Healthy_Control Vs Healthy_Cytokine
aungmyatphyo
2023-05-11
Required Package
library(dplyr)
library(biomaRt)
library(tximport)
library(rhdf5)
library(gplots)
library(org.Hs.eg.db)
library(DESeq2)
library(DT)
library(apeglm)
library(RColorBrewer)
library(IHW)
library(PCAtools)
library(pheatmap)
library(clusterProfiler)
library(EnhancedVolcano)
#library(ComplexHeatmap)
library(clusterProfiler)
library(circlize)
library(ReactomePA)
library(fgsea)
library(tidyverse)
library(ggpubr)
library(vsn)
library(hexbin)
library(ggnewscale)
library(pathview)setwd("~/Downloads")Directory
# path where your extracted the tar.gz folder to.
# strip the trailing '/'
quant_dir <- "/Users/aungphyo/Downloads/Kallisto"
list.files(quant_dir)## [1] "D_CON1" "D_CON2"
## [3] "D_CON3" "D_TREAT1"
## [5] "D_TREAT2" "D_TREAT3"
## [7] "GRCh38.idx" "H_CON1"
## [9] "H_CON2" "H_CON3"
## [11] "H_CYTKN1" "H_CYTKN2"
## [13] "H_CYTKN3" "H_TREAT1"
## [15] "H_TREAT2" "H_TREAT3"
## [17] "Homo_sapiens.GRCh38.cdna.all.fa.gz" "samples.csv"
## [19] "samples.txt"Metadata
samples <- read.csv(paste0(quant_dir, "/samples.csv"), header=T, row.names = "row", stringsAsFactors = T)
samples## X condition replicate
## D_CON1 NA disease_control 1
## D_CON2 NA disease_control 2
## D_CON3 NA disease_control 3
## D_TREAT1 NA disease_treatment 1
## D_TREAT2 NA disease_treatment 2
## D_TREAT3 NA disease_treatment 3
## H_CON1 NA healthy_control 1
## H_CON2 NA healthy_control 2
## H_CON3 NA healthy_control 3
## H_CYTKN1 NA healthy_cytokine 1
## H_CYTKN2 NA healthy_cytokine 2
## H_CYTKN3 NA healthy_cytokine 3
## H_TREAT1 NA healthy_treatment 1
## H_TREAT2 NA healthy_treatment 2
## H_TREAT3 NA healthy_treatment 3Convert numeric to factor
samples$replicate <- factor(samples$replicate)
# check its ok:
sapply(samples, is.factor)## X condition replicate
## FALSE TRUE TRUEStage Kallisto Files
files <- file.path(quant_dir, rownames(samples), "abundance.h5")
names(files) <- paste0(rownames(samples))
files## D_CON1
## "/Users/aungphyo/Downloads/Kallisto/D_CON1/abundance.h5"
## D_CON2
## "/Users/aungphyo/Downloads/Kallisto/D_CON2/abundance.h5"
## D_CON3
## "/Users/aungphyo/Downloads/Kallisto/D_CON3/abundance.h5"
## D_TREAT1
## "/Users/aungphyo/Downloads/Kallisto/D_TREAT1/abundance.h5"
## D_TREAT2
## "/Users/aungphyo/Downloads/Kallisto/D_TREAT2/abundance.h5"
## D_TREAT3
## "/Users/aungphyo/Downloads/Kallisto/D_TREAT3/abundance.h5"
## H_CON1
## "/Users/aungphyo/Downloads/Kallisto/H_CON1/abundance.h5"
## H_CON2
## "/Users/aungphyo/Downloads/Kallisto/H_CON2/abundance.h5"
## H_CON3
## "/Users/aungphyo/Downloads/Kallisto/H_CON3/abundance.h5"
## H_CYTKN1
## "/Users/aungphyo/Downloads/Kallisto/H_CYTKN1/abundance.h5"
## H_CYTKN2
## "/Users/aungphyo/Downloads/Kallisto/H_CYTKN2/abundance.h5"
## H_CYTKN3
## "/Users/aungphyo/Downloads/Kallisto/H_CYTKN3/abundance.h5"
## H_TREAT1
## "/Users/aungphyo/Downloads/Kallisto/H_TREAT1/abundance.h5"
## H_TREAT2
## "/Users/aungphyo/Downloads/Kallisto/H_TREAT2/abundance.h5"
## H_TREAT3
## "/Users/aungphyo/Downloads/Kallisto/H_TREAT3/abundance.h5"BiomaRT Ensembl
mart <- useMart(biomart = "ensembl", dataset = "hsapiens_gene_ensembl")Transcript to gene
## show how to identify attribute type
# $ head /data/github/quant/ctrl_1/abundance.tsv
## show how to query mart
listAttributes(mart)## name
## 1 ensembl_gene_id
## 2 ensembl_gene_id_version
## 3 ensembl_transcript_id
## 4 ensembl_transcript_id_version
## 5 ensembl_peptide_id
## 6 ensembl_peptide_id_version
## 7 ensembl_exon_id
## 8 description
## 9 chromosome_name
## 10 start_position
## 11 end_position
## 12 strand
## 13 band
## 14 transcript_start
## 15 transcript_end
## 16 transcription_start_site
## 17 transcript_length
## 18 transcript_tsl
## 19 transcript_gencode_basic
## 20 transcript_appris
## 21 transcript_is_canonical
## 22 transcript_mane_select
## 23 transcript_mane_plus_clinical
## 24 external_gene_name
## 25 external_gene_source
## 26 external_transcript_name
## 27 external_transcript_source_name
## 28 transcript_count
## 29 percentage_gene_gc_content
## 30 gene_biotype
## 31 transcript_biotype
## 32 source
## 33 transcript_source
## 34 version
## 35 transcript_version
## 36 peptide_version
## 37 external_synonym
## 38 phenotype_description
## 39 source_name
## 40 study_external_id
## 41 strain_name
## 42 strain_gender
## 43 p_value
## 44 go_id
## 45 name_1006
## 46 definition_1006
## 47 go_linkage_type
## 48 namespace_1003
## 49 goslim_goa_accession
## 50 goslim_goa_description
## 51 biogrid
## 52 ccds
## 53 chembl
## 54 dbass3_name
## 55 dbass3_id
## 56 dbass5_name
## 57 dbass5_id
## 58 entrezgene_trans_name
## 59 embl
## 60 arrayexpress
## 61 genecards
## 62 hgnc_id
## 63 hgnc_symbol
## 64 hpa_accession
## 65 hpa_id
## 66 protein_id
## 67 ens_lrg_gene
## 68 ens_lrg_transcript
## 69 merops
## 70 mim_gene_description
## 71 mim_gene_accession
## 72 mim_morbid_description
## 73 mim_morbid_accession
## 74 mirbase_accession
## 75 mirbase_id
## 76 mirbase_trans_name
## 77 entrezgene_description
## 78 entrezgene_accession
## 79 entrezgene_id
## 80 pdb
## 81 reactome
## 82 reactome_gene
## 83 reactome_transcript
## 84 refseq_mrna
## 85 refseq_mrna_predicted
## 86 refseq_ncrna
## 87 refseq_ncrna_predicted
## 88 refseq_peptide
## 89 refseq_peptide_predicted
## 90 rfam
## 91 rfam_trans_name
## 92 rnacentral
## 93 hgnc_trans_name
## 94 ucsc
## 95 uniparc
## 96 uniprot_gn_symbol
## 97 uniprot_gn_id
## 98 uniprot_isoform
## 99 uniprotswissprot
## 100 uniprotsptrembl
## 101 wikigene_description
## 102 wikigene_name
## 103 wikigene_id
## 104 affy_hc_g110
## 105 affy_hg_focus
## 106 affy_hg_u133a_2
## 107 affy_hg_u133b
## 108 affy_hg_u133_plus_2
## 109 affy_hg_u95a
## 110 affy_hg_u95av2
## 111 affy_hg_u95b
## 112 affy_hg_u95c
## 113 affy_hg_u95d
## 114 affy_hg_u95e
## 115 affy_hta_2_0
## 116 affy_ht_hg_u133_plus_pm
## 117 affy_huex_1_0_st_v2
## 118 affy_hugenefl
## 119 affy_hugene_1_0_st_v1
## 120 affy_hugene_2_0_st_v1
## 121 affy_hugene_2_1_st_v1
## 122 affy_primeview
## 123 affy_u133_x3p
## 124 agilent_cgh_44b
## 125 agilent_gpl19072
## 126 agilent_gpl26966
## 127 agilent_gpl6848
## 128 agilent_sureprint_g3_ge_8x60k
## 129 agilent_sureprint_g3_ge_8x60k_v2
## 130 agilent_wholegenome
## 131 agilent_wholegenome_4x44k_v1
## 132 agilent_wholegenome_4x44k_v2
## 133 codelink_codelink
## 134 illumina_humanref_8_v3
## 135 illumina_humanwg_6_v3
## 136 phalanx_onearray
## 137 cdd
## 138 cdd_start
## 139 cdd_end
## 140 gene3d
## 141 gene3d_start
## 142 gene3d_end
## 143 hamap
## 144 hamap_start
## 145 hamap_end
## 146 hmmpanther
## 147 hmmpanther_start
## 148 hmmpanther_end
## 149 pfam
## 150 pfam_start
## 151 pfam_end
## 152 pirsf
## 153 pirsf_start
## 154 pirsf_end
## 155 prints
## 156 prints_start
## 157 prints_end
## 158 scanprosite
## 159 scanprosite_start
## 160 scanprosite_end
## 161 pfscan
## 162 pfscan_start
## 163 pfscan_end
## 164 sfld
## 165 sfld_start
## 166 sfld_end
## 167 smart
## 168 smart_start
## 169 smart_end
## 170 superfamily
## 171 superfamily_start
## 172 superfamily_end
## 173 tigrfam
## 174 tigrfam_start
## 175 tigrfam_end
## 176 interpro
## 177 interpro_short_description
## 178 interpro_description
## 179 interpro_start
## 180 interpro_end
## 181 alphafold_import
## 182 alphafold_import_start
## 183 alphafold_import_end
## 184 mobidblite
## 185 mobidblite_start
## 186 mobidblite_end
## 187 ncoils
## 188 ncoils_start
## 189 ncoils_end
## 190 seg
## 191 seg_start
## 192 seg_end
## 193 sifts_import
## 194 sifts_import_start
## 195 sifts_import_end
## 196 signalp
## 197 signalp_start
## 198 signalp_end
## 199 tmhmm
## 200 tmhmm_start
## 201 tmhmm_end
## 202 ensembl_gene_id
## 203 ensembl_gene_id_version
## 204 version
## 205 ensembl_transcript_id
## 206 ensembl_transcript_id_version
## 207 transcript_version
## 208 ensembl_peptide_id
## 209 ensembl_peptide_id_version
## 210 peptide_version
## 211 chromosome_name
## 212 start_position
## 213 end_position
## 214 transcript_start
## 215 transcript_end
## 216 transcription_start_site
## 217 transcript_length
## 218 strand
## 219 external_gene_name
## 220 external_gene_source
## 221 5_utr_start
## 222 5_utr_end
## 223 3_utr_start
## 224 3_utr_end
## 225 cds_length
## 226 transcript_count
## 227 description
## 228 gene_biotype
## 229 exon_chrom_start
## 230 exon_chrom_end
## 231 is_constitutive
## 232 rank
## 233 phase
## 234 end_phase
## 235 cdna_coding_start
## 236 cdna_coding_end
## 237 genomic_coding_start
## 238 genomic_coding_end
## 239 ensembl_exon_id
## 240 cds_start
## 241 cds_end
## 242 ensembl_gene_id
## 243 ensembl_gene_id_version
## 244 version
## 245 ensembl_transcript_id
## 246 ensembl_transcript_id_version
## 247 transcript_version
## 248 ensembl_peptide_id
## 249 ensembl_peptide_id_version
## 250 peptide_version
## 251 chromosome_name
## 252 start_position
## 253 end_position
## 254 strand
## 255 band
## 256 external_gene_name
## 257 external_gene_source
## 258 transcript_count
## 259 percentage_gene_gc_content
## 260 description
## 261 cabingdonii_homolog_ensembl_gene
## 262 cabingdonii_homolog_associated_gene_name
## 263 cabingdonii_homolog_ensembl_peptide
## 264 cabingdonii_homolog_chromosome
## 265 cabingdonii_homolog_chrom_start
## 266 cabingdonii_homolog_chrom_end
## 267 cabingdonii_homolog_canonical_transcript_protein
## 268 cabingdonii_homolog_subtype
## 269 cabingdonii_homolog_orthology_type
## 270 cabingdonii_homolog_perc_id
## 271 cabingdonii_homolog_perc_id_r1
## 272 cabingdonii_homolog_goc_score
## 273 cabingdonii_homolog_wga_coverage
## 274 cabingdonii_homolog_orthology_confidence
## 275 scaustralis_homolog_ensembl_gene
## 276 scaustralis_homolog_associated_gene_name
## 277 scaustralis_homolog_ensembl_peptide
## 278 scaustralis_homolog_chromosome
## 279 scaustralis_homolog_chrom_start
## 280 scaustralis_homolog_chrom_end
## 281 scaustralis_homolog_canonical_transcript_protein
## 282 scaustralis_homolog_subtype
## 283 scaustralis_homolog_orthology_type
## 284 scaustralis_homolog_perc_id
## 285 scaustralis_homolog_perc_id_r1
## 286 scaustralis_homolog_goc_score
## 287 scaustralis_homolog_wga_coverage
## 288 scaustralis_homolog_orthology_confidence
## 289 mspretus_homolog_ensembl_gene
## 290 mspretus_homolog_associated_gene_name
## 291 mspretus_homolog_ensembl_peptide
## 292 mspretus_homolog_chromosome
## 293 mspretus_homolog_chrom_start
## 294 mspretus_homolog_chrom_end
## 295 mspretus_homolog_canonical_transcript_protein
## 296 mspretus_homolog_subtype
## 297 mspretus_homolog_orthology_type
## 298 mspretus_homolog_perc_id
## 299 mspretus_homolog_perc_id_r1
## 300 mspretus_homolog_goc_score
## 301 mspretus_homolog_wga_coverage
## 302 mspretus_homolog_orthology_confidence
## 303 vpacos_homolog_ensembl_gene
## 304 vpacos_homolog_associated_gene_name
## 305 vpacos_homolog_ensembl_peptide
## 306 vpacos_homolog_chromosome
## 307 vpacos_homolog_chrom_start
## 308 vpacos_homolog_chrom_end
## 309 vpacos_homolog_canonical_transcript_protein
## 310 vpacos_homolog_subtype
## 311 vpacos_homolog_orthology_type
## 312 vpacos_homolog_perc_id
## 313 vpacos_homolog_perc_id_r1
## 314 vpacos_homolog_goc_score
## 315 vpacos_homolog_wga_coverage
## 316 vpacos_homolog_orthology_confidence
## 317 mmmarmota_homolog_ensembl_gene
## 318 mmmarmota_homolog_associated_gene_name
## 319 mmmarmota_homolog_ensembl_peptide
## 320 mmmarmota_homolog_chromosome
## 321 mmmarmota_homolog_chrom_start
## 322 mmmarmota_homolog_chrom_end
## 323 mmmarmota_homolog_canonical_transcript_protein
## 324 mmmarmota_homolog_subtype
## 325 mmmarmota_homolog_orthology_type
## 326 mmmarmota_homolog_perc_id
## 327 mmmarmota_homolog_perc_id_r1
## 328 mmmarmota_homolog_goc_score
## 329 mmmarmota_homolog_wga_coverage
## 330 mmmarmota_homolog_orthology_confidence
## 331 pformosa_homolog_ensembl_gene
## 332 pformosa_homolog_associated_gene_name
## 333 pformosa_homolog_ensembl_peptide
## 334 pformosa_homolog_chromosome
## 335 pformosa_homolog_chrom_start
## 336 pformosa_homolog_chrom_end
## 337 pformosa_homolog_canonical_transcript_protein
## 338 pformosa_homolog_subtype
## 339 pformosa_homolog_orthology_type
## 340 pformosa_homolog_perc_id
## 341 pformosa_homolog_perc_id_r1
## 342 pformosa_homolog_goc_score
## 343 pformosa_homolog_wga_coverage
## 344 pformosa_homolog_orthology_confidence
## 345 bbbison_homolog_ensembl_gene
## 346 bbbison_homolog_associated_gene_name
## 347 bbbison_homolog_ensembl_peptide
## 348 bbbison_homolog_chromosome
## 349 bbbison_homolog_chrom_start
## 350 bbbison_homolog_chrom_end
## 351 bbbison_homolog_canonical_transcript_protein
## 352 bbbison_homolog_subtype
## 353 bbbison_homolog_orthology_type
## 354 bbbison_homolog_perc_id
## 355 bbbison_homolog_perc_id_r1
## 356 bbbison_homolog_goc_score
## 357 bbbison_homolog_wga_coverage
## 358 bbbison_homolog_orthology_confidence
## 359 uamericanus_homolog_ensembl_gene
## 360 uamericanus_homolog_associated_gene_name
## 361 uamericanus_homolog_ensembl_peptide
## 362 uamericanus_homolog_chromosome
## 363 uamericanus_homolog_chrom_start
## 364 uamericanus_homolog_chrom_end
## 365 uamericanus_homolog_canonical_transcript_protein
## 366 uamericanus_homolog_subtype
## 367 uamericanus_homolog_orthology_type
## 368 uamericanus_homolog_perc_id
## 369 uamericanus_homolog_perc_id_r1
## 370 uamericanus_homolog_goc_score
## 371 uamericanus_homolog_wga_coverage
## 372 uamericanus_homolog_orthology_confidence
## 373 nvison_homolog_ensembl_gene
## 374 nvison_homolog_associated_gene_name
## 375 nvison_homolog_ensembl_peptide
## 376 nvison_homolog_chromosome
## 377 nvison_homolog_chrom_start
## 378 nvison_homolog_chrom_end
## 379 nvison_homolog_canonical_transcript_protein
## 380 nvison_homolog_subtype
## 381 nvison_homolog_orthology_type
## 382 nvison_homolog_perc_id
## 383 nvison_homolog_perc_id_r1
## 384 nvison_homolog_goc_score
## 385 nvison_homolog_wga_coverage
## 386 nvison_homolog_orthology_confidence
## 387 cdromedarius_homolog_ensembl_gene
## 388 cdromedarius_homolog_associated_gene_name
## 389 cdromedarius_homolog_ensembl_peptide
## 390 cdromedarius_homolog_chromosome
## 391 cdromedarius_homolog_chrom_start
## 392 cdromedarius_homolog_chrom_end
## 393 cdromedarius_homolog_canonical_transcript_protein
## 394 cdromedarius_homolog_subtype
## 395 cdromedarius_homolog_orthology_type
## 396 cdromedarius_homolog_perc_id
## 397 cdromedarius_homolog_perc_id_r1
## 398 cdromedarius_homolog_goc_score
## 399 cdromedarius_homolog_wga_coverage
## 400 cdromedarius_homolog_orthology_confidence
## 401 uparryii_homolog_ensembl_gene
## 402 uparryii_homolog_associated_gene_name
## 403 uparryii_homolog_ensembl_peptide
## 404 uparryii_homolog_chromosome
## 405 uparryii_homolog_chrom_start
## 406 uparryii_homolog_chrom_end
## 407 uparryii_homolog_canonical_transcript_protein
## 408 uparryii_homolog_subtype
## 409 uparryii_homolog_orthology_type
## 410 uparryii_homolog_perc_id
## 411 uparryii_homolog_perc_id_r1
## 412 uparryii_homolog_goc_score
## 413 uparryii_homolog_wga_coverage
## 414 uparryii_homolog_orthology_confidence
## 415 smerianae_homolog_ensembl_gene
## 416 smerianae_homolog_associated_gene_name
## 417 smerianae_homolog_ensembl_peptide
## 418 smerianae_homolog_chromosome
## 419 smerianae_homolog_chrom_start
## 420 smerianae_homolog_chrom_end
## 421 smerianae_homolog_canonical_transcript_protein
## 422 smerianae_homolog_subtype
## 423 smerianae_homolog_orthology_type
## 424 smerianae_homolog_perc_id
## 425 smerianae_homolog_perc_id_r1
## 426 smerianae_homolog_goc_score
## 427 smerianae_homolog_wga_coverage
## 428 smerianae_homolog_orthology_confidence
## 429 dnovemcinctus_homolog_ensembl_gene
## 430 dnovemcinctus_homolog_associated_gene_name
## 431 dnovemcinctus_homolog_ensembl_peptide
## 432 dnovemcinctus_homolog_chromosome
## 433 dnovemcinctus_homolog_chrom_start
## 434 dnovemcinctus_homolog_chrom_end
## 435 dnovemcinctus_homolog_canonical_transcript_protein
## 436 dnovemcinctus_homolog_subtype
## 437 dnovemcinctus_homolog_orthology_type
## 438 dnovemcinctus_homolog_perc_id
## 439 dnovemcinctus_homolog_perc_id_r1
## 440 dnovemcinctus_homolog_goc_score
## 441 dnovemcinctus_homolog_wga_coverage
## 442 dnovemcinctus_homolog_orthology_confidence
## 443 sformosus_homolog_ensembl_gene
## 444 sformosus_homolog_associated_gene_name
## 445 sformosus_homolog_ensembl_peptide
## 446 sformosus_homolog_chromosome
## 447 sformosus_homolog_chrom_start
## 448 sformosus_homolog_chrom_end
## 449 sformosus_homolog_canonical_transcript_protein
## 450 sformosus_homolog_subtype
## 451 sformosus_homolog_orthology_type
## 452 sformosus_homolog_perc_id
## 453 sformosus_homolog_perc_id_r1
## 454 sformosus_homolog_goc_score
## 455 sformosus_homolog_wga_coverage
## 456 sformosus_homolog_orthology_confidence
## 457 gmorhua_homolog_ensembl_gene
## 458 gmorhua_homolog_associated_gene_name
## 459 gmorhua_homolog_ensembl_peptide
## 460 gmorhua_homolog_chromosome
## 461 gmorhua_homolog_chrom_start
## 462 gmorhua_homolog_chrom_end
## 463 gmorhua_homolog_canonical_transcript_protein
## 464 gmorhua_homolog_subtype
## 465 gmorhua_homolog_orthology_type
## 466 gmorhua_homolog_perc_id
## 467 gmorhua_homolog_perc_id_r1
## 468 gmorhua_homolog_goc_score
## 469 gmorhua_homolog_orthology_confidence
## 470 charengus_homolog_ensembl_gene
## 471 charengus_homolog_associated_gene_name
## 472 charengus_homolog_ensembl_peptide
## 473 charengus_homolog_chromosome
## 474 charengus_homolog_chrom_start
## 475 charengus_homolog_chrom_end
## 476 charengus_homolog_canonical_transcript_protein
## 477 charengus_homolog_subtype
## 478 charengus_homolog_orthology_type
## 479 charengus_homolog_perc_id
## 480 charengus_homolog_perc_id_r1
## 481 charengus_homolog_goc_score
## 482 charengus_homolog_wga_coverage
## 483 charengus_homolog_orthology_confidence
## 484 ssalar_homolog_ensembl_gene
## 485 ssalar_homolog_associated_gene_name
## 486 ssalar_homolog_ensembl_peptide
## 487 ssalar_homolog_chromosome
## 488 ssalar_homolog_chrom_start
## 489 ssalar_homolog_chrom_end
## 490 ssalar_homolog_canonical_transcript_protein
## 491 ssalar_homolog_subtype
## 492 ssalar_homolog_orthology_type
## 493 ssalar_homolog_perc_id
## 494 ssalar_homolog_perc_id_r1
## 495 ssalar_homolog_goc_score
## 496 ssalar_homolog_orthology_confidence
## 497 cporosus_homolog_ensembl_gene
## 498 cporosus_homolog_associated_gene_name
## 499 cporosus_homolog_ensembl_peptide
## 500 cporosus_homolog_chromosome
## 501 cporosus_homolog_chrom_start
## 502 cporosus_homolog_chrom_end
## 503 cporosus_homolog_canonical_transcript_protein
## 504 cporosus_homolog_subtype
## 505 cporosus_homolog_orthology_type
## 506 cporosus_homolog_perc_id
## 507 cporosus_homolog_perc_id_r1
## 508 cporosus_homolog_goc_score
## 509 cporosus_homolog_wga_coverage
## 510 cporosus_homolog_orthology_confidence
## 511 lbergylta_homolog_ensembl_gene
## 512 lbergylta_homolog_associated_gene_name
## 513 lbergylta_homolog_ensembl_peptide
## 514 lbergylta_homolog_chromosome
## 515 lbergylta_homolog_chrom_start
## 516 lbergylta_homolog_chrom_end
## 517 lbergylta_homolog_canonical_transcript_protein
## 518 lbergylta_homolog_subtype
## 519 lbergylta_homolog_orthology_type
## 520 lbergylta_homolog_perc_id
## 521 lbergylta_homolog_perc_id_r1
## 522 lbergylta_homolog_goc_score
## 523 lbergylta_homolog_wga_coverage
## 524 lbergylta_homolog_orthology_confidence
## 525 lcalcarifer_homolog_ensembl_gene
## 526 lcalcarifer_homolog_associated_gene_name
## 527 lcalcarifer_homolog_ensembl_peptide
## 528 lcalcarifer_homolog_chromosome
## 529 lcalcarifer_homolog_chrom_start
## 530 lcalcarifer_homolog_chrom_end
## 531 lcalcarifer_homolog_canonical_transcript_protein
## 532 lcalcarifer_homolog_subtype
## 533 lcalcarifer_homolog_orthology_type
## 534 lcalcarifer_homolog_perc_id
## 535 lcalcarifer_homolog_perc_id_r1
## 536 lcalcarifer_homolog_goc_score
## 537 lcalcarifer_homolog_wga_coverage
## 538 lcalcarifer_homolog_orthology_confidence
## 539 dleucas_homolog_ensembl_gene
## 540 dleucas_homolog_associated_gene_name
## 541 dleucas_homolog_ensembl_peptide
## 542 dleucas_homolog_chromosome
## 543 dleucas_homolog_chrom_start
## 544 dleucas_homolog_chrom_end
## 545 dleucas_homolog_canonical_transcript_protein
## 546 dleucas_homolog_subtype
## 547 dleucas_homolog_orthology_type
## 548 dleucas_homolog_perc_id
## 549 dleucas_homolog_perc_id_r1
## 550 dleucas_homolog_goc_score
## 551 dleucas_homolog_wga_coverage
## 552 dleucas_homolog_orthology_confidence
## 553 spartitus_homolog_ensembl_gene
## 554 spartitus_homolog_associated_gene_name
## 555 spartitus_homolog_ensembl_peptide
## 556 spartitus_homolog_chromosome
## 557 spartitus_homolog_chrom_start
## 558 spartitus_homolog_chrom_end
## 559 spartitus_homolog_canonical_transcript_protein
## 560 spartitus_homolog_subtype
## 561 spartitus_homolog_orthology_type
## 562 spartitus_homolog_perc_id
## 563 spartitus_homolog_perc_id_r1
## 564 spartitus_homolog_goc_score
## 565 spartitus_homolog_wga_coverage
## 566 spartitus_homolog_orthology_confidence
## 567 rbieti_homolog_ensembl_gene
## 568 rbieti_homolog_associated_gene_name
## 569 rbieti_homolog_ensembl_peptide
## 570 rbieti_homolog_chromosome
## 571 rbieti_homolog_chrom_start
## 572 rbieti_homolog_chrom_end
## 573 rbieti_homolog_canonical_transcript_protein
## 574 rbieti_homolog_subtype
## 575 rbieti_homolog_orthology_type
## 576 rbieti_homolog_perc_id
## 577 rbieti_homolog_perc_id_r1
## 578 rbieti_homolog_goc_score
## 579 rbieti_homolog_wga_coverage
## 580 rbieti_homolog_orthology_confidence
## 581 bmusculus_homolog_ensembl_gene
## 582 bmusculus_homolog_associated_gene_name
## 583 bmusculus_homolog_ensembl_peptide
## 584 bmusculus_homolog_chromosome
## 585 bmusculus_homolog_chrom_start
## 586 bmusculus_homolog_chrom_end
## 587 bmusculus_homolog_canonical_transcript_protein
## 588 bmusculus_homolog_subtype
## 589 bmusculus_homolog_orthology_type
## 590 bmusculus_homolog_perc_id
## 591 bmusculus_homolog_perc_id_r1
## 592 bmusculus_homolog_goc_score
## 593 bmusculus_homolog_wga_coverage
## 594 bmusculus_homolog_orthology_confidence
## 595 llaticaudata_homolog_ensembl_gene
## 596 llaticaudata_homolog_associated_gene_name
## 597 llaticaudata_homolog_ensembl_peptide
## 598 llaticaudata_homolog_chromosome
## 599 llaticaudata_homolog_chrom_start
## 600 llaticaudata_homolog_chrom_end
## 601 llaticaudata_homolog_canonical_transcript_protein
## 602 llaticaudata_homolog_subtype
## 603 llaticaudata_homolog_orthology_type
## 604 llaticaudata_homolog_perc_id
## 605 llaticaudata_homolog_perc_id_r1
## 606 llaticaudata_homolog_goc_score
## 607 llaticaudata_homolog_wga_coverage
## 608 llaticaudata_homolog_orthology_confidence
## 609 sbboliviensis_homolog_ensembl_gene
## 610 sbboliviensis_homolog_associated_gene_name
## 611 sbboliviensis_homolog_ensembl_peptide
## 612 sbboliviensis_homolog_chromosome
## 613 sbboliviensis_homolog_chrom_start
## 614 sbboliviensis_homolog_chrom_end
## 615 sbboliviensis_homolog_canonical_transcript_protein
## 616 sbboliviensis_homolog_subtype
## 617 sbboliviensis_homolog_orthology_type
## 618 sbboliviensis_homolog_perc_id
## 619 sbboliviensis_homolog_perc_id_r1
## 620 sbboliviensis_homolog_goc_score
## 621 sbboliviensis_homolog_wga_coverage
## 622 sbboliviensis_homolog_orthology_confidence
## 623 ppaniscus_homolog_ensembl_gene
## 624 ppaniscus_homolog_associated_gene_name
## 625 ppaniscus_homolog_ensembl_peptide
## 626 ppaniscus_homolog_chromosome
## 627 ppaniscus_homolog_chrom_start
## 628 ppaniscus_homolog_chrom_end
## 629 ppaniscus_homolog_canonical_transcript_protein
## 630 ppaniscus_homolog_subtype
## 631 ppaniscus_homolog_orthology_type
## 632 ppaniscus_homolog_perc_id
## 633 ppaniscus_homolog_perc_id_r1
## 634 ppaniscus_homolog_goc_score
## 635 ppaniscus_homolog_wga_coverage
## 636 ppaniscus_homolog_orthology_confidence
## 637 strutta_homolog_ensembl_gene
## 638 strutta_homolog_associated_gene_name
## 639 strutta_homolog_ensembl_peptide
## 640 strutta_homolog_chromosome
## 641 strutta_homolog_chrom_start
## 642 strutta_homolog_chrom_end
## 643 strutta_homolog_canonical_transcript_protein
## 644 strutta_homolog_subtype
## 645 strutta_homolog_orthology_type
## 646 strutta_homolog_perc_id
## 647 strutta_homolog_perc_id_r1
## 648 strutta_homolog_goc_score
## 649 strutta_homolog_wga_coverage
## 650 strutta_homolog_orthology_confidence
## 651 hburtoni_homolog_ensembl_gene
## 652 hburtoni_homolog_associated_gene_name
## 653 hburtoni_homolog_ensembl_peptide
## 654 hburtoni_homolog_chromosome
## 655 hburtoni_homolog_chrom_start
## 656 hburtoni_homolog_chrom_end
## 657 hburtoni_homolog_canonical_transcript_protein
## 658 hburtoni_homolog_subtype
## 659 hburtoni_homolog_orthology_type
## 660 hburtoni_homolog_perc_id
## 661 hburtoni_homolog_perc_id_r1
## 662 hburtoni_homolog_goc_score
## 663 hburtoni_homolog_wga_coverage
## 664 hburtoni_homolog_orthology_confidence
## 665 ogarnettii_homolog_ensembl_gene
## 666 ogarnettii_homolog_associated_gene_name
## 667 ogarnettii_homolog_ensembl_peptide
## 668 ogarnettii_homolog_chromosome
## 669 ogarnettii_homolog_chrom_start
## 670 ogarnettii_homolog_chrom_end
## 671 ogarnettii_homolog_canonical_transcript_protein
## 672 ogarnettii_homolog_subtype
## 673 ogarnettii_homolog_orthology_type
## 674 ogarnettii_homolog_perc_id
## 675 ogarnettii_homolog_perc_id_r1
## 676 ogarnettii_homolog_goc_score
## 677 ogarnettii_homolog_wga_coverage
## 678 ogarnettii_homolog_orthology_confidence
## 679 cintestinalis_homolog_ensembl_gene
## 680 cintestinalis_homolog_associated_gene_name
## 681 cintestinalis_homolog_ensembl_peptide
## 682 cintestinalis_homolog_chromosome
## 683 cintestinalis_homolog_chrom_start
## 684 cintestinalis_homolog_chrom_end
## 685 cintestinalis_homolog_canonical_transcript_protein
## 686 cintestinalis_homolog_subtype
## 687 cintestinalis_homolog_orthology_type
## 688 cintestinalis_homolog_perc_id
## 689 cintestinalis_homolog_perc_id_r1
## 690 cintestinalis_homolog_wga_coverage
## 691 cintestinalis_homolog_orthology_confidence
## 692 csavignyi_homolog_ensembl_gene
## 693 csavignyi_homolog_associated_gene_name
## 694 csavignyi_homolog_ensembl_peptide
## 695 csavignyi_homolog_chromosome
## 696 csavignyi_homolog_chrom_start
## 697 csavignyi_homolog_chrom_end
## 698 csavignyi_homolog_canonical_transcript_protein
## 699 csavignyi_homolog_subtype
## 700 csavignyi_homolog_orthology_type
## 701 csavignyi_homolog_perc_id
## 702 csavignyi_homolog_perc_id_r1
## 703 csavignyi_homolog_wga_coverage
## 704 csavignyi_homolog_orthology_confidence
## 705 celegans_homolog_ensembl_gene
## 706 celegans_homolog_associated_gene_name
## 707 celegans_homolog_ensembl_peptide
## 708 celegans_homolog_chromosome
## 709 celegans_homolog_chrom_start
## 710 celegans_homolog_chrom_end
## 711 celegans_homolog_canonical_transcript_protein
## 712 celegans_homolog_subtype
## 713 celegans_homolog_orthology_type
## 714 celegans_homolog_perc_id
## 715 celegans_homolog_perc_id_r1
## 716 celegans_homolog_orthology_confidence
## 717 fcatus_homolog_ensembl_gene
## 718 fcatus_homolog_associated_gene_name
## 719 fcatus_homolog_ensembl_peptide
## 720 fcatus_homolog_chromosome
## 721 fcatus_homolog_chrom_start
## 722 fcatus_homolog_chrom_end
## 723 fcatus_homolog_canonical_transcript_protein
## 724 fcatus_homolog_subtype
## 725 fcatus_homolog_orthology_type
## 726 fcatus_homolog_perc_id
## 727 fcatus_homolog_perc_id_r1
## 728 fcatus_homolog_goc_score
## 729 fcatus_homolog_wga_coverage
## 730 fcatus_homolog_orthology_confidence
## 731 cwagneri_homolog_ensembl_gene
## 732 cwagneri_homolog_associated_gene_name
## 733 cwagneri_homolog_ensembl_peptide
## 734 cwagneri_homolog_chromosome
## 735 cwagneri_homolog_chrom_start
## 736 cwagneri_homolog_chrom_end
## 737 cwagneri_homolog_canonical_transcript_protein
## 738 cwagneri_homolog_subtype
## 739 cwagneri_homolog_orthology_type
## 740 cwagneri_homolog_perc_id
## 741 cwagneri_homolog_perc_id_r1
## 742 cwagneri_homolog_goc_score
## 743 cwagneri_homolog_wga_coverage
## 744 cwagneri_homolog_orthology_confidence
## 745 cgobio_homolog_ensembl_gene
## 746 cgobio_homolog_associated_gene_name
## 747 cgobio_homolog_ensembl_peptide
## 748 cgobio_homolog_chromosome
## 749 cgobio_homolog_chrom_start
## 750 cgobio_homolog_chrom_end
## 751 cgobio_homolog_canonical_transcript_protein
## 752 cgobio_homolog_subtype
## 753 cgobio_homolog_orthology_type
## 754 cgobio_homolog_perc_id
## 755 cgobio_homolog_perc_id_r1
## 756 cgobio_homolog_goc_score
## 757 cgobio_homolog_wga_coverage
## 758 cgobio_homolog_orthology_confidence
## 759 ipunctatus_homolog_ensembl_gene
## 760 ipunctatus_homolog_associated_gene_name
## 761 ipunctatus_homolog_ensembl_peptide
## 762 ipunctatus_homolog_chromosome
## 763 ipunctatus_homolog_chrom_start
## 764 ipunctatus_homolog_chrom_end
## 765 ipunctatus_homolog_canonical_transcript_protein
## 766 ipunctatus_homolog_subtype
## 767 ipunctatus_homolog_orthology_type
## 768 ipunctatus_homolog_perc_id
## 769 ipunctatus_homolog_perc_id_r1
## 770 ipunctatus_homolog_goc_score
## 771 ipunctatus_homolog_wga_coverage
## 772 ipunctatus_homolog_orthology_confidence
## 773 ggallus_homolog_ensembl_gene
## 774 ggallus_homolog_associated_gene_name
## 775 ggallus_homolog_ensembl_peptide
## 776 ggallus_homolog_chromosome
## 777 ggallus_homolog_chrom_start
## 778 ggallus_homolog_chrom_end
## 779 ggallus_homolog_canonical_transcript_protein
## 780 ggallus_homolog_subtype
## 781 ggallus_homolog_orthology_type
## 782 ggallus_homolog_perc_id
## 783 ggallus_homolog_perc_id_r1
## 784 ggallus_homolog_goc_score
## 785 ggallus_homolog_wga_coverage
## 786 ggallus_homolog_orthology_confidence
## 787 ptroglodytes_homolog_ensembl_gene
## 788 ptroglodytes_homolog_associated_gene_name
## 789 ptroglodytes_homolog_ensembl_peptide
## 790 ptroglodytes_homolog_chromosome
## 791 ptroglodytes_homolog_chrom_start
## 792 ptroglodytes_homolog_chrom_end
## 793 ptroglodytes_homolog_canonical_transcript_protein
## 794 ptroglodytes_homolog_subtype
## 795 ptroglodytes_homolog_orthology_type
## 796 ptroglodytes_homolog_perc_id
## 797 ptroglodytes_homolog_perc_id_r1
## 798 ptroglodytes_homolog_goc_score
## 799 ptroglodytes_homolog_wga_coverage
## 800 ptroglodytes_homolog_orthology_confidence
## 801 cgchok1gshd_homolog_ensembl_gene
## 802 cgchok1gshd_homolog_associated_gene_name
## 803 cgchok1gshd_homolog_ensembl_peptide
## 804 cgchok1gshd_homolog_chromosome
## 805 cgchok1gshd_homolog_chrom_start
## 806 cgchok1gshd_homolog_chrom_end
## 807 cgchok1gshd_homolog_canonical_transcript_protein
## 808 cgchok1gshd_homolog_subtype
## 809 cgchok1gshd_homolog_orthology_type
## 810 cgchok1gshd_homolog_perc_id
## 811 cgchok1gshd_homolog_perc_id_r1
## 812 cgchok1gshd_homolog_goc_score
## 813 cgchok1gshd_homolog_wga_coverage
## 814 cgchok1gshd_homolog_orthology_confidence
## 815 osinensis_homolog_ensembl_gene
## 816 osinensis_homolog_associated_gene_name
## 817 osinensis_homolog_ensembl_peptide
## 818 osinensis_homolog_chromosome
## 819 osinensis_homolog_chrom_start
## 820 osinensis_homolog_chrom_end
## 821 osinensis_homolog_canonical_transcript_protein
## 822 osinensis_homolog_subtype
## 823 osinensis_homolog_orthology_type
## 824 osinensis_homolog_perc_id
## 825 osinensis_homolog_perc_id_r1
## 826 osinensis_homolog_goc_score
## 827 osinensis_homolog_wga_coverage
## 828 osinensis_homolog_orthology_confidence
## 829 psinensis_homolog_ensembl_gene
## 830 psinensis_homolog_associated_gene_name
## 831 psinensis_homolog_ensembl_peptide
## 832 psinensis_homolog_chromosome
## 833 psinensis_homolog_chrom_start
## 834 psinensis_homolog_chrom_end
## 835 psinensis_homolog_canonical_transcript_protein
## 836 psinensis_homolog_subtype
## 837 psinensis_homolog_orthology_type
## 838 psinensis_homolog_perc_id
## 839 psinensis_homolog_perc_id_r1
## 840 psinensis_homolog_goc_score
## 841 psinensis_homolog_wga_coverage
## 842 psinensis_homolog_orthology_confidence
## 843 otshawytscha_homolog_ensembl_gene
## 844 otshawytscha_homolog_associated_gene_name
## 845 otshawytscha_homolog_ensembl_peptide
## 846 otshawytscha_homolog_chromosome
## 847 otshawytscha_homolog_chrom_start
## 848 otshawytscha_homolog_chrom_end
## 849 otshawytscha_homolog_canonical_transcript_protein
## 850 otshawytscha_homolog_subtype
## 851 otshawytscha_homolog_orthology_type
## 852 otshawytscha_homolog_perc_id
## 853 otshawytscha_homolog_perc_id_r1
## 854 otshawytscha_homolog_goc_score
## 855 otshawytscha_homolog_wga_coverage
## 856 otshawytscha_homolog_orthology_confidence
## 857 atestudineus_homolog_ensembl_gene
## 858 atestudineus_homolog_associated_gene_name
## 859 atestudineus_homolog_ensembl_peptide
## 860 atestudineus_homolog_chromosome
## 861 atestudineus_homolog_chrom_start
## 862 atestudineus_homolog_chrom_end
## 863 atestudineus_homolog_canonical_transcript_protein
## 864 atestudineus_homolog_subtype
## 865 atestudineus_homolog_orthology_type
## 866 atestudineus_homolog_perc_id
## 867 atestudineus_homolog_perc_id_r1
## 868 atestudineus_homolog_goc_score
## 869 atestudineus_homolog_orthology_confidence
## 870 aocellaris_homolog_ensembl_gene
## 871 aocellaris_homolog_associated_gene_name
## 872 aocellaris_homolog_ensembl_peptide
## 873 aocellaris_homolog_chromosome
## 874 aocellaris_homolog_chrom_start
## 875 aocellaris_homolog_chrom_end
## 876 aocellaris_homolog_canonical_transcript_protein
## 877 aocellaris_homolog_subtype
## 878 aocellaris_homolog_orthology_type
## 879 aocellaris_homolog_perc_id
## 880 aocellaris_homolog_perc_id_r1
## 881 aocellaris_homolog_goc_score
## 882 aocellaris_homolog_wga_coverage
## 883 aocellaris_homolog_orthology_confidence
## 884 lchalumnae_homolog_ensembl_gene
## 885 lchalumnae_homolog_associated_gene_name
## 886 lchalumnae_homolog_ensembl_peptide
## 887 lchalumnae_homolog_chromosome
## 888 lchalumnae_homolog_chrom_start
## 889 lchalumnae_homolog_chrom_end
## 890 lchalumnae_homolog_canonical_transcript_protein
## 891 lchalumnae_homolog_subtype
## 892 lchalumnae_homolog_orthology_type
## 893 lchalumnae_homolog_perc_id
## 894 lchalumnae_homolog_perc_id_r1
## 895 lchalumnae_homolog_goc_score
## 896 lchalumnae_homolog_wga_coverage
## 897 lchalumnae_homolog_orthology_confidence
## 898 okisutch_homolog_ensembl_gene
## 899 okisutch_homolog_associated_gene_name
## 900 okisutch_homolog_ensembl_peptide
## 901 okisutch_homolog_chromosome
## 902 okisutch_homolog_chrom_start
## 903 okisutch_homolog_chrom_end
## 904 okisutch_homolog_canonical_transcript_protein
## 905 okisutch_homolog_subtype
## 906 okisutch_homolog_orthology_type
## 907 okisutch_homolog_perc_id
## 908 okisutch_homolog_perc_id_r1
## 909 okisutch_homolog_goc_score
## 910 okisutch_homolog_wga_coverage
## 911 okisutch_homolog_orthology_confidence
## 912 falbicollis_homolog_ensembl_gene
## 913 falbicollis_homolog_associated_gene_name
## 914 falbicollis_homolog_ensembl_peptide
## 915 falbicollis_homolog_chromosome
## 916 falbicollis_homolog_chrom_start
## 917 falbicollis_homolog_chrom_end
## 918 falbicollis_homolog_canonical_transcript_protein
## 919 falbicollis_homolog_subtype
## 920 falbicollis_homolog_orthology_type
## 921 falbicollis_homolog_perc_id
## 922 falbicollis_homolog_perc_id_r1
## 923 falbicollis_homolog_goc_score
## 924 falbicollis_homolog_orthology_confidence
## 925 scanaria_homolog_ensembl_gene
## 926 scanaria_homolog_associated_gene_name
## 927 scanaria_homolog_ensembl_peptide
## 928 scanaria_homolog_chromosome
## 929 scanaria_homolog_chrom_start
## 930 scanaria_homolog_chrom_end
## 931 scanaria_homolog_canonical_transcript_protein
## 932 scanaria_homolog_subtype
## 933 scanaria_homolog_orthology_type
## 934 scanaria_homolog_perc_id
## 935 scanaria_homolog_perc_id_r1
## 936 scanaria_homolog_goc_score
## 937 scanaria_homolog_wga_coverage
## 938 scanaria_homolog_orthology_confidence
## 939 cccarpio_homolog_ensembl_gene
## 940 cccarpio_homolog_associated_gene_name
## 941 cccarpio_homolog_ensembl_peptide
## 942 cccarpio_homolog_chromosome
## 943 cccarpio_homolog_chrom_start
## 944 cccarpio_homolog_chrom_end
## 945 cccarpio_homolog_canonical_transcript_protein
## 946 cccarpio_homolog_subtype
## 947 cccarpio_homolog_orthology_type
## 948 cccarpio_homolog_perc_id
## 949 cccarpio_homolog_perc_id_r1
## 950 cccarpio_homolog_goc_score
## 951 cccarpio_homolog_orthology_confidence
## 952 pmuralis_homolog_ensembl_gene
## 953 pmuralis_homolog_associated_gene_name
## 954 pmuralis_homolog_ensembl_peptide
## 955 pmuralis_homolog_chromosome
## 956 pmuralis_homolog_chrom_start
## 957 pmuralis_homolog_chrom_end
## 958 pmuralis_homolog_canonical_transcript_protein
## 959 pmuralis_homolog_subtype
## 960 pmuralis_homolog_orthology_type
## 961 pmuralis_homolog_perc_id
## 962 pmuralis_homolog_perc_id_r1
## 963 pmuralis_homolog_goc_score
## 964 pmuralis_homolog_wga_coverage
## 965 pmuralis_homolog_orthology_confidence
## 966 vursinus_homolog_ensembl_gene
## 967 vursinus_homolog_associated_gene_name
## 968 vursinus_homolog_ensembl_peptide
## 969 vursinus_homolog_chromosome
## 970 vursinus_homolog_chrom_start
## 971 vursinus_homolog_chrom_end
## 972 vursinus_homolog_canonical_transcript_protein
## 973 vursinus_homolog_subtype
## 974 vursinus_homolog_orthology_type
## 975 vursinus_homolog_perc_id
## 976 vursinus_homolog_perc_id_r1
## 977 vursinus_homolog_goc_score
## 978 vursinus_homolog_wga_coverage
## 979 vursinus_homolog_orthology_confidence
## 980 pcoquereli_homolog_ensembl_gene
## 981 pcoquereli_homolog_associated_gene_name
## 982 pcoquereli_homolog_ensembl_peptide
## 983 pcoquereli_homolog_chromosome
## 984 pcoquereli_homolog_chrom_start
## 985 pcoquereli_homolog_chrom_end
## 986 pcoquereli_homolog_canonical_transcript_protein
## 987 pcoquereli_homolog_subtype
## 988 pcoquereli_homolog_orthology_type
## 989 pcoquereli_homolog_perc_id
## 990 pcoquereli_homolog_perc_id_r1
## 991 pcoquereli_homolog_goc_score
## 992 pcoquereli_homolog_wga_coverage
## 993 pcoquereli_homolog_orthology_confidence
## 994 btaurus_homolog_ensembl_gene
## 995 btaurus_homolog_associated_gene_name
## 996 btaurus_homolog_ensembl_peptide
## 997 btaurus_homolog_chromosome
## 998 btaurus_homolog_chrom_start
## 999 btaurus_homolog_chrom_end
## 1000 btaurus_homolog_canonical_transcript_protein
## 1001 btaurus_homolog_subtype
## 1002 btaurus_homolog_orthology_type
## 1003 btaurus_homolog_perc_id
## 1004 btaurus_homolog_perc_id_r1
## 1005 btaurus_homolog_goc_score
## 1006 btaurus_homolog_wga_coverage
## 1007 btaurus_homolog_orthology_confidence
## 1008 mfascicularis_homolog_ensembl_gene
## 1009 mfascicularis_homolog_associated_gene_name
## 1010 mfascicularis_homolog_ensembl_peptide
## 1011 mfascicularis_homolog_chromosome
## 1012 mfascicularis_homolog_chrom_start
## 1013 mfascicularis_homolog_chrom_end
## 1014 mfascicularis_homolog_canonical_transcript_protein
## 1015 mfascicularis_homolog_subtype
## 1016 mfascicularis_homolog_orthology_type
## 1017 mfascicularis_homolog_perc_id
## 1018 mfascicularis_homolog_perc_id_r1
## 1019 mfascicularis_homolog_goc_score
## 1020 mfascicularis_homolog_wga_coverage
## 1021 mfascicularis_homolog_orthology_confidence
## 1022 odegus_homolog_ensembl_gene
## 1023 odegus_homolog_associated_gene_name
## 1024 odegus_homolog_ensembl_peptide
## 1025 odegus_homolog_chromosome
## 1026 odegus_homolog_chrom_start
## 1027 odegus_homolog_chrom_end
## 1028 odegus_homolog_canonical_transcript_protein
## 1029 odegus_homolog_subtype
## 1030 odegus_homolog_orthology_type
## 1031 odegus_homolog_perc_id
## 1032 odegus_homolog_perc_id_r1
## 1033 odegus_homolog_goc_score
## 1034 odegus_homolog_wga_coverage
## 1035 odegus_homolog_orthology_confidence
## 1036 dclupeoides_homolog_ensembl_gene
## 1037 dclupeoides_homolog_associated_gene_name
## 1038 dclupeoides_homolog_ensembl_peptide
## 1039 dclupeoides_homolog_chromosome
## 1040 dclupeoides_homolog_chrom_start
## 1041 dclupeoides_homolog_chrom_end
## 1042 dclupeoides_homolog_canonical_transcript_protein
## 1043 dclupeoides_homolog_subtype
## 1044 dclupeoides_homolog_orthology_type
## 1045 dclupeoides_homolog_perc_id
## 1046 dclupeoides_homolog_perc_id_r1
## 1047 dclupeoides_homolog_goc_score
## 1048 dclupeoides_homolog_wga_coverage
## 1049 dclupeoides_homolog_orthology_confidence
## 1050 cldingo_homolog_ensembl_gene
## 1051 cldingo_homolog_associated_gene_name
## 1052 cldingo_homolog_ensembl_peptide
## 1053 cldingo_homolog_chromosome
## 1054 cldingo_homolog_chrom_start
## 1055 cldingo_homolog_chrom_end
## 1056 cldingo_homolog_canonical_transcript_protein
## 1057 cldingo_homolog_subtype
## 1058 cldingo_homolog_orthology_type
## 1059 cldingo_homolog_perc_id
## 1060 cldingo_homolog_perc_id_r1
## 1061 cldingo_homolog_goc_score
## 1062 cldingo_homolog_wga_coverage
## 1063 cldingo_homolog_orthology_confidence
## 1064 clfamiliaris_homolog_ensembl_gene
## 1065 clfamiliaris_homolog_associated_gene_name
## 1066 clfamiliaris_homolog_ensembl_peptide
## 1067 clfamiliaris_homolog_chromosome
## 1068 clfamiliaris_homolog_chrom_start
## 1069 clfamiliaris_homolog_chrom_end
## 1070 clfamiliaris_homolog_canonical_transcript_protein
## 1071 clfamiliaris_homolog_subtype
## 1072 clfamiliaris_homolog_orthology_type
## 1073 clfamiliaris_homolog_perc_id
## 1074 clfamiliaris_homolog_perc_id_r1
## 1075 clfamiliaris_homolog_goc_score
## 1076 clfamiliaris_homolog_wga_coverage
## 1077 clfamiliaris_homolog_orthology_confidence
## 1078 ttruncatus_homolog_ensembl_gene
## 1079 ttruncatus_homolog_associated_gene_name
## 1080 ttruncatus_homolog_ensembl_peptide
## 1081 ttruncatus_homolog_chromosome
## 1082 ttruncatus_homolog_chrom_start
## 1083 ttruncatus_homolog_chrom_end
## 1084 ttruncatus_homolog_canonical_transcript_protein
## 1085 ttruncatus_homolog_subtype
## 1086 ttruncatus_homolog_orthology_type
## 1087 ttruncatus_homolog_perc_id
## 1088 ttruncatus_homolog_perc_id_r1
## 1089 ttruncatus_homolog_goc_score
## 1090 ttruncatus_homolog_wga_coverage
## 1091 ttruncatus_homolog_orthology_confidence
## 1092 bgrunniens_homolog_ensembl_gene
## 1093 bgrunniens_homolog_associated_gene_name
## 1094 bgrunniens_homolog_ensembl_peptide
## 1095 bgrunniens_homolog_chromosome
## 1096 bgrunniens_homolog_chrom_start
## 1097 bgrunniens_homolog_chrom_end
## 1098 bgrunniens_homolog_canonical_transcript_protein
## 1099 bgrunniens_homolog_subtype
## 1100 bgrunniens_homolog_orthology_type
## 1101 bgrunniens_homolog_perc_id
## 1102 bgrunniens_homolog_perc_id_r1
## 1103 bgrunniens_homolog_goc_score
## 1104 bgrunniens_homolog_wga_coverage
## 1105 bgrunniens_homolog_orthology_confidence
## 1106 easinus_homolog_ensembl_gene
## 1107 easinus_homolog_associated_gene_name
## 1108 easinus_homolog_ensembl_peptide
## 1109 easinus_homolog_chromosome
## 1110 easinus_homolog_chrom_start
## 1111 easinus_homolog_chrom_end
## 1112 easinus_homolog_canonical_transcript_protein
## 1113 easinus_homolog_subtype
## 1114 easinus_homolog_orthology_type
## 1115 easinus_homolog_perc_id
## 1116 easinus_homolog_perc_id_r1
## 1117 easinus_homolog_goc_score
## 1118 easinus_homolog_orthology_confidence
## 1119 mleucophaeus_homolog_ensembl_gene
## 1120 mleucophaeus_homolog_associated_gene_name
## 1121 mleucophaeus_homolog_ensembl_peptide
## 1122 mleucophaeus_homolog_chromosome
## 1123 mleucophaeus_homolog_chrom_start
## 1124 mleucophaeus_homolog_chrom_end
## 1125 mleucophaeus_homolog_canonical_transcript_protein
## 1126 mleucophaeus_homolog_subtype
## 1127 mleucophaeus_homolog_orthology_type
## 1128 mleucophaeus_homolog_perc_id
## 1129 mleucophaeus_homolog_perc_id_r1
## 1130 mleucophaeus_homolog_goc_score
## 1131 mleucophaeus_homolog_wga_coverage
## 1132 mleucophaeus_homolog_orthology_confidence
## 1133 dmelanogaster_homolog_ensembl_gene
## 1134 dmelanogaster_homolog_associated_gene_name
## 1135 dmelanogaster_homolog_ensembl_peptide
## 1136 dmelanogaster_homolog_chromosome
## 1137 dmelanogaster_homolog_chrom_start
## 1138 dmelanogaster_homolog_chrom_end
## 1139 dmelanogaster_homolog_canonical_transcript_protein
## 1140 dmelanogaster_homolog_subtype
## 1141 dmelanogaster_homolog_orthology_type
## 1142 dmelanogaster_homolog_perc_id
## 1143 dmelanogaster_homolog_perc_id_r1
## 1144 dmelanogaster_homolog_orthology_confidence
## 1145 applatyrhynchos_homolog_ensembl_gene
## 1146 applatyrhynchos_homolog_associated_gene_name
## 1147 applatyrhynchos_homolog_ensembl_peptide
## 1148 applatyrhynchos_homolog_chromosome
## 1149 applatyrhynchos_homolog_chrom_start
## 1150 applatyrhynchos_homolog_chrom_end
## 1151 applatyrhynchos_homolog_canonical_transcript_protein
## 1152 applatyrhynchos_homolog_subtype
## 1153 applatyrhynchos_homolog_orthology_type
## 1154 applatyrhynchos_homolog_perc_id
## 1155 applatyrhynchos_homolog_perc_id_r1
## 1156 applatyrhynchos_homolog_goc_score
## 1157 applatyrhynchos_homolog_wga_coverage
## 1158 applatyrhynchos_homolog_orthology_confidence
## 1159 ptextilis_homolog_ensembl_gene
## 1160 ptextilis_homolog_associated_gene_name
## 1161 ptextilis_homolog_ensembl_peptide
## 1162 ptextilis_homolog_chromosome
## 1163 ptextilis_homolog_chrom_start
## 1164 ptextilis_homolog_chrom_end
## 1165 ptextilis_homolog_canonical_transcript_protein
## 1166 ptextilis_homolog_subtype
## 1167 ptextilis_homolog_orthology_type
## 1168 ptextilis_homolog_perc_id
## 1169 ptextilis_homolog_perc_id_r1
## 1170 ptextilis_homolog_goc_score
## 1171 ptextilis_homolog_wga_coverage
## 1172 ptextilis_homolog_orthology_confidence
## 1173 acalliptera_homolog_ensembl_gene
## 1174 acalliptera_homolog_associated_gene_name
## 1175 acalliptera_homolog_ensembl_peptide
## 1176 acalliptera_homolog_chromosome
## 1177 acalliptera_homolog_chrom_start
## 1178 acalliptera_homolog_chrom_end
## 1179 acalliptera_homolog_canonical_transcript_protein
## 1180 acalliptera_homolog_subtype
## 1181 acalliptera_homolog_orthology_type
## 1182 acalliptera_homolog_perc_id
## 1183 acalliptera_homolog_perc_id_r1
## 1184 acalliptera_homolog_goc_score
## 1185 acalliptera_homolog_wga_coverage
## 1186 acalliptera_homolog_orthology_confidence
## 1187 eelectricus_homolog_ensembl_gene
## 1188 eelectricus_homolog_associated_gene_name
## 1189 eelectricus_homolog_ensembl_peptide
## 1190 eelectricus_homolog_chromosome
## 1191 eelectricus_homolog_chrom_start
## 1192 eelectricus_homolog_chrom_end
## 1193 eelectricus_homolog_canonical_transcript_protein
## 1194 eelectricus_homolog_subtype
## 1195 eelectricus_homolog_orthology_type
## 1196 eelectricus_homolog_perc_id
## 1197 eelectricus_homolog_perc_id_r1
## 1198 eelectricus_homolog_goc_score
## 1199 eelectricus_homolog_wga_coverage
## 1200 eelectricus_homolog_orthology_confidence
## 1201 lafricana_homolog_ensembl_gene
## 1202 lafricana_homolog_associated_gene_name
## 1203 lafricana_homolog_ensembl_peptide
## 1204 lafricana_homolog_chromosome
## 1205 lafricana_homolog_chrom_start
## 1206 lafricana_homolog_chrom_end
## 1207 lafricana_homolog_canonical_transcript_protein
## 1208 lafricana_homolog_subtype
## 1209 lafricana_homolog_orthology_type
## 1210 lafricana_homolog_perc_id
## 1211 lafricana_homolog_perc_id_r1
## 1212 lafricana_homolog_goc_score
## 1213 lafricana_homolog_wga_coverage
## 1214 lafricana_homolog_orthology_confidence
## 1215 cmilii_homolog_ensembl_gene
## 1216 cmilii_homolog_associated_gene_name
## 1217 cmilii_homolog_ensembl_peptide
## 1218 cmilii_homolog_chromosome
## 1219 cmilii_homolog_chrom_start
## 1220 cmilii_homolog_chrom_end
## 1221 cmilii_homolog_canonical_transcript_protein
## 1222 cmilii_homolog_subtype
## 1223 cmilii_homolog_orthology_type
## 1224 cmilii_homolog_perc_id
## 1225 cmilii_homolog_perc_id_r1
## 1226 cmilii_homolog_wga_coverage
## 1227 cmilii_homolog_orthology_confidence
## 1228 svulgaris_homolog_ensembl_gene
## 1229 svulgaris_homolog_associated_gene_name
## 1230 svulgaris_homolog_ensembl_peptide
## 1231 svulgaris_homolog_chromosome
## 1232 svulgaris_homolog_chrom_start
## 1233 svulgaris_homolog_chrom_end
## 1234 svulgaris_homolog_canonical_transcript_protein
## 1235 svulgaris_homolog_subtype
## 1236 svulgaris_homolog_orthology_type
## 1237 svulgaris_homolog_perc_id
## 1238 svulgaris_homolog_perc_id_r1
## 1239 svulgaris_homolog_goc_score
## 1240 svulgaris_homolog_wga_coverage
## 1241 svulgaris_homolog_orthology_confidence
## 1242 dlabrax_homolog_ensembl_gene
## 1243 dlabrax_homolog_associated_gene_name
## 1244 dlabrax_homolog_ensembl_peptide
## 1245 dlabrax_homolog_chromosome
## 1246 dlabrax_homolog_chrom_start
## 1247 dlabrax_homolog_chrom_end
## 1248 dlabrax_homolog_canonical_transcript_protein
## 1249 dlabrax_homolog_subtype
## 1250 dlabrax_homolog_orthology_type
## 1251 dlabrax_homolog_perc_id
## 1252 dlabrax_homolog_perc_id_r1
## 1253 dlabrax_homolog_goc_score
## 1254 dlabrax_homolog_orthology_confidence
## 1255 mpfuro_homolog_ensembl_gene
## 1256 mpfuro_homolog_associated_gene_name
## 1257 mpfuro_homolog_ensembl_peptide
## 1258 mpfuro_homolog_chromosome
## 1259 mpfuro_homolog_chrom_start
## 1260 mpfuro_homolog_chrom_end
## 1261 mpfuro_homolog_canonical_transcript_protein
## 1262 mpfuro_homolog_subtype
## 1263 mpfuro_homolog_orthology_type
## 1264 mpfuro_homolog_perc_id
## 1265 mpfuro_homolog_perc_id_r1
## 1266 mpfuro_homolog_goc_score
## 1267 mpfuro_homolog_wga_coverage
## 1268 mpfuro_homolog_orthology_confidence
## 1269 trubripes_homolog_ensembl_gene
## 1270 trubripes_homolog_associated_gene_name
## 1271 trubripes_homolog_ensembl_peptide
## 1272 trubripes_homolog_chromosome
## 1273 trubripes_homolog_chrom_start
## 1274 trubripes_homolog_chrom_end
## 1275 trubripes_homolog_canonical_transcript_protein
## 1276 trubripes_homolog_subtype
## 1277 trubripes_homolog_orthology_type
## 1278 trubripes_homolog_perc_id
## 1279 trubripes_homolog_perc_id_r1
## 1280 trubripes_homolog_goc_score
## 1281 trubripes_homolog_wga_coverage
## 1282 trubripes_homolog_orthology_confidence
## 1283 amelanoleuca_homolog_ensembl_gene
## 1284 amelanoleuca_homolog_associated_gene_name
## 1285 amelanoleuca_homolog_ensembl_peptide
## 1286 amelanoleuca_homolog_chromosome
## 1287 amelanoleuca_homolog_chrom_start
## 1288 amelanoleuca_homolog_chrom_end
## 1289 amelanoleuca_homolog_canonical_transcript_protein
## 1290 amelanoleuca_homolog_subtype
## 1291 amelanoleuca_homolog_orthology_type
## 1292 amelanoleuca_homolog_perc_id
## 1293 amelanoleuca_homolog_perc_id_r1
## 1294 amelanoleuca_homolog_goc_score
## 1295 amelanoleuca_homolog_orthology_confidence
## 1296 nleucogenys_homolog_ensembl_gene
## 1297 nleucogenys_homolog_associated_gene_name
## 1298 nleucogenys_homolog_ensembl_peptide
## 1299 nleucogenys_homolog_chromosome
## 1300 nleucogenys_homolog_chrom_start
## 1301 nleucogenys_homolog_chrom_end
## 1302 nleucogenys_homolog_canonical_transcript_protein
## 1303 nleucogenys_homolog_subtype
## 1304 nleucogenys_homolog_orthology_type
## 1305 nleucogenys_homolog_perc_id
## 1306 nleucogenys_homolog_perc_id_r1
## 1307 nleucogenys_homolog_goc_score
## 1308 nleucogenys_homolog_wga_coverage
## 1309 nleucogenys_homolog_orthology_confidence
## 1310 saurata_homolog_ensembl_gene
## 1311 saurata_homolog_associated_gene_name
## 1312 saurata_homolog_ensembl_peptide
## 1313 saurata_homolog_chromosome
## 1314 saurata_homolog_chrom_start
## 1315 saurata_homolog_chrom_end
## 1316 saurata_homolog_canonical_transcript_protein
## 1317 saurata_homolog_subtype
## 1318 saurata_homolog_orthology_type
## 1319 saurata_homolog_perc_id
## 1320 saurata_homolog_perc_id_r1
## 1321 saurata_homolog_goc_score
## 1322 saurata_homolog_wga_coverage
## 1323 saurata_homolog_orthology_confidence
## 1324 chircus_homolog_ensembl_gene
## 1325 chircus_homolog_associated_gene_name
## 1326 chircus_homolog_ensembl_peptide
## 1327 chircus_homolog_chromosome
## 1328 chircus_homolog_chrom_start
## 1329 chircus_homolog_chrom_end
## 1330 chircus_homolog_canonical_transcript_protein
## 1331 chircus_homolog_subtype
## 1332 chircus_homolog_orthology_type
## 1333 chircus_homolog_perc_id
## 1334 chircus_homolog_perc_id_r1
## 1335 chircus_homolog_goc_score
## 1336 chircus_homolog_wga_coverage
## 1337 chircus_homolog_orthology_confidence
## 1338 mauratus_homolog_ensembl_gene
## 1339 mauratus_homolog_associated_gene_name
## 1340 mauratus_homolog_ensembl_peptide
## 1341 mauratus_homolog_chromosome
## 1342 mauratus_homolog_chrom_start
## 1343 mauratus_homolog_chrom_end
## 1344 mauratus_homolog_canonical_transcript_protein
## 1345 mauratus_homolog_subtype
## 1346 mauratus_homolog_orthology_type
## 1347 mauratus_homolog_perc_id
## 1348 mauratus_homolog_perc_id_r1
## 1349 mauratus_homolog_goc_score
## 1350 mauratus_homolog_wga_coverage
## 1351 mauratus_homolog_orthology_confidence
## 1352 acchrysaetos_homolog_ensembl_gene
## 1353 acchrysaetos_homolog_associated_gene_name
## 1354 acchrysaetos_homolog_ensembl_peptide
## 1355 acchrysaetos_homolog_chromosome
## 1356 acchrysaetos_homolog_chrom_start
## 1357 acchrysaetos_homolog_chrom_end
## 1358 acchrysaetos_homolog_canonical_transcript_protein
## 1359 acchrysaetos_homolog_subtype
## 1360 acchrysaetos_homolog_orthology_type
## 1361 acchrysaetos_homolog_perc_id
## 1362 acchrysaetos_homolog_perc_id_r1
## 1363 acchrysaetos_homolog_goc_score
## 1364 acchrysaetos_homolog_wga_coverage
## 1365 acchrysaetos_homolog_orthology_confidence
## 1366 rroxellana_homolog_ensembl_gene
## 1367 rroxellana_homolog_associated_gene_name
## 1368 rroxellana_homolog_ensembl_peptide
## 1369 rroxellana_homolog_chromosome
## 1370 rroxellana_homolog_chrom_start
## 1371 rroxellana_homolog_chrom_end
## 1372 rroxellana_homolog_canonical_transcript_protein
## 1373 rroxellana_homolog_subtype
## 1374 rroxellana_homolog_orthology_type
## 1375 rroxellana_homolog_perc_id
## 1376 rroxellana_homolog_perc_id_r1
## 1377 rroxellana_homolog_goc_score
## 1378 rroxellana_homolog_wga_coverage
## 1379 rroxellana_homolog_orthology_confidence
## 1380 sgrahami_homolog_ensembl_gene
## 1381 sgrahami_homolog_associated_gene_name
## 1382 sgrahami_homolog_ensembl_peptide
## 1383 sgrahami_homolog_chromosome
## 1384 sgrahami_homolog_chrom_start
## 1385 sgrahami_homolog_chrom_end
## 1386 sgrahami_homolog_canonical_transcript_protein
## 1387 sgrahami_homolog_subtype
## 1388 sgrahami_homolog_orthology_type
## 1389 sgrahami_homolog_perc_id
## 1390 sgrahami_homolog_perc_id_r1
## 1391 sgrahami_homolog_goc_score
## 1392 sgrahami_homolog_wga_coverage
## 1393 sgrahami_homolog_orthology_confidence
## 1394 cauratus_homolog_ensembl_gene
## 1395 cauratus_homolog_associated_gene_name
## 1396 cauratus_homolog_ensembl_peptide
## 1397 cauratus_homolog_chromosome
## 1398 cauratus_homolog_chrom_start
## 1399 cauratus_homolog_chrom_end
## 1400 cauratus_homolog_canonical_transcript_protein
## 1401 cauratus_homolog_subtype
## 1402 cauratus_homolog_orthology_type
## 1403 cauratus_homolog_perc_id
## 1404 cauratus_homolog_perc_id_r1
## 1405 cauratus_homolog_goc_score
## 1406 cauratus_homolog_wga_coverage
## 1407 cauratus_homolog_orthology_confidence
## 1408 gevgoodei_homolog_ensembl_gene
## 1409 gevgoodei_homolog_associated_gene_name
## 1410 gevgoodei_homolog_ensembl_peptide
## 1411 gevgoodei_homolog_chromosome
## 1412 gevgoodei_homolog_chrom_start
## 1413 gevgoodei_homolog_chrom_end
## 1414 gevgoodei_homolog_canonical_transcript_protein
## 1415 gevgoodei_homolog_subtype
## 1416 gevgoodei_homolog_orthology_type
## 1417 gevgoodei_homolog_perc_id
## 1418 gevgoodei_homolog_perc_id_r1
## 1419 gevgoodei_homolog_goc_score
## 1420 gevgoodei_homolog_wga_coverage
## 1421 gevgoodei_homolog_orthology_confidence
## 1422 ggorilla_homolog_ensembl_gene
## 1423 ggorilla_homolog_associated_gene_name
## 1424 ggorilla_homolog_ensembl_peptide
## 1425 ggorilla_homolog_chromosome
## 1426 ggorilla_homolog_chrom_start
## 1427 ggorilla_homolog_chrom_end
## 1428 ggorilla_homolog_canonical_transcript_protein
## 1429 ggorilla_homolog_subtype
## 1430 ggorilla_homolog_orthology_type
## 1431 ggorilla_homolog_perc_id
## 1432 ggorilla_homolog_perc_id_r1
## 1433 ggorilla_homolog_goc_score
## 1434 ggorilla_homolog_wga_coverage
## 1435 ggorilla_homolog_orthology_confidence
## 1436 pmajor_homolog_ensembl_gene
## 1437 pmajor_homolog_associated_gene_name
## 1438 pmajor_homolog_ensembl_peptide
## 1439 pmajor_homolog_chromosome
## 1440 pmajor_homolog_chrom_start
## 1441 pmajor_homolog_chrom_end
## 1442 pmajor_homolog_canonical_transcript_protein
## 1443 pmajor_homolog_subtype
## 1444 pmajor_homolog_orthology_type
## 1445 pmajor_homolog_perc_id
## 1446 pmajor_homolog_perc_id_r1
## 1447 pmajor_homolog_goc_score
## 1448 pmajor_homolog_wga_coverage
## 1449 pmajor_homolog_orthology_confidence
## 1450 sdumerili_homolog_ensembl_gene
## 1451 sdumerili_homolog_associated_gene_name
## 1452 sdumerili_homolog_ensembl_peptide
## 1453 sdumerili_homolog_chromosome
## 1454 sdumerili_homolog_chrom_start
## 1455 sdumerili_homolog_chrom_end
## 1456 sdumerili_homolog_canonical_transcript_protein
## 1457 sdumerili_homolog_subtype
## 1458 sdumerili_homolog_orthology_type
## 1459 sdumerili_homolog_perc_id
## 1460 sdumerili_homolog_perc_id_r1
## 1461 sdumerili_homolog_goc_score
## 1462 sdumerili_homolog_wga_coverage
## 1463 sdumerili_homolog_orthology_confidence
## 1464 psimus_homolog_ensembl_gene
## 1465 psimus_homolog_associated_gene_name
## 1466 psimus_homolog_ensembl_peptide
## 1467 psimus_homolog_chromosome
## 1468 psimus_homolog_chrom_start
## 1469 psimus_homolog_chrom_end
## 1470 psimus_homolog_canonical_transcript_protein
## 1471 psimus_homolog_subtype
## 1472 psimus_homolog_orthology_type
## 1473 psimus_homolog_perc_id
## 1474 psimus_homolog_perc_id_r1
## 1475 psimus_homolog_goc_score
## 1476 psimus_homolog_wga_coverage
## 1477 psimus_homolog_orthology_confidence
## 1478 rferrumequinum_homolog_ensembl_gene
## 1479 rferrumequinum_homolog_associated_gene_name
## 1480 rferrumequinum_homolog_ensembl_peptide
## 1481 rferrumequinum_homolog_chromosome
## 1482 rferrumequinum_homolog_chrom_start
## 1483 rferrumequinum_homolog_chrom_end
## 1484 rferrumequinum_homolog_canonical_transcript_protein
## 1485 rferrumequinum_homolog_subtype
## 1486 rferrumequinum_homolog_orthology_type
## 1487 rferrumequinum_homolog_perc_id
## 1488 rferrumequinum_homolog_perc_id_r1
## 1489 rferrumequinum_homolog_goc_score
## 1490 rferrumequinum_homolog_wga_coverage
## 1491 rferrumequinum_homolog_orthology_confidence
## 1492 acarolinensis_homolog_ensembl_gene
## 1493 acarolinensis_homolog_associated_gene_name
## 1494 acarolinensis_homolog_ensembl_peptide
## 1495 acarolinensis_homolog_chromosome
## 1496 acarolinensis_homolog_chrom_start
## 1497 acarolinensis_homolog_chrom_end
## 1498 acarolinensis_homolog_canonical_transcript_protein
## 1499 acarolinensis_homolog_subtype
## 1500 acarolinensis_homolog_orthology_type
## 1501 acarolinensis_homolog_perc_id
## 1502 acarolinensis_homolog_perc_id_r1
## 1503 acarolinensis_homolog_goc_score
## 1504 acarolinensis_homolog_orthology_confidence
## 1505 cporcellus_homolog_ensembl_gene
## 1506 cporcellus_homolog_associated_gene_name
## 1507 cporcellus_homolog_ensembl_peptide
## 1508 cporcellus_homolog_chromosome
## 1509 cporcellus_homolog_chrom_start
## 1510 cporcellus_homolog_chrom_end
## 1511 cporcellus_homolog_canonical_transcript_protein
## 1512 cporcellus_homolog_subtype
## 1513 cporcellus_homolog_orthology_type
## 1514 cporcellus_homolog_perc_id
## 1515 cporcellus_homolog_perc_id_r1
## 1516 cporcellus_homolog_goc_score
## 1517 cporcellus_homolog_wga_coverage
## 1518 cporcellus_homolog_orthology_confidence
## 1519 preticulata_homolog_ensembl_gene
## 1520 preticulata_homolog_associated_gene_name
## 1521 preticulata_homolog_ensembl_peptide
## 1522 preticulata_homolog_chromosome
## 1523 preticulata_homolog_chrom_start
## 1524 preticulata_homolog_chrom_end
## 1525 preticulata_homolog_canonical_transcript_protein
## 1526 preticulata_homolog_subtype
## 1527 preticulata_homolog_orthology_type
## 1528 preticulata_homolog_perc_id
## 1529 preticulata_homolog_perc_id_r1
## 1530 preticulata_homolog_goc_score
## 1531 preticulata_homolog_wga_coverage
## 1532 preticulata_homolog_orthology_confidence
## 1533 eburgeri_homolog_ensembl_gene
## 1534 eburgeri_homolog_associated_gene_name
## 1535 eburgeri_homolog_ensembl_peptide
## 1536 eburgeri_homolog_chromosome
## 1537 eburgeri_homolog_chrom_start
## 1538 eburgeri_homolog_chrom_end
## 1539 eburgeri_homolog_canonical_transcript_protein
## 1540 eburgeri_homolog_subtype
## 1541 eburgeri_homolog_orthology_type
## 1542 eburgeri_homolog_perc_id
## 1543 eburgeri_homolog_perc_id_r1
## 1544 eburgeri_homolog_wga_coverage
## 1545 eburgeri_homolog_orthology_confidence
## 1546 eeuropaeus_homolog_ensembl_gene
## 1547 eeuropaeus_homolog_associated_gene_name
## 1548 eeuropaeus_homolog_ensembl_peptide
## 1549 eeuropaeus_homolog_chromosome
## 1550 eeuropaeus_homolog_chrom_start
## 1551 eeuropaeus_homolog_chrom_end
## 1552 eeuropaeus_homolog_canonical_transcript_protein
## 1553 eeuropaeus_homolog_subtype
## 1554 eeuropaeus_homolog_orthology_type
## 1555 eeuropaeus_homolog_perc_id
## 1556 eeuropaeus_homolog_perc_id_r1
## 1557 eeuropaeus_homolog_goc_score
## 1558 eeuropaeus_homolog_wga_coverage
## 1559 eeuropaeus_homolog_orthology_confidence
## 1560 ecaballus_homolog_ensembl_gene
## 1561 ecaballus_homolog_associated_gene_name
## 1562 ecaballus_homolog_ensembl_peptide
## 1563 ecaballus_homolog_chromosome
## 1564 ecaballus_homolog_chrom_start
## 1565 ecaballus_homolog_chrom_end
## 1566 ecaballus_homolog_canonical_transcript_protein
## 1567 ecaballus_homolog_subtype
## 1568 ecaballus_homolog_orthology_type
## 1569 ecaballus_homolog_perc_id
## 1570 ecaballus_homolog_perc_id_r1
## 1571 ecaballus_homolog_goc_score
## 1572 ecaballus_homolog_wga_coverage
## 1573 ecaballus_homolog_orthology_confidence
## 1574 hhucho_homolog_ensembl_gene
## 1575 hhucho_homolog_associated_gene_name
## 1576 hhucho_homolog_ensembl_peptide
## 1577 hhucho_homolog_chromosome
## 1578 hhucho_homolog_chrom_start
## 1579 hhucho_homolog_chrom_end
## 1580 hhucho_homolog_canonical_transcript_protein
## 1581 hhucho_homolog_subtype
## 1582 hhucho_homolog_orthology_type
## 1583 hhucho_homolog_perc_id
## 1584 hhucho_homolog_perc_id_r1
## 1585 hhucho_homolog_goc_score
## 1586 hhucho_homolog_wga_coverage
## 1587 hhucho_homolog_orthology_confidence
## 1588 bihybrid_homolog_ensembl_gene
## 1589 bihybrid_homolog_associated_gene_name
## 1590 bihybrid_homolog_ensembl_peptide
## 1591 bihybrid_homolog_chromosome
## 1592 bihybrid_homolog_chrom_start
## 1593 bihybrid_homolog_chrom_end
## 1594 bihybrid_homolog_canonical_transcript_protein
## 1595 bihybrid_homolog_subtype
## 1596 bihybrid_homolog_orthology_type
## 1597 bihybrid_homolog_perc_id
## 1598 bihybrid_homolog_perc_id_r1
## 1599 bihybrid_homolog_goc_score
## 1600 bihybrid_homolog_wga_coverage
## 1601 bihybrid_homolog_orthology_confidence
## 1602 pcapensis_homolog_ensembl_gene
## 1603 pcapensis_homolog_associated_gene_name
## 1604 pcapensis_homolog_ensembl_peptide
## 1605 pcapensis_homolog_chromosome
## 1606 pcapensis_homolog_chrom_start
## 1607 pcapensis_homolog_chrom_end
## 1608 pcapensis_homolog_canonical_transcript_protein
## 1609 pcapensis_homolog_subtype
## 1610 pcapensis_homolog_orthology_type
## 1611 pcapensis_homolog_perc_id
## 1612 pcapensis_homolog_perc_id_r1
## 1613 pcapensis_homolog_goc_score
## 1614 pcapensis_homolog_wga_coverage
## 1615 pcapensis_homolog_orthology_confidence
## 1616 nnaja_homolog_ensembl_gene
## 1617 nnaja_homolog_associated_gene_name
## 1618 nnaja_homolog_ensembl_peptide
## 1619 nnaja_homolog_chromosome
## 1620 nnaja_homolog_chrom_start
## 1621 nnaja_homolog_chrom_end
## 1622 nnaja_homolog_canonical_transcript_protein
## 1623 nnaja_homolog_subtype
## 1624 nnaja_homolog_orthology_type
## 1625 nnaja_homolog_perc_id
## 1626 nnaja_homolog_perc_id_r1
## 1627 nnaja_homolog_goc_score
## 1628 nnaja_homolog_wga_coverage
## 1629 nnaja_homolog_orthology_confidence
## 1630 omelastigma_homolog_ensembl_gene
## 1631 omelastigma_homolog_associated_gene_name
## 1632 omelastigma_homolog_ensembl_peptide
## 1633 omelastigma_homolog_chromosome
## 1634 omelastigma_homolog_chrom_start
## 1635 omelastigma_homolog_chrom_end
## 1636 omelastigma_homolog_canonical_transcript_protein
## 1637 omelastigma_homolog_subtype
## 1638 omelastigma_homolog_orthology_type
## 1639 omelastigma_homolog_perc_id
## 1640 omelastigma_homolog_perc_id_r1
## 1641 omelastigma_homolog_goc_score
## 1642 omelastigma_homolog_wga_coverage
## 1643 omelastigma_homolog_orthology_confidence
## 1644 olatipes_homolog_ensembl_gene
## 1645 olatipes_homolog_associated_gene_name
## 1646 olatipes_homolog_ensembl_peptide
## 1647 olatipes_homolog_chromosome
## 1648 olatipes_homolog_chrom_start
## 1649 olatipes_homolog_chrom_end
## 1650 olatipes_homolog_canonical_transcript_protein
## 1651 olatipes_homolog_subtype
## 1652 olatipes_homolog_orthology_type
## 1653 olatipes_homolog_perc_id
## 1654 olatipes_homolog_perc_id_r1
## 1655 olatipes_homolog_goc_score
## 1656 olatipes_homolog_wga_coverage
## 1657 olatipes_homolog_orthology_confidence
## 1658 cjaponica_homolog_ensembl_gene
## 1659 cjaponica_homolog_associated_gene_name
## 1660 cjaponica_homolog_ensembl_peptide
## 1661 cjaponica_homolog_chromosome
## 1662 cjaponica_homolog_chrom_start
## 1663 cjaponica_homolog_chrom_end
## 1664 cjaponica_homolog_canonical_transcript_protein
## 1665 cjaponica_homolog_subtype
## 1666 cjaponica_homolog_orthology_type
## 1667 cjaponica_homolog_perc_id
## 1668 cjaponica_homolog_perc_id_r1
## 1669 cjaponica_homolog_goc_score
## 1670 cjaponica_homolog_wga_coverage
## 1671 cjaponica_homolog_orthology_confidence
## 1672 ojavanicus_homolog_ensembl_gene
## 1673 ojavanicus_homolog_associated_gene_name
## 1674 ojavanicus_homolog_ensembl_peptide
## 1675 ojavanicus_homolog_chromosome
## 1676 ojavanicus_homolog_chrom_start
## 1677 ojavanicus_homolog_chrom_end
## 1678 ojavanicus_homolog_canonical_transcript_protein
## 1679 ojavanicus_homolog_subtype
## 1680 ojavanicus_homolog_orthology_type
## 1681 ojavanicus_homolog_perc_id
## 1682 ojavanicus_homolog_perc_id_r1
## 1683 ojavanicus_homolog_goc_score
## 1684 ojavanicus_homolog_wga_coverage
## 1685 ojavanicus_homolog_orthology_confidence
## 1686 shabroptila_homolog_ensembl_gene
## 1687 shabroptila_homolog_associated_gene_name
## 1688 shabroptila_homolog_ensembl_peptide
## 1689 shabroptila_homolog_chromosome
## 1690 shabroptila_homolog_chrom_start
## 1691 shabroptila_homolog_chrom_end
## 1692 shabroptila_homolog_canonical_transcript_protein
## 1693 shabroptila_homolog_subtype
## 1694 shabroptila_homolog_orthology_type
## 1695 shabroptila_homolog_perc_id
## 1696 shabroptila_homolog_perc_id_r1
## 1697 shabroptila_homolog_goc_score
## 1698 shabroptila_homolog_wga_coverage
## 1699 shabroptila_homolog_orthology_confidence
## 1700 dordii_homolog_ensembl_gene
## 1701 dordii_homolog_associated_gene_name
## 1702 dordii_homolog_ensembl_peptide
## 1703 dordii_homolog_chromosome
## 1704 dordii_homolog_chrom_start
## 1705 dordii_homolog_chrom_end
## 1706 dordii_homolog_canonical_transcript_protein
## 1707 dordii_homolog_subtype
## 1708 dordii_homolog_orthology_type
## 1709 dordii_homolog_perc_id
## 1710 dordii_homolog_perc_id_r1
## 1711 dordii_homolog_goc_score
## 1712 dordii_homolog_wga_coverage
## 1713 dordii_homolog_orthology_confidence
## 1714 pcinereus_homolog_ensembl_gene
## 1715 pcinereus_homolog_associated_gene_name
## 1716 pcinereus_homolog_ensembl_peptide
## 1717 pcinereus_homolog_chromosome
## 1718 pcinereus_homolog_chrom_start
## 1719 pcinereus_homolog_chrom_end
## 1720 pcinereus_homolog_canonical_transcript_protein
## 1721 pcinereus_homolog_subtype
## 1722 pcinereus_homolog_orthology_type
## 1723 pcinereus_homolog_perc_id
## 1724 pcinereus_homolog_perc_id_r1
## 1725 pcinereus_homolog_goc_score
## 1726 pcinereus_homolog_wga_coverage
## 1727 pcinereus_homolog_orthology_confidence
## 1728 pmarinus_homolog_ensembl_gene
## 1729 pmarinus_homolog_associated_gene_name
## 1730 pmarinus_homolog_ensembl_peptide
## 1731 pmarinus_homolog_chromosome
## 1732 pmarinus_homolog_chrom_start
## 1733 pmarinus_homolog_chrom_end
## 1734 pmarinus_homolog_canonical_transcript_protein
## 1735 pmarinus_homolog_subtype
## 1736 pmarinus_homolog_orthology_type
## 1737 pmarinus_homolog_perc_id
## 1738 pmarinus_homolog_perc_id_r1
## 1739 pmarinus_homolog_wga_coverage
## 1740 pmarinus_homolog_orthology_confidence
## 1741 lcrocea_homolog_ensembl_gene
## 1742 lcrocea_homolog_associated_gene_name
## 1743 lcrocea_homolog_ensembl_peptide
## 1744 lcrocea_homolog_chromosome
## 1745 lcrocea_homolog_chrom_start
## 1746 lcrocea_homolog_chrom_end
## 1747 lcrocea_homolog_canonical_transcript_protein
## 1748 lcrocea_homolog_subtype
## 1749 lcrocea_homolog_orthology_type
## 1750 lcrocea_homolog_perc_id
## 1751 lcrocea_homolog_perc_id_r1
## 1752 lcrocea_homolog_goc_score
## 1753 lcrocea_homolog_wga_coverage
## 1754 lcrocea_homolog_orthology_confidence
## 1755 lleishanense_homolog_ensembl_gene
## 1756 lleishanense_homolog_associated_gene_name
## 1757 lleishanense_homolog_ensembl_peptide
## 1758 lleishanense_homolog_chromosome
## 1759 lleishanense_homolog_chrom_start
## 1760 lleishanense_homolog_chrom_end
## 1761 lleishanense_homolog_canonical_transcript_protein
## 1762 lleishanense_homolog_subtype
## 1763 lleishanense_homolog_orthology_type
## 1764 lleishanense_homolog_perc_id
## 1765 lleishanense_homolog_perc_id_r1
## 1766 lleishanense_homolog_goc_score
## 1767 lleishanense_homolog_wga_coverage
## 1768 lleishanense_homolog_orthology_confidence
## 1769 ppardus_homolog_ensembl_gene
## 1770 ppardus_homolog_associated_gene_name
## 1771 ppardus_homolog_ensembl_peptide
## 1772 ppardus_homolog_chromosome
## 1773 ppardus_homolog_chrom_start
## 1774 ppardus_homolog_chrom_end
## 1775 ppardus_homolog_canonical_transcript_protein
## 1776 ppardus_homolog_subtype
## 1777 ppardus_homolog_orthology_type
## 1778 ppardus_homolog_perc_id
## 1779 ppardus_homolog_perc_id_r1
## 1780 ppardus_homolog_goc_score
## 1781 ppardus_homolog_wga_coverage
## 1782 ppardus_homolog_orthology_confidence
## 1783 jjaculus_homolog_ensembl_gene
## 1784 jjaculus_homolog_associated_gene_name
## 1785 jjaculus_homolog_ensembl_peptide
## 1786 jjaculus_homolog_chromosome
## 1787 jjaculus_homolog_chrom_start
## 1788 jjaculus_homolog_chrom_end
## 1789 jjaculus_homolog_canonical_transcript_protein
## 1790 jjaculus_homolog_subtype
## 1791 jjaculus_homolog_orthology_type
## 1792 jjaculus_homolog_perc_id
## 1793 jjaculus_homolog_perc_id_r1
## 1794 jjaculus_homolog_goc_score
## 1795 jjaculus_homolog_wga_coverage
## 1796 jjaculus_homolog_orthology_confidence
## 1797 etelfairi_homolog_ensembl_gene
## 1798 etelfairi_homolog_associated_gene_name
## 1799 etelfairi_homolog_ensembl_peptide
## 1800 etelfairi_homolog_chromosome
## 1801 etelfairi_homolog_chrom_start
## 1802 etelfairi_homolog_chrom_end
## 1803 etelfairi_homolog_canonical_transcript_protein
## 1804 etelfairi_homolog_subtype
## 1805 etelfairi_homolog_orthology_type
## 1806 etelfairi_homolog_perc_id
## 1807 etelfairi_homolog_perc_id_r1
## 1808 etelfairi_homolog_goc_score
## 1809 etelfairi_homolog_wga_coverage
## 1810 etelfairi_homolog_orthology_confidence
## 1811 pleo_homolog_ensembl_gene
## 1812 pleo_homolog_associated_gene_name
## 1813 pleo_homolog_ensembl_peptide
## 1814 pleo_homolog_chromosome
## 1815 pleo_homolog_chrom_start
## 1816 pleo_homolog_chrom_end
## 1817 pleo_homolog_canonical_transcript_protein
## 1818 pleo_homolog_subtype
## 1819 pleo_homolog_orthology_type
## 1820 pleo_homolog_perc_id
## 1821 pleo_homolog_perc_id_r1
## 1822 pleo_homolog_goc_score
## 1823 pleo_homolog_wga_coverage
## 1824 pleo_homolog_orthology_confidence
## 1825 clanigera_homolog_ensembl_gene
## 1826 clanigera_homolog_associated_gene_name
## 1827 clanigera_homolog_ensembl_peptide
## 1828 clanigera_homolog_chromosome
## 1829 clanigera_homolog_chrom_start
## 1830 clanigera_homolog_chrom_end
## 1831 clanigera_homolog_canonical_transcript_protein
## 1832 clanigera_homolog_subtype
## 1833 clanigera_homolog_orthology_type
## 1834 clanigera_homolog_perc_id
## 1835 clanigera_homolog_perc_id_r1
## 1836 clanigera_homolog_goc_score
## 1837 clanigera_homolog_wga_coverage
## 1838 clanigera_homolog_orthology_confidence
## 1839 clumpus_homolog_ensembl_gene
## 1840 clumpus_homolog_associated_gene_name
## 1841 clumpus_homolog_ensembl_peptide
## 1842 clumpus_homolog_chromosome
## 1843 clumpus_homolog_chrom_start
## 1844 clumpus_homolog_chrom_end
## 1845 clumpus_homolog_canonical_transcript_protein
## 1846 clumpus_homolog_subtype
## 1847 clumpus_homolog_orthology_type
## 1848 clumpus_homolog_perc_id
## 1849 clumpus_homolog_perc_id_r1
## 1850 clumpus_homolog_goc_score
## 1851 clumpus_homolog_wga_coverage
## 1852 clumpus_homolog_orthology_confidence
## 1853 nbrichardi_homolog_ensembl_gene
## 1854 nbrichardi_homolog_associated_gene_name
## 1855 nbrichardi_homolog_ensembl_peptide
## 1856 nbrichardi_homolog_chromosome
## 1857 nbrichardi_homolog_chrom_start
## 1858 nbrichardi_homolog_chrom_end
## 1859 nbrichardi_homolog_canonical_transcript_protein
## 1860 nbrichardi_homolog_subtype
## 1861 nbrichardi_homolog_orthology_type
## 1862 nbrichardi_homolog_perc_id
## 1863 nbrichardi_homolog_perc_id_r1
## 1864 nbrichardi_homolog_goc_score
## 1865 nbrichardi_homolog_wga_coverage
## 1866 nbrichardi_homolog_orthology_confidence
## 1867 anancymaae_homolog_ensembl_gene
## 1868 anancymaae_homolog_associated_gene_name
## 1869 anancymaae_homolog_ensembl_peptide
## 1870 anancymaae_homolog_chromosome
## 1871 anancymaae_homolog_chrom_start
## 1872 anancymaae_homolog_chrom_end
## 1873 anancymaae_homolog_canonical_transcript_protein
## 1874 anancymaae_homolog_subtype
## 1875 anancymaae_homolog_orthology_type
## 1876 anancymaae_homolog_perc_id
## 1877 anancymaae_homolog_perc_id_r1
## 1878 anancymaae_homolog_goc_score
## 1879 anancymaae_homolog_wga_coverage
## 1880 anancymaae_homolog_orthology_confidence
## 1881 mmulatta_homolog_ensembl_gene
## 1882 mmulatta_homolog_associated_gene_name
## 1883 mmulatta_homolog_ensembl_peptide
## 1884 mmulatta_homolog_chromosome
## 1885 mmulatta_homolog_chrom_start
## 1886 mmulatta_homolog_chrom_end
## 1887 mmulatta_homolog_canonical_transcript_protein
## 1888 mmulatta_homolog_subtype
## 1889 mmulatta_homolog_orthology_type
## 1890 mmulatta_homolog_perc_id
## 1891 mmulatta_homolog_perc_id_r1
## 1892 mmulatta_homolog_goc_score
## 1893 mmulatta_homolog_wga_coverage
## 1894 mmulatta_homolog_orthology_confidence
## 1895 nscutatus_homolog_ensembl_gene
## 1896 nscutatus_homolog_associated_gene_name
## 1897 nscutatus_homolog_ensembl_peptide
## 1898 nscutatus_homolog_chromosome
## 1899 nscutatus_homolog_chrom_start
## 1900 nscutatus_homolog_chrom_end
## 1901 nscutatus_homolog_canonical_transcript_protein
## 1902 nscutatus_homolog_subtype
## 1903 nscutatus_homolog_orthology_type
## 1904 nscutatus_homolog_perc_id
## 1905 nscutatus_homolog_perc_id_r1
## 1906 nscutatus_homolog_goc_score
## 1907 nscutatus_homolog_wga_coverage
## 1908 nscutatus_homolog_orthology_confidence
## 1909 pnyererei_homolog_ensembl_gene
## 1910 pnyererei_homolog_associated_gene_name
## 1911 pnyererei_homolog_ensembl_peptide
## 1912 pnyererei_homolog_chromosome
## 1913 pnyererei_homolog_chrom_start
## 1914 pnyererei_homolog_chrom_end
## 1915 pnyererei_homolog_canonical_transcript_protein
## 1916 pnyererei_homolog_subtype
## 1917 pnyererei_homolog_orthology_type
## 1918 pnyererei_homolog_perc_id
## 1919 pnyererei_homolog_perc_id_r1
## 1920 pnyererei_homolog_goc_score
## 1921 pnyererei_homolog_wga_coverage
## 1922 pnyererei_homolog_orthology_confidence
## 1923 kmarmoratus_homolog_ensembl_gene
## 1924 kmarmoratus_homolog_associated_gene_name
## 1925 kmarmoratus_homolog_ensembl_peptide
## 1926 kmarmoratus_homolog_chromosome
## 1927 kmarmoratus_homolog_chrom_start
## 1928 kmarmoratus_homolog_chrom_end
## 1929 kmarmoratus_homolog_canonical_transcript_protein
## 1930 kmarmoratus_homolog_subtype
## 1931 kmarmoratus_homolog_orthology_type
## 1932 kmarmoratus_homolog_perc_id
## 1933 kmarmoratus_homolog_perc_id_r1
## 1934 kmarmoratus_homolog_goc_score
## 1935 kmarmoratus_homolog_wga_coverage
## 1936 kmarmoratus_homolog_orthology_confidence
## 1937 gfortis_homolog_ensembl_gene
## 1938 gfortis_homolog_associated_gene_name
## 1939 gfortis_homolog_ensembl_peptide
## 1940 gfortis_homolog_chromosome
## 1941 gfortis_homolog_chrom_start
## 1942 gfortis_homolog_chrom_end
## 1943 gfortis_homolog_canonical_transcript_protein
## 1944 gfortis_homolog_subtype
## 1945 gfortis_homolog_orthology_type
## 1946 gfortis_homolog_perc_id
## 1947 gfortis_homolog_perc_id_r1
## 1948 gfortis_homolog_goc_score
## 1949 gfortis_homolog_wga_coverage
## 1950 gfortis_homolog_orthology_confidence
## 1951 pvampyrus_homolog_ensembl_gene
## 1952 pvampyrus_homolog_associated_gene_name
## 1953 pvampyrus_homolog_ensembl_peptide
## 1954 pvampyrus_homolog_chromosome
## 1955 pvampyrus_homolog_chrom_start
## 1956 pvampyrus_homolog_chrom_end
## 1957 pvampyrus_homolog_canonical_transcript_protein
## 1958 pvampyrus_homolog_subtype
## 1959 pvampyrus_homolog_orthology_type
## 1960 pvampyrus_homolog_perc_id
## 1961 pvampyrus_homolog_perc_id_r1
## 1962 pvampyrus_homolog_goc_score
## 1963 pvampyrus_homolog_wga_coverage
## 1964 pvampyrus_homolog_orthology_confidence
## 1965 amexicanus_homolog_ensembl_gene
## 1966 amexicanus_homolog_associated_gene_name
## 1967 amexicanus_homolog_ensembl_peptide
## 1968 amexicanus_homolog_chromosome
## 1969 amexicanus_homolog_chrom_start
## 1970 amexicanus_homolog_chrom_end
## 1971 amexicanus_homolog_canonical_transcript_protein
## 1972 amexicanus_homolog_subtype
## 1973 amexicanus_homolog_orthology_type
## 1974 amexicanus_homolog_perc_id
## 1975 amexicanus_homolog_perc_id_r1
## 1976 amexicanus_homolog_goc_score
## 1977 amexicanus_homolog_wga_coverage
## 1978 amexicanus_homolog_orthology_confidence
## 1979 mlucifugus_homolog_ensembl_gene
## 1980 mlucifugus_homolog_associated_gene_name
## 1981 mlucifugus_homolog_ensembl_peptide
## 1982 mlucifugus_homolog_chromosome
## 1983 mlucifugus_homolog_chrom_start
## 1984 mlucifugus_homolog_chrom_end
## 1985 mlucifugus_homolog_canonical_transcript_protein
## 1986 mlucifugus_homolog_subtype
## 1987 mlucifugus_homolog_orthology_type
## 1988 mlucifugus_homolog_perc_id
## 1989 mlucifugus_homolog_perc_id_r1
## 1990 mlucifugus_homolog_goc_score
## 1991 mlucifugus_homolog_wga_coverage
## 1992 mlucifugus_homolog_orthology_confidence
## 1993 acitrinellus_homolog_ensembl_gene
## 1994 acitrinellus_homolog_associated_gene_name
## 1995 acitrinellus_homolog_ensembl_peptide
## 1996 acitrinellus_homolog_chromosome
## 1997 acitrinellus_homolog_chrom_start
## 1998 acitrinellus_homolog_chrom_end
## 1999 acitrinellus_homolog_canonical_transcript_protein
## 2000 acitrinellus_homolog_subtype
## 2001 acitrinellus_homolog_orthology_type
## 2002 acitrinellus_homolog_perc_id
## 2003 acitrinellus_homolog_perc_id_r1
## 2004 acitrinellus_homolog_goc_score
## 2005 acitrinellus_homolog_wga_coverage
## 2006 acitrinellus_homolog_orthology_confidence
## 2007 mmusculus_homolog_ensembl_gene
## 2008 mmusculus_homolog_associated_gene_name
## 2009 mmusculus_homolog_ensembl_peptide
## 2010 mmusculus_homolog_chromosome
## 2011 mmusculus_homolog_chrom_start
## 2012 mmusculus_homolog_chrom_end
## 2013 mmusculus_homolog_canonical_transcript_protein
## 2014 mmusculus_homolog_subtype
## 2015 mmusculus_homolog_orthology_type
## 2016 mmusculus_homolog_perc_id
## 2017 mmusculus_homolog_perc_id_r1
## 2018 mmusculus_homolog_goc_score
## 2019 mmusculus_homolog_wga_coverage
## 2020 mmusculus_homolog_orthology_confidence
## 2021 mmurinus_homolog_ensembl_gene
## 2022 mmurinus_homolog_associated_gene_name
## 2023 mmurinus_homolog_ensembl_peptide
## 2024 mmurinus_homolog_chromosome
## 2025 mmurinus_homolog_chrom_start
## 2026 mmurinus_homolog_chrom_end
## 2027 mmurinus_homolog_canonical_transcript_protein
## 2028 mmurinus_homolog_subtype
## 2029 mmurinus_homolog_orthology_type
## 2030 mmurinus_homolog_perc_id
## 2031 mmurinus_homolog_perc_id_r1
## 2032 mmurinus_homolog_goc_score
## 2033 mmurinus_homolog_wga_coverage
## 2034 mmurinus_homolog_orthology_confidence
## 2035 fheteroclitus_homolog_ensembl_gene
## 2036 fheteroclitus_homolog_associated_gene_name
## 2037 fheteroclitus_homolog_ensembl_peptide
## 2038 fheteroclitus_homolog_chromosome
## 2039 fheteroclitus_homolog_chrom_start
## 2040 fheteroclitus_homolog_chrom_end
## 2041 fheteroclitus_homolog_canonical_transcript_protein
## 2042 fheteroclitus_homolog_subtype
## 2043 fheteroclitus_homolog_orthology_type
## 2044 fheteroclitus_homolog_perc_id
## 2045 fheteroclitus_homolog_perc_id_r1
## 2046 fheteroclitus_homolog_goc_score
## 2047 fheteroclitus_homolog_wga_coverage
## 2048 fheteroclitus_homolog_orthology_confidence
## 2049 hgfemale_homolog_ensembl_gene
## 2050 hgfemale_homolog_associated_gene_name
## 2051 hgfemale_homolog_ensembl_peptide
## 2052 hgfemale_homolog_chromosome
## 2053 hgfemale_homolog_chrom_start
## 2054 hgfemale_homolog_chrom_end
## 2055 hgfemale_homolog_canonical_transcript_protein
## 2056 hgfemale_homolog_subtype
## 2057 hgfemale_homolog_orthology_type
## 2058 hgfemale_homolog_perc_id
## 2059 hgfemale_homolog_perc_id_r1
## 2060 hgfemale_homolog_goc_score
## 2061 hgfemale_homolog_wga_coverage
## 2062 hgfemale_homolog_orthology_confidence
## 2063 mmonoceros_homolog_ensembl_gene
## 2064 mmonoceros_homolog_associated_gene_name
## 2065 mmonoceros_homolog_ensembl_peptide
## 2066 mmonoceros_homolog_chromosome
## 2067 mmonoceros_homolog_chrom_start
## 2068 mmonoceros_homolog_chrom_end
## 2069 mmonoceros_homolog_canonical_transcript_protein
## 2070 mmonoceros_homolog_subtype
## 2071 mmonoceros_homolog_orthology_type
## 2072 mmonoceros_homolog_perc_id
## 2073 mmonoceros_homolog_perc_id_r1
## 2074 mmonoceros_homolog_goc_score
## 2075 mmonoceros_homolog_wga_coverage
## 2076 mmonoceros_homolog_orthology_confidence
## 2077 oniloticus_homolog_ensembl_gene
## 2078 oniloticus_homolog_associated_gene_name
## 2079 oniloticus_homolog_ensembl_peptide
## 2080 oniloticus_homolog_chromosome
## 2081 oniloticus_homolog_chrom_start
## 2082 oniloticus_homolog_chrom_end
## 2083 oniloticus_homolog_canonical_transcript_protein
## 2084 oniloticus_homolog_subtype
## 2085 oniloticus_homolog_orthology_type
## 2086 oniloticus_homolog_perc_id
## 2087 oniloticus_homolog_perc_id_r1
## 2088 oniloticus_homolog_goc_score
## 2089 oniloticus_homolog_wga_coverage
## 2090 oniloticus_homolog_orthology_confidence
## 2091 pmbairdii_homolog_ensembl_gene
## 2092 pmbairdii_homolog_associated_gene_name
## 2093 pmbairdii_homolog_ensembl_peptide
## 2094 pmbairdii_homolog_chromosome
## 2095 pmbairdii_homolog_chrom_start
## 2096 pmbairdii_homolog_chrom_end
## 2097 pmbairdii_homolog_canonical_transcript_protein
## 2098 pmbairdii_homolog_subtype
## 2099 pmbairdii_homolog_orthology_type
## 2100 pmbairdii_homolog_perc_id
## 2101 pmbairdii_homolog_perc_id_r1
## 2102 pmbairdii_homolog_goc_score
## 2103 pmbairdii_homolog_wga_coverage
## 2104 pmbairdii_homolog_orthology_confidence
## 2105 elucius_homolog_ensembl_gene
## 2106 elucius_homolog_associated_gene_name
## 2107 elucius_homolog_ensembl_peptide
## 2108 elucius_homolog_chromosome
## 2109 elucius_homolog_chrom_start
## 2110 elucius_homolog_chrom_end
## 2111 elucius_homolog_canonical_transcript_protein
## 2112 elucius_homolog_subtype
## 2113 elucius_homolog_orthology_type
## 2114 elucius_homolog_perc_id
## 2115 elucius_homolog_perc_id_r1
## 2116 elucius_homolog_goc_score
## 2117 elucius_homolog_wga_coverage
## 2118 elucius_homolog_orthology_confidence
## 2119 panubis_homolog_ensembl_gene
## 2120 panubis_homolog_associated_gene_name
## 2121 panubis_homolog_ensembl_peptide
## 2122 panubis_homolog_chromosome
## 2123 panubis_homolog_chrom_start
## 2124 panubis_homolog_chrom_end
## 2125 panubis_homolog_canonical_transcript_protein
## 2126 panubis_homolog_subtype
## 2127 panubis_homolog_orthology_type
## 2128 panubis_homolog_perc_id
## 2129 panubis_homolog_perc_id_r1
## 2130 panubis_homolog_goc_score
## 2131 panubis_homolog_wga_coverage
## 2132 panubis_homolog_orthology_confidence
## 2133 mdomestica_homolog_ensembl_gene
## 2134 mdomestica_homolog_associated_gene_name
## 2135 mdomestica_homolog_ensembl_peptide
## 2136 mdomestica_homolog_chromosome
## 2137 mdomestica_homolog_chrom_start
## 2138 mdomestica_homolog_chrom_end
## 2139 mdomestica_homolog_canonical_transcript_protein
## 2140 mdomestica_homolog_subtype
## 2141 mdomestica_homolog_orthology_type
## 2142 mdomestica_homolog_perc_id
## 2143 mdomestica_homolog_perc_id_r1
## 2144 mdomestica_homolog_goc_score
## 2145 mdomestica_homolog_wga_coverage
## 2146 mdomestica_homolog_orthology_confidence
## 2147 apercula_homolog_ensembl_gene
## 2148 apercula_homolog_associated_gene_name
## 2149 apercula_homolog_ensembl_peptide
## 2150 apercula_homolog_chromosome
## 2151 apercula_homolog_chrom_start
## 2152 apercula_homolog_chrom_end
## 2153 apercula_homolog_canonical_transcript_protein
## 2154 apercula_homolog_subtype
## 2155 apercula_homolog_orthology_type
## 2156 apercula_homolog_perc_id
## 2157 apercula_homolog_perc_id_r1
## 2158 apercula_homolog_goc_score
## 2159 apercula_homolog_wga_coverage
## 2160 apercula_homolog_orthology_confidence
## 2161 cpbellii_homolog_ensembl_gene
## 2162 cpbellii_homolog_associated_gene_name
## 2163 cpbellii_homolog_ensembl_peptide
## 2164 cpbellii_homolog_chromosome
## 2165 cpbellii_homolog_chrom_start
## 2166 cpbellii_homolog_chrom_end
## 2167 cpbellii_homolog_canonical_transcript_protein
## 2168 cpbellii_homolog_subtype
## 2169 cpbellii_homolog_orthology_type
## 2170 cpbellii_homolog_perc_id
## 2171 cpbellii_homolog_perc_id_r1
## 2172 cpbellii_homolog_goc_score
## 2173 cpbellii_homolog_wga_coverage
## 2174 cpbellii_homolog_orthology_confidence
## 2175 pkingsleyae_homolog_ensembl_gene
## 2176 pkingsleyae_homolog_associated_gene_name
## 2177 pkingsleyae_homolog_ensembl_peptide
## 2178 pkingsleyae_homolog_chromosome
## 2179 pkingsleyae_homolog_chrom_start
## 2180 pkingsleyae_homolog_chrom_end
## 2181 pkingsleyae_homolog_canonical_transcript_protein
## 2182 pkingsleyae_homolog_subtype
## 2183 pkingsleyae_homolog_orthology_type
## 2184 pkingsleyae_homolog_perc_id
## 2185 pkingsleyae_homolog_perc_id_r1
## 2186 pkingsleyae_homolog_goc_score
## 2187 pkingsleyae_homolog_wga_coverage
## 2188 pkingsleyae_homolog_orthology_confidence
## 2189 sscrofa_homolog_ensembl_gene
## 2190 sscrofa_homolog_associated_gene_name
## 2191 sscrofa_homolog_ensembl_peptide
## 2192 sscrofa_homolog_chromosome
## 2193 sscrofa_homolog_chrom_start
## 2194 sscrofa_homolog_chrom_end
## 2195 sscrofa_homolog_canonical_transcript_protein
## 2196 sscrofa_homolog_subtype
## 2197 sscrofa_homolog_orthology_type
## 2198 sscrofa_homolog_perc_id
## 2199 sscrofa_homolog_perc_id_r1
## 2200 sscrofa_homolog_goc_score
## 2201 sscrofa_homolog_wga_coverage
## 2202 sscrofa_homolog_orthology_confidence
## 2203 mnemestrina_homolog_ensembl_gene
## 2204 mnemestrina_homolog_associated_gene_name
## 2205 mnemestrina_homolog_ensembl_peptide
## 2206 mnemestrina_homolog_chromosome
## 2207 mnemestrina_homolog_chrom_start
## 2208 mnemestrina_homolog_chrom_end
## 2209 mnemestrina_homolog_canonical_transcript_protein
## 2210 mnemestrina_homolog_subtype
## 2211 mnemestrina_homolog_orthology_type
## 2212 mnemestrina_homolog_perc_id
## 2213 mnemestrina_homolog_perc_id_r1
## 2214 mnemestrina_homolog_goc_score
## 2215 mnemestrina_homolog_wga_coverage
## 2216 mnemestrina_homolog_orthology_confidence
## 2217 oprinceps_homolog_ensembl_gene
## 2218 oprinceps_homolog_associated_gene_name
## 2219 oprinceps_homolog_ensembl_peptide
## 2220 oprinceps_homolog_chromosome
## 2221 oprinceps_homolog_chrom_start
## 2222 oprinceps_homolog_chrom_end
## 2223 oprinceps_homolog_canonical_transcript_protein
## 2224 oprinceps_homolog_subtype
## 2225 oprinceps_homolog_orthology_type
## 2226 oprinceps_homolog_perc_id
## 2227 oprinceps_homolog_perc_id_r1
## 2228 oprinceps_homolog_goc_score
## 2229 oprinceps_homolog_wga_coverage
## 2230 oprinceps_homolog_orthology_confidence
## 2231 slucioperca_homolog_ensembl_gene
## 2232 slucioperca_homolog_associated_gene_name
## 2233 slucioperca_homolog_ensembl_peptide
## 2234 slucioperca_homolog_chromosome
## 2235 slucioperca_homolog_chrom_start
## 2236 slucioperca_homolog_chrom_end
## 2237 slucioperca_homolog_canonical_transcript_protein
## 2238 slucioperca_homolog_subtype
## 2239 slucioperca_homolog_orthology_type
## 2240 slucioperca_homolog_perc_id
## 2241 slucioperca_homolog_perc_id_r1
## 2242 slucioperca_homolog_goc_score
## 2243 slucioperca_homolog_wga_coverage
## 2244 slucioperca_homolog_orthology_confidence
## 2245 mmurdjan_homolog_ensembl_gene
## 2246 mmurdjan_homolog_associated_gene_name
## 2247 mmurdjan_homolog_ensembl_peptide
## 2248 mmurdjan_homolog_chromosome
## 2249 mmurdjan_homolog_chrom_start
## 2250 mmurdjan_homolog_chrom_end
## 2251 mmurdjan_homolog_canonical_transcript_protein
## 2252 mmurdjan_homolog_subtype
## 2253 mmurdjan_homolog_orthology_type
## 2254 mmurdjan_homolog_perc_id
## 2255 mmurdjan_homolog_perc_id_r1
## 2256 mmurdjan_homolog_goc_score
## 2257 mmurdjan_homolog_wga_coverage
## 2258 mmurdjan_homolog_orthology_confidence
## 2259 abrachyrhynchus_homolog_ensembl_gene
## 2260 abrachyrhynchus_homolog_associated_gene_name
## 2261 abrachyrhynchus_homolog_ensembl_peptide
## 2262 abrachyrhynchus_homolog_chromosome
## 2263 abrachyrhynchus_homolog_chrom_start
## 2264 abrachyrhynchus_homolog_chrom_end
## 2265 abrachyrhynchus_homolog_canonical_transcript_protein
## 2266 abrachyrhynchus_homolog_subtype
## 2267 abrachyrhynchus_homolog_orthology_type
## 2268 abrachyrhynchus_homolog_perc_id
## 2269 abrachyrhynchus_homolog_perc_id_r1
## 2270 abrachyrhynchus_homolog_goc_score
## 2271 abrachyrhynchus_homolog_wga_coverage
## 2272 abrachyrhynchus_homolog_orthology_confidence
## 2273 xmaculatus_homolog_ensembl_gene
## 2274 xmaculatus_homolog_associated_gene_name
## 2275 xmaculatus_homolog_ensembl_peptide
## 2276 xmaculatus_homolog_chromosome
## 2277 xmaculatus_homolog_chrom_start
## 2278 xmaculatus_homolog_chrom_end
## 2279 xmaculatus_homolog_canonical_transcript_protein
## 2280 xmaculatus_homolog_subtype
## 2281 xmaculatus_homolog_orthology_type
## 2282 xmaculatus_homolog_perc_id
## 2283 xmaculatus_homolog_perc_id_r1
## 2284 xmaculatus_homolog_goc_score
## 2285 xmaculatus_homolog_wga_coverage
## 2286 xmaculatus_homolog_orthology_confidence
## 2287 oanatinus_homolog_ensembl_gene
## 2288 oanatinus_homolog_associated_gene_name
## 2289 oanatinus_homolog_ensembl_peptide
## 2290 oanatinus_homolog_chromosome
## 2291 oanatinus_homolog_chrom_start
## 2292 oanatinus_homolog_chrom_end
## 2293 oanatinus_homolog_canonical_transcript_protein
## 2294 oanatinus_homolog_subtype
## 2295 oanatinus_homolog_orthology_type
## 2296 oanatinus_homolog_perc_id
## 2297 oanatinus_homolog_perc_id_r1
## 2298 oanatinus_homolog_goc_score
## 2299 oanatinus_homolog_wga_coverage
## 2300 oanatinus_homolog_orthology_confidence
## 2301 umaritimus_homolog_ensembl_gene
## 2302 umaritimus_homolog_associated_gene_name
## 2303 umaritimus_homolog_ensembl_peptide
## 2304 umaritimus_homolog_chromosome
## 2305 umaritimus_homolog_chrom_start
## 2306 umaritimus_homolog_chrom_end
## 2307 umaritimus_homolog_canonical_transcript_protein
## 2308 umaritimus_homolog_subtype
## 2309 umaritimus_homolog_orthology_type
## 2310 umaritimus_homolog_perc_id
## 2311 umaritimus_homolog_perc_id_r1
## 2312 umaritimus_homolog_goc_score
## 2313 umaritimus_homolog_wga_coverage
## 2314 umaritimus_homolog_orthology_confidence
## 2315 mochrogaster_homolog_ensembl_gene
## 2316 mochrogaster_homolog_associated_gene_name
## 2317 mochrogaster_homolog_ensembl_peptide
## 2318 mochrogaster_homolog_chromosome
## 2319 mochrogaster_homolog_chrom_start
## 2320 mochrogaster_homolog_chrom_end
## 2321 mochrogaster_homolog_canonical_transcript_protein
## 2322 mochrogaster_homolog_subtype
## 2323 mochrogaster_homolog_orthology_type
## 2324 mochrogaster_homolog_perc_id
## 2325 mochrogaster_homolog_perc_id_r1
## 2326 mochrogaster_homolog_goc_score
## 2327 mochrogaster_homolog_wga_coverage
## 2328 mochrogaster_homolog_orthology_confidence
## 2329 ocuniculus_homolog_ensembl_gene
## 2330 ocuniculus_homolog_associated_gene_name
## 2331 ocuniculus_homolog_ensembl_peptide
## 2332 ocuniculus_homolog_chromosome
## 2333 ocuniculus_homolog_chrom_start
## 2334 ocuniculus_homolog_chrom_end
## 2335 ocuniculus_homolog_canonical_transcript_protein
## 2336 ocuniculus_homolog_subtype
## 2337 ocuniculus_homolog_orthology_type
## 2338 ocuniculus_homolog_perc_id
## 2339 ocuniculus_homolog_perc_id_r1
## 2340 ocuniculus_homolog_goc_score
## 2341 ocuniculus_homolog_wga_coverage
## 2342 ocuniculus_homolog_orthology_confidence
## 2343 omykiss_homolog_ensembl_gene
## 2344 omykiss_homolog_associated_gene_name
## 2345 omykiss_homolog_ensembl_peptide
## 2346 omykiss_homolog_chromosome
## 2347 omykiss_homolog_chrom_start
## 2348 omykiss_homolog_chrom_end
## 2349 omykiss_homolog_canonical_transcript_protein
## 2350 omykiss_homolog_subtype
## 2351 omykiss_homolog_orthology_type
## 2352 omykiss_homolog_perc_id
## 2353 omykiss_homolog_perc_id_r1
## 2354 omykiss_homolog_goc_score
## 2355 omykiss_homolog_orthology_confidence
## 2356 rnorvegicus_homolog_ensembl_gene
## 2357 rnorvegicus_homolog_associated_gene_name
## 2358 rnorvegicus_homolog_ensembl_peptide
## 2359 rnorvegicus_homolog_chromosome
## 2360 rnorvegicus_homolog_chrom_start
## 2361 rnorvegicus_homolog_chrom_end
## 2362 rnorvegicus_homolog_canonical_transcript_protein
## 2363 rnorvegicus_homolog_subtype
## 2364 rnorvegicus_homolog_orthology_type
## 2365 rnorvegicus_homolog_perc_id
## 2366 rnorvegicus_homolog_perc_id_r1
## 2367 rnorvegicus_homolog_goc_score
## 2368 rnorvegicus_homolog_wga_coverage
## 2369 rnorvegicus_homolog_orthology_confidence
## 2370 vvulpes_homolog_ensembl_gene
## 2371 vvulpes_homolog_associated_gene_name
## 2372 vvulpes_homolog_ensembl_peptide
## 2373 vvulpes_homolog_chromosome
## 2374 vvulpes_homolog_chrom_start
## 2375 vvulpes_homolog_chrom_end
## 2376 vvulpes_homolog_canonical_transcript_protein
## 2377 vvulpes_homolog_subtype
## 2378 vvulpes_homolog_orthology_type
## 2379 vvulpes_homolog_perc_id
## 2380 vvulpes_homolog_perc_id_r1
## 2381 vvulpes_homolog_goc_score
## 2382 vvulpes_homolog_wga_coverage
## 2383 vvulpes_homolog_orthology_confidence
## 2384 pnattereri_homolog_ensembl_gene
## 2385 pnattereri_homolog_associated_gene_name
## 2386 pnattereri_homolog_ensembl_peptide
## 2387 pnattereri_homolog_chromosome
## 2388 pnattereri_homolog_chrom_start
## 2389 pnattereri_homolog_chrom_end
## 2390 pnattereri_homolog_canonical_transcript_protein
## 2391 pnattereri_homolog_subtype
## 2392 pnattereri_homolog_orthology_type
## 2393 pnattereri_homolog_perc_id
## 2394 pnattereri_homolog_perc_id_r1
## 2395 pnattereri_homolog_goc_score
## 2396 pnattereri_homolog_wga_coverage
## 2397 pnattereri_homolog_orthology_confidence
## 2398 ecalabaricus_homolog_ensembl_gene
## 2399 ecalabaricus_homolog_associated_gene_name
## 2400 ecalabaricus_homolog_ensembl_peptide
## 2401 ecalabaricus_homolog_chromosome
## 2402 ecalabaricus_homolog_chrom_start
## 2403 ecalabaricus_homolog_chrom_end
## 2404 ecalabaricus_homolog_canonical_transcript_protein
## 2405 ecalabaricus_homolog_subtype
## 2406 ecalabaricus_homolog_orthology_type
## 2407 ecalabaricus_homolog_perc_id
## 2408 ecalabaricus_homolog_perc_id_r1
## 2409 ecalabaricus_homolog_goc_score
## 2410 ecalabaricus_homolog_wga_coverage
## 2411 ecalabaricus_homolog_orthology_confidence
## 2412 mcaroli_homolog_ensembl_gene
## 2413 mcaroli_homolog_associated_gene_name
## 2414 mcaroli_homolog_ensembl_peptide
## 2415 mcaroli_homolog_chromosome
## 2416 mcaroli_homolog_chrom_start
## 2417 mcaroli_homolog_chrom_end
## 2418 mcaroli_homolog_canonical_transcript_protein
## 2419 mcaroli_homolog_subtype
## 2420 mcaroli_homolog_orthology_type
## 2421 mcaroli_homolog_perc_id
## 2422 mcaroli_homolog_perc_id_r1
## 2423 mcaroli_homolog_goc_score
## 2424 mcaroli_homolog_wga_coverage
## 2425 mcaroli_homolog_orthology_confidence
## 2426 scerevisiae_homolog_ensembl_gene
## 2427 scerevisiae_homolog_associated_gene_name
## 2428 scerevisiae_homolog_ensembl_peptide
## 2429 scerevisiae_homolog_chromosome
## 2430 scerevisiae_homolog_chrom_start
## 2431 scerevisiae_homolog_chrom_end
## 2432 scerevisiae_homolog_canonical_transcript_protein
## 2433 scerevisiae_homolog_subtype
## 2434 scerevisiae_homolog_orthology_type
## 2435 scerevisiae_homolog_perc_id
## 2436 scerevisiae_homolog_perc_id_r1
## 2437 scerevisiae_homolog_orthology_confidence
## 2438 platipinna_homolog_ensembl_gene
## 2439 platipinna_homolog_associated_gene_name
## 2440 platipinna_homolog_ensembl_peptide
## 2441 platipinna_homolog_chromosome
## 2442 platipinna_homolog_chrom_start
## 2443 platipinna_homolog_chrom_end
## 2444 platipinna_homolog_canonical_transcript_protein
## 2445 platipinna_homolog_subtype
## 2446 platipinna_homolog_orthology_type
## 2447 platipinna_homolog_perc_id
## 2448 platipinna_homolog_perc_id_r1
## 2449 platipinna_homolog_goc_score
## 2450 platipinna_homolog_wga_coverage
## 2451 platipinna_homolog_orthology_confidence
## 2452 oarambouillet_homolog_ensembl_gene
## 2453 oarambouillet_homolog_associated_gene_name
## 2454 oarambouillet_homolog_ensembl_peptide
## 2455 oarambouillet_homolog_chromosome
## 2456 oarambouillet_homolog_chrom_start
## 2457 oarambouillet_homolog_chrom_end
## 2458 oarambouillet_homolog_canonical_transcript_protein
## 2459 oarambouillet_homolog_subtype
## 2460 oarambouillet_homolog_orthology_type
## 2461 oarambouillet_homolog_perc_id
## 2462 oarambouillet_homolog_perc_id_r1
## 2463 oarambouillet_homolog_goc_score
## 2464 oarambouillet_homolog_wga_coverage
## 2465 oarambouillet_homolog_orthology_confidence
## 2466 cvariegatus_homolog_ensembl_gene
## 2467 cvariegatus_homolog_associated_gene_name
## 2468 cvariegatus_homolog_ensembl_peptide
## 2469 cvariegatus_homolog_chromosome
## 2470 cvariegatus_homolog_chrom_start
## 2471 cvariegatus_homolog_chrom_end
## 2472 cvariegatus_homolog_canonical_transcript_protein
## 2473 cvariegatus_homolog_subtype
## 2474 cvariegatus_homolog_orthology_type
## 2475 cvariegatus_homolog_perc_id
## 2476 cvariegatus_homolog_perc_id_r1
## 2477 cvariegatus_homolog_goc_score
## 2478 cvariegatus_homolog_wga_coverage
## 2479 cvariegatus_homolog_orthology_confidence
## 2480 saraneus_homolog_ensembl_gene
## 2481 saraneus_homolog_associated_gene_name
## 2482 saraneus_homolog_ensembl_peptide
## 2483 saraneus_homolog_chromosome
## 2484 saraneus_homolog_chrom_start
## 2485 saraneus_homolog_chrom_end
## 2486 saraneus_homolog_canonical_transcript_protein
## 2487 saraneus_homolog_subtype
## 2488 saraneus_homolog_orthology_type
## 2489 saraneus_homolog_perc_id
## 2490 saraneus_homolog_perc_id_r1
## 2491 saraneus_homolog_goc_score
## 2492 saraneus_homolog_wga_coverage
## 2493 saraneus_homolog_orthology_confidence
## 2494 mpahari_homolog_ensembl_gene
## 2495 mpahari_homolog_associated_gene_name
## 2496 mpahari_homolog_ensembl_peptide
## 2497 mpahari_homolog_chromosome
## 2498 mpahari_homolog_chrom_start
## 2499 mpahari_homolog_chrom_end
## 2500 mpahari_homolog_canonical_transcript_protein
## 2501 mpahari_homolog_subtype
## 2502 mpahari_homolog_orthology_type
## 2503 mpahari_homolog_perc_id
## 2504 mpahari_homolog_perc_id_r1
## 2505 mpahari_homolog_goc_score
## 2506 mpahari_homolog_wga_coverage
## 2507 mpahari_homolog_orthology_confidence
## 2508 bsplendens_homolog_ensembl_gene
## 2509 bsplendens_homolog_associated_gene_name
## 2510 bsplendens_homolog_ensembl_peptide
## 2511 bsplendens_homolog_chromosome
## 2512 bsplendens_homolog_chrom_start
## 2513 bsplendens_homolog_chrom_end
## 2514 bsplendens_homolog_canonical_transcript_protein
## 2515 bsplendens_homolog_subtype
## 2516 bsplendens_homolog_orthology_type
## 2517 bsplendens_homolog_perc_id
## 2518 bsplendens_homolog_perc_id_r1
## 2519 bsplendens_homolog_goc_score
## 2520 bsplendens_homolog_wga_coverage
## 2521 bsplendens_homolog_orthology_confidence
## 2522 mmoschiferus_homolog_ensembl_gene
## 2523 mmoschiferus_homolog_associated_gene_name
## 2524 mmoschiferus_homolog_ensembl_peptide
## 2525 mmoschiferus_homolog_chromosome
## 2526 mmoschiferus_homolog_chrom_start
## 2527 mmoschiferus_homolog_chrom_end
## 2528 mmoschiferus_homolog_canonical_transcript_protein
## 2529 mmoschiferus_homolog_subtype
## 2530 mmoschiferus_homolog_orthology_type
## 2531 mmoschiferus_homolog_perc_id
## 2532 mmoschiferus_homolog_perc_id_r1
## 2533 mmoschiferus_homolog_goc_score
## 2534 mmoschiferus_homolog_wga_coverage
## 2535 mmoschiferus_homolog_orthology_confidence
## 2536 choffmanni_homolog_ensembl_gene
## 2537 choffmanni_homolog_associated_gene_name
## 2538 choffmanni_homolog_ensembl_peptide
## 2539 choffmanni_homolog_chromosome
## 2540 choffmanni_homolog_chrom_start
## 2541 choffmanni_homolog_chrom_end
## 2542 choffmanni_homolog_canonical_transcript_protein
## 2543 choffmanni_homolog_subtype
## 2544 choffmanni_homolog_orthology_type
## 2545 choffmanni_homolog_perc_id
## 2546 choffmanni_homolog_perc_id_r1
## 2547 choffmanni_homolog_goc_score
## 2548 choffmanni_homolog_wga_coverage
## 2549 choffmanni_homolog_orthology_confidence
## 2550 catys_homolog_ensembl_gene
## 2551 catys_homolog_associated_gene_name
## 2552 catys_homolog_ensembl_peptide
## 2553 catys_homolog_chromosome
## 2554 catys_homolog_chrom_start
## 2555 catys_homolog_chrom_end
## 2556 catys_homolog_canonical_transcript_protein
## 2557 catys_homolog_subtype
## 2558 catys_homolog_orthology_type
## 2559 catys_homolog_perc_id
## 2560 catys_homolog_perc_id_r1
## 2561 catys_homolog_goc_score
## 2562 catys_homolog_wga_coverage
## 2563 catys_homolog_orthology_confidence
## 2564 pcatodon_homolog_ensembl_gene
## 2565 pcatodon_homolog_associated_gene_name
## 2566 pcatodon_homolog_ensembl_peptide
## 2567 pcatodon_homolog_chromosome
## 2568 pcatodon_homolog_chrom_start
## 2569 pcatodon_homolog_chrom_end
## 2570 pcatodon_homolog_canonical_transcript_protein
## 2571 pcatodon_homolog_subtype
## 2572 pcatodon_homolog_orthology_type
## 2573 pcatodon_homolog_perc_id
## 2574 pcatodon_homolog_perc_id_r1
## 2575 pcatodon_homolog_goc_score
## 2576 pcatodon_homolog_wga_coverage
## 2577 pcatodon_homolog_orthology_confidence
## 2578 apolyacanthus_homolog_ensembl_gene
## 2579 apolyacanthus_homolog_associated_gene_name
## 2580 apolyacanthus_homolog_ensembl_peptide
## 2581 apolyacanthus_homolog_chromosome
## 2582 apolyacanthus_homolog_chrom_start
## 2583 apolyacanthus_homolog_chrom_end
## 2584 apolyacanthus_homolog_canonical_transcript_protein
## 2585 apolyacanthus_homolog_subtype
## 2586 apolyacanthus_homolog_orthology_type
## 2587 apolyacanthus_homolog_perc_id
## 2588 apolyacanthus_homolog_perc_id_r1
## 2589 apolyacanthus_homolog_goc_score
## 2590 apolyacanthus_homolog_wga_coverage
## 2591 apolyacanthus_homolog_orthology_confidence
## 2592 loculatus_homolog_ensembl_gene
## 2593 loculatus_homolog_associated_gene_name
## 2594 loculatus_homolog_ensembl_peptide
## 2595 loculatus_homolog_chromosome
## 2596 loculatus_homolog_chrom_start
## 2597 loculatus_homolog_chrom_end
## 2598 loculatus_homolog_canonical_transcript_protein
## 2599 loculatus_homolog_subtype
## 2600 loculatus_homolog_orthology_type
## 2601 loculatus_homolog_perc_id
## 2602 loculatus_homolog_perc_id_r1
## 2603 loculatus_homolog_goc_score
## 2604 loculatus_homolog_wga_coverage
## 2605 loculatus_homolog_orthology_confidence
## 2606 itridecemlineatus_homolog_ensembl_gene
## 2607 itridecemlineatus_homolog_associated_gene_name
## 2608 itridecemlineatus_homolog_ensembl_peptide
## 2609 itridecemlineatus_homolog_chromosome
## 2610 itridecemlineatus_homolog_chrom_start
## 2611 itridecemlineatus_homolog_chrom_end
## 2612 itridecemlineatus_homolog_canonical_transcript_protein
## 2613 itridecemlineatus_homolog_subtype
## 2614 itridecemlineatus_homolog_orthology_type
## 2615 itridecemlineatus_homolog_perc_id
## 2616 itridecemlineatus_homolog_perc_id_r1
## 2617 itridecemlineatus_homolog_goc_score
## 2618 itridecemlineatus_homolog_wga_coverage
## 2619 itridecemlineatus_homolog_orthology_confidence
## 2620 mspicilegus_homolog_ensembl_gene
## 2621 mspicilegus_homolog_associated_gene_name
## 2622 mspicilegus_homolog_ensembl_peptide
## 2623 mspicilegus_homolog_chromosome
## 2624 mspicilegus_homolog_chrom_start
## 2625 mspicilegus_homolog_chrom_end
## 2626 mspicilegus_homolog_canonical_transcript_protein
## 2627 mspicilegus_homolog_subtype
## 2628 mspicilegus_homolog_orthology_type
## 2629 mspicilegus_homolog_perc_id
## 2630 mspicilegus_homolog_perc_id_r1
## 2631 mspicilegus_homolog_goc_score
## 2632 mspicilegus_homolog_wga_coverage
## 2633 mspicilegus_homolog_orthology_confidence
## 2634 gaculeatus_homolog_ensembl_gene
## 2635 gaculeatus_homolog_associated_gene_name
## 2636 gaculeatus_homolog_ensembl_peptide
## 2637 gaculeatus_homolog_chromosome
## 2638 gaculeatus_homolog_chrom_start
## 2639 gaculeatus_homolog_chrom_end
## 2640 gaculeatus_homolog_canonical_transcript_protein
## 2641 gaculeatus_homolog_subtype
## 2642 gaculeatus_homolog_orthology_type
## 2643 gaculeatus_homolog_perc_id
## 2644 gaculeatus_homolog_perc_id_r1
## 2645 gaculeatus_homolog_goc_score
## 2646 gaculeatus_homolog_wga_coverage
## 2647 gaculeatus_homolog_orthology_confidence
## 2648 pabelii_homolog_ensembl_gene
## 2649 pabelii_homolog_associated_gene_name
## 2650 pabelii_homolog_ensembl_peptide
## 2651 pabelii_homolog_chromosome
## 2652 pabelii_homolog_chrom_start
## 2653 pabelii_homolog_chrom_end
## 2654 pabelii_homolog_canonical_transcript_protein
## 2655 pabelii_homolog_subtype
## 2656 pabelii_homolog_orthology_type
## 2657 pabelii_homolog_perc_id
## 2658 pabelii_homolog_perc_id_r1
## 2659 pabelii_homolog_goc_score
## 2660 pabelii_homolog_wga_coverage
## 2661 pabelii_homolog_orthology_confidence
## 2662 csyrichta_homolog_ensembl_gene
## 2663 csyrichta_homolog_associated_gene_name
## 2664 csyrichta_homolog_ensembl_peptide
## 2665 csyrichta_homolog_chromosome
## 2666 csyrichta_homolog_chrom_start
## 2667 csyrichta_homolog_chrom_end
## 2668 csyrichta_homolog_canonical_transcript_protein
## 2669 csyrichta_homolog_subtype
## 2670 csyrichta_homolog_orthology_type
## 2671 csyrichta_homolog_perc_id
## 2672 csyrichta_homolog_perc_id_r1
## 2673 csyrichta_homolog_goc_score
## 2674 csyrichta_homolog_wga_coverage
## 2675 csyrichta_homolog_orthology_confidence
## 2676 sharrisii_homolog_ensembl_gene
## 2677 sharrisii_homolog_associated_gene_name
## 2678 sharrisii_homolog_ensembl_peptide
## 2679 sharrisii_homolog_chromosome
## 2680 sharrisii_homolog_chrom_start
## 2681 sharrisii_homolog_chrom_end
## 2682 sharrisii_homolog_canonical_transcript_protein
## 2683 sharrisii_homolog_subtype
## 2684 sharrisii_homolog_orthology_type
## 2685 sharrisii_homolog_perc_id
## 2686 sharrisii_homolog_perc_id_r1
## 2687 sharrisii_homolog_goc_score
## 2688 sharrisii_homolog_orthology_confidence
## 2689 tnigroviridis_homolog_ensembl_gene
## 2690 tnigroviridis_homolog_associated_gene_name
## 2691 tnigroviridis_homolog_ensembl_peptide
## 2692 tnigroviridis_homolog_chromosome
## 2693 tnigroviridis_homolog_chrom_start
## 2694 tnigroviridis_homolog_chrom_end
## 2695 tnigroviridis_homolog_canonical_transcript_protein
## 2696 tnigroviridis_homolog_subtype
## 2697 tnigroviridis_homolog_orthology_type
## 2698 tnigroviridis_homolog_perc_id
## 2699 tnigroviridis_homolog_perc_id_r1
## 2700 tnigroviridis_homolog_goc_score
## 2701 tnigroviridis_homolog_wga_coverage
## 2702 tnigroviridis_homolog_orthology_confidence
## 2703 tctriunguis_homolog_ensembl_gene
## 2704 tctriunguis_homolog_associated_gene_name
## 2705 tctriunguis_homolog_ensembl_peptide
## 2706 tctriunguis_homolog_chromosome
## 2707 tctriunguis_homolog_chrom_start
## 2708 tctriunguis_homolog_chrom_end
## 2709 tctriunguis_homolog_canonical_transcript_protein
## 2710 tctriunguis_homolog_subtype
## 2711 tctriunguis_homolog_orthology_type
## 2712 tctriunguis_homolog_perc_id
## 2713 tctriunguis_homolog_perc_id_r1
## 2714 tctriunguis_homolog_goc_score
## 2715 tctriunguis_homolog_wga_coverage
## 2716 tctriunguis_homolog_orthology_confidence
## 2717 ptaltaica_homolog_ensembl_gene
## 2718 ptaltaica_homolog_associated_gene_name
## 2719 ptaltaica_homolog_ensembl_peptide
## 2720 ptaltaica_homolog_chromosome
## 2721 ptaltaica_homolog_chrom_start
## 2722 ptaltaica_homolog_chrom_end
## 2723 ptaltaica_homolog_canonical_transcript_protein
## 2724 ptaltaica_homolog_subtype
## 2725 ptaltaica_homolog_orthology_type
## 2726 ptaltaica_homolog_perc_id
## 2727 ptaltaica_homolog_perc_id_r1
## 2728 ptaltaica_homolog_goc_score
## 2729 ptaltaica_homolog_wga_coverage
## 2730 ptaltaica_homolog_orthology_confidence
## 2731 hcomes_homolog_ensembl_gene
## 2732 hcomes_homolog_associated_gene_name
## 2733 hcomes_homolog_ensembl_peptide
## 2734 hcomes_homolog_chromosome
## 2735 hcomes_homolog_chrom_start
## 2736 hcomes_homolog_chrom_end
## 2737 hcomes_homolog_canonical_transcript_protein
## 2738 hcomes_homolog_subtype
## 2739 hcomes_homolog_orthology_type
## 2740 hcomes_homolog_perc_id
## 2741 hcomes_homolog_perc_id_r1
## 2742 hcomes_homolog_goc_score
## 2743 hcomes_homolog_wga_coverage
## 2744 hcomes_homolog_orthology_confidence
## 2745 csemilaevis_homolog_ensembl_gene
## 2746 csemilaevis_homolog_associated_gene_name
## 2747 csemilaevis_homolog_ensembl_peptide
## 2748 csemilaevis_homolog_chromosome
## 2749 csemilaevis_homolog_chrom_start
## 2750 csemilaevis_homolog_chrom_end
## 2751 csemilaevis_homolog_canonical_transcript_protein
## 2752 csemilaevis_homolog_subtype
## 2753 csemilaevis_homolog_orthology_type
## 2754 csemilaevis_homolog_perc_id
## 2755 csemilaevis_homolog_perc_id_r1
## 2756 csemilaevis_homolog_goc_score
## 2757 csemilaevis_homolog_wga_coverage
## 2758 csemilaevis_homolog_orthology_confidence
## 2759 tbelangeri_homolog_ensembl_gene
## 2760 tbelangeri_homolog_associated_gene_name
## 2761 tbelangeri_homolog_ensembl_peptide
## 2762 tbelangeri_homolog_chromosome
## 2763 tbelangeri_homolog_chrom_start
## 2764 tbelangeri_homolog_chrom_end
## 2765 tbelangeri_homolog_canonical_transcript_protein
## 2766 tbelangeri_homolog_subtype
## 2767 tbelangeri_homolog_orthology_type
## 2768 tbelangeri_homolog_perc_id
## 2769 tbelangeri_homolog_perc_id_r1
## 2770 tbelangeri_homolog_goc_score
## 2771 tbelangeri_homolog_wga_coverage
## 2772 tbelangeri_homolog_orthology_confidence
## 2773 xtropicalis_homolog_ensembl_gene
## 2774 xtropicalis_homolog_associated_gene_name
## 2775 xtropicalis_homolog_ensembl_peptide
## 2776 xtropicalis_homolog_chromosome
## 2777 xtropicalis_homolog_chrom_start
## 2778 xtropicalis_homolog_chrom_end
## 2779 xtropicalis_homolog_canonical_transcript_protein
## 2780 xtropicalis_homolog_subtype
## 2781 xtropicalis_homolog_orthology_type
## 2782 xtropicalis_homolog_perc_id
## 2783 xtropicalis_homolog_perc_id_r1
## 2784 xtropicalis_homolog_goc_score
## 2785 xtropicalis_homolog_orthology_confidence
## 2786 spunctatus_homolog_ensembl_gene
## 2787 spunctatus_homolog_associated_gene_name
## 2788 spunctatus_homolog_ensembl_peptide
## 2789 spunctatus_homolog_chromosome
## 2790 spunctatus_homolog_chrom_start
## 2791 spunctatus_homolog_chrom_end
## 2792 spunctatus_homolog_canonical_transcript_protein
## 2793 spunctatus_homolog_subtype
## 2794 spunctatus_homolog_orthology_type
## 2795 spunctatus_homolog_perc_id
## 2796 spunctatus_homolog_perc_id_r1
## 2797 spunctatus_homolog_goc_score
## 2798 spunctatus_homolog_wga_coverage
## 2799 spunctatus_homolog_orthology_confidence
## 2800 smaximus_homolog_ensembl_gene
## 2801 smaximus_homolog_associated_gene_name
## 2802 smaximus_homolog_ensembl_peptide
## 2803 smaximus_homolog_chromosome
## 2804 smaximus_homolog_chrom_start
## 2805 smaximus_homolog_chrom_end
## 2806 smaximus_homolog_canonical_transcript_protein
## 2807 smaximus_homolog_subtype
## 2808 smaximus_homolog_orthology_type
## 2809 smaximus_homolog_perc_id
## 2810 smaximus_homolog_perc_id_r1
## 2811 smaximus_homolog_goc_score
## 2812 smaximus_homolog_orthology_confidence
## 2813 mgallopavo_homolog_ensembl_gene
## 2814 mgallopavo_homolog_associated_gene_name
## 2815 mgallopavo_homolog_ensembl_peptide
## 2816 mgallopavo_homolog_chromosome
## 2817 mgallopavo_homolog_chrom_start
## 2818 mgallopavo_homolog_chrom_end
## 2819 mgallopavo_homolog_canonical_transcript_protein
## 2820 mgallopavo_homolog_subtype
## 2821 mgallopavo_homolog_orthology_type
## 2822 mgallopavo_homolog_perc_id
## 2823 mgallopavo_homolog_perc_id_r1
## 2824 mgallopavo_homolog_goc_score
## 2825 mgallopavo_homolog_orthology_confidence
## 2826 nfurzeri_homolog_ensembl_gene
## 2827 nfurzeri_homolog_associated_gene_name
## 2828 nfurzeri_homolog_ensembl_peptide
## 2829 nfurzeri_homolog_chromosome
## 2830 nfurzeri_homolog_chrom_start
## 2831 nfurzeri_homolog_chrom_end
## 2832 nfurzeri_homolog_canonical_transcript_protein
## 2833 nfurzeri_homolog_subtype
## 2834 nfurzeri_homolog_orthology_type
## 2835 nfurzeri_homolog_perc_id
## 2836 nfurzeri_homolog_perc_id_r1
## 2837 nfurzeri_homolog_goc_score
## 2838 nfurzeri_homolog_wga_coverage
## 2839 nfurzeri_homolog_orthology_confidence
## 2840 ngalili_homolog_ensembl_gene
## 2841 ngalili_homolog_associated_gene_name
## 2842 ngalili_homolog_ensembl_peptide
## 2843 ngalili_homolog_chromosome
## 2844 ngalili_homolog_chrom_start
## 2845 ngalili_homolog_chrom_end
## 2846 ngalili_homolog_canonical_transcript_protein
## 2847 ngalili_homolog_subtype
## 2848 ngalili_homolog_orthology_type
## 2849 ngalili_homolog_perc_id
## 2850 ngalili_homolog_perc_id_r1
## 2851 ngalili_homolog_goc_score
## 2852 ngalili_homolog_wga_coverage
## 2853 ngalili_homolog_orthology_confidence
## 2854 psinus_homolog_ensembl_gene
## 2855 psinus_homolog_associated_gene_name
## 2856 psinus_homolog_ensembl_peptide
## 2857 psinus_homolog_chromosome
## 2858 psinus_homolog_chrom_start
## 2859 psinus_homolog_chrom_end
## 2860 psinus_homolog_canonical_transcript_protein
## 2861 psinus_homolog_subtype
## 2862 psinus_homolog_orthology_type
## 2863 psinus_homolog_perc_id
## 2864 psinus_homolog_perc_id_r1
## 2865 psinus_homolog_goc_score
## 2866 psinus_homolog_wga_coverage
## 2867 psinus_homolog_orthology_confidence
## 2868 csabaeus_homolog_ensembl_gene
## 2869 csabaeus_homolog_associated_gene_name
## 2870 csabaeus_homolog_ensembl_peptide
## 2871 csabaeus_homolog_chromosome
## 2872 csabaeus_homolog_chrom_start
## 2873 csabaeus_homolog_chrom_end
## 2874 csabaeus_homolog_canonical_transcript_protein
## 2875 csabaeus_homolog_subtype
## 2876 csabaeus_homolog_orthology_type
## 2877 csabaeus_homolog_perc_id
## 2878 csabaeus_homolog_perc_id_r1
## 2879 csabaeus_homolog_goc_score
## 2880 csabaeus_homolog_wga_coverage
## 2881 csabaeus_homolog_orthology_confidence
## 2882 neugenii_homolog_ensembl_gene
## 2883 neugenii_homolog_associated_gene_name
## 2884 neugenii_homolog_ensembl_peptide
## 2885 neugenii_homolog_chromosome
## 2886 neugenii_homolog_chrom_start
## 2887 neugenii_homolog_chrom_end
## 2888 neugenii_homolog_canonical_transcript_protein
## 2889 neugenii_homolog_subtype
## 2890 neugenii_homolog_orthology_type
## 2891 neugenii_homolog_perc_id
## 2892 neugenii_homolog_perc_id_r1
## 2893 neugenii_homolog_goc_score
## 2894 neugenii_homolog_wga_coverage
## 2895 neugenii_homolog_orthology_confidence
## 2896 cjacchus_homolog_ensembl_gene
## 2897 cjacchus_homolog_associated_gene_name
## 2898 cjacchus_homolog_ensembl_peptide
## 2899 cjacchus_homolog_chromosome
## 2900 cjacchus_homolog_chrom_start
## 2901 cjacchus_homolog_chrom_end
## 2902 cjacchus_homolog_canonical_transcript_protein
## 2903 cjacchus_homolog_subtype
## 2904 cjacchus_homolog_orthology_type
## 2905 cjacchus_homolog_perc_id
## 2906 cjacchus_homolog_perc_id_r1
## 2907 cjacchus_homolog_goc_score
## 2908 cjacchus_homolog_wga_coverage
## 2909 cjacchus_homolog_orthology_confidence
## 2910 bmutus_homolog_ensembl_gene
## 2911 bmutus_homolog_associated_gene_name
## 2912 bmutus_homolog_ensembl_peptide
## 2913 bmutus_homolog_chromosome
## 2914 bmutus_homolog_chrom_start
## 2915 bmutus_homolog_chrom_end
## 2916 bmutus_homolog_canonical_transcript_protein
## 2917 bmutus_homolog_subtype
## 2918 bmutus_homolog_orthology_type
## 2919 bmutus_homolog_perc_id
## 2920 bmutus_homolog_perc_id_r1
## 2921 bmutus_homolog_goc_score
## 2922 bmutus_homolog_wga_coverage
## 2923 bmutus_homolog_orthology_confidence
## 2924 chyarkandensis_homolog_ensembl_gene
## 2925 chyarkandensis_homolog_associated_gene_name
## 2926 chyarkandensis_homolog_ensembl_peptide
## 2927 chyarkandensis_homolog_chromosome
## 2928 chyarkandensis_homolog_chrom_start
## 2929 chyarkandensis_homolog_chrom_end
## 2930 chyarkandensis_homolog_canonical_transcript_protein
## 2931 chyarkandensis_homolog_subtype
## 2932 chyarkandensis_homolog_orthology_type
## 2933 chyarkandensis_homolog_perc_id
## 2934 chyarkandensis_homolog_perc_id_r1
## 2935 chyarkandensis_homolog_goc_score
## 2936 chyarkandensis_homolog_wga_coverage
## 2937 chyarkandensis_homolog_orthology_confidence
## 2938 sldorsalis_homolog_ensembl_gene
## 2939 sldorsalis_homolog_associated_gene_name
## 2940 sldorsalis_homolog_ensembl_peptide
## 2941 sldorsalis_homolog_chromosome
## 2942 sldorsalis_homolog_chrom_start
## 2943 sldorsalis_homolog_chrom_end
## 2944 sldorsalis_homolog_canonical_transcript_protein
## 2945 sldorsalis_homolog_subtype
## 2946 sldorsalis_homolog_orthology_type
## 2947 sldorsalis_homolog_perc_id
## 2948 sldorsalis_homolog_perc_id_r1
## 2949 sldorsalis_homolog_goc_score
## 2950 sldorsalis_homolog_wga_coverage
## 2951 sldorsalis_homolog_orthology_confidence
## 2952 tguttata_homolog_ensembl_gene
## 2953 tguttata_homolog_associated_gene_name
## 2954 tguttata_homolog_ensembl_peptide
## 2955 tguttata_homolog_chromosome
## 2956 tguttata_homolog_chrom_start
## 2957 tguttata_homolog_chrom_end
## 2958 tguttata_homolog_canonical_transcript_protein
## 2959 tguttata_homolog_subtype
## 2960 tguttata_homolog_orthology_type
## 2961 tguttata_homolog_perc_id
## 2962 tguttata_homolog_perc_id_r1
## 2963 tguttata_homolog_goc_score
## 2964 tguttata_homolog_wga_coverage
## 2965 tguttata_homolog_orthology_confidence
## 2966 mzebra_homolog_ensembl_gene
## 2967 mzebra_homolog_associated_gene_name
## 2968 mzebra_homolog_ensembl_peptide
## 2969 mzebra_homolog_chromosome
## 2970 mzebra_homolog_chrom_start
## 2971 mzebra_homolog_chrom_end
## 2972 mzebra_homolog_canonical_transcript_protein
## 2973 mzebra_homolog_subtype
## 2974 mzebra_homolog_orthology_type
## 2975 mzebra_homolog_perc_id
## 2976 mzebra_homolog_perc_id_r1
## 2977 mzebra_homolog_goc_score
## 2978 mzebra_homolog_wga_coverage
## 2979 mzebra_homolog_orthology_confidence
## 2980 drerio_homolog_ensembl_gene
## 2981 drerio_homolog_associated_gene_name
## 2982 drerio_homolog_ensembl_peptide
## 2983 drerio_homolog_chromosome
## 2984 drerio_homolog_chrom_start
## 2985 drerio_homolog_chrom_end
## 2986 drerio_homolog_canonical_transcript_protein
## 2987 drerio_homolog_subtype
## 2988 drerio_homolog_orthology_type
## 2989 drerio_homolog_perc_id
## 2990 drerio_homolog_perc_id_r1
## 2991 drerio_homolog_goc_score
## 2992 drerio_homolog_wga_coverage
## 2993 drerio_homolog_orthology_confidence
## 2994 marmatus_homolog_ensembl_gene
## 2995 marmatus_homolog_associated_gene_name
## 2996 marmatus_homolog_ensembl_peptide
## 2997 marmatus_homolog_chromosome
## 2998 marmatus_homolog_chrom_start
## 2999 marmatus_homolog_chrom_end
## 3000 marmatus_homolog_canonical_transcript_protein
## 3001 marmatus_homolog_subtype
## 3002 marmatus_homolog_orthology_type
## 3003 marmatus_homolog_perc_id
## 3004 marmatus_homolog_perc_id_r1
## 3005 marmatus_homolog_goc_score
## 3006 marmatus_homolog_orthology_confidence
## 3007 hsapiens_paralog_ensembl_gene
## 3008 hsapiens_paralog_associated_gene_name
## 3009 hsapiens_paralog_ensembl_peptide
## 3010 hsapiens_paralog_chromosome
## 3011 hsapiens_paralog_chrom_start
## 3012 hsapiens_paralog_chrom_end
## 3013 hsapiens_paralog_canonical_transcript_protein
## 3014 hsapiens_paralog_subtype
## 3015 hsapiens_paralog_orthology_type
## 3016 hsapiens_paralog_perc_id
## 3017 hsapiens_paralog_perc_id_r1
## 3018 ensembl_gene_id
## 3019 ensembl_gene_id_version
## 3020 version
## 3021 ensembl_transcript_id
## 3022 ensembl_transcript_id_version
## 3023 transcript_version
## 3024 ensembl_peptide_id
## 3025 ensembl_peptide_id_version
## 3026 peptide_version
## 3027 chromosome_name
## 3028 start_position
## 3029 end_position
## 3030 strand
## 3031 band
## 3032 external_gene_name
## 3033 external_gene_source
## 3034 transcript_count
## 3035 percentage_gene_gc_content
## 3036 description
## 3037 variation_name
## 3038 germ_line_variation_source
## 3039 source_description
## 3040 allele
## 3041 validated
## 3042 mapweight
## 3043 minor_allele
## 3044 minor_allele_freq
## 3045 minor_allele_count
## 3046 clinical_significance
## 3047 transcript_location
## 3048 snp_chromosome_strand
## 3049 peptide_location
## 3050 chromosome_start
## 3051 chromosome_end
## 3052 polyphen_prediction_2076
## 3053 polyphen_score_2076
## 3054 sift_prediction_2076
## 3055 sift_score_2076
## 3056 distance_to_transcript_2076
## 3057 cds_start_2076
## 3058 cds_end_2076
## 3059 peptide_shift
## 3060 synonymous_status
## 3061 allele_string_2076
## 3062 ensembl_gene_id
## 3063 ensembl_gene_id_version
## 3064 version
## 3065 ensembl_transcript_id
## 3066 ensembl_transcript_id_version
## 3067 transcript_version
## 3068 ensembl_peptide_id
## 3069 ensembl_peptide_id_version
## 3070 peptide_version
## 3071 chromosome_name
## 3072 start_position
## 3073 end_position
## 3074 strand
## 3075 band
## 3076 external_gene_name
## 3077 external_gene_source
## 3078 transcript_count
## 3079 percentage_gene_gc_content
## 3080 description
## 3081 somatic_variation_name
## 3082 somatic_source_name
## 3083 somatic_source_description
## 3084 somatic_allele
## 3085 somatic_validated
## 3086 somatic_mapweight
## 3087 somatic_transcript_location
## 3088 somatic_snp_chromosome_strand
## 3089 somatic_peptide_location
## 3090 somatic_chromosome_start
## 3091 somatic_chromosome_end
## 3092 mart_transcript_variation_som__dm_distance_to_transcript_2076
## 3093 somatic_cds_start_2076
## 3094 somatic_cds_end_2076
## 3095 somatic_synonymous_status
## 3096 mart_transcript_variation_som__dm_allele_string_2076
## 3097 transcript_exon_intron
## 3098 gene_exon_intron
## 3099 transcript_flank
## 3100 gene_flank
## 3101 coding_transcript_flank
## 3102 coding_gene_flank
## 3103 5utr
## 3104 3utr
## 3105 gene_exon
## 3106 cdna
## 3107 coding
## 3108 peptide
## 3109 upstream_flank
## 3110 downstream_flank
## 3111 ensembl_gene_id
## 3112 ensembl_gene_id_version
## 3113 description
## 3114 external_gene_name
## 3115 external_gene_source
## 3116 chromosome_name
## 3117 start_position
## 3118 end_position
## 3119 gene_biotype
## 3120 version
## 3121 uniparc
## 3122 uniprotswissprot
## 3123 uniprotsptrembl
## 3124 cdna_coding_start
## 3125 cdna_coding_end
## 3126 5_utr_start
## 3127 5_utr_end
## 3128 3_utr_start
## 3129 3_utr_end
## 3130 ensembl_transcript_id
## 3131 ensembl_transcript_id_version
## 3132 ensembl_peptide_id
## 3133 ensembl_peptide_id_version
## 3134 transcript_biotype
## 3135 transcript_version
## 3136 peptide_version
## 3137 strand
## 3138 transcript_start
## 3139 transcript_end
## 3140 transcription_start_site
## 3141 transcript_length
## 3142 cds_length
## 3143 cds_start
## 3144 cds_end
## 3145 ensembl_exon_id
## 3146 exon_chrom_start
## 3147 exon_chrom_end
## 3148 strand
## 3149 rank
## 3150 phase
## 3151 end_phase
## 3152 cdna_coding_start
## 3153 cdna_coding_end
## 3154 genomic_coding_start
## 3155 genomic_coding_end
## 3156 is_constitutive
## description
## 1 Gene stable ID
## 2 Gene stable ID version
## 3 Transcript stable ID
## 4 Transcript stable ID version
## 5 Protein stable ID
## 6 Protein stable ID version
## 7 Exon stable ID
## 8 Gene description
## 9 Chromosome/scaffold name
## 10 Gene start (bp)
## 11 Gene end (bp)
## 12 Strand
## 13 Karyotype band
## 14 Transcript start (bp)
## 15 Transcript end (bp)
## 16 Transcription start site (TSS)
## 17 Transcript length (including UTRs and CDS)
## 18 Transcript support level (TSL)
## 19 GENCODE basic annotation
## 20 APPRIS annotation
## 21 Ensembl Canonical
## 22 RefSeq match transcript (MANE Select)
## 23 RefSeq match transcript (MANE Plus Clinical)
## 24 Gene name
## 25 Source of gene name
## 26 Transcript name
## 27 Source of transcript name
## 28 Transcript count
## 29 Gene % GC content
## 30 Gene type
## 31 Transcript type
## 32 Source (gene)
## 33 Source (transcript)
## 34 Version (gene)
## 35 Version (transcript)
## 36 Version (protein)
## 37 Gene Synonym
## 38 Phenotype description
## 39 Source name
## 40 Study external reference
## 41 Strain name
## 42 Strain gender
## 43 P value
## 44 GO term accession
## 45 GO term name
## 46 GO term definition
## 47 GO term evidence code
## 48 GO domain
## 49 GOSlim GOA Accession(s)
## 50 GOSlim GOA Description
## 51 BioGRID Interaction data, The General Repository for Interaction Datasets ID
## 52 CCDS ID
## 53 ChEMBL ID
## 54 DataBase of Aberrant 3' Splice Sites name
## 55 DataBase of Aberrant 3' Splice Sites ID
## 56 DataBase of Aberrant 5' Splice Sites name
## 57 DataBase of Aberrant 5' Splice Sites ID
## 58 EntrezGene transcript name ID
## 59 European Nucleotide Archive ID
## 60 Expression Atlas ID
## 61 GeneCards ID
## 62 HGNC ID
## 63 HGNC symbol
## 64 Human Protein Atlas accession
## 65 Human Protein Atlas ID
## 66 INSDC protein ID
## 67 LRG display in Ensembl gene ID
## 68 LRG display in Ensembl transcript ID
## 69 MEROPS - the Peptidase Database ID
## 70 MIM gene description
## 71 MIM gene accession
## 72 MIM morbid description
## 73 MIM morbid accession
## 74 miRBase accession
## 75 miRBase ID
## 76 miRBase transcript name ID
## 77 NCBI gene (formerly Entrezgene) description
## 78 NCBI gene (formerly Entrezgene) accession
## 79 NCBI gene (formerly Entrezgene) ID
## 80 PDB ID
## 81 Reactome ID
## 82 Reactome gene ID
## 83 Reactome transcript ID
## 84 RefSeq mRNA ID
## 85 RefSeq mRNA predicted ID
## 86 RefSeq ncRNA ID
## 87 RefSeq ncRNA predicted ID
## 88 RefSeq peptide ID
## 89 RefSeq peptide predicted ID
## 90 RFAM ID
## 91 RFAM transcript name ID
## 92 RNAcentral ID
## 93 Transcript name ID
## 94 UCSC Stable ID
## 95 UniParc ID
## 96 UniProtKB Gene Name symbol
## 97 UniProtKB Gene Name ID
## 98 UniProtKB isoform ID
## 99 UniProtKB/Swiss-Prot ID
## 100 UniProtKB/TrEMBL ID
## 101 WikiGene description
## 102 WikiGene name
## 103 WikiGene ID
## 104 AFFY HC G110 probe
## 105 AFFY HG Focus probe
## 106 AFFY HG U133A 2 probe
## 107 AFFY HG U133B probe
## 108 AFFY HG U133 Plus 2 probe
## 109 AFFY HG U95A probe
## 110 AFFY HG U95Av2 probe
## 111 AFFY HG U95B probe
## 112 AFFY HG U95C probe
## 113 AFFY HG U95D probe
## 114 AFFY HG U95E probe
## 115 AFFY HTA 2 0 probe
## 116 AFFY HT HG U133 Plus PM probe
## 117 AFFY HuEx 1 0 st v2 probe
## 118 AFFY HuGeneFL probe
## 119 AFFY HuGene 1 0 st v1 probe
## 120 AFFY HuGene 2 0 st v1 probe
## 121 AFFY HuGene 2 1 st v1 probe
## 122 AFFY PrimeView probe
## 123 AFFY U133 X3P probe
## 124 AGILENT CGH 44b probe
## 125 AGILENT GPL19072 probe
## 126 AGILENT GPL26966 probe
## 127 AGILENT GPL6848 probe
## 128 AGILENT SurePrint G3 GE 8x60k probe
## 129 AGILENT SurePrint G3 GE 8x60k v2 probe
## 130 AGILENT WholeGenome probe
## 131 AGILENT WholeGenome 4x44k v1 probe
## 132 AGILENT WholeGenome 4x44k v2 probe
## 133 CODELINK CODELINK probe
## 134 ILLUMINA HumanRef 8 V3 probe
## 135 ILLUMINA HumanWG 6 V3 probe
## 136 PHALANX OneArray probe
## 137 CDD ID
## 138 CDD start
## 139 CDD end
## 140 Gene3D ID
## 141 Gene3D start
## 142 Gene3D end
## 143 HAMAP ID
## 144 HAMAP start
## 145 HAMAP end
## 146 PANTHER ID
## 147 PANTHER start
## 148 PANTHER end
## 149 Pfam ID
## 150 Pfam start
## 151 Pfam end
## 152 PIRSF ID
## 153 PIRSF start
## 154 PIRSF end
## 155 Prints ID
## 156 Prints start
## 157 Prints end
## 158 PROSITE patterns ID
## 159 PROSITE patterns start
## 160 PROSITE patterns end
## 161 PROSITE profiles ID
## 162 PROSITE profiles start
## 163 PROSITE profiles end
## 164 SFLD ID
## 165 SFLD start
## 166 SFLD end
## 167 SMART ID
## 168 SMART start
## 169 SMART end
## 170 Superfamily ID
## 171 Superfamily start
## 172 Superfamily end
## 173 TIGRFAM ID
## 174 TIGRFAM start
## 175 TIGRFAM end
## 176 Interpro ID
## 177 Interpro Short Description
## 178 Interpro Description
## 179 Interpro start
## 180 Interpro end
## 181 AFDB-ENSP mappings
## 182 AFDB-ENSP mappings start
## 183 AFDB-ENSP mappings end
## 184 MobiDB lite
## 185 MobiDB lite start
## 186 MobiDB lite end
## 187 Coiled-coils (Ncoils)
## 188 Coiled-coils (Ncoils) start
## 189 Coiled-coils (Ncoils) end
## 190 Low complexity (Seg)
## 191 Low complexity (Seg) start
## 192 Low complexity (Seg) end
## 193 PDB-ENSP mappings
## 194 PDB-ENSP mappings start
## 195 PDB-ENSP mappings end
## 196 Cleavage site (Signalp)
## 197 Cleavage site (Signalp) start
## 198 Cleavage site (Signalp) end
## 199 Transmembrane helices
## 200 Transmembrane helices start
## 201 Transmembrane helices end
## 202 Gene stable ID
## 203 Gene stable ID version
## 204 Version (gene)
## 205 Transcript stable ID
## 206 Transcript stable ID version
## 207 Version (transcript)
## 208 Protein stable ID
## 209 Protein stable ID version
## 210 Version (protein)
## 211 Chromosome/scaffold name
## 212 Gene start (bp)
## 213 Gene end (bp)
## 214 Transcript start (bp)
## 215 Transcript end (bp)
## 216 Transcription start site (TSS)
## 217 Transcript length (including UTRs and CDS)
## 218 Strand
## 219 Gene name
## 220 Source of gene name
## 221 5' UTR start
## 222 5' UTR end
## 223 3' UTR start
## 224 3' UTR end
## 225 CDS Length
## 226 Transcript count
## 227 Gene description
## 228 Gene type
## 229 Exon region start (bp)
## 230 Exon region end (bp)
## 231 Constitutive exon
## 232 Exon rank in transcript
## 233 Start phase
## 234 End phase
## 235 cDNA coding start
## 236 cDNA coding end
## 237 Genomic coding start
## 238 Genomic coding end
## 239 Exon stable ID
## 240 CDS start
## 241 CDS end
## 242 Gene stable ID
## 243 Gene stable ID version
## 244 Version (gene)
## 245 Transcript stable ID
## 246 Transcript stable ID version
## 247 Version (transcript)
## 248 Protein stable ID
## 249 Protein stable ID version
## 250 Version (protein)
## 251 Chromosome/scaffold name
## 252 Gene start (bp)
## 253 Gene end (bp)
## 254 Strand
## 255 Karyotype band
## 256 Gene name
## 257 Source of gene name
## 258 Transcript count
## 259 Gene % GC content
## 260 Gene description
## 261 Abingdon island giant tortoise gene stable ID
## 262 Abingdon island giant tortoise gene name
## 263 Abingdon island giant tortoise protein or transcript stable ID
## 264 Abingdon island giant tortoise chromosome/scaffold name
## 265 Abingdon island giant tortoise chromosome/scaffold start (bp)
## 266 Abingdon island giant tortoise chromosome/scaffold end (bp)
## 267 Query protein or transcript ID
## 268 Last common ancestor with Abingdon island giant tortoise
## 269 Abingdon island giant tortoise homology type
## 270 %id. target Abingdon island giant tortoise gene identical to query gene
## 271 %id. query gene identical to target Abingdon island giant tortoise gene
## 272 Abingdon island giant tortoise Gene-order conservation score
## 273 Abingdon island giant tortoise Whole-genome alignment coverage
## 274 Abingdon island giant tortoise orthology confidence [0 low, 1 high]
## 275 African ostrich gene stable ID
## 276 African ostrich gene name
## 277 African ostrich protein or transcript stable ID
## 278 African ostrich chromosome/scaffold name
## 279 African ostrich chromosome/scaffold start (bp)
## 280 African ostrich chromosome/scaffold end (bp)
## 281 Query protein or transcript ID
## 282 Last common ancestor with African ostrich
## 283 African ostrich homology type
## 284 %id. target African ostrich gene identical to query gene
## 285 %id. query gene identical to target African ostrich gene
## 286 African ostrich Gene-order conservation score
## 287 African ostrich Whole-genome alignment coverage
## 288 African ostrich orthology confidence [0 low, 1 high]
## 289 Algerian mouse gene stable ID
## 290 Algerian mouse gene name
## 291 Algerian mouse protein or transcript stable ID
## 292 Algerian mouse chromosome/scaffold name
## 293 Algerian mouse chromosome/scaffold start (bp)
## 294 Algerian mouse chromosome/scaffold end (bp)
## 295 Query protein or transcript ID
## 296 Last common ancestor with Algerian mouse
## 297 Algerian mouse homology type
## 298 %id. target Algerian mouse gene identical to query gene
## 299 %id. query gene identical to target Algerian mouse gene
## 300 Algerian mouse Gene-order conservation score
## 301 Algerian mouse Whole-genome alignment coverage
## 302 Algerian mouse orthology confidence [0 low, 1 high]
## 303 Alpaca gene stable ID
## 304 Alpaca gene name
## 305 Alpaca protein or transcript stable ID
## 306 Alpaca chromosome/scaffold name
## 307 Alpaca chromosome/scaffold start (bp)
## 308 Alpaca chromosome/scaffold end (bp)
## 309 Query protein or transcript ID
## 310 Last common ancestor with Alpaca
## 311 Alpaca homology type
## 312 %id. target Alpaca gene identical to query gene
## 313 %id. query gene identical to target Alpaca gene
## 314 Alpaca Gene-order conservation score
## 315 Alpaca Whole-genome alignment coverage
## 316 Alpaca orthology confidence [0 low, 1 high]
## 317 Alpine marmot gene stable ID
## 318 Alpine marmot gene name
## 319 Alpine marmot protein or transcript stable ID
## 320 Alpine marmot chromosome/scaffold name
## 321 Alpine marmot chromosome/scaffold start (bp)
## 322 Alpine marmot chromosome/scaffold end (bp)
## 323 Query protein or transcript ID
## 324 Last common ancestor with Alpine marmot
## 325 Alpine marmot homology type
## 326 %id. target Alpine marmot gene identical to query gene
## 327 %id. query gene identical to target Alpine marmot gene
## 328 Alpine marmot Gene-order conservation score
## 329 Alpine marmot Whole-genome alignment coverage
## 330 Alpine marmot orthology confidence [0 low, 1 high]
## 331 Amazon molly gene stable ID
## 332 Amazon molly gene name
## 333 Amazon molly protein or transcript stable ID
## 334 Amazon molly chromosome/scaffold name
## 335 Amazon molly chromosome/scaffold start (bp)
## 336 Amazon molly chromosome/scaffold end (bp)
## 337 Query protein or transcript ID
## 338 Last common ancestor with Amazon molly
## 339 Amazon molly homology type
## 340 %id. target Amazon molly gene identical to query gene
## 341 %id. query gene identical to target Amazon molly gene
## 342 Amazon molly Gene-order conservation score
## 343 Amazon molly Whole-genome alignment coverage
## 344 Amazon molly orthology confidence [0 low, 1 high]
## 345 American bison gene stable ID
## 346 American bison gene name
## 347 American bison protein or transcript stable ID
## 348 American bison chromosome/scaffold name
## 349 American bison chromosome/scaffold start (bp)
## 350 American bison chromosome/scaffold end (bp)
## 351 Query protein or transcript ID
## 352 Last common ancestor with American bison
## 353 American bison homology type
## 354 %id. target American bison gene identical to query gene
## 355 %id. query gene identical to target American bison gene
## 356 American bison Gene-order conservation score
## 357 American bison Whole-genome alignment coverage
## 358 American bison orthology confidence [0 low, 1 high]
## 359 American black bear gene stable ID
## 360 American black bear gene name
## 361 American black bear protein or transcript stable ID
## 362 American black bear chromosome/scaffold name
## 363 American black bear chromosome/scaffold start (bp)
## 364 American black bear chromosome/scaffold end (bp)
## 365 Query protein or transcript ID
## 366 Last common ancestor with American black bear
## 367 American black bear homology type
## 368 %id. target American black bear gene identical to query gene
## 369 %id. query gene identical to target American black bear gene
## 370 American black bear Gene-order conservation score
## 371 American black bear Whole-genome alignment coverage
## 372 American black bear orthology confidence [0 low, 1 high]
## 373 American mink gene stable ID
## 374 American mink gene name
## 375 American mink protein or transcript stable ID
## 376 American mink chromosome/scaffold name
## 377 American mink chromosome/scaffold start (bp)
## 378 American mink chromosome/scaffold end (bp)
## 379 Query protein or transcript ID
## 380 Last common ancestor with American mink
## 381 American mink homology type
## 382 %id. target American mink gene identical to query gene
## 383 %id. query gene identical to target American mink gene
## 384 American mink Gene-order conservation score
## 385 American mink Whole-genome alignment coverage
## 386 American mink orthology confidence [0 low, 1 high]
## 387 Arabian camel gene stable ID
## 388 Arabian camel gene name
## 389 Arabian camel protein or transcript stable ID
## 390 Arabian camel chromosome/scaffold name
## 391 Arabian camel chromosome/scaffold start (bp)
## 392 Arabian camel chromosome/scaffold end (bp)
## 393 Query protein or transcript ID
## 394 Last common ancestor with Arabian camel
## 395 Arabian camel homology type
## 396 %id. target Arabian camel gene identical to query gene
## 397 %id. query gene identical to target Arabian camel gene
## 398 Arabian camel Gene-order conservation score
## 399 Arabian camel Whole-genome alignment coverage
## 400 Arabian camel orthology confidence [0 low, 1 high]
## 401 Arctic ground squirrel gene stable ID
## 402 Arctic ground squirrel gene name
## 403 Arctic ground squirrel protein or transcript stable ID
## 404 Arctic ground squirrel chromosome/scaffold name
## 405 Arctic ground squirrel chromosome/scaffold start (bp)
## 406 Arctic ground squirrel chromosome/scaffold end (bp)
## 407 Query protein or transcript ID
## 408 Last common ancestor with Arctic ground squirrel
## 409 Arctic ground squirrel homology type
## 410 %id. target Arctic ground squirrel gene identical to query gene
## 411 %id. query gene identical to target Arctic ground squirrel gene
## 412 Arctic ground squirrel Gene-order conservation score
## 413 Arctic ground squirrel Whole-genome alignment coverage
## 414 Arctic ground squirrel orthology confidence [0 low, 1 high]
## 415 Argentine black and white tegu gene stable ID
## 416 Argentine black and white tegu gene name
## 417 Argentine black and white tegu protein or transcript stable ID
## 418 Argentine black and white tegu chromosome/scaffold name
## 419 Argentine black and white tegu chromosome/scaffold start (bp)
## 420 Argentine black and white tegu chromosome/scaffold end (bp)
## 421 Query protein or transcript ID
## 422 Last common ancestor with Argentine black and white tegu
## 423 Argentine black and white tegu homology type
## 424 %id. target Argentine black and white tegu gene identical to query gene
## 425 %id. query gene identical to target Argentine black and white tegu gene
## 426 Argentine black and white tegu Gene-order conservation score
## 427 Argentine black and white tegu Whole-genome alignment coverage
## 428 Argentine black and white tegu orthology confidence [0 low, 1 high]
## 429 Armadillo gene stable ID
## 430 Armadillo gene name
## 431 Armadillo protein or transcript stable ID
## 432 Armadillo chromosome/scaffold name
## 433 Armadillo chromosome/scaffold start (bp)
## 434 Armadillo chromosome/scaffold end (bp)
## 435 Query protein or transcript ID
## 436 Last common ancestor with Armadillo
## 437 Armadillo homology type
## 438 %id. target Armadillo gene identical to query gene
## 439 %id. query gene identical to target Armadillo gene
## 440 Armadillo Gene-order conservation score
## 441 Armadillo Whole-genome alignment coverage
## 442 Armadillo orthology confidence [0 low, 1 high]
## 443 Asian bonytongue gene stable ID
## 444 Asian bonytongue gene name
## 445 Asian bonytongue protein or transcript stable ID
## 446 Asian bonytongue chromosome/scaffold name
## 447 Asian bonytongue chromosome/scaffold start (bp)
## 448 Asian bonytongue chromosome/scaffold end (bp)
## 449 Query protein or transcript ID
## 450 Last common ancestor with Asian bonytongue
## 451 Asian bonytongue homology type
## 452 %id. target Asian bonytongue gene identical to query gene
## 453 %id. query gene identical to target Asian bonytongue gene
## 454 Asian bonytongue Gene-order conservation score
## 455 Asian bonytongue Whole-genome alignment coverage
## 456 Asian bonytongue orthology confidence [0 low, 1 high]
## 457 Atlantic cod gene stable ID
## 458 Atlantic cod gene name
## 459 Atlantic cod protein or transcript stable ID
## 460 Atlantic cod chromosome/scaffold name
## 461 Atlantic cod chromosome/scaffold start (bp)
## 462 Atlantic cod chromosome/scaffold end (bp)
## 463 Query protein or transcript ID
## 464 Last common ancestor with Atlantic cod
## 465 Atlantic cod homology type
## 466 %id. target Atlantic cod gene identical to query gene
## 467 %id. query gene identical to target Atlantic cod gene
## 468 Atlantic cod Gene-order conservation score
## 469 Atlantic cod orthology confidence [0 low, 1 high]
## 470 Atlantic herring gene stable ID
## 471 Atlantic herring gene name
## 472 Atlantic herring protein or transcript stable ID
## 473 Atlantic herring chromosome/scaffold name
## 474 Atlantic herring chromosome/scaffold start (bp)
## 475 Atlantic herring chromosome/scaffold end (bp)
## 476 Query protein or transcript ID
## 477 Last common ancestor with Atlantic herring
## 478 Atlantic herring homology type
## 479 %id. target Atlantic herring gene identical to query gene
## 480 %id. query gene identical to target Atlantic herring gene
## 481 Atlantic herring Gene-order conservation score
## 482 Atlantic herring Whole-genome alignment coverage
## 483 Atlantic herring orthology confidence [0 low, 1 high]
## 484 Atlantic salmon gene stable ID
## 485 Atlantic salmon gene name
## 486 Atlantic salmon protein or transcript stable ID
## 487 Atlantic salmon chromosome/scaffold name
## 488 Atlantic salmon chromosome/scaffold start (bp)
## 489 Atlantic salmon chromosome/scaffold end (bp)
## 490 Query protein or transcript ID
## 491 Last common ancestor with Atlantic salmon
## 492 Atlantic salmon homology type
## 493 %id. target Atlantic salmon gene identical to query gene
## 494 %id. query gene identical to target Atlantic salmon gene
## 495 Atlantic salmon Gene-order conservation score
## 496 Atlantic salmon orthology confidence [0 low, 1 high]
## 497 Australian saltwater crocodile gene stable ID
## 498 Australian saltwater crocodile gene name
## 499 Australian saltwater crocodile protein or transcript stable ID
## 500 Australian saltwater crocodile chromosome/scaffold name
## 501 Australian saltwater crocodile chromosome/scaffold start (bp)
## 502 Australian saltwater crocodile chromosome/scaffold end (bp)
## 503 Query protein or transcript ID
## 504 Last common ancestor with Australian saltwater crocodile
## 505 Australian saltwater crocodile homology type
## 506 %id. target Australian saltwater crocodile gene identical to query gene
## 507 %id. query gene identical to target Australian saltwater crocodile gene
## 508 Australian saltwater crocodile Gene-order conservation score
## 509 Australian saltwater crocodile Whole-genome alignment coverage
## 510 Australian saltwater crocodile orthology confidence [0 low, 1 high]
## 511 Ballan wrasse gene stable ID
## 512 Ballan wrasse gene name
## 513 Ballan wrasse protein or transcript stable ID
## 514 Ballan wrasse chromosome/scaffold name
## 515 Ballan wrasse chromosome/scaffold start (bp)
## 516 Ballan wrasse chromosome/scaffold end (bp)
## 517 Query protein or transcript ID
## 518 Last common ancestor with Ballan wrasse
## 519 Ballan wrasse homology type
## 520 %id. target Ballan wrasse gene identical to query gene
## 521 %id. query gene identical to target Ballan wrasse gene
## 522 Ballan wrasse Gene-order conservation score
## 523 Ballan wrasse Whole-genome alignment coverage
## 524 Ballan wrasse orthology confidence [0 low, 1 high]
## 525 Barramundi perch gene stable ID
## 526 Barramundi perch gene name
## 527 Barramundi perch protein or transcript stable ID
## 528 Barramundi perch chromosome/scaffold name
## 529 Barramundi perch chromosome/scaffold start (bp)
## 530 Barramundi perch chromosome/scaffold end (bp)
## 531 Query protein or transcript ID
## 532 Last common ancestor with Barramundi perch
## 533 Barramundi perch homology type
## 534 %id. target Barramundi perch gene identical to query gene
## 535 %id. query gene identical to target Barramundi perch gene
## 536 Barramundi perch Gene-order conservation score
## 537 Barramundi perch Whole-genome alignment coverage
## 538 Barramundi perch orthology confidence [0 low, 1 high]
## 539 Beluga whale gene stable ID
## 540 Beluga whale gene name
## 541 Beluga whale protein or transcript stable ID
## 542 Beluga whale chromosome/scaffold name
## 543 Beluga whale chromosome/scaffold start (bp)
## 544 Beluga whale chromosome/scaffold end (bp)
## 545 Query protein or transcript ID
## 546 Last common ancestor with Beluga whale
## 547 Beluga whale homology type
## 548 %id. target Beluga whale gene identical to query gene
## 549 %id. query gene identical to target Beluga whale gene
## 550 Beluga whale Gene-order conservation score
## 551 Beluga whale Whole-genome alignment coverage
## 552 Beluga whale orthology confidence [0 low, 1 high]
## 553 Bicolor damselfish gene stable ID
## 554 Bicolor damselfish gene name
## 555 Bicolor damselfish protein or transcript stable ID
## 556 Bicolor damselfish chromosome/scaffold name
## 557 Bicolor damselfish chromosome/scaffold start (bp)
## 558 Bicolor damselfish chromosome/scaffold end (bp)
## 559 Query protein or transcript ID
## 560 Last common ancestor with Bicolor damselfish
## 561 Bicolor damselfish homology type
## 562 %id. target Bicolor damselfish gene identical to query gene
## 563 %id. query gene identical to target Bicolor damselfish gene
## 564 Bicolor damselfish Gene-order conservation score
## 565 Bicolor damselfish Whole-genome alignment coverage
## 566 Bicolor damselfish orthology confidence [0 low, 1 high]
## 567 Black snub-nosed monkey gene stable ID
## 568 Black snub-nosed monkey gene name
## 569 Black snub-nosed monkey protein or transcript stable ID
## 570 Black snub-nosed monkey chromosome/scaffold name
## 571 Black snub-nosed monkey chromosome/scaffold start (bp)
## 572 Black snub-nosed monkey chromosome/scaffold end (bp)
## 573 Query protein or transcript ID
## 574 Last common ancestor with Black snub-nosed monkey
## 575 Black snub-nosed monkey homology type
## 576 %id. target Black snub-nosed monkey gene identical to query gene
## 577 %id. query gene identical to target Black snub-nosed monkey gene
## 578 Black snub-nosed monkey Gene-order conservation score
## 579 Black snub-nosed monkey Whole-genome alignment coverage
## 580 Black snub-nosed monkey orthology confidence [0 low, 1 high]
## 581 Blue whale gene stable ID
## 582 Blue whale gene name
## 583 Blue whale protein or transcript stable ID
## 584 Blue whale chromosome/scaffold name
## 585 Blue whale chromosome/scaffold start (bp)
## 586 Blue whale chromosome/scaffold end (bp)
## 587 Query protein or transcript ID
## 588 Last common ancestor with Blue whale
## 589 Blue whale homology type
## 590 %id. target Blue whale gene identical to query gene
## 591 %id. query gene identical to target Blue whale gene
## 592 Blue whale Gene-order conservation score
## 593 Blue whale Whole-genome alignment coverage
## 594 Blue whale orthology confidence [0 low, 1 high]
## 595 Blue-ringed sea krait gene stable ID
## 596 Blue-ringed sea krait gene name
## 597 Blue-ringed sea krait protein or transcript stable ID
## 598 Blue-ringed sea krait chromosome/scaffold name
## 599 Blue-ringed sea krait chromosome/scaffold start (bp)
## 600 Blue-ringed sea krait chromosome/scaffold end (bp)
## 601 Query protein or transcript ID
## 602 Last common ancestor with Blue-ringed sea krait
## 603 Blue-ringed sea krait homology type
## 604 %id. target Blue-ringed sea krait gene identical to query gene
## 605 %id. query gene identical to target Blue-ringed sea krait gene
## 606 Blue-ringed sea krait Gene-order conservation score
## 607 Blue-ringed sea krait Whole-genome alignment coverage
## 608 Blue-ringed sea krait orthology confidence [0 low, 1 high]
## 609 Bolivian squirrel monkey gene stable ID
## 610 Bolivian squirrel monkey gene name
## 611 Bolivian squirrel monkey protein or transcript stable ID
## 612 Bolivian squirrel monkey chromosome/scaffold name
## 613 Bolivian squirrel monkey chromosome/scaffold start (bp)
## 614 Bolivian squirrel monkey chromosome/scaffold end (bp)
## 615 Query protein or transcript ID
## 616 Last common ancestor with Bolivian squirrel monkey
## 617 Bolivian squirrel monkey homology type
## 618 %id. target Bolivian squirrel monkey gene identical to query gene
## 619 %id. query gene identical to target Bolivian squirrel monkey gene
## 620 Bolivian squirrel monkey Gene-order conservation score
## 621 Bolivian squirrel monkey Whole-genome alignment coverage
## 622 Bolivian squirrel monkey orthology confidence [0 low, 1 high]
## 623 Bonobo gene stable ID
## 624 Bonobo gene name
## 625 Bonobo protein or transcript stable ID
## 626 Bonobo chromosome/scaffold name
## 627 Bonobo chromosome/scaffold start (bp)
## 628 Bonobo chromosome/scaffold end (bp)
## 629 Query protein or transcript ID
## 630 Last common ancestor with Bonobo
## 631 Bonobo homology type
## 632 %id. target Bonobo gene identical to query gene
## 633 %id. query gene identical to target Bonobo gene
## 634 Bonobo Gene-order conservation score
## 635 Bonobo Whole-genome alignment coverage
## 636 Bonobo orthology confidence [0 low, 1 high]
## 637 Brown trout gene stable ID
## 638 Brown trout gene name
## 639 Brown trout protein or transcript stable ID
## 640 Brown trout chromosome/scaffold name
## 641 Brown trout chromosome/scaffold start (bp)
## 642 Brown trout chromosome/scaffold end (bp)
## 643 Query protein or transcript ID
## 644 Last common ancestor with Brown trout
## 645 Brown trout homology type
## 646 %id. target Brown trout gene identical to query gene
## 647 %id. query gene identical to target Brown trout gene
## 648 Brown trout Gene-order conservation score
## 649 Brown trout Whole-genome alignment coverage
## 650 Brown trout orthology confidence [0 low, 1 high]
## 651 Burton's mouthbrooder gene stable ID
## 652 Burton's mouthbrooder gene name
## 653 Burton's mouthbrooder protein or transcript stable ID
## 654 Burton's mouthbrooder chromosome/scaffold name
## 655 Burton's mouthbrooder chromosome/scaffold start (bp)
## 656 Burton's mouthbrooder chromosome/scaffold end (bp)
## 657 Query protein or transcript ID
## 658 Last common ancestor with Burton's mouthbrooder
## 659 Burton's mouthbrooder homology type
## 660 %id. target Burton's mouthbrooder gene identical to query gene
## 661 %id. query gene identical to target Burton's mouthbrooder gene
## 662 Burton's mouthbrooder Gene-order conservation score
## 663 Burton's mouthbrooder Whole-genome alignment coverage
## 664 Burton's mouthbrooder orthology confidence [0 low, 1 high]
## 665 Bushbaby gene stable ID
## 666 Bushbaby gene name
## 667 Bushbaby protein or transcript stable ID
## 668 Bushbaby chromosome/scaffold name
## 669 Bushbaby chromosome/scaffold start (bp)
## 670 Bushbaby chromosome/scaffold end (bp)
## 671 Query protein or transcript ID
## 672 Last common ancestor with Bushbaby
## 673 Bushbaby homology type
## 674 %id. target Bushbaby gene identical to query gene
## 675 %id. query gene identical to target Bushbaby gene
## 676 Bushbaby Gene-order conservation score
## 677 Bushbaby Whole-genome alignment coverage
## 678 Bushbaby orthology confidence [0 low, 1 high]
## 679 C.intestinalis gene stable ID
## 680 C.intestinalis gene name
## 681 C.intestinalis protein or transcript stable ID
## 682 C.intestinalis chromosome/scaffold name
## 683 C.intestinalis chromosome/scaffold start (bp)
## 684 C.intestinalis chromosome/scaffold end (bp)
## 685 Query protein or transcript ID
## 686 Last common ancestor with C.intestinalis
## 687 C.intestinalis homology type
## 688 %id. target C.intestinalis gene identical to query gene
## 689 %id. query gene identical to target C.intestinalis gene
## 690 C.intestinalis Whole-genome alignment coverage
## 691 C.intestinalis orthology confidence [0 low, 1 high]
## 692 C.savignyi gene stable ID
## 693 C.savignyi gene name
## 694 C.savignyi protein or transcript stable ID
## 695 C.savignyi chromosome/scaffold name
## 696 C.savignyi chromosome/scaffold start (bp)
## 697 C.savignyi chromosome/scaffold end (bp)
## 698 Query protein or transcript ID
## 699 Last common ancestor with C.savignyi
## 700 C.savignyi homology type
## 701 %id. target C.savignyi gene identical to query gene
## 702 %id. query gene identical to target C.savignyi gene
## 703 C.savignyi Whole-genome alignment coverage
## 704 C.savignyi orthology confidence [0 low, 1 high]
## 705 Caenorhabditis elegans (PRJNA13758) gene stable ID
## 706 Caenorhabditis elegans (PRJNA13758) gene name
## 707 Caenorhabditis elegans (PRJNA13758) protein or transcript stable ID
## 708 Caenorhabditis elegans (PRJNA13758) chromosome/scaffold name
## 709 Caenorhabditis elegans (PRJNA13758) chromosome/scaffold start (bp)
## 710 Caenorhabditis elegans (PRJNA13758) chromosome/scaffold end (bp)
## 711 Query protein or transcript ID
## 712 Last common ancestor with Caenorhabditis elegans (PRJNA13758)
## 713 Caenorhabditis elegans (PRJNA13758) homology type
## 714 %id. target Caenorhabditis elegans (PRJNA13758) gene identical to query gene
## 715 %id. query gene identical to target Caenorhabditis elegans (PRJNA13758) gene
## 716 Caenorhabditis elegans (PRJNA13758) orthology confidence [0 low, 1 high]
## 717 Cat gene stable ID
## 718 Cat gene name
## 719 Cat protein or transcript stable ID
## 720 Cat chromosome/scaffold name
## 721 Cat chromosome/scaffold start (bp)
## 722 Cat chromosome/scaffold end (bp)
## 723 Query protein or transcript ID
## 724 Last common ancestor with Cat
## 725 Cat homology type
## 726 %id. target Cat gene identical to query gene
## 727 %id. query gene identical to target Cat gene
## 728 Cat Gene-order conservation score
## 729 Cat Whole-genome alignment coverage
## 730 Cat orthology confidence [0 low, 1 high]
## 731 Chacoan peccary gene stable ID
## 732 Chacoan peccary gene name
## 733 Chacoan peccary protein or transcript stable ID
## 734 Chacoan peccary chromosome/scaffold name
## 735 Chacoan peccary chromosome/scaffold start (bp)
## 736 Chacoan peccary chromosome/scaffold end (bp)
## 737 Query protein or transcript ID
## 738 Last common ancestor with Chacoan peccary
## 739 Chacoan peccary homology type
## 740 %id. target Chacoan peccary gene identical to query gene
## 741 %id. query gene identical to target Chacoan peccary gene
## 742 Chacoan peccary Gene-order conservation score
## 743 Chacoan peccary Whole-genome alignment coverage
## 744 Chacoan peccary orthology confidence [0 low, 1 high]
## 745 Channel bull blenny gene stable ID
## 746 Channel bull blenny gene name
## 747 Channel bull blenny protein or transcript stable ID
## 748 Channel bull blenny chromosome/scaffold name
## 749 Channel bull blenny chromosome/scaffold start (bp)
## 750 Channel bull blenny chromosome/scaffold end (bp)
## 751 Query protein or transcript ID
## 752 Last common ancestor with Channel bull blenny
## 753 Channel bull blenny homology type
## 754 %id. target Channel bull blenny gene identical to query gene
## 755 %id. query gene identical to target Channel bull blenny gene
## 756 Channel bull blenny Gene-order conservation score
## 757 Channel bull blenny Whole-genome alignment coverage
## 758 Channel bull blenny orthology confidence [0 low, 1 high]
## 759 Channel catfish gene stable ID
## 760 Channel catfish gene name
## 761 Channel catfish protein or transcript stable ID
## 762 Channel catfish chromosome/scaffold name
## 763 Channel catfish chromosome/scaffold start (bp)
## 764 Channel catfish chromosome/scaffold end (bp)
## 765 Query protein or transcript ID
## 766 Last common ancestor with Channel catfish
## 767 Channel catfish homology type
## 768 %id. target Channel catfish gene identical to query gene
## 769 %id. query gene identical to target Channel catfish gene
## 770 Channel catfish Gene-order conservation score
## 771 Channel catfish Whole-genome alignment coverage
## 772 Channel catfish orthology confidence [0 low, 1 high]
## 773 Chicken gene stable ID
## 774 Chicken gene name
## 775 Chicken protein or transcript stable ID
## 776 Chicken chromosome/scaffold name
## 777 Chicken chromosome/scaffold start (bp)
## 778 Chicken chromosome/scaffold end (bp)
## 779 Query protein or transcript ID
## 780 Last common ancestor with Chicken
## 781 Chicken homology type
## 782 %id. target Chicken gene identical to query gene
## 783 %id. query gene identical to target Chicken gene
## 784 Chicken Gene-order conservation score
## 785 Chicken Whole-genome alignment coverage
## 786 Chicken orthology confidence [0 low, 1 high]
## 787 Chimpanzee gene stable ID
## 788 Chimpanzee gene name
## 789 Chimpanzee protein or transcript stable ID
## 790 Chimpanzee chromosome/scaffold name
## 791 Chimpanzee chromosome/scaffold start (bp)
## 792 Chimpanzee chromosome/scaffold end (bp)
## 793 Query protein or transcript ID
## 794 Last common ancestor with Chimpanzee
## 795 Chimpanzee homology type
## 796 %id. target Chimpanzee gene identical to query gene
## 797 %id. query gene identical to target Chimpanzee gene
## 798 Chimpanzee Gene-order conservation score
## 799 Chimpanzee Whole-genome alignment coverage
## 800 Chimpanzee orthology confidence [0 low, 1 high]
## 801 Chinese hamster CHOK1GS gene stable ID
## 802 Chinese hamster CHOK1GS gene name
## 803 Chinese hamster CHOK1GS protein or transcript stable ID
## 804 Chinese hamster CHOK1GS chromosome/scaffold name
## 805 Chinese hamster CHOK1GS chromosome/scaffold start (bp)
## 806 Chinese hamster CHOK1GS chromosome/scaffold end (bp)
## 807 Query protein or transcript ID
## 808 Last common ancestor with Chinese hamster CHOK1GS
## 809 Chinese hamster CHOK1GS homology type
## 810 %id. target Chinese hamster CHOK1GS gene identical to query gene
## 811 %id. query gene identical to target Chinese hamster CHOK1GS gene
## 812 Chinese hamster CHOK1GS Gene-order conservation score
## 813 Chinese hamster CHOK1GS Whole-genome alignment coverage
## 814 Chinese hamster CHOK1GS orthology confidence [0 low, 1 high]
## 815 Chinese medaka gene stable ID
## 816 Chinese medaka gene name
## 817 Chinese medaka protein or transcript stable ID
## 818 Chinese medaka chromosome/scaffold name
## 819 Chinese medaka chromosome/scaffold start (bp)
## 820 Chinese medaka chromosome/scaffold end (bp)
## 821 Query protein or transcript ID
## 822 Last common ancestor with Chinese medaka
## 823 Chinese medaka homology type
## 824 %id. target Chinese medaka gene identical to query gene
## 825 %id. query gene identical to target Chinese medaka gene
## 826 Chinese medaka Gene-order conservation score
## 827 Chinese medaka Whole-genome alignment coverage
## 828 Chinese medaka orthology confidence [0 low, 1 high]
## 829 Chinese softshell turtle gene stable ID
## 830 Chinese softshell turtle gene name
## 831 Chinese softshell turtle protein or transcript stable ID
## 832 Chinese softshell turtle chromosome/scaffold name
## 833 Chinese softshell turtle chromosome/scaffold start (bp)
## 834 Chinese softshell turtle chromosome/scaffold end (bp)
## 835 Query protein or transcript ID
## 836 Last common ancestor with Chinese softshell turtle
## 837 Chinese softshell turtle homology type
## 838 %id. target Chinese softshell turtle gene identical to query gene
## 839 %id. query gene identical to target Chinese softshell turtle gene
## 840 Chinese softshell turtle Gene-order conservation score
## 841 Chinese softshell turtle Whole-genome alignment coverage
## 842 Chinese softshell turtle orthology confidence [0 low, 1 high]
## 843 Chinook salmon gene stable ID
## 844 Chinook salmon gene name
## 845 Chinook salmon protein or transcript stable ID
## 846 Chinook salmon chromosome/scaffold name
## 847 Chinook salmon chromosome/scaffold start (bp)
## 848 Chinook salmon chromosome/scaffold end (bp)
## 849 Query protein or transcript ID
## 850 Last common ancestor with Chinook salmon
## 851 Chinook salmon homology type
## 852 %id. target Chinook salmon gene identical to query gene
## 853 %id. query gene identical to target Chinook salmon gene
## 854 Chinook salmon Gene-order conservation score
## 855 Chinook salmon Whole-genome alignment coverage
## 856 Chinook salmon orthology confidence [0 low, 1 high]
## 857 Climbing perch gene stable ID
## 858 Climbing perch gene name
## 859 Climbing perch protein or transcript stable ID
## 860 Climbing perch chromosome/scaffold name
## 861 Climbing perch chromosome/scaffold start (bp)
## 862 Climbing perch chromosome/scaffold end (bp)
## 863 Query protein or transcript ID
## 864 Last common ancestor with Climbing perch
## 865 Climbing perch homology type
## 866 %id. target Climbing perch gene identical to query gene
## 867 %id. query gene identical to target Climbing perch gene
## 868 Climbing perch Gene-order conservation score
## 869 Climbing perch orthology confidence [0 low, 1 high]
## 870 Clown anemonefish gene stable ID
## 871 Clown anemonefish gene name
## 872 Clown anemonefish protein or transcript stable ID
## 873 Clown anemonefish chromosome/scaffold name
## 874 Clown anemonefish chromosome/scaffold start (bp)
## 875 Clown anemonefish chromosome/scaffold end (bp)
## 876 Query protein or transcript ID
## 877 Last common ancestor with Clown anemonefish
## 878 Clown anemonefish homology type
## 879 %id. target Clown anemonefish gene identical to query gene
## 880 %id. query gene identical to target Clown anemonefish gene
## 881 Clown anemonefish Gene-order conservation score
## 882 Clown anemonefish Whole-genome alignment coverage
## 883 Clown anemonefish orthology confidence [0 low, 1 high]
## 884 Coelacanth gene stable ID
## 885 Coelacanth gene name
## 886 Coelacanth protein or transcript stable ID
## 887 Coelacanth chromosome/scaffold name
## 888 Coelacanth chromosome/scaffold start (bp)
## 889 Coelacanth chromosome/scaffold end (bp)
## 890 Query protein or transcript ID
## 891 Last common ancestor with Coelacanth
## 892 Coelacanth homology type
## 893 %id. target Coelacanth gene identical to query gene
## 894 %id. query gene identical to target Coelacanth gene
## 895 Coelacanth Gene-order conservation score
## 896 Coelacanth Whole-genome alignment coverage
## 897 Coelacanth orthology confidence [0 low, 1 high]
## 898 Coho salmon gene stable ID
## 899 Coho salmon gene name
## 900 Coho salmon protein or transcript stable ID
## 901 Coho salmon chromosome/scaffold name
## 902 Coho salmon chromosome/scaffold start (bp)
## 903 Coho salmon chromosome/scaffold end (bp)
## 904 Query protein or transcript ID
## 905 Last common ancestor with Coho salmon
## 906 Coho salmon homology type
## 907 %id. target Coho salmon gene identical to query gene
## 908 %id. query gene identical to target Coho salmon gene
## 909 Coho salmon Gene-order conservation score
## 910 Coho salmon Whole-genome alignment coverage
## 911 Coho salmon orthology confidence [0 low, 1 high]
## 912 Collared flycatcher gene stable ID
## 913 Collared flycatcher gene name
## 914 Collared flycatcher protein or transcript stable ID
## 915 Collared flycatcher chromosome/scaffold name
## 916 Collared flycatcher chromosome/scaffold start (bp)
## 917 Collared flycatcher chromosome/scaffold end (bp)
## 918 Query protein or transcript ID
## 919 Last common ancestor with Collared flycatcher
## 920 Collared flycatcher homology type
## 921 %id. target Collared flycatcher gene identical to query gene
## 922 %id. query gene identical to target Collared flycatcher gene
## 923 Collared flycatcher Gene-order conservation score
## 924 Collared flycatcher orthology confidence [0 low, 1 high]
## 925 Common canary gene stable ID
## 926 Common canary gene name
## 927 Common canary protein or transcript stable ID
## 928 Common canary chromosome/scaffold name
## 929 Common canary chromosome/scaffold start (bp)
## 930 Common canary chromosome/scaffold end (bp)
## 931 Query protein or transcript ID
## 932 Last common ancestor with Common canary
## 933 Common canary homology type
## 934 %id. target Common canary gene identical to query gene
## 935 %id. query gene identical to target Common canary gene
## 936 Common canary Gene-order conservation score
## 937 Common canary Whole-genome alignment coverage
## 938 Common canary orthology confidence [0 low, 1 high]
## 939 Common carp gene stable ID
## 940 Common carp gene name
## 941 Common carp protein or transcript stable ID
## 942 Common carp chromosome/scaffold name
## 943 Common carp chromosome/scaffold start (bp)
## 944 Common carp chromosome/scaffold end (bp)
## 945 Query protein or transcript ID
## 946 Last common ancestor with Common carp
## 947 Common carp homology type
## 948 %id. target Common carp gene identical to query gene
## 949 %id. query gene identical to target Common carp gene
## 950 Common carp Gene-order conservation score
## 951 Common carp orthology confidence [0 low, 1 high]
## 952 Common wall lizard gene stable ID
## 953 Common wall lizard gene name
## 954 Common wall lizard protein or transcript stable ID
## 955 Common wall lizard chromosome/scaffold name
## 956 Common wall lizard chromosome/scaffold start (bp)
## 957 Common wall lizard chromosome/scaffold end (bp)
## 958 Query protein or transcript ID
## 959 Last common ancestor with Common wall lizard
## 960 Common wall lizard homology type
## 961 %id. target Common wall lizard gene identical to query gene
## 962 %id. query gene identical to target Common wall lizard gene
## 963 Common wall lizard Gene-order conservation score
## 964 Common wall lizard Whole-genome alignment coverage
## 965 Common wall lizard orthology confidence [0 low, 1 high]
## 966 Common wombat gene stable ID
## 967 Common wombat gene name
## 968 Common wombat protein or transcript stable ID
## 969 Common wombat chromosome/scaffold name
## 970 Common wombat chromosome/scaffold start (bp)
## 971 Common wombat chromosome/scaffold end (bp)
## 972 Query protein or transcript ID
## 973 Last common ancestor with Common wombat
## 974 Common wombat homology type
## 975 %id. target Common wombat gene identical to query gene
## 976 %id. query gene identical to target Common wombat gene
## 977 Common wombat Gene-order conservation score
## 978 Common wombat Whole-genome alignment coverage
## 979 Common wombat orthology confidence [0 low, 1 high]
## 980 Coquerel's sifaka gene stable ID
## 981 Coquerel's sifaka gene name
## 982 Coquerel's sifaka protein or transcript stable ID
## 983 Coquerel's sifaka chromosome/scaffold name
## 984 Coquerel's sifaka chromosome/scaffold start (bp)
## 985 Coquerel's sifaka chromosome/scaffold end (bp)
## 986 Query protein or transcript ID
## 987 Last common ancestor with Coquerel's sifaka
## 988 Coquerel's sifaka homology type
## 989 %id. target Coquerel's sifaka gene identical to query gene
## 990 %id. query gene identical to target Coquerel's sifaka gene
## 991 Coquerel's sifaka Gene-order conservation score
## 992 Coquerel's sifaka Whole-genome alignment coverage
## 993 Coquerel's sifaka orthology confidence [0 low, 1 high]
## 994 Cow gene stable ID
## 995 Cow gene name
## 996 Cow protein or transcript stable ID
## 997 Cow chromosome/scaffold name
## 998 Cow chromosome/scaffold start (bp)
## 999 Cow chromosome/scaffold end (bp)
## 1000 Query protein or transcript ID
## 1001 Last common ancestor with Cow
## 1002 Cow homology type
## 1003 %id. target Cow gene identical to query gene
## 1004 %id. query gene identical to target Cow gene
## 1005 Cow Gene-order conservation score
## 1006 Cow Whole-genome alignment coverage
## 1007 Cow orthology confidence [0 low, 1 high]
## 1008 Crab-eating macaque gene stable ID
## 1009 Crab-eating macaque gene name
## 1010 Crab-eating macaque protein or transcript stable ID
## 1011 Crab-eating macaque chromosome/scaffold name
## 1012 Crab-eating macaque chromosome/scaffold start (bp)
## 1013 Crab-eating macaque chromosome/scaffold end (bp)
## 1014 Query protein or transcript ID
## 1015 Last common ancestor with Crab-eating macaque
## 1016 Crab-eating macaque homology type
## 1017 %id. target Crab-eating macaque gene identical to query gene
## 1018 %id. query gene identical to target Crab-eating macaque gene
## 1019 Crab-eating macaque Gene-order conservation score
## 1020 Crab-eating macaque Whole-genome alignment coverage
## 1021 Crab-eating macaque orthology confidence [0 low, 1 high]
## 1022 Degu gene stable ID
## 1023 Degu gene name
## 1024 Degu protein or transcript stable ID
## 1025 Degu chromosome/scaffold name
## 1026 Degu chromosome/scaffold start (bp)
## 1027 Degu chromosome/scaffold end (bp)
## 1028 Query protein or transcript ID
## 1029 Last common ancestor with Degu
## 1030 Degu homology type
## 1031 %id. target Degu gene identical to query gene
## 1032 %id. query gene identical to target Degu gene
## 1033 Degu Gene-order conservation score
## 1034 Degu Whole-genome alignment coverage
## 1035 Degu orthology confidence [0 low, 1 high]
## 1036 Denticle herring gene stable ID
## 1037 Denticle herring gene name
## 1038 Denticle herring protein or transcript stable ID
## 1039 Denticle herring chromosome/scaffold name
## 1040 Denticle herring chromosome/scaffold start (bp)
## 1041 Denticle herring chromosome/scaffold end (bp)
## 1042 Query protein or transcript ID
## 1043 Last common ancestor with Denticle herring
## 1044 Denticle herring homology type
## 1045 %id. target Denticle herring gene identical to query gene
## 1046 %id. query gene identical to target Denticle herring gene
## 1047 Denticle herring Gene-order conservation score
## 1048 Denticle herring Whole-genome alignment coverage
## 1049 Denticle herring orthology confidence [0 low, 1 high]
## 1050 Dingo gene stable ID
## 1051 Dingo gene name
## 1052 Dingo protein or transcript stable ID
## 1053 Dingo chromosome/scaffold name
## 1054 Dingo chromosome/scaffold start (bp)
## 1055 Dingo chromosome/scaffold end (bp)
## 1056 Query protein or transcript ID
## 1057 Last common ancestor with Dingo
## 1058 Dingo homology type
## 1059 %id. target Dingo gene identical to query gene
## 1060 %id. query gene identical to target Dingo gene
## 1061 Dingo Gene-order conservation score
## 1062 Dingo Whole-genome alignment coverage
## 1063 Dingo orthology confidence [0 low, 1 high]
## 1064 Dog gene stable ID
## 1065 Dog gene name
## 1066 Dog protein or transcript stable ID
## 1067 Dog chromosome/scaffold name
## 1068 Dog chromosome/scaffold start (bp)
## 1069 Dog chromosome/scaffold end (bp)
## 1070 Query protein or transcript ID
## 1071 Last common ancestor with Dog
## 1072 Dog homology type
## 1073 %id. target Dog gene identical to query gene
## 1074 %id. query gene identical to target Dog gene
## 1075 Dog Gene-order conservation score
## 1076 Dog Whole-genome alignment coverage
## 1077 Dog orthology confidence [0 low, 1 high]
## 1078 Dolphin gene stable ID
## 1079 Dolphin gene name
## 1080 Dolphin protein or transcript stable ID
## 1081 Dolphin chromosome/scaffold name
## 1082 Dolphin chromosome/scaffold start (bp)
## 1083 Dolphin chromosome/scaffold end (bp)
## 1084 Query protein or transcript ID
## 1085 Last common ancestor with Dolphin
## 1086 Dolphin homology type
## 1087 %id. target Dolphin gene identical to query gene
## 1088 %id. query gene identical to target Dolphin gene
## 1089 Dolphin Gene-order conservation score
## 1090 Dolphin Whole-genome alignment coverage
## 1091 Dolphin orthology confidence [0 low, 1 high]
## 1092 Domestic yak gene stable ID
## 1093 Domestic yak gene name
## 1094 Domestic yak protein or transcript stable ID
## 1095 Domestic yak chromosome/scaffold name
## 1096 Domestic yak chromosome/scaffold start (bp)
## 1097 Domestic yak chromosome/scaffold end (bp)
## 1098 Query protein or transcript ID
## 1099 Last common ancestor with Domestic yak
## 1100 Domestic yak homology type
## 1101 %id. target Domestic yak gene identical to query gene
## 1102 %id. query gene identical to target Domestic yak gene
## 1103 Domestic yak Gene-order conservation score
## 1104 Domestic yak Whole-genome alignment coverage
## 1105 Domestic yak orthology confidence [0 low, 1 high]
## 1106 Donkey gene stable ID
## 1107 Donkey gene name
## 1108 Donkey protein or transcript stable ID
## 1109 Donkey chromosome/scaffold name
## 1110 Donkey chromosome/scaffold start (bp)
## 1111 Donkey chromosome/scaffold end (bp)
## 1112 Query protein or transcript ID
## 1113 Last common ancestor with Donkey
## 1114 Donkey homology type
## 1115 %id. target Donkey gene identical to query gene
## 1116 %id. query gene identical to target Donkey gene
## 1117 Donkey Gene-order conservation score
## 1118 Donkey orthology confidence [0 low, 1 high]
## 1119 Drill gene stable ID
## 1120 Drill gene name
## 1121 Drill protein or transcript stable ID
## 1122 Drill chromosome/scaffold name
## 1123 Drill chromosome/scaffold start (bp)
## 1124 Drill chromosome/scaffold end (bp)
## 1125 Query protein or transcript ID
## 1126 Last common ancestor with Drill
## 1127 Drill homology type
## 1128 %id. target Drill gene identical to query gene
## 1129 %id. query gene identical to target Drill gene
## 1130 Drill Gene-order conservation score
## 1131 Drill Whole-genome alignment coverage
## 1132 Drill orthology confidence [0 low, 1 high]
## 1133 Drosophila melanogaster gene stable ID
## 1134 Drosophila melanogaster gene name
## 1135 Drosophila melanogaster protein or transcript stable ID
## 1136 Drosophila melanogaster chromosome/scaffold name
## 1137 Drosophila melanogaster chromosome/scaffold start (bp)
## 1138 Drosophila melanogaster chromosome/scaffold end (bp)
## 1139 Query protein or transcript ID
## 1140 Last common ancestor with Drosophila melanogaster
## 1141 Drosophila melanogaster homology type
## 1142 %id. target Drosophila melanogaster gene identical to query gene
## 1143 %id. query gene identical to target Drosophila melanogaster gene
## 1144 Drosophila melanogaster orthology confidence [0 low, 1 high]
## 1145 Duck gene stable ID
## 1146 Duck gene name
## 1147 Duck protein or transcript stable ID
## 1148 Duck chromosome/scaffold name
## 1149 Duck chromosome/scaffold start (bp)
## 1150 Duck chromosome/scaffold end (bp)
## 1151 Query protein or transcript ID
## 1152 Last common ancestor with Duck
## 1153 Duck homology type
## 1154 %id. target Duck gene identical to query gene
## 1155 %id. query gene identical to target Duck gene
## 1156 Duck Gene-order conservation score
## 1157 Duck Whole-genome alignment coverage
## 1158 Duck orthology confidence [0 low, 1 high]
## 1159 Eastern brown snake gene stable ID
## 1160 Eastern brown snake gene name
## 1161 Eastern brown snake protein or transcript stable ID
## 1162 Eastern brown snake chromosome/scaffold name
## 1163 Eastern brown snake chromosome/scaffold start (bp)
## 1164 Eastern brown snake chromosome/scaffold end (bp)
## 1165 Query protein or transcript ID
## 1166 Last common ancestor with Eastern brown snake
## 1167 Eastern brown snake homology type
## 1168 %id. target Eastern brown snake gene identical to query gene
## 1169 %id. query gene identical to target Eastern brown snake gene
## 1170 Eastern brown snake Gene-order conservation score
## 1171 Eastern brown snake Whole-genome alignment coverage
## 1172 Eastern brown snake orthology confidence [0 low, 1 high]
## 1173 Eastern happy gene stable ID
## 1174 Eastern happy gene name
## 1175 Eastern happy protein or transcript stable ID
## 1176 Eastern happy chromosome/scaffold name
## 1177 Eastern happy chromosome/scaffold start (bp)
## 1178 Eastern happy chromosome/scaffold end (bp)
## 1179 Query protein or transcript ID
## 1180 Last common ancestor with Eastern happy
## 1181 Eastern happy homology type
## 1182 %id. target Eastern happy gene identical to query gene
## 1183 %id. query gene identical to target Eastern happy gene
## 1184 Eastern happy Gene-order conservation score
## 1185 Eastern happy Whole-genome alignment coverage
## 1186 Eastern happy orthology confidence [0 low, 1 high]
## 1187 Electric eel gene stable ID
## 1188 Electric eel gene name
## 1189 Electric eel protein or transcript stable ID
## 1190 Electric eel chromosome/scaffold name
## 1191 Electric eel chromosome/scaffold start (bp)
## 1192 Electric eel chromosome/scaffold end (bp)
## 1193 Query protein or transcript ID
## 1194 Last common ancestor with Electric eel
## 1195 Electric eel homology type
## 1196 %id. target Electric eel gene identical to query gene
## 1197 %id. query gene identical to target Electric eel gene
## 1198 Electric eel Gene-order conservation score
## 1199 Electric eel Whole-genome alignment coverage
## 1200 Electric eel orthology confidence [0 low, 1 high]
## 1201 Elephant gene stable ID
## 1202 Elephant gene name
## 1203 Elephant protein or transcript stable ID
## 1204 Elephant chromosome/scaffold name
## 1205 Elephant chromosome/scaffold start (bp)
## 1206 Elephant chromosome/scaffold end (bp)
## 1207 Query protein or transcript ID
## 1208 Last common ancestor with Elephant
## 1209 Elephant homology type
## 1210 %id. target Elephant gene identical to query gene
## 1211 %id. query gene identical to target Elephant gene
## 1212 Elephant Gene-order conservation score
## 1213 Elephant Whole-genome alignment coverage
## 1214 Elephant orthology confidence [0 low, 1 high]
## 1215 Elephant shark gene stable ID
## 1216 Elephant shark gene name
## 1217 Elephant shark protein or transcript stable ID
## 1218 Elephant shark chromosome/scaffold name
## 1219 Elephant shark chromosome/scaffold start (bp)
## 1220 Elephant shark chromosome/scaffold end (bp)
## 1221 Query protein or transcript ID
## 1222 Last common ancestor with Elephant shark
## 1223 Elephant shark homology type
## 1224 %id. target Elephant shark gene identical to query gene
## 1225 %id. query gene identical to target Elephant shark gene
## 1226 Elephant shark Whole-genome alignment coverage
## 1227 Elephant shark orthology confidence [0 low, 1 high]
## 1228 Eurasian red squirrel gene stable ID
## 1229 Eurasian red squirrel gene name
## 1230 Eurasian red squirrel protein or transcript stable ID
## 1231 Eurasian red squirrel chromosome/scaffold name
## 1232 Eurasian red squirrel chromosome/scaffold start (bp)
## 1233 Eurasian red squirrel chromosome/scaffold end (bp)
## 1234 Query protein or transcript ID
## 1235 Last common ancestor with Eurasian red squirrel
## 1236 Eurasian red squirrel homology type
## 1237 %id. target Eurasian red squirrel gene identical to query gene
## 1238 %id. query gene identical to target Eurasian red squirrel gene
## 1239 Eurasian red squirrel Gene-order conservation score
## 1240 Eurasian red squirrel Whole-genome alignment coverage
## 1241 Eurasian red squirrel orthology confidence [0 low, 1 high]
## 1242 European seabass gene stable ID
## 1243 European seabass gene name
## 1244 European seabass protein or transcript stable ID
## 1245 European seabass chromosome/scaffold name
## 1246 European seabass chromosome/scaffold start (bp)
## 1247 European seabass chromosome/scaffold end (bp)
## 1248 Query protein or transcript ID
## 1249 Last common ancestor with European seabass
## 1250 European seabass homology type
## 1251 %id. target European seabass gene identical to query gene
## 1252 %id. query gene identical to target European seabass gene
## 1253 European seabass Gene-order conservation score
## 1254 European seabass orthology confidence [0 low, 1 high]
## 1255 Ferret gene stable ID
## 1256 Ferret gene name
## 1257 Ferret protein or transcript stable ID
## 1258 Ferret chromosome/scaffold name
## 1259 Ferret chromosome/scaffold start (bp)
## 1260 Ferret chromosome/scaffold end (bp)
## 1261 Query protein or transcript ID
## 1262 Last common ancestor with Ferret
## 1263 Ferret homology type
## 1264 %id. target Ferret gene identical to query gene
## 1265 %id. query gene identical to target Ferret gene
## 1266 Ferret Gene-order conservation score
## 1267 Ferret Whole-genome alignment coverage
## 1268 Ferret orthology confidence [0 low, 1 high]
## 1269 Fugu gene stable ID
## 1270 Fugu gene name
## 1271 Fugu protein or transcript stable ID
## 1272 Fugu chromosome/scaffold name
## 1273 Fugu chromosome/scaffold start (bp)
## 1274 Fugu chromosome/scaffold end (bp)
## 1275 Query protein or transcript ID
## 1276 Last common ancestor with Fugu
## 1277 Fugu homology type
## 1278 %id. target Fugu gene identical to query gene
## 1279 %id. query gene identical to target Fugu gene
## 1280 Fugu Gene-order conservation score
## 1281 Fugu Whole-genome alignment coverage
## 1282 Fugu orthology confidence [0 low, 1 high]
## 1283 Giant panda gene stable ID
## 1284 Giant panda gene name
## 1285 Giant panda protein or transcript stable ID
## 1286 Giant panda chromosome/scaffold name
## 1287 Giant panda chromosome/scaffold start (bp)
## 1288 Giant panda chromosome/scaffold end (bp)
## 1289 Query protein or transcript ID
## 1290 Last common ancestor with Giant panda
## 1291 Giant panda homology type
## 1292 %id. target Giant panda gene identical to query gene
## 1293 %id. query gene identical to target Giant panda gene
## 1294 Giant panda Gene-order conservation score
## 1295 Giant panda orthology confidence [0 low, 1 high]
## 1296 Gibbon gene stable ID
## 1297 Gibbon gene name
## 1298 Gibbon protein or transcript stable ID
## 1299 Gibbon chromosome/scaffold name
## 1300 Gibbon chromosome/scaffold start (bp)
## 1301 Gibbon chromosome/scaffold end (bp)
## 1302 Query protein or transcript ID
## 1303 Last common ancestor with Gibbon
## 1304 Gibbon homology type
## 1305 %id. target Gibbon gene identical to query gene
## 1306 %id. query gene identical to target Gibbon gene
## 1307 Gibbon Gene-order conservation score
## 1308 Gibbon Whole-genome alignment coverage
## 1309 Gibbon orthology confidence [0 low, 1 high]
## 1310 Gilthead seabream gene stable ID
## 1311 Gilthead seabream gene name
## 1312 Gilthead seabream protein or transcript stable ID
## 1313 Gilthead seabream chromosome/scaffold name
## 1314 Gilthead seabream chromosome/scaffold start (bp)
## 1315 Gilthead seabream chromosome/scaffold end (bp)
## 1316 Query protein or transcript ID
## 1317 Last common ancestor with Gilthead seabream
## 1318 Gilthead seabream homology type
## 1319 %id. target Gilthead seabream gene identical to query gene
## 1320 %id. query gene identical to target Gilthead seabream gene
## 1321 Gilthead seabream Gene-order conservation score
## 1322 Gilthead seabream Whole-genome alignment coverage
## 1323 Gilthead seabream orthology confidence [0 low, 1 high]
## 1324 Goat gene stable ID
## 1325 Goat gene name
## 1326 Goat protein or transcript stable ID
## 1327 Goat chromosome/scaffold name
## 1328 Goat chromosome/scaffold start (bp)
## 1329 Goat chromosome/scaffold end (bp)
## 1330 Query protein or transcript ID
## 1331 Last common ancestor with Goat
## 1332 Goat homology type
## 1333 %id. target Goat gene identical to query gene
## 1334 %id. query gene identical to target Goat gene
## 1335 Goat Gene-order conservation score
## 1336 Goat Whole-genome alignment coverage
## 1337 Goat orthology confidence [0 low, 1 high]
## 1338 Golden Hamster gene stable ID
## 1339 Golden Hamster gene name
## 1340 Golden Hamster protein or transcript stable ID
## 1341 Golden Hamster chromosome/scaffold name
## 1342 Golden Hamster chromosome/scaffold start (bp)
## 1343 Golden Hamster chromosome/scaffold end (bp)
## 1344 Query protein or transcript ID
## 1345 Last common ancestor with Golden Hamster
## 1346 Golden Hamster homology type
## 1347 %id. target Golden Hamster gene identical to query gene
## 1348 %id. query gene identical to target Golden Hamster gene
## 1349 Golden Hamster Gene-order conservation score
## 1350 Golden Hamster Whole-genome alignment coverage
## 1351 Golden Hamster orthology confidence [0 low, 1 high]
## 1352 Golden eagle gene stable ID
## 1353 Golden eagle gene name
## 1354 Golden eagle protein or transcript stable ID
## 1355 Golden eagle chromosome/scaffold name
## 1356 Golden eagle chromosome/scaffold start (bp)
## 1357 Golden eagle chromosome/scaffold end (bp)
## 1358 Query protein or transcript ID
## 1359 Last common ancestor with Golden eagle
## 1360 Golden eagle homology type
## 1361 %id. target Golden eagle gene identical to query gene
## 1362 %id. query gene identical to target Golden eagle gene
## 1363 Golden eagle Gene-order conservation score
## 1364 Golden eagle Whole-genome alignment coverage
## 1365 Golden eagle orthology confidence [0 low, 1 high]
## 1366 Golden snub-nosed monkey gene stable ID
## 1367 Golden snub-nosed monkey gene name
## 1368 Golden snub-nosed monkey protein or transcript stable ID
## 1369 Golden snub-nosed monkey chromosome/scaffold name
## 1370 Golden snub-nosed monkey chromosome/scaffold start (bp)
## 1371 Golden snub-nosed monkey chromosome/scaffold end (bp)
## 1372 Query protein or transcript ID
## 1373 Last common ancestor with Golden snub-nosed monkey
## 1374 Golden snub-nosed monkey homology type
## 1375 %id. target Golden snub-nosed monkey gene identical to query gene
## 1376 %id. query gene identical to target Golden snub-nosed monkey gene
## 1377 Golden snub-nosed monkey Gene-order conservation score
## 1378 Golden snub-nosed monkey Whole-genome alignment coverage
## 1379 Golden snub-nosed monkey orthology confidence [0 low, 1 high]
## 1380 Golden-line barbel gene stable ID
## 1381 Golden-line barbel gene name
## 1382 Golden-line barbel protein or transcript stable ID
## 1383 Golden-line barbel chromosome/scaffold name
## 1384 Golden-line barbel chromosome/scaffold start (bp)
## 1385 Golden-line barbel chromosome/scaffold end (bp)
## 1386 Query protein or transcript ID
## 1387 Last common ancestor with Golden-line barbel
## 1388 Golden-line barbel homology type
## 1389 %id. target Golden-line barbel gene identical to query gene
## 1390 %id. query gene identical to target Golden-line barbel gene
## 1391 Golden-line barbel Gene-order conservation score
## 1392 Golden-line barbel Whole-genome alignment coverage
## 1393 Golden-line barbel orthology confidence [0 low, 1 high]
## 1394 Goldfish gene stable ID
## 1395 Goldfish gene name
## 1396 Goldfish protein or transcript stable ID
## 1397 Goldfish chromosome/scaffold name
## 1398 Goldfish chromosome/scaffold start (bp)
## 1399 Goldfish chromosome/scaffold end (bp)
## 1400 Query protein or transcript ID
## 1401 Last common ancestor with Goldfish
## 1402 Goldfish homology type
## 1403 %id. target Goldfish gene identical to query gene
## 1404 %id. query gene identical to target Goldfish gene
## 1405 Goldfish Gene-order conservation score
## 1406 Goldfish Whole-genome alignment coverage
## 1407 Goldfish orthology confidence [0 low, 1 high]
## 1408 Goodes thornscrub tortoise gene stable ID
## 1409 Goodes thornscrub tortoise gene name
## 1410 Goodes thornscrub tortoise protein or transcript stable ID
## 1411 Goodes thornscrub tortoise chromosome/scaffold name
## 1412 Goodes thornscrub tortoise chromosome/scaffold start (bp)
## 1413 Goodes thornscrub tortoise chromosome/scaffold end (bp)
## 1414 Query protein or transcript ID
## 1415 Last common ancestor with Goodes thornscrub tortoise
## 1416 Goodes thornscrub tortoise homology type
## 1417 %id. target Goodes thornscrub tortoise gene identical to query gene
## 1418 %id. query gene identical to target Goodes thornscrub tortoise gene
## 1419 Goodes thornscrub tortoise Gene-order conservation score
## 1420 Goodes thornscrub tortoise Whole-genome alignment coverage
## 1421 Goodes thornscrub tortoise orthology confidence [0 low, 1 high]
## 1422 Gorilla gene stable ID
## 1423 Gorilla gene name
## 1424 Gorilla protein or transcript stable ID
## 1425 Gorilla chromosome/scaffold name
## 1426 Gorilla chromosome/scaffold start (bp)
## 1427 Gorilla chromosome/scaffold end (bp)
## 1428 Query protein or transcript ID
## 1429 Last common ancestor with Gorilla
## 1430 Gorilla homology type
## 1431 %id. target Gorilla gene identical to query gene
## 1432 %id. query gene identical to target Gorilla gene
## 1433 Gorilla Gene-order conservation score
## 1434 Gorilla Whole-genome alignment coverage
## 1435 Gorilla orthology confidence [0 low, 1 high]
## 1436 Great Tit gene stable ID
## 1437 Great Tit gene name
## 1438 Great Tit protein or transcript stable ID
## 1439 Great Tit chromosome/scaffold name
## 1440 Great Tit chromosome/scaffold start (bp)
## 1441 Great Tit chromosome/scaffold end (bp)
## 1442 Query protein or transcript ID
## 1443 Last common ancestor with Great Tit
## 1444 Great Tit homology type
## 1445 %id. target Great Tit gene identical to query gene
## 1446 %id. query gene identical to target Great Tit gene
## 1447 Great Tit Gene-order conservation score
## 1448 Great Tit Whole-genome alignment coverage
## 1449 Great Tit orthology confidence [0 low, 1 high]
## 1450 Greater amberjack gene stable ID
## 1451 Greater amberjack gene name
## 1452 Greater amberjack protein or transcript stable ID
## 1453 Greater amberjack chromosome/scaffold name
## 1454 Greater amberjack chromosome/scaffold start (bp)
## 1455 Greater amberjack chromosome/scaffold end (bp)
## 1456 Query protein or transcript ID
## 1457 Last common ancestor with Greater amberjack
## 1458 Greater amberjack homology type
## 1459 %id. target Greater amberjack gene identical to query gene
## 1460 %id. query gene identical to target Greater amberjack gene
## 1461 Greater amberjack Gene-order conservation score
## 1462 Greater amberjack Whole-genome alignment coverage
## 1463 Greater amberjack orthology confidence [0 low, 1 high]
## 1464 Greater bamboo lemur gene stable ID
## 1465 Greater bamboo lemur gene name
## 1466 Greater bamboo lemur protein or transcript stable ID
## 1467 Greater bamboo lemur chromosome/scaffold name
## 1468 Greater bamboo lemur chromosome/scaffold start (bp)
## 1469 Greater bamboo lemur chromosome/scaffold end (bp)
## 1470 Query protein or transcript ID
## 1471 Last common ancestor with Greater bamboo lemur
## 1472 Greater bamboo lemur homology type
## 1473 %id. target Greater bamboo lemur gene identical to query gene
## 1474 %id. query gene identical to target Greater bamboo lemur gene
## 1475 Greater bamboo lemur Gene-order conservation score
## 1476 Greater bamboo lemur Whole-genome alignment coverage
## 1477 Greater bamboo lemur orthology confidence [0 low, 1 high]
## 1478 Greater horseshoe bat gene stable ID
## 1479 Greater horseshoe bat gene name
## 1480 Greater horseshoe bat protein or transcript stable ID
## 1481 Greater horseshoe bat chromosome/scaffold name
## 1482 Greater horseshoe bat chromosome/scaffold start (bp)
## 1483 Greater horseshoe bat chromosome/scaffold end (bp)
## 1484 Query protein or transcript ID
## 1485 Last common ancestor with Greater horseshoe bat
## 1486 Greater horseshoe bat homology type
## 1487 %id. target Greater horseshoe bat gene identical to query gene
## 1488 %id. query gene identical to target Greater horseshoe bat gene
## 1489 Greater horseshoe bat Gene-order conservation score
## 1490 Greater horseshoe bat Whole-genome alignment coverage
## 1491 Greater horseshoe bat orthology confidence [0 low, 1 high]
## 1492 Green anole gene stable ID
## 1493 Green anole gene name
## 1494 Green anole protein or transcript stable ID
## 1495 Green anole chromosome/scaffold name
## 1496 Green anole chromosome/scaffold start (bp)
## 1497 Green anole chromosome/scaffold end (bp)
## 1498 Query protein or transcript ID
## 1499 Last common ancestor with Green anole
## 1500 Green anole homology type
## 1501 %id. target Green anole gene identical to query gene
## 1502 %id. query gene identical to target Green anole gene
## 1503 Green anole Gene-order conservation score
## 1504 Green anole orthology confidence [0 low, 1 high]
## 1505 Guinea Pig gene stable ID
## 1506 Guinea Pig gene name
## 1507 Guinea Pig protein or transcript stable ID
## 1508 Guinea Pig chromosome/scaffold name
## 1509 Guinea Pig chromosome/scaffold start (bp)
## 1510 Guinea Pig chromosome/scaffold end (bp)
## 1511 Query protein or transcript ID
## 1512 Last common ancestor with Guinea Pig
## 1513 Guinea Pig homology type
## 1514 %id. target Guinea Pig gene identical to query gene
## 1515 %id. query gene identical to target Guinea Pig gene
## 1516 Guinea Pig Gene-order conservation score
## 1517 Guinea Pig Whole-genome alignment coverage
## 1518 Guinea Pig orthology confidence [0 low, 1 high]
## 1519 Guppy gene stable ID
## 1520 Guppy gene name
## 1521 Guppy protein or transcript stable ID
## 1522 Guppy chromosome/scaffold name
## 1523 Guppy chromosome/scaffold start (bp)
## 1524 Guppy chromosome/scaffold end (bp)
## 1525 Query protein or transcript ID
## 1526 Last common ancestor with Guppy
## 1527 Guppy homology type
## 1528 %id. target Guppy gene identical to query gene
## 1529 %id. query gene identical to target Guppy gene
## 1530 Guppy Gene-order conservation score
## 1531 Guppy Whole-genome alignment coverage
## 1532 Guppy orthology confidence [0 low, 1 high]
## 1533 Hagfish gene stable ID
## 1534 Hagfish gene name
## 1535 Hagfish protein or transcript stable ID
## 1536 Hagfish chromosome/scaffold name
## 1537 Hagfish chromosome/scaffold start (bp)
## 1538 Hagfish chromosome/scaffold end (bp)
## 1539 Query protein or transcript ID
## 1540 Last common ancestor with Hagfish
## 1541 Hagfish homology type
## 1542 %id. target Hagfish gene identical to query gene
## 1543 %id. query gene identical to target Hagfish gene
## 1544 Hagfish Whole-genome alignment coverage
## 1545 Hagfish orthology confidence [0 low, 1 high]
## 1546 Hedgehog gene stable ID
## 1547 Hedgehog gene name
## 1548 Hedgehog protein or transcript stable ID
## 1549 Hedgehog chromosome/scaffold name
## 1550 Hedgehog chromosome/scaffold start (bp)
## 1551 Hedgehog chromosome/scaffold end (bp)
## 1552 Query protein or transcript ID
## 1553 Last common ancestor with Hedgehog
## 1554 Hedgehog homology type
## 1555 %id. target Hedgehog gene identical to query gene
## 1556 %id. query gene identical to target Hedgehog gene
## 1557 Hedgehog Gene-order conservation score
## 1558 Hedgehog Whole-genome alignment coverage
## 1559 Hedgehog orthology confidence [0 low, 1 high]
## 1560 Horse gene stable ID
## 1561 Horse gene name
## 1562 Horse protein or transcript stable ID
## 1563 Horse chromosome/scaffold name
## 1564 Horse chromosome/scaffold start (bp)
## 1565 Horse chromosome/scaffold end (bp)
## 1566 Query protein or transcript ID
## 1567 Last common ancestor with Horse
## 1568 Horse homology type
## 1569 %id. target Horse gene identical to query gene
## 1570 %id. query gene identical to target Horse gene
## 1571 Horse Gene-order conservation score
## 1572 Horse Whole-genome alignment coverage
## 1573 Horse orthology confidence [0 low, 1 high]
## 1574 Huchen gene stable ID
## 1575 Huchen gene name
## 1576 Huchen protein or transcript stable ID
## 1577 Huchen chromosome/scaffold name
## 1578 Huchen chromosome/scaffold start (bp)
## 1579 Huchen chromosome/scaffold end (bp)
## 1580 Query protein or transcript ID
## 1581 Last common ancestor with Huchen
## 1582 Huchen homology type
## 1583 %id. target Huchen gene identical to query gene
## 1584 %id. query gene identical to target Huchen gene
## 1585 Huchen Gene-order conservation score
## 1586 Huchen Whole-genome alignment coverage
## 1587 Huchen orthology confidence [0 low, 1 high]
## 1588 Hybrid - Bos Indicus gene stable ID
## 1589 Hybrid - Bos Indicus gene name
## 1590 Hybrid - Bos Indicus protein or transcript stable ID
## 1591 Hybrid - Bos Indicus chromosome/scaffold name
## 1592 Hybrid - Bos Indicus chromosome/scaffold start (bp)
## 1593 Hybrid - Bos Indicus chromosome/scaffold end (bp)
## 1594 Query protein or transcript ID
## 1595 Last common ancestor with Hybrid - Bos Indicus
## 1596 Hybrid - Bos Indicus homology type
## 1597 %id. target Hybrid - Bos Indicus gene identical to query gene
## 1598 %id. query gene identical to target Hybrid - Bos Indicus gene
## 1599 Hybrid - Bos Indicus Gene-order conservation score
## 1600 Hybrid - Bos Indicus Whole-genome alignment coverage
## 1601 Hybrid - Bos Indicus orthology confidence [0 low, 1 high]
## 1602 Hyrax gene stable ID
## 1603 Hyrax gene name
## 1604 Hyrax protein or transcript stable ID
## 1605 Hyrax chromosome/scaffold name
## 1606 Hyrax chromosome/scaffold start (bp)
## 1607 Hyrax chromosome/scaffold end (bp)
## 1608 Query protein or transcript ID
## 1609 Last common ancestor with Hyrax
## 1610 Hyrax homology type
## 1611 %id. target Hyrax gene identical to query gene
## 1612 %id. query gene identical to target Hyrax gene
## 1613 Hyrax Gene-order conservation score
## 1614 Hyrax Whole-genome alignment coverage
## 1615 Hyrax orthology confidence [0 low, 1 high]
## 1616 Indian cobra gene stable ID
## 1617 Indian cobra gene name
## 1618 Indian cobra protein or transcript stable ID
## 1619 Indian cobra chromosome/scaffold name
## 1620 Indian cobra chromosome/scaffold start (bp)
## 1621 Indian cobra chromosome/scaffold end (bp)
## 1622 Query protein or transcript ID
## 1623 Last common ancestor with Indian cobra
## 1624 Indian cobra homology type
## 1625 %id. target Indian cobra gene identical to query gene
## 1626 %id. query gene identical to target Indian cobra gene
## 1627 Indian cobra Gene-order conservation score
## 1628 Indian cobra Whole-genome alignment coverage
## 1629 Indian cobra orthology confidence [0 low, 1 high]
## 1630 Indian medaka gene stable ID
## 1631 Indian medaka gene name
## 1632 Indian medaka protein or transcript stable ID
## 1633 Indian medaka chromosome/scaffold name
## 1634 Indian medaka chromosome/scaffold start (bp)
## 1635 Indian medaka chromosome/scaffold end (bp)
## 1636 Query protein or transcript ID
## 1637 Last common ancestor with Indian medaka
## 1638 Indian medaka homology type
## 1639 %id. target Indian medaka gene identical to query gene
## 1640 %id. query gene identical to target Indian medaka gene
## 1641 Indian medaka Gene-order conservation score
## 1642 Indian medaka Whole-genome alignment coverage
## 1643 Indian medaka orthology confidence [0 low, 1 high]
## 1644 Japanese medaka HdrR gene stable ID
## 1645 Japanese medaka HdrR gene name
## 1646 Japanese medaka HdrR protein or transcript stable ID
## 1647 Japanese medaka HdrR chromosome/scaffold name
## 1648 Japanese medaka HdrR chromosome/scaffold start (bp)
## 1649 Japanese medaka HdrR chromosome/scaffold end (bp)
## 1650 Query protein or transcript ID
## 1651 Last common ancestor with Japanese medaka HdrR
## 1652 Japanese medaka HdrR homology type
## 1653 %id. target Japanese medaka HdrR gene identical to query gene
## 1654 %id. query gene identical to target Japanese medaka HdrR gene
## 1655 Japanese medaka HdrR Gene-order conservation score
## 1656 Japanese medaka HdrR Whole-genome alignment coverage
## 1657 Japanese medaka HdrR orthology confidence [0 low, 1 high]
## 1658 Japanese quail gene stable ID
## 1659 Japanese quail gene name
## 1660 Japanese quail protein or transcript stable ID
## 1661 Japanese quail chromosome/scaffold name
## 1662 Japanese quail chromosome/scaffold start (bp)
## 1663 Japanese quail chromosome/scaffold end (bp)
## 1664 Query protein or transcript ID
## 1665 Last common ancestor with Japanese quail
## 1666 Japanese quail homology type
## 1667 %id. target Japanese quail gene identical to query gene
## 1668 %id. query gene identical to target Japanese quail gene
## 1669 Japanese quail Gene-order conservation score
## 1670 Japanese quail Whole-genome alignment coverage
## 1671 Japanese quail orthology confidence [0 low, 1 high]
## 1672 Javanese ricefish gene stable ID
## 1673 Javanese ricefish gene name
## 1674 Javanese ricefish protein or transcript stable ID
## 1675 Javanese ricefish chromosome/scaffold name
## 1676 Javanese ricefish chromosome/scaffold start (bp)
## 1677 Javanese ricefish chromosome/scaffold end (bp)
## 1678 Query protein or transcript ID
## 1679 Last common ancestor with Javanese ricefish
## 1680 Javanese ricefish homology type
## 1681 %id. target Javanese ricefish gene identical to query gene
## 1682 %id. query gene identical to target Javanese ricefish gene
## 1683 Javanese ricefish Gene-order conservation score
## 1684 Javanese ricefish Whole-genome alignment coverage
## 1685 Javanese ricefish orthology confidence [0 low, 1 high]
## 1686 Kakapo gene stable ID
## 1687 Kakapo gene name
## 1688 Kakapo protein or transcript stable ID
## 1689 Kakapo chromosome/scaffold name
## 1690 Kakapo chromosome/scaffold start (bp)
## 1691 Kakapo chromosome/scaffold end (bp)
## 1692 Query protein or transcript ID
## 1693 Last common ancestor with Kakapo
## 1694 Kakapo homology type
## 1695 %id. target Kakapo gene identical to query gene
## 1696 %id. query gene identical to target Kakapo gene
## 1697 Kakapo Gene-order conservation score
## 1698 Kakapo Whole-genome alignment coverage
## 1699 Kakapo orthology confidence [0 low, 1 high]
## 1700 Kangaroo rat gene stable ID
## 1701 Kangaroo rat gene name
## 1702 Kangaroo rat protein or transcript stable ID
## 1703 Kangaroo rat chromosome/scaffold name
## 1704 Kangaroo rat chromosome/scaffold start (bp)
## 1705 Kangaroo rat chromosome/scaffold end (bp)
## 1706 Query protein or transcript ID
## 1707 Last common ancestor with Kangaroo rat
## 1708 Kangaroo rat homology type
## 1709 %id. target Kangaroo rat gene identical to query gene
## 1710 %id. query gene identical to target Kangaroo rat gene
## 1711 Kangaroo rat Gene-order conservation score
## 1712 Kangaroo rat Whole-genome alignment coverage
## 1713 Kangaroo rat orthology confidence [0 low, 1 high]
## 1714 Koala gene stable ID
## 1715 Koala gene name
## 1716 Koala protein or transcript stable ID
## 1717 Koala chromosome/scaffold name
## 1718 Koala chromosome/scaffold start (bp)
## 1719 Koala chromosome/scaffold end (bp)
## 1720 Query protein or transcript ID
## 1721 Last common ancestor with Koala
## 1722 Koala homology type
## 1723 %id. target Koala gene identical to query gene
## 1724 %id. query gene identical to target Koala gene
## 1725 Koala Gene-order conservation score
## 1726 Koala Whole-genome alignment coverage
## 1727 Koala orthology confidence [0 low, 1 high]
## 1728 Lamprey gene stable ID
## 1729 Lamprey gene name
## 1730 Lamprey protein or transcript stable ID
## 1731 Lamprey chromosome/scaffold name
## 1732 Lamprey chromosome/scaffold start (bp)
## 1733 Lamprey chromosome/scaffold end (bp)
## 1734 Query protein or transcript ID
## 1735 Last common ancestor with Lamprey
## 1736 Lamprey homology type
## 1737 %id. target Lamprey gene identical to query gene
## 1738 %id. query gene identical to target Lamprey gene
## 1739 Lamprey Whole-genome alignment coverage
## 1740 Lamprey orthology confidence [0 low, 1 high]
## 1741 Large yellow croaker gene stable ID
## 1742 Large yellow croaker gene name
## 1743 Large yellow croaker protein or transcript stable ID
## 1744 Large yellow croaker chromosome/scaffold name
## 1745 Large yellow croaker chromosome/scaffold start (bp)
## 1746 Large yellow croaker chromosome/scaffold end (bp)
## 1747 Query protein or transcript ID
## 1748 Last common ancestor with Large yellow croaker
## 1749 Large yellow croaker homology type
## 1750 %id. target Large yellow croaker gene identical to query gene
## 1751 %id. query gene identical to target Large yellow croaker gene
## 1752 Large yellow croaker Gene-order conservation score
## 1753 Large yellow croaker Whole-genome alignment coverage
## 1754 Large yellow croaker orthology confidence [0 low, 1 high]
## 1755 Leishan spiny toad gene stable ID
## 1756 Leishan spiny toad gene name
## 1757 Leishan spiny toad protein or transcript stable ID
## 1758 Leishan spiny toad chromosome/scaffold name
## 1759 Leishan spiny toad chromosome/scaffold start (bp)
## 1760 Leishan spiny toad chromosome/scaffold end (bp)
## 1761 Query protein or transcript ID
## 1762 Last common ancestor with Leishan spiny toad
## 1763 Leishan spiny toad homology type
## 1764 %id. target Leishan spiny toad gene identical to query gene
## 1765 %id. query gene identical to target Leishan spiny toad gene
## 1766 Leishan spiny toad Gene-order conservation score
## 1767 Leishan spiny toad Whole-genome alignment coverage
## 1768 Leishan spiny toad orthology confidence [0 low, 1 high]
## 1769 Leopard gene stable ID
## 1770 Leopard gene name
## 1771 Leopard protein or transcript stable ID
## 1772 Leopard chromosome/scaffold name
## 1773 Leopard chromosome/scaffold start (bp)
## 1774 Leopard chromosome/scaffold end (bp)
## 1775 Query protein or transcript ID
## 1776 Last common ancestor with Leopard
## 1777 Leopard homology type
## 1778 %id. target Leopard gene identical to query gene
## 1779 %id. query gene identical to target Leopard gene
## 1780 Leopard Gene-order conservation score
## 1781 Leopard Whole-genome alignment coverage
## 1782 Leopard orthology confidence [0 low, 1 high]
## 1783 Lesser Egyptian jerboa gene stable ID
## 1784 Lesser Egyptian jerboa gene name
## 1785 Lesser Egyptian jerboa protein or transcript stable ID
## 1786 Lesser Egyptian jerboa chromosome/scaffold name
## 1787 Lesser Egyptian jerboa chromosome/scaffold start (bp)
## 1788 Lesser Egyptian jerboa chromosome/scaffold end (bp)
## 1789 Query protein or transcript ID
## 1790 Last common ancestor with Lesser Egyptian jerboa
## 1791 Lesser Egyptian jerboa homology type
## 1792 %id. target Lesser Egyptian jerboa gene identical to query gene
## 1793 %id. query gene identical to target Lesser Egyptian jerboa gene
## 1794 Lesser Egyptian jerboa Gene-order conservation score
## 1795 Lesser Egyptian jerboa Whole-genome alignment coverage
## 1796 Lesser Egyptian jerboa orthology confidence [0 low, 1 high]
## 1797 Lesser hedgehog tenrec gene stable ID
## 1798 Lesser hedgehog tenrec gene name
## 1799 Lesser hedgehog tenrec protein or transcript stable ID
## 1800 Lesser hedgehog tenrec chromosome/scaffold name
## 1801 Lesser hedgehog tenrec chromosome/scaffold start (bp)
## 1802 Lesser hedgehog tenrec chromosome/scaffold end (bp)
## 1803 Query protein or transcript ID
## 1804 Last common ancestor with Lesser hedgehog tenrec
## 1805 Lesser hedgehog tenrec homology type
## 1806 %id. target Lesser hedgehog tenrec gene identical to query gene
## 1807 %id. query gene identical to target Lesser hedgehog tenrec gene
## 1808 Lesser hedgehog tenrec Gene-order conservation score
## 1809 Lesser hedgehog tenrec Whole-genome alignment coverage
## 1810 Lesser hedgehog tenrec orthology confidence [0 low, 1 high]
## 1811 Lion gene stable ID
## 1812 Lion gene name
## 1813 Lion protein or transcript stable ID
## 1814 Lion chromosome/scaffold name
## 1815 Lion chromosome/scaffold start (bp)
## 1816 Lion chromosome/scaffold end (bp)
## 1817 Query protein or transcript ID
## 1818 Last common ancestor with Lion
## 1819 Lion homology type
## 1820 %id. target Lion gene identical to query gene
## 1821 %id. query gene identical to target Lion gene
## 1822 Lion Gene-order conservation score
## 1823 Lion Whole-genome alignment coverage
## 1824 Lion orthology confidence [0 low, 1 high]
## 1825 Long-tailed chinchilla gene stable ID
## 1826 Long-tailed chinchilla gene name
## 1827 Long-tailed chinchilla protein or transcript stable ID
## 1828 Long-tailed chinchilla chromosome/scaffold name
## 1829 Long-tailed chinchilla chromosome/scaffold start (bp)
## 1830 Long-tailed chinchilla chromosome/scaffold end (bp)
## 1831 Query protein or transcript ID
## 1832 Last common ancestor with Long-tailed chinchilla
## 1833 Long-tailed chinchilla homology type
## 1834 %id. target Long-tailed chinchilla gene identical to query gene
## 1835 %id. query gene identical to target Long-tailed chinchilla gene
## 1836 Long-tailed chinchilla Gene-order conservation score
## 1837 Long-tailed chinchilla Whole-genome alignment coverage
## 1838 Long-tailed chinchilla orthology confidence [0 low, 1 high]
## 1839 Lumpfish gene stable ID
## 1840 Lumpfish gene name
## 1841 Lumpfish protein or transcript stable ID
## 1842 Lumpfish chromosome/scaffold name
## 1843 Lumpfish chromosome/scaffold start (bp)
## 1844 Lumpfish chromosome/scaffold end (bp)
## 1845 Query protein or transcript ID
## 1846 Last common ancestor with Lumpfish
## 1847 Lumpfish homology type
## 1848 %id. target Lumpfish gene identical to query gene
## 1849 %id. query gene identical to target Lumpfish gene
## 1850 Lumpfish Gene-order conservation score
## 1851 Lumpfish Whole-genome alignment coverage
## 1852 Lumpfish orthology confidence [0 low, 1 high]
## 1853 Lyretail cichlid gene stable ID
## 1854 Lyretail cichlid gene name
## 1855 Lyretail cichlid protein or transcript stable ID
## 1856 Lyretail cichlid chromosome/scaffold name
## 1857 Lyretail cichlid chromosome/scaffold start (bp)
## 1858 Lyretail cichlid chromosome/scaffold end (bp)
## 1859 Query protein or transcript ID
## 1860 Last common ancestor with Lyretail cichlid
## 1861 Lyretail cichlid homology type
## 1862 %id. target Lyretail cichlid gene identical to query gene
## 1863 %id. query gene identical to target Lyretail cichlid gene
## 1864 Lyretail cichlid Gene-order conservation score
## 1865 Lyretail cichlid Whole-genome alignment coverage
## 1866 Lyretail cichlid orthology confidence [0 low, 1 high]
## 1867 Ma's night monkey gene stable ID
## 1868 Ma's night monkey gene name
## 1869 Ma's night monkey protein or transcript stable ID
## 1870 Ma's night monkey chromosome/scaffold name
## 1871 Ma's night monkey chromosome/scaffold start (bp)
## 1872 Ma's night monkey chromosome/scaffold end (bp)
## 1873 Query protein or transcript ID
## 1874 Last common ancestor with Ma's night monkey
## 1875 Ma's night monkey homology type
## 1876 %id. target Ma's night monkey gene identical to query gene
## 1877 %id. query gene identical to target Ma's night monkey gene
## 1878 Ma's night monkey Gene-order conservation score
## 1879 Ma's night monkey Whole-genome alignment coverage
## 1880 Ma's night monkey orthology confidence [0 low, 1 high]
## 1881 Macaque gene stable ID
## 1882 Macaque gene name
## 1883 Macaque protein or transcript stable ID
## 1884 Macaque chromosome/scaffold name
## 1885 Macaque chromosome/scaffold start (bp)
## 1886 Macaque chromosome/scaffold end (bp)
## 1887 Query protein or transcript ID
## 1888 Last common ancestor with Macaque
## 1889 Macaque homology type
## 1890 %id. target Macaque gene identical to query gene
## 1891 %id. query gene identical to target Macaque gene
## 1892 Macaque Gene-order conservation score
## 1893 Macaque Whole-genome alignment coverage
## 1894 Macaque orthology confidence [0 low, 1 high]
## 1895 Mainland tiger snake gene stable ID
## 1896 Mainland tiger snake gene name
## 1897 Mainland tiger snake protein or transcript stable ID
## 1898 Mainland tiger snake chromosome/scaffold name
## 1899 Mainland tiger snake chromosome/scaffold start (bp)
## 1900 Mainland tiger snake chromosome/scaffold end (bp)
## 1901 Query protein or transcript ID
## 1902 Last common ancestor with Mainland tiger snake
## 1903 Mainland tiger snake homology type
## 1904 %id. target Mainland tiger snake gene identical to query gene
## 1905 %id. query gene identical to target Mainland tiger snake gene
## 1906 Mainland tiger snake Gene-order conservation score
## 1907 Mainland tiger snake Whole-genome alignment coverage
## 1908 Mainland tiger snake orthology confidence [0 low, 1 high]
## 1909 Makobe Island cichlid gene stable ID
## 1910 Makobe Island cichlid gene name
## 1911 Makobe Island cichlid protein or transcript stable ID
## 1912 Makobe Island cichlid chromosome/scaffold name
## 1913 Makobe Island cichlid chromosome/scaffold start (bp)
## 1914 Makobe Island cichlid chromosome/scaffold end (bp)
## 1915 Query protein or transcript ID
## 1916 Last common ancestor with Makobe Island cichlid
## 1917 Makobe Island cichlid homology type
## 1918 %id. target Makobe Island cichlid gene identical to query gene
## 1919 %id. query gene identical to target Makobe Island cichlid gene
## 1920 Makobe Island cichlid Gene-order conservation score
## 1921 Makobe Island cichlid Whole-genome alignment coverage
## 1922 Makobe Island cichlid orthology confidence [0 low, 1 high]
## 1923 Mangrove rivulus gene stable ID
## 1924 Mangrove rivulus gene name
## 1925 Mangrove rivulus protein or transcript stable ID
## 1926 Mangrove rivulus chromosome/scaffold name
## 1927 Mangrove rivulus chromosome/scaffold start (bp)
## 1928 Mangrove rivulus chromosome/scaffold end (bp)
## 1929 Query protein or transcript ID
## 1930 Last common ancestor with Mangrove rivulus
## 1931 Mangrove rivulus homology type
## 1932 %id. target Mangrove rivulus gene identical to query gene
## 1933 %id. query gene identical to target Mangrove rivulus gene
## 1934 Mangrove rivulus Gene-order conservation score
## 1935 Mangrove rivulus Whole-genome alignment coverage
## 1936 Mangrove rivulus orthology confidence [0 low, 1 high]
## 1937 Medium ground-finch gene stable ID
## 1938 Medium ground-finch gene name
## 1939 Medium ground-finch protein or transcript stable ID
## 1940 Medium ground-finch chromosome/scaffold name
## 1941 Medium ground-finch chromosome/scaffold start (bp)
## 1942 Medium ground-finch chromosome/scaffold end (bp)
## 1943 Query protein or transcript ID
## 1944 Last common ancestor with Medium ground-finch
## 1945 Medium ground-finch homology type
## 1946 %id. target Medium ground-finch gene identical to query gene
## 1947 %id. query gene identical to target Medium ground-finch gene
## 1948 Medium ground-finch Gene-order conservation score
## 1949 Medium ground-finch Whole-genome alignment coverage
## 1950 Medium ground-finch orthology confidence [0 low, 1 high]
## 1951 Megabat gene stable ID
## 1952 Megabat gene name
## 1953 Megabat protein or transcript stable ID
## 1954 Megabat chromosome/scaffold name
## 1955 Megabat chromosome/scaffold start (bp)
## 1956 Megabat chromosome/scaffold end (bp)
## 1957 Query protein or transcript ID
## 1958 Last common ancestor with Megabat
## 1959 Megabat homology type
## 1960 %id. target Megabat gene identical to query gene
## 1961 %id. query gene identical to target Megabat gene
## 1962 Megabat Gene-order conservation score
## 1963 Megabat Whole-genome alignment coverage
## 1964 Megabat orthology confidence [0 low, 1 high]
## 1965 Mexican tetra gene stable ID
## 1966 Mexican tetra gene name
## 1967 Mexican tetra protein or transcript stable ID
## 1968 Mexican tetra chromosome/scaffold name
## 1969 Mexican tetra chromosome/scaffold start (bp)
## 1970 Mexican tetra chromosome/scaffold end (bp)
## 1971 Query protein or transcript ID
## 1972 Last common ancestor with Mexican tetra
## 1973 Mexican tetra homology type
## 1974 %id. target Mexican tetra gene identical to query gene
## 1975 %id. query gene identical to target Mexican tetra gene
## 1976 Mexican tetra Gene-order conservation score
## 1977 Mexican tetra Whole-genome alignment coverage
## 1978 Mexican tetra orthology confidence [0 low, 1 high]
## 1979 Microbat gene stable ID
## 1980 Microbat gene name
## 1981 Microbat protein or transcript stable ID
## 1982 Microbat chromosome/scaffold name
## 1983 Microbat chromosome/scaffold start (bp)
## 1984 Microbat chromosome/scaffold end (bp)
## 1985 Query protein or transcript ID
## 1986 Last common ancestor with Microbat
## 1987 Microbat homology type
## 1988 %id. target Microbat gene identical to query gene
## 1989 %id. query gene identical to target Microbat gene
## 1990 Microbat Gene-order conservation score
## 1991 Microbat Whole-genome alignment coverage
## 1992 Microbat orthology confidence [0 low, 1 high]
## 1993 Midas cichlid gene stable ID
## 1994 Midas cichlid gene name
## 1995 Midas cichlid protein or transcript stable ID
## 1996 Midas cichlid chromosome/scaffold name
## 1997 Midas cichlid chromosome/scaffold start (bp)
## 1998 Midas cichlid chromosome/scaffold end (bp)
## 1999 Query protein or transcript ID
## 2000 Last common ancestor with Midas cichlid
## 2001 Midas cichlid homology type
## 2002 %id. target Midas cichlid gene identical to query gene
## 2003 %id. query gene identical to target Midas cichlid gene
## 2004 Midas cichlid Gene-order conservation score
## 2005 Midas cichlid Whole-genome alignment coverage
## 2006 Midas cichlid orthology confidence [0 low, 1 high]
## 2007 Mouse gene stable ID
## 2008 Mouse gene name
## 2009 Mouse protein or transcript stable ID
## 2010 Mouse chromosome/scaffold name
## 2011 Mouse chromosome/scaffold start (bp)
## 2012 Mouse chromosome/scaffold end (bp)
## 2013 Query protein or transcript ID
## 2014 Last common ancestor with Mouse
## 2015 Mouse homology type
## 2016 %id. target Mouse gene identical to query gene
## 2017 %id. query gene identical to target Mouse gene
## 2018 Mouse Gene-order conservation score
## 2019 Mouse Whole-genome alignment coverage
## 2020 Mouse orthology confidence [0 low, 1 high]
## 2021 Mouse Lemur gene stable ID
## 2022 Mouse Lemur gene name
## 2023 Mouse Lemur protein or transcript stable ID
## 2024 Mouse Lemur chromosome/scaffold name
## 2025 Mouse Lemur chromosome/scaffold start (bp)
## 2026 Mouse Lemur chromosome/scaffold end (bp)
## 2027 Query protein or transcript ID
## 2028 Last common ancestor with Mouse Lemur
## 2029 Mouse Lemur homology type
## 2030 %id. target Mouse Lemur gene identical to query gene
## 2031 %id. query gene identical to target Mouse Lemur gene
## 2032 Mouse Lemur Gene-order conservation score
## 2033 Mouse Lemur Whole-genome alignment coverage
## 2034 Mouse Lemur orthology confidence [0 low, 1 high]
## 2035 Mummichog gene stable ID
## 2036 Mummichog gene name
## 2037 Mummichog protein or transcript stable ID
## 2038 Mummichog chromosome/scaffold name
## 2039 Mummichog chromosome/scaffold start (bp)
## 2040 Mummichog chromosome/scaffold end (bp)
## 2041 Query protein or transcript ID
## 2042 Last common ancestor with Mummichog
## 2043 Mummichog homology type
## 2044 %id. target Mummichog gene identical to query gene
## 2045 %id. query gene identical to target Mummichog gene
## 2046 Mummichog Gene-order conservation score
## 2047 Mummichog Whole-genome alignment coverage
## 2048 Mummichog orthology confidence [0 low, 1 high]
## 2049 Naked mole-rat female gene stable ID
## 2050 Naked mole-rat female gene name
## 2051 Naked mole-rat female protein or transcript stable ID
## 2052 Naked mole-rat female chromosome/scaffold name
## 2053 Naked mole-rat female chromosome/scaffold start (bp)
## 2054 Naked mole-rat female chromosome/scaffold end (bp)
## 2055 Query protein or transcript ID
## 2056 Last common ancestor with Naked mole-rat female
## 2057 Naked mole-rat female homology type
## 2058 %id. target Naked mole-rat female gene identical to query gene
## 2059 %id. query gene identical to target Naked mole-rat female gene
## 2060 Naked mole-rat female Gene-order conservation score
## 2061 Naked mole-rat female Whole-genome alignment coverage
## 2062 Naked mole-rat female orthology confidence [0 low, 1 high]
## 2063 Narwhal gene stable ID
## 2064 Narwhal gene name
## 2065 Narwhal protein or transcript stable ID
## 2066 Narwhal chromosome/scaffold name
## 2067 Narwhal chromosome/scaffold start (bp)
## 2068 Narwhal chromosome/scaffold end (bp)
## 2069 Query protein or transcript ID
## 2070 Last common ancestor with Narwhal
## 2071 Narwhal homology type
## 2072 %id. target Narwhal gene identical to query gene
## 2073 %id. query gene identical to target Narwhal gene
## 2074 Narwhal Gene-order conservation score
## 2075 Narwhal Whole-genome alignment coverage
## 2076 Narwhal orthology confidence [0 low, 1 high]
## 2077 Nile tilapia gene stable ID
## 2078 Nile tilapia gene name
## 2079 Nile tilapia protein or transcript stable ID
## 2080 Nile tilapia chromosome/scaffold name
## 2081 Nile tilapia chromosome/scaffold start (bp)
## 2082 Nile tilapia chromosome/scaffold end (bp)
## 2083 Query protein or transcript ID
## 2084 Last common ancestor with Nile tilapia
## 2085 Nile tilapia homology type
## 2086 %id. target Nile tilapia gene identical to query gene
## 2087 %id. query gene identical to target Nile tilapia gene
## 2088 Nile tilapia Gene-order conservation score
## 2089 Nile tilapia Whole-genome alignment coverage
## 2090 Nile tilapia orthology confidence [0 low, 1 high]
## 2091 Northern American deer mouse gene stable ID
## 2092 Northern American deer mouse gene name
## 2093 Northern American deer mouse protein or transcript stable ID
## 2094 Northern American deer mouse chromosome/scaffold name
## 2095 Northern American deer mouse chromosome/scaffold start (bp)
## 2096 Northern American deer mouse chromosome/scaffold end (bp)
## 2097 Query protein or transcript ID
## 2098 Last common ancestor with Northern American deer mouse
## 2099 Northern American deer mouse homology type
## 2100 %id. target Northern American deer mouse gene identical to query gene
## 2101 %id. query gene identical to target Northern American deer mouse gene
## 2102 Northern American deer mouse Gene-order conservation score
## 2103 Northern American deer mouse Whole-genome alignment coverage
## 2104 Northern American deer mouse orthology confidence [0 low, 1 high]
## 2105 Northern pike gene stable ID
## 2106 Northern pike gene name
## 2107 Northern pike protein or transcript stable ID
## 2108 Northern pike chromosome/scaffold name
## 2109 Northern pike chromosome/scaffold start (bp)
## 2110 Northern pike chromosome/scaffold end (bp)
## 2111 Query protein or transcript ID
## 2112 Last common ancestor with Northern pike
## 2113 Northern pike homology type
## 2114 %id. target Northern pike gene identical to query gene
## 2115 %id. query gene identical to target Northern pike gene
## 2116 Northern pike Gene-order conservation score
## 2117 Northern pike Whole-genome alignment coverage
## 2118 Northern pike orthology confidence [0 low, 1 high]
## 2119 Olive baboon gene stable ID
## 2120 Olive baboon gene name
## 2121 Olive baboon protein or transcript stable ID
## 2122 Olive baboon chromosome/scaffold name
## 2123 Olive baboon chromosome/scaffold start (bp)
## 2124 Olive baboon chromosome/scaffold end (bp)
## 2125 Query protein or transcript ID
## 2126 Last common ancestor with Olive baboon
## 2127 Olive baboon homology type
## 2128 %id. target Olive baboon gene identical to query gene
## 2129 %id. query gene identical to target Olive baboon gene
## 2130 Olive baboon Gene-order conservation score
## 2131 Olive baboon Whole-genome alignment coverage
## 2132 Olive baboon orthology confidence [0 low, 1 high]
## 2133 Opossum gene stable ID
## 2134 Opossum gene name
## 2135 Opossum protein or transcript stable ID
## 2136 Opossum chromosome/scaffold name
## 2137 Opossum chromosome/scaffold start (bp)
## 2138 Opossum chromosome/scaffold end (bp)
## 2139 Query protein or transcript ID
## 2140 Last common ancestor with Opossum
## 2141 Opossum homology type
## 2142 %id. target Opossum gene identical to query gene
## 2143 %id. query gene identical to target Opossum gene
## 2144 Opossum Gene-order conservation score
## 2145 Opossum Whole-genome alignment coverage
## 2146 Opossum orthology confidence [0 low, 1 high]
## 2147 Orange clownfish gene stable ID
## 2148 Orange clownfish gene name
## 2149 Orange clownfish protein or transcript stable ID
## 2150 Orange clownfish chromosome/scaffold name
## 2151 Orange clownfish chromosome/scaffold start (bp)
## 2152 Orange clownfish chromosome/scaffold end (bp)
## 2153 Query protein or transcript ID
## 2154 Last common ancestor with Orange clownfish
## 2155 Orange clownfish homology type
## 2156 %id. target Orange clownfish gene identical to query gene
## 2157 %id. query gene identical to target Orange clownfish gene
## 2158 Orange clownfish Gene-order conservation score
## 2159 Orange clownfish Whole-genome alignment coverage
## 2160 Orange clownfish orthology confidence [0 low, 1 high]
## 2161 Painted turtle gene stable ID
## 2162 Painted turtle gene name
## 2163 Painted turtle protein or transcript stable ID
## 2164 Painted turtle chromosome/scaffold name
## 2165 Painted turtle chromosome/scaffold start (bp)
## 2166 Painted turtle chromosome/scaffold end (bp)
## 2167 Query protein or transcript ID
## 2168 Last common ancestor with Painted turtle
## 2169 Painted turtle homology type
## 2170 %id. target Painted turtle gene identical to query gene
## 2171 %id. query gene identical to target Painted turtle gene
## 2172 Painted turtle Gene-order conservation score
## 2173 Painted turtle Whole-genome alignment coverage
## 2174 Painted turtle orthology confidence [0 low, 1 high]
## 2175 Paramormyrops kingsleyae gene stable ID
## 2176 Paramormyrops kingsleyae gene name
## 2177 Paramormyrops kingsleyae protein or transcript stable ID
## 2178 Paramormyrops kingsleyae chromosome/scaffold name
## 2179 Paramormyrops kingsleyae chromosome/scaffold start (bp)
## 2180 Paramormyrops kingsleyae chromosome/scaffold end (bp)
## 2181 Query protein or transcript ID
## 2182 Last common ancestor with Paramormyrops kingsleyae
## 2183 Paramormyrops kingsleyae homology type
## 2184 %id. target Paramormyrops kingsleyae gene identical to query gene
## 2185 %id. query gene identical to target Paramormyrops kingsleyae gene
## 2186 Paramormyrops kingsleyae Gene-order conservation score
## 2187 Paramormyrops kingsleyae Whole-genome alignment coverage
## 2188 Paramormyrops kingsleyae orthology confidence [0 low, 1 high]
## 2189 Pig gene stable ID
## 2190 Pig gene name
## 2191 Pig protein or transcript stable ID
## 2192 Pig chromosome/scaffold name
## 2193 Pig chromosome/scaffold start (bp)
## 2194 Pig chromosome/scaffold end (bp)
## 2195 Query protein or transcript ID
## 2196 Last common ancestor with Pig
## 2197 Pig homology type
## 2198 %id. target Pig gene identical to query gene
## 2199 %id. query gene identical to target Pig gene
## 2200 Pig Gene-order conservation score
## 2201 Pig Whole-genome alignment coverage
## 2202 Pig orthology confidence [0 low, 1 high]
## 2203 Pig-tailed macaque gene stable ID
## 2204 Pig-tailed macaque gene name
## 2205 Pig-tailed macaque protein or transcript stable ID
## 2206 Pig-tailed macaque chromosome/scaffold name
## 2207 Pig-tailed macaque chromosome/scaffold start (bp)
## 2208 Pig-tailed macaque chromosome/scaffold end (bp)
## 2209 Query protein or transcript ID
## 2210 Last common ancestor with Pig-tailed macaque
## 2211 Pig-tailed macaque homology type
## 2212 %id. target Pig-tailed macaque gene identical to query gene
## 2213 %id. query gene identical to target Pig-tailed macaque gene
## 2214 Pig-tailed macaque Gene-order conservation score
## 2215 Pig-tailed macaque Whole-genome alignment coverage
## 2216 Pig-tailed macaque orthology confidence [0 low, 1 high]
## 2217 Pika gene stable ID
## 2218 Pika gene name
## 2219 Pika protein or transcript stable ID
## 2220 Pika chromosome/scaffold name
## 2221 Pika chromosome/scaffold start (bp)
## 2222 Pika chromosome/scaffold end (bp)
## 2223 Query protein or transcript ID
## 2224 Last common ancestor with Pika
## 2225 Pika homology type
## 2226 %id. target Pika gene identical to query gene
## 2227 %id. query gene identical to target Pika gene
## 2228 Pika Gene-order conservation score
## 2229 Pika Whole-genome alignment coverage
## 2230 Pika orthology confidence [0 low, 1 high]
## 2231 Pike-perch gene stable ID
## 2232 Pike-perch gene name
## 2233 Pike-perch protein or transcript stable ID
## 2234 Pike-perch chromosome/scaffold name
## 2235 Pike-perch chromosome/scaffold start (bp)
## 2236 Pike-perch chromosome/scaffold end (bp)
## 2237 Query protein or transcript ID
## 2238 Last common ancestor with Pike-perch
## 2239 Pike-perch homology type
## 2240 %id. target Pike-perch gene identical to query gene
## 2241 %id. query gene identical to target Pike-perch gene
## 2242 Pike-perch Gene-order conservation score
## 2243 Pike-perch Whole-genome alignment coverage
## 2244 Pike-perch orthology confidence [0 low, 1 high]
## 2245 Pinecone soldierfish gene stable ID
## 2246 Pinecone soldierfish gene name
## 2247 Pinecone soldierfish protein or transcript stable ID
## 2248 Pinecone soldierfish chromosome/scaffold name
## 2249 Pinecone soldierfish chromosome/scaffold start (bp)
## 2250 Pinecone soldierfish chromosome/scaffold end (bp)
## 2251 Query protein or transcript ID
## 2252 Last common ancestor with Pinecone soldierfish
## 2253 Pinecone soldierfish homology type
## 2254 %id. target Pinecone soldierfish gene identical to query gene
## 2255 %id. query gene identical to target Pinecone soldierfish gene
## 2256 Pinecone soldierfish Gene-order conservation score
## 2257 Pinecone soldierfish Whole-genome alignment coverage
## 2258 Pinecone soldierfish orthology confidence [0 low, 1 high]
## 2259 Pink-footed goose gene stable ID
## 2260 Pink-footed goose gene name
## 2261 Pink-footed goose protein or transcript stable ID
## 2262 Pink-footed goose chromosome/scaffold name
## 2263 Pink-footed goose chromosome/scaffold start (bp)
## 2264 Pink-footed goose chromosome/scaffold end (bp)
## 2265 Query protein or transcript ID
## 2266 Last common ancestor with Pink-footed goose
## 2267 Pink-footed goose homology type
## 2268 %id. target Pink-footed goose gene identical to query gene
## 2269 %id. query gene identical to target Pink-footed goose gene
## 2270 Pink-footed goose Gene-order conservation score
## 2271 Pink-footed goose Whole-genome alignment coverage
## 2272 Pink-footed goose orthology confidence [0 low, 1 high]
## 2273 Platyfish gene stable ID
## 2274 Platyfish gene name
## 2275 Platyfish protein or transcript stable ID
## 2276 Platyfish chromosome/scaffold name
## 2277 Platyfish chromosome/scaffold start (bp)
## 2278 Platyfish chromosome/scaffold end (bp)
## 2279 Query protein or transcript ID
## 2280 Last common ancestor with Platyfish
## 2281 Platyfish homology type
## 2282 %id. target Platyfish gene identical to query gene
## 2283 %id. query gene identical to target Platyfish gene
## 2284 Platyfish Gene-order conservation score
## 2285 Platyfish Whole-genome alignment coverage
## 2286 Platyfish orthology confidence [0 low, 1 high]
## 2287 Platypus gene stable ID
## 2288 Platypus gene name
## 2289 Platypus protein or transcript stable ID
## 2290 Platypus chromosome/scaffold name
## 2291 Platypus chromosome/scaffold start (bp)
## 2292 Platypus chromosome/scaffold end (bp)
## 2293 Query protein or transcript ID
## 2294 Last common ancestor with Platypus
## 2295 Platypus homology type
## 2296 %id. target Platypus gene identical to query gene
## 2297 %id. query gene identical to target Platypus gene
## 2298 Platypus Gene-order conservation score
## 2299 Platypus Whole-genome alignment coverage
## 2300 Platypus orthology confidence [0 low, 1 high]
## 2301 Polar bear gene stable ID
## 2302 Polar bear gene name
## 2303 Polar bear protein or transcript stable ID
## 2304 Polar bear chromosome/scaffold name
## 2305 Polar bear chromosome/scaffold start (bp)
## 2306 Polar bear chromosome/scaffold end (bp)
## 2307 Query protein or transcript ID
## 2308 Last common ancestor with Polar bear
## 2309 Polar bear homology type
## 2310 %id. target Polar bear gene identical to query gene
## 2311 %id. query gene identical to target Polar bear gene
## 2312 Polar bear Gene-order conservation score
## 2313 Polar bear Whole-genome alignment coverage
## 2314 Polar bear orthology confidence [0 low, 1 high]
## 2315 Prairie vole gene stable ID
## 2316 Prairie vole gene name
## 2317 Prairie vole protein or transcript stable ID
## 2318 Prairie vole chromosome/scaffold name
## 2319 Prairie vole chromosome/scaffold start (bp)
## 2320 Prairie vole chromosome/scaffold end (bp)
## 2321 Query protein or transcript ID
## 2322 Last common ancestor with Prairie vole
## 2323 Prairie vole homology type
## 2324 %id. target Prairie vole gene identical to query gene
## 2325 %id. query gene identical to target Prairie vole gene
## 2326 Prairie vole Gene-order conservation score
## 2327 Prairie vole Whole-genome alignment coverage
## 2328 Prairie vole orthology confidence [0 low, 1 high]
## 2329 Rabbit gene stable ID
## 2330 Rabbit gene name
## 2331 Rabbit protein or transcript stable ID
## 2332 Rabbit chromosome/scaffold name
## 2333 Rabbit chromosome/scaffold start (bp)
## 2334 Rabbit chromosome/scaffold end (bp)
## 2335 Query protein or transcript ID
## 2336 Last common ancestor with Rabbit
## 2337 Rabbit homology type
## 2338 %id. target Rabbit gene identical to query gene
## 2339 %id. query gene identical to target Rabbit gene
## 2340 Rabbit Gene-order conservation score
## 2341 Rabbit Whole-genome alignment coverage
## 2342 Rabbit orthology confidence [0 low, 1 high]
## 2343 Rainbow trout gene stable ID
## 2344 Rainbow trout gene name
## 2345 Rainbow trout protein or transcript stable ID
## 2346 Rainbow trout chromosome/scaffold name
## 2347 Rainbow trout chromosome/scaffold start (bp)
## 2348 Rainbow trout chromosome/scaffold end (bp)
## 2349 Query protein or transcript ID
## 2350 Last common ancestor with Rainbow trout
## 2351 Rainbow trout homology type
## 2352 %id. target Rainbow trout gene identical to query gene
## 2353 %id. query gene identical to target Rainbow trout gene
## 2354 Rainbow trout Gene-order conservation score
## 2355 Rainbow trout orthology confidence [0 low, 1 high]
## 2356 Rat gene stable ID
## 2357 Rat gene name
## 2358 Rat protein or transcript stable ID
## 2359 Rat chromosome/scaffold name
## 2360 Rat chromosome/scaffold start (bp)
## 2361 Rat chromosome/scaffold end (bp)
## 2362 Query protein or transcript ID
## 2363 Last common ancestor with Rat
## 2364 Rat homology type
## 2365 %id. target Rat gene identical to query gene
## 2366 %id. query gene identical to target Rat gene
## 2367 Rat Gene-order conservation score
## 2368 Rat Whole-genome alignment coverage
## 2369 Rat orthology confidence [0 low, 1 high]
## 2370 Red fox gene stable ID
## 2371 Red fox gene name
## 2372 Red fox protein or transcript stable ID
## 2373 Red fox chromosome/scaffold name
## 2374 Red fox chromosome/scaffold start (bp)
## 2375 Red fox chromosome/scaffold end (bp)
## 2376 Query protein or transcript ID
## 2377 Last common ancestor with Red fox
## 2378 Red fox homology type
## 2379 %id. target Red fox gene identical to query gene
## 2380 %id. query gene identical to target Red fox gene
## 2381 Red fox Gene-order conservation score
## 2382 Red fox Whole-genome alignment coverage
## 2383 Red fox orthology confidence [0 low, 1 high]
## 2384 Red-bellied piranha gene stable ID
## 2385 Red-bellied piranha gene name
## 2386 Red-bellied piranha protein or transcript stable ID
## 2387 Red-bellied piranha chromosome/scaffold name
## 2388 Red-bellied piranha chromosome/scaffold start (bp)
## 2389 Red-bellied piranha chromosome/scaffold end (bp)
## 2390 Query protein or transcript ID
## 2391 Last common ancestor with Red-bellied piranha
## 2392 Red-bellied piranha homology type
## 2393 %id. target Red-bellied piranha gene identical to query gene
## 2394 %id. query gene identical to target Red-bellied piranha gene
## 2395 Red-bellied piranha Gene-order conservation score
## 2396 Red-bellied piranha Whole-genome alignment coverage
## 2397 Red-bellied piranha orthology confidence [0 low, 1 high]
## 2398 Reedfish gene stable ID
## 2399 Reedfish gene name
## 2400 Reedfish protein or transcript stable ID
## 2401 Reedfish chromosome/scaffold name
## 2402 Reedfish chromosome/scaffold start (bp)
## 2403 Reedfish chromosome/scaffold end (bp)
## 2404 Query protein or transcript ID
## 2405 Last common ancestor with Reedfish
## 2406 Reedfish homology type
## 2407 %id. target Reedfish gene identical to query gene
## 2408 %id. query gene identical to target Reedfish gene
## 2409 Reedfish Gene-order conservation score
## 2410 Reedfish Whole-genome alignment coverage
## 2411 Reedfish orthology confidence [0 low, 1 high]
## 2412 Ryukyu mouse gene stable ID
## 2413 Ryukyu mouse gene name
## 2414 Ryukyu mouse protein or transcript stable ID
## 2415 Ryukyu mouse chromosome/scaffold name
## 2416 Ryukyu mouse chromosome/scaffold start (bp)
## 2417 Ryukyu mouse chromosome/scaffold end (bp)
## 2418 Query protein or transcript ID
## 2419 Last common ancestor with Ryukyu mouse
## 2420 Ryukyu mouse homology type
## 2421 %id. target Ryukyu mouse gene identical to query gene
## 2422 %id. query gene identical to target Ryukyu mouse gene
## 2423 Ryukyu mouse Gene-order conservation score
## 2424 Ryukyu mouse Whole-genome alignment coverage
## 2425 Ryukyu mouse orthology confidence [0 low, 1 high]
## 2426 Saccharomyces cerevisiae gene stable ID
## 2427 Saccharomyces cerevisiae gene name
## 2428 Saccharomyces cerevisiae protein or transcript stable ID
## 2429 Saccharomyces cerevisiae chromosome/scaffold name
## 2430 Saccharomyces cerevisiae chromosome/scaffold start (bp)
## 2431 Saccharomyces cerevisiae chromosome/scaffold end (bp)
## 2432 Query protein or transcript ID
## 2433 Last common ancestor with Saccharomyces cerevisiae
## 2434 Saccharomyces cerevisiae homology type
## 2435 %id. target Saccharomyces cerevisiae gene identical to query gene
## 2436 %id. query gene identical to target Saccharomyces cerevisiae gene
## 2437 Saccharomyces cerevisiae orthology confidence [0 low, 1 high]
## 2438 Sailfin molly gene stable ID
## 2439 Sailfin molly gene name
## 2440 Sailfin molly protein or transcript stable ID
## 2441 Sailfin molly chromosome/scaffold name
## 2442 Sailfin molly chromosome/scaffold start (bp)
## 2443 Sailfin molly chromosome/scaffold end (bp)
## 2444 Query protein or transcript ID
## 2445 Last common ancestor with Sailfin molly
## 2446 Sailfin molly homology type
## 2447 %id. target Sailfin molly gene identical to query gene
## 2448 %id. query gene identical to target Sailfin molly gene
## 2449 Sailfin molly Gene-order conservation score
## 2450 Sailfin molly Whole-genome alignment coverage
## 2451 Sailfin molly orthology confidence [0 low, 1 high]
## 2452 Sheep gene stable ID
## 2453 Sheep gene name
## 2454 Sheep protein or transcript stable ID
## 2455 Sheep chromosome/scaffold name
## 2456 Sheep chromosome/scaffold start (bp)
## 2457 Sheep chromosome/scaffold end (bp)
## 2458 Query protein or transcript ID
## 2459 Last common ancestor with Sheep
## 2460 Sheep homology type
## 2461 %id. target Sheep gene identical to query gene
## 2462 %id. query gene identical to target Sheep gene
## 2463 Sheep Gene-order conservation score
## 2464 Sheep Whole-genome alignment coverage
## 2465 Sheep orthology confidence [0 low, 1 high]
## 2466 Sheepshead minnow gene stable ID
## 2467 Sheepshead minnow gene name
## 2468 Sheepshead minnow protein or transcript stable ID
## 2469 Sheepshead minnow chromosome/scaffold name
## 2470 Sheepshead minnow chromosome/scaffold start (bp)
## 2471 Sheepshead minnow chromosome/scaffold end (bp)
## 2472 Query protein or transcript ID
## 2473 Last common ancestor with Sheepshead minnow
## 2474 Sheepshead minnow homology type
## 2475 %id. target Sheepshead minnow gene identical to query gene
## 2476 %id. query gene identical to target Sheepshead minnow gene
## 2477 Sheepshead minnow Gene-order conservation score
## 2478 Sheepshead minnow Whole-genome alignment coverage
## 2479 Sheepshead minnow orthology confidence [0 low, 1 high]
## 2480 Shrew gene stable ID
## 2481 Shrew gene name
## 2482 Shrew protein or transcript stable ID
## 2483 Shrew chromosome/scaffold name
## 2484 Shrew chromosome/scaffold start (bp)
## 2485 Shrew chromosome/scaffold end (bp)
## 2486 Query protein or transcript ID
## 2487 Last common ancestor with Shrew
## 2488 Shrew homology type
## 2489 %id. target Shrew gene identical to query gene
## 2490 %id. query gene identical to target Shrew gene
## 2491 Shrew Gene-order conservation score
## 2492 Shrew Whole-genome alignment coverage
## 2493 Shrew orthology confidence [0 low, 1 high]
## 2494 Shrew mouse gene stable ID
## 2495 Shrew mouse gene name
## 2496 Shrew mouse protein or transcript stable ID
## 2497 Shrew mouse chromosome/scaffold name
## 2498 Shrew mouse chromosome/scaffold start (bp)
## 2499 Shrew mouse chromosome/scaffold end (bp)
## 2500 Query protein or transcript ID
## 2501 Last common ancestor with Shrew mouse
## 2502 Shrew mouse homology type
## 2503 %id. target Shrew mouse gene identical to query gene
## 2504 %id. query gene identical to target Shrew mouse gene
## 2505 Shrew mouse Gene-order conservation score
## 2506 Shrew mouse Whole-genome alignment coverage
## 2507 Shrew mouse orthology confidence [0 low, 1 high]
## 2508 Siamese fighting fish gene stable ID
## 2509 Siamese fighting fish gene name
## 2510 Siamese fighting fish protein or transcript stable ID
## 2511 Siamese fighting fish chromosome/scaffold name
## 2512 Siamese fighting fish chromosome/scaffold start (bp)
## 2513 Siamese fighting fish chromosome/scaffold end (bp)
## 2514 Query protein or transcript ID
## 2515 Last common ancestor with Siamese fighting fish
## 2516 Siamese fighting fish homology type
## 2517 %id. target Siamese fighting fish gene identical to query gene
## 2518 %id. query gene identical to target Siamese fighting fish gene
## 2519 Siamese fighting fish Gene-order conservation score
## 2520 Siamese fighting fish Whole-genome alignment coverage
## 2521 Siamese fighting fish orthology confidence [0 low, 1 high]
## 2522 Siberian musk deer gene stable ID
## 2523 Siberian musk deer gene name
## 2524 Siberian musk deer protein or transcript stable ID
## 2525 Siberian musk deer chromosome/scaffold name
## 2526 Siberian musk deer chromosome/scaffold start (bp)
## 2527 Siberian musk deer chromosome/scaffold end (bp)
## 2528 Query protein or transcript ID
## 2529 Last common ancestor with Siberian musk deer
## 2530 Siberian musk deer homology type
## 2531 %id. target Siberian musk deer gene identical to query gene
## 2532 %id. query gene identical to target Siberian musk deer gene
## 2533 Siberian musk deer Gene-order conservation score
## 2534 Siberian musk deer Whole-genome alignment coverage
## 2535 Siberian musk deer orthology confidence [0 low, 1 high]
## 2536 Sloth gene stable ID
## 2537 Sloth gene name
## 2538 Sloth protein or transcript stable ID
## 2539 Sloth chromosome/scaffold name
## 2540 Sloth chromosome/scaffold start (bp)
## 2541 Sloth chromosome/scaffold end (bp)
## 2542 Query protein or transcript ID
## 2543 Last common ancestor with Sloth
## 2544 Sloth homology type
## 2545 %id. target Sloth gene identical to query gene
## 2546 %id. query gene identical to target Sloth gene
## 2547 Sloth Gene-order conservation score
## 2548 Sloth Whole-genome alignment coverage
## 2549 Sloth orthology confidence [0 low, 1 high]
## 2550 Sooty mangabey gene stable ID
## 2551 Sooty mangabey gene name
## 2552 Sooty mangabey protein or transcript stable ID
## 2553 Sooty mangabey chromosome/scaffold name
## 2554 Sooty mangabey chromosome/scaffold start (bp)
## 2555 Sooty mangabey chromosome/scaffold end (bp)
## 2556 Query protein or transcript ID
## 2557 Last common ancestor with Sooty mangabey
## 2558 Sooty mangabey homology type
## 2559 %id. target Sooty mangabey gene identical to query gene
## 2560 %id. query gene identical to target Sooty mangabey gene
## 2561 Sooty mangabey Gene-order conservation score
## 2562 Sooty mangabey Whole-genome alignment coverage
## 2563 Sooty mangabey orthology confidence [0 low, 1 high]
## 2564 Sperm whale gene stable ID
## 2565 Sperm whale gene name
## 2566 Sperm whale protein or transcript stable ID
## 2567 Sperm whale chromosome/scaffold name
## 2568 Sperm whale chromosome/scaffold start (bp)
## 2569 Sperm whale chromosome/scaffold end (bp)
## 2570 Query protein or transcript ID
## 2571 Last common ancestor with Sperm whale
## 2572 Sperm whale homology type
## 2573 %id. target Sperm whale gene identical to query gene
## 2574 %id. query gene identical to target Sperm whale gene
## 2575 Sperm whale Gene-order conservation score
## 2576 Sperm whale Whole-genome alignment coverage
## 2577 Sperm whale orthology confidence [0 low, 1 high]
## 2578 Spiny chromis gene stable ID
## 2579 Spiny chromis gene name
## 2580 Spiny chromis protein or transcript stable ID
## 2581 Spiny chromis chromosome/scaffold name
## 2582 Spiny chromis chromosome/scaffold start (bp)
## 2583 Spiny chromis chromosome/scaffold end (bp)
## 2584 Query protein or transcript ID
## 2585 Last common ancestor with Spiny chromis
## 2586 Spiny chromis homology type
## 2587 %id. target Spiny chromis gene identical to query gene
## 2588 %id. query gene identical to target Spiny chromis gene
## 2589 Spiny chromis Gene-order conservation score
## 2590 Spiny chromis Whole-genome alignment coverage
## 2591 Spiny chromis orthology confidence [0 low, 1 high]
## 2592 Spotted gar gene stable ID
## 2593 Spotted gar gene name
## 2594 Spotted gar protein or transcript stable ID
## 2595 Spotted gar chromosome/scaffold name
## 2596 Spotted gar chromosome/scaffold start (bp)
## 2597 Spotted gar chromosome/scaffold end (bp)
## 2598 Query protein or transcript ID
## 2599 Last common ancestor with Spotted gar
## 2600 Spotted gar homology type
## 2601 %id. target Spotted gar gene identical to query gene
## 2602 %id. query gene identical to target Spotted gar gene
## 2603 Spotted gar Gene-order conservation score
## 2604 Spotted gar Whole-genome alignment coverage
## 2605 Spotted gar orthology confidence [0 low, 1 high]
## 2606 Squirrel gene stable ID
## 2607 Squirrel gene name
## 2608 Squirrel protein or transcript stable ID
## 2609 Squirrel chromosome/scaffold name
## 2610 Squirrel chromosome/scaffold start (bp)
## 2611 Squirrel chromosome/scaffold end (bp)
## 2612 Query protein or transcript ID
## 2613 Last common ancestor with Squirrel
## 2614 Squirrel homology type
## 2615 %id. target Squirrel gene identical to query gene
## 2616 %id. query gene identical to target Squirrel gene
## 2617 Squirrel Gene-order conservation score
## 2618 Squirrel Whole-genome alignment coverage
## 2619 Squirrel orthology confidence [0 low, 1 high]
## 2620 Steppe mouse gene stable ID
## 2621 Steppe mouse gene name
## 2622 Steppe mouse protein or transcript stable ID
## 2623 Steppe mouse chromosome/scaffold name
## 2624 Steppe mouse chromosome/scaffold start (bp)
## 2625 Steppe mouse chromosome/scaffold end (bp)
## 2626 Query protein or transcript ID
## 2627 Last common ancestor with Steppe mouse
## 2628 Steppe mouse homology type
## 2629 %id. target Steppe mouse gene identical to query gene
## 2630 %id. query gene identical to target Steppe mouse gene
## 2631 Steppe mouse Gene-order conservation score
## 2632 Steppe mouse Whole-genome alignment coverage
## 2633 Steppe mouse orthology confidence [0 low, 1 high]
## 2634 Stickleback gene stable ID
## 2635 Stickleback gene name
## 2636 Stickleback protein or transcript stable ID
## 2637 Stickleback chromosome/scaffold name
## 2638 Stickleback chromosome/scaffold start (bp)
## 2639 Stickleback chromosome/scaffold end (bp)
## 2640 Query protein or transcript ID
## 2641 Last common ancestor with Stickleback
## 2642 Stickleback homology type
## 2643 %id. target Stickleback gene identical to query gene
## 2644 %id. query gene identical to target Stickleback gene
## 2645 Stickleback Gene-order conservation score
## 2646 Stickleback Whole-genome alignment coverage
## 2647 Stickleback orthology confidence [0 low, 1 high]
## 2648 Sumatran orangutan gene stable ID
## 2649 Sumatran orangutan gene name
## 2650 Sumatran orangutan protein or transcript stable ID
## 2651 Sumatran orangutan chromosome/scaffold name
## 2652 Sumatran orangutan chromosome/scaffold start (bp)
## 2653 Sumatran orangutan chromosome/scaffold end (bp)
## 2654 Query protein or transcript ID
## 2655 Last common ancestor with Sumatran orangutan
## 2656 Sumatran orangutan homology type
## 2657 %id. target Sumatran orangutan gene identical to query gene
## 2658 %id. query gene identical to target Sumatran orangutan gene
## 2659 Sumatran orangutan Gene-order conservation score
## 2660 Sumatran orangutan Whole-genome alignment coverage
## 2661 Sumatran orangutan orthology confidence [0 low, 1 high]
## 2662 Tarsier gene stable ID
## 2663 Tarsier gene name
## 2664 Tarsier protein or transcript stable ID
## 2665 Tarsier chromosome/scaffold name
## 2666 Tarsier chromosome/scaffold start (bp)
## 2667 Tarsier chromosome/scaffold end (bp)
## 2668 Query protein or transcript ID
## 2669 Last common ancestor with Tarsier
## 2670 Tarsier homology type
## 2671 %id. target Tarsier gene identical to query gene
## 2672 %id. query gene identical to target Tarsier gene
## 2673 Tarsier Gene-order conservation score
## 2674 Tarsier Whole-genome alignment coverage
## 2675 Tarsier orthology confidence [0 low, 1 high]
## 2676 Tasmanian devil gene stable ID
## 2677 Tasmanian devil gene name
## 2678 Tasmanian devil protein or transcript stable ID
## 2679 Tasmanian devil chromosome/scaffold name
## 2680 Tasmanian devil chromosome/scaffold start (bp)
## 2681 Tasmanian devil chromosome/scaffold end (bp)
## 2682 Query protein or transcript ID
## 2683 Last common ancestor with Tasmanian devil
## 2684 Tasmanian devil homology type
## 2685 %id. target Tasmanian devil gene identical to query gene
## 2686 %id. query gene identical to target Tasmanian devil gene
## 2687 Tasmanian devil Gene-order conservation score
## 2688 Tasmanian devil orthology confidence [0 low, 1 high]
## 2689 Tetraodon gene stable ID
## 2690 Tetraodon gene name
## 2691 Tetraodon protein or transcript stable ID
## 2692 Tetraodon chromosome/scaffold name
## 2693 Tetraodon chromosome/scaffold start (bp)
## 2694 Tetraodon chromosome/scaffold end (bp)
## 2695 Query protein or transcript ID
## 2696 Last common ancestor with Tetraodon
## 2697 Tetraodon homology type
## 2698 %id. target Tetraodon gene identical to query gene
## 2699 %id. query gene identical to target Tetraodon gene
## 2700 Tetraodon Gene-order conservation score
## 2701 Tetraodon Whole-genome alignment coverage
## 2702 Tetraodon orthology confidence [0 low, 1 high]
## 2703 Three-toed box turtle gene stable ID
## 2704 Three-toed box turtle gene name
## 2705 Three-toed box turtle protein or transcript stable ID
## 2706 Three-toed box turtle chromosome/scaffold name
## 2707 Three-toed box turtle chromosome/scaffold start (bp)
## 2708 Three-toed box turtle chromosome/scaffold end (bp)
## 2709 Query protein or transcript ID
## 2710 Last common ancestor with Three-toed box turtle
## 2711 Three-toed box turtle homology type
## 2712 %id. target Three-toed box turtle gene identical to query gene
## 2713 %id. query gene identical to target Three-toed box turtle gene
## 2714 Three-toed box turtle Gene-order conservation score
## 2715 Three-toed box turtle Whole-genome alignment coverage
## 2716 Three-toed box turtle orthology confidence [0 low, 1 high]
## 2717 Tiger gene stable ID
## 2718 Tiger gene name
## 2719 Tiger protein or transcript stable ID
## 2720 Tiger chromosome/scaffold name
## 2721 Tiger chromosome/scaffold start (bp)
## 2722 Tiger chromosome/scaffold end (bp)
## 2723 Query protein or transcript ID
## 2724 Last common ancestor with Tiger
## 2725 Tiger homology type
## 2726 %id. target Tiger gene identical to query gene
## 2727 %id. query gene identical to target Tiger gene
## 2728 Tiger Gene-order conservation score
## 2729 Tiger Whole-genome alignment coverage
## 2730 Tiger orthology confidence [0 low, 1 high]
## 2731 Tiger tail seahorse gene stable ID
## 2732 Tiger tail seahorse gene name
## 2733 Tiger tail seahorse protein or transcript stable ID
## 2734 Tiger tail seahorse chromosome/scaffold name
## 2735 Tiger tail seahorse chromosome/scaffold start (bp)
## 2736 Tiger tail seahorse chromosome/scaffold end (bp)
## 2737 Query protein or transcript ID
## 2738 Last common ancestor with Tiger tail seahorse
## 2739 Tiger tail seahorse homology type
## 2740 %id. target Tiger tail seahorse gene identical to query gene
## 2741 %id. query gene identical to target Tiger tail seahorse gene
## 2742 Tiger tail seahorse Gene-order conservation score
## 2743 Tiger tail seahorse Whole-genome alignment coverage
## 2744 Tiger tail seahorse orthology confidence [0 low, 1 high]
## 2745 Tongue sole gene stable ID
## 2746 Tongue sole gene name
## 2747 Tongue sole protein or transcript stable ID
## 2748 Tongue sole chromosome/scaffold name
## 2749 Tongue sole chromosome/scaffold start (bp)
## 2750 Tongue sole chromosome/scaffold end (bp)
## 2751 Query protein or transcript ID
## 2752 Last common ancestor with Tongue sole
## 2753 Tongue sole homology type
## 2754 %id. target Tongue sole gene identical to query gene
## 2755 %id. query gene identical to target Tongue sole gene
## 2756 Tongue sole Gene-order conservation score
## 2757 Tongue sole Whole-genome alignment coverage
## 2758 Tongue sole orthology confidence [0 low, 1 high]
## 2759 Tree Shrew gene stable ID
## 2760 Tree Shrew gene name
## 2761 Tree Shrew protein or transcript stable ID
## 2762 Tree Shrew chromosome/scaffold name
## 2763 Tree Shrew chromosome/scaffold start (bp)
## 2764 Tree Shrew chromosome/scaffold end (bp)
## 2765 Query protein or transcript ID
## 2766 Last common ancestor with Tree Shrew
## 2767 Tree Shrew homology type
## 2768 %id. target Tree Shrew gene identical to query gene
## 2769 %id. query gene identical to target Tree Shrew gene
## 2770 Tree Shrew Gene-order conservation score
## 2771 Tree Shrew Whole-genome alignment coverage
## 2772 Tree Shrew orthology confidence [0 low, 1 high]
## 2773 Tropical clawed frog gene stable ID
## 2774 Tropical clawed frog gene name
## 2775 Tropical clawed frog protein or transcript stable ID
## 2776 Tropical clawed frog chromosome/scaffold name
## 2777 Tropical clawed frog chromosome/scaffold start (bp)
## 2778 Tropical clawed frog chromosome/scaffold end (bp)
## 2779 Query protein or transcript ID
## 2780 Last common ancestor with Tropical clawed frog
## 2781 Tropical clawed frog homology type
## 2782 %id. target Tropical clawed frog gene identical to query gene
## 2783 %id. query gene identical to target Tropical clawed frog gene
## 2784 Tropical clawed frog Gene-order conservation score
## 2785 Tropical clawed frog orthology confidence [0 low, 1 high]
## 2786 Tuatara gene stable ID
## 2787 Tuatara gene name
## 2788 Tuatara protein or transcript stable ID
## 2789 Tuatara chromosome/scaffold name
## 2790 Tuatara chromosome/scaffold start (bp)
## 2791 Tuatara chromosome/scaffold end (bp)
## 2792 Query protein or transcript ID
## 2793 Last common ancestor with Tuatara
## 2794 Tuatara homology type
## 2795 %id. target Tuatara gene identical to query gene
## 2796 %id. query gene identical to target Tuatara gene
## 2797 Tuatara Gene-order conservation score
## 2798 Tuatara Whole-genome alignment coverage
## 2799 Tuatara orthology confidence [0 low, 1 high]
## 2800 Turbot gene stable ID
## 2801 Turbot gene name
## 2802 Turbot protein or transcript stable ID
## 2803 Turbot chromosome/scaffold name
## 2804 Turbot chromosome/scaffold start (bp)
## 2805 Turbot chromosome/scaffold end (bp)
## 2806 Query protein or transcript ID
## 2807 Last common ancestor with Turbot
## 2808 Turbot homology type
## 2809 %id. target Turbot gene identical to query gene
## 2810 %id. query gene identical to target Turbot gene
## 2811 Turbot Gene-order conservation score
## 2812 Turbot orthology confidence [0 low, 1 high]
## 2813 Turkey gene stable ID
## 2814 Turkey gene name
## 2815 Turkey protein or transcript stable ID
## 2816 Turkey chromosome/scaffold name
## 2817 Turkey chromosome/scaffold start (bp)
## 2818 Turkey chromosome/scaffold end (bp)
## 2819 Query protein or transcript ID
## 2820 Last common ancestor with Turkey
## 2821 Turkey homology type
## 2822 %id. target Turkey gene identical to query gene
## 2823 %id. query gene identical to target Turkey gene
## 2824 Turkey Gene-order conservation score
## 2825 Turkey orthology confidence [0 low, 1 high]
## 2826 Turquoise killifish gene stable ID
## 2827 Turquoise killifish gene name
## 2828 Turquoise killifish protein or transcript stable ID
## 2829 Turquoise killifish chromosome/scaffold name
## 2830 Turquoise killifish chromosome/scaffold start (bp)
## 2831 Turquoise killifish chromosome/scaffold end (bp)
## 2832 Query protein or transcript ID
## 2833 Last common ancestor with Turquoise killifish
## 2834 Turquoise killifish homology type
## 2835 %id. target Turquoise killifish gene identical to query gene
## 2836 %id. query gene identical to target Turquoise killifish gene
## 2837 Turquoise killifish Gene-order conservation score
## 2838 Turquoise killifish Whole-genome alignment coverage
## 2839 Turquoise killifish orthology confidence [0 low, 1 high]
## 2840 Upper Galilee mountains blind mole rat gene stable ID
## 2841 Upper Galilee mountains blind mole rat gene name
## 2842 Upper Galilee mountains blind mole rat protein or transcript stable ID
## 2843 Upper Galilee mountains blind mole rat chromosome/scaffold name
## 2844 Upper Galilee mountains blind mole rat chromosome/scaffold start (bp)
## 2845 Upper Galilee mountains blind mole rat chromosome/scaffold end (bp)
## 2846 Query protein or transcript ID
## 2847 Last common ancestor with Upper Galilee mountains blind mole rat
## 2848 Upper Galilee mountains blind mole rat homology type
## 2849 %id. target Upper Galilee mountains blind mole rat gene identical to query gene
## 2850 %id. query gene identical to target Upper Galilee mountains blind mole rat gene
## 2851 Upper Galilee mountains blind mole rat Gene-order conservation score
## 2852 Upper Galilee mountains blind mole rat Whole-genome alignment coverage
## 2853 Upper Galilee mountains blind mole rat orthology confidence [0 low, 1 high]
## 2854 Vaquita gene stable ID
## 2855 Vaquita gene name
## 2856 Vaquita protein or transcript stable ID
## 2857 Vaquita chromosome/scaffold name
## 2858 Vaquita chromosome/scaffold start (bp)
## 2859 Vaquita chromosome/scaffold end (bp)
## 2860 Query protein or transcript ID
## 2861 Last common ancestor with Vaquita
## 2862 Vaquita homology type
## 2863 %id. target Vaquita gene identical to query gene
## 2864 %id. query gene identical to target Vaquita gene
## 2865 Vaquita Gene-order conservation score
## 2866 Vaquita Whole-genome alignment coverage
## 2867 Vaquita orthology confidence [0 low, 1 high]
## 2868 Vervet-AGM gene stable ID
## 2869 Vervet-AGM gene name
## 2870 Vervet-AGM protein or transcript stable ID
## 2871 Vervet-AGM chromosome/scaffold name
## 2872 Vervet-AGM chromosome/scaffold start (bp)
## 2873 Vervet-AGM chromosome/scaffold end (bp)
## 2874 Query protein or transcript ID
## 2875 Last common ancestor with Vervet-AGM
## 2876 Vervet-AGM homology type
## 2877 %id. target Vervet-AGM gene identical to query gene
## 2878 %id. query gene identical to target Vervet-AGM gene
## 2879 Vervet-AGM Gene-order conservation score
## 2880 Vervet-AGM Whole-genome alignment coverage
## 2881 Vervet-AGM orthology confidence [0 low, 1 high]
## 2882 Wallaby gene stable ID
## 2883 Wallaby gene name
## 2884 Wallaby protein or transcript stable ID
## 2885 Wallaby chromosome/scaffold name
## 2886 Wallaby chromosome/scaffold start (bp)
## 2887 Wallaby chromosome/scaffold end (bp)
## 2888 Query protein or transcript ID
## 2889 Last common ancestor with Wallaby
## 2890 Wallaby homology type
## 2891 %id. target Wallaby gene identical to query gene
## 2892 %id. query gene identical to target Wallaby gene
## 2893 Wallaby Gene-order conservation score
## 2894 Wallaby Whole-genome alignment coverage
## 2895 Wallaby orthology confidence [0 low, 1 high]
## 2896 White-tufted-ear marmoset gene stable ID
## 2897 White-tufted-ear marmoset gene name
## 2898 White-tufted-ear marmoset protein or transcript stable ID
## 2899 White-tufted-ear marmoset chromosome/scaffold name
## 2900 White-tufted-ear marmoset chromosome/scaffold start (bp)
## 2901 White-tufted-ear marmoset chromosome/scaffold end (bp)
## 2902 Query protein or transcript ID
## 2903 Last common ancestor with White-tufted-ear marmoset
## 2904 White-tufted-ear marmoset homology type
## 2905 %id. target White-tufted-ear marmoset gene identical to query gene
## 2906 %id. query gene identical to target White-tufted-ear marmoset gene
## 2907 White-tufted-ear marmoset Gene-order conservation score
## 2908 White-tufted-ear marmoset Whole-genome alignment coverage
## 2909 White-tufted-ear marmoset orthology confidence [0 low, 1 high]
## 2910 Wild yak gene stable ID
## 2911 Wild yak gene name
## 2912 Wild yak protein or transcript stable ID
## 2913 Wild yak chromosome/scaffold name
## 2914 Wild yak chromosome/scaffold start (bp)
## 2915 Wild yak chromosome/scaffold end (bp)
## 2916 Query protein or transcript ID
## 2917 Last common ancestor with Wild yak
## 2918 Wild yak homology type
## 2919 %id. target Wild yak gene identical to query gene
## 2920 %id. query gene identical to target Wild yak gene
## 2921 Wild yak Gene-order conservation score
## 2922 Wild yak Whole-genome alignment coverage
## 2923 Wild yak orthology confidence [0 low, 1 high]
## 2924 Yarkand deer gene stable ID
## 2925 Yarkand deer gene name
## 2926 Yarkand deer protein or transcript stable ID
## 2927 Yarkand deer chromosome/scaffold name
## 2928 Yarkand deer chromosome/scaffold start (bp)
## 2929 Yarkand deer chromosome/scaffold end (bp)
## 2930 Query protein or transcript ID
## 2931 Last common ancestor with Yarkand deer
## 2932 Yarkand deer homology type
## 2933 %id. target Yarkand deer gene identical to query gene
## 2934 %id. query gene identical to target Yarkand deer gene
## 2935 Yarkand deer Gene-order conservation score
## 2936 Yarkand deer Whole-genome alignment coverage
## 2937 Yarkand deer orthology confidence [0 low, 1 high]
## 2938 Yellowtail amberjack gene stable ID
## 2939 Yellowtail amberjack gene name
## 2940 Yellowtail amberjack protein or transcript stable ID
## 2941 Yellowtail amberjack chromosome/scaffold name
## 2942 Yellowtail amberjack chromosome/scaffold start (bp)
## 2943 Yellowtail amberjack chromosome/scaffold end (bp)
## 2944 Query protein or transcript ID
## 2945 Last common ancestor with Yellowtail amberjack
## 2946 Yellowtail amberjack homology type
## 2947 %id. target Yellowtail amberjack gene identical to query gene
## 2948 %id. query gene identical to target Yellowtail amberjack gene
## 2949 Yellowtail amberjack Gene-order conservation score
## 2950 Yellowtail amberjack Whole-genome alignment coverage
## 2951 Yellowtail amberjack orthology confidence [0 low, 1 high]
## 2952 Zebra finch gene stable ID
## 2953 Zebra finch gene name
## 2954 Zebra finch protein or transcript stable ID
## 2955 Zebra finch chromosome/scaffold name
## 2956 Zebra finch chromosome/scaffold start (bp)
## 2957 Zebra finch chromosome/scaffold end (bp)
## 2958 Query protein or transcript ID
## 2959 Last common ancestor with Zebra finch
## 2960 Zebra finch homology type
## 2961 %id. target Zebra finch gene identical to query gene
## 2962 %id. query gene identical to target Zebra finch gene
## 2963 Zebra finch Gene-order conservation score
## 2964 Zebra finch Whole-genome alignment coverage
## 2965 Zebra finch orthology confidence [0 low, 1 high]
## 2966 Zebra mbuna gene stable ID
## 2967 Zebra mbuna gene name
## 2968 Zebra mbuna protein or transcript stable ID
## 2969 Zebra mbuna chromosome/scaffold name
## 2970 Zebra mbuna chromosome/scaffold start (bp)
## 2971 Zebra mbuna chromosome/scaffold end (bp)
## 2972 Query protein or transcript ID
## 2973 Last common ancestor with Zebra mbuna
## 2974 Zebra mbuna homology type
## 2975 %id. target Zebra mbuna gene identical to query gene
## 2976 %id. query gene identical to target Zebra mbuna gene
## 2977 Zebra mbuna Gene-order conservation score
## 2978 Zebra mbuna Whole-genome alignment coverage
## 2979 Zebra mbuna orthology confidence [0 low, 1 high]
## 2980 Zebrafish gene stable ID
## 2981 Zebrafish gene name
## 2982 Zebrafish protein or transcript stable ID
## 2983 Zebrafish chromosome/scaffold name
## 2984 Zebrafish chromosome/scaffold start (bp)
## 2985 Zebrafish chromosome/scaffold end (bp)
## 2986 Query protein or transcript ID
## 2987 Last common ancestor with Zebrafish
## 2988 Zebrafish homology type
## 2989 %id. target Zebrafish gene identical to query gene
## 2990 %id. query gene identical to target Zebrafish gene
## 2991 Zebrafish Gene-order conservation score
## 2992 Zebrafish Whole-genome alignment coverage
## 2993 Zebrafish orthology confidence [0 low, 1 high]
## 2994 Zig-zag eel gene stable ID
## 2995 Zig-zag eel gene name
## 2996 Zig-zag eel protein or transcript stable ID
## 2997 Zig-zag eel chromosome/scaffold name
## 2998 Zig-zag eel chromosome/scaffold start (bp)
## 2999 Zig-zag eel chromosome/scaffold end (bp)
## 3000 Query protein or transcript ID
## 3001 Last common ancestor with Zig-zag eel
## 3002 Zig-zag eel homology type
## 3003 %id. target Zig-zag eel gene identical to query gene
## 3004 %id. query gene identical to target Zig-zag eel gene
## 3005 Zig-zag eel Gene-order conservation score
## 3006 Zig-zag eel orthology confidence [0 low, 1 high]
## 3007 Human paralogue gene stable ID
## 3008 Human paralogue associated gene name
## 3009 Human paralogue protein or transcript ID
## 3010 Human paralogue chromosome/scaffold name
## 3011 Human paralogue chromosome/scaffold start (bp)
## 3012 Human paralogue chromosome/scaffold end (bp)
## 3013 Paralogue query protein or transcript ID
## 3014 Paralogue last common ancestor with Human
## 3015 Human paralogue homology type
## 3016 Paralogue %id. target Human gene identical to query gene
## 3017 Paralogue %id. query gene identical to target Human gene
## 3018 Gene stable ID
## 3019 Gene stable ID version
## 3020 Version (gene)
## 3021 Transcript stable ID
## 3022 Transcript stable ID version
## 3023 Version (transcript)
## 3024 Protein stable ID
## 3025 Protein stable ID version
## 3026 Version (protein)
## 3027 Chromosome/scaffold name
## 3028 Gene start (bp)
## 3029 Gene end (bp)
## 3030 Strand
## 3031 Karyotype band
## 3032 Gene name
## 3033 Source of gene name
## 3034 Transcript count
## 3035 Gene % GC content
## 3036 Gene description
## 3037 Variant name
## 3038 Variant source
## 3039 Variant source description
## 3040 Variant alleles
## 3041 Variant supporting evidence
## 3042 Mapweight
## 3043 Minor allele
## 3044 Minor allele frequency
## 3045 Minor allele count
## 3046 Clinical significance
## 3047 Transcript location (bp)
## 3048 Variant chromosome Strand
## 3049 Protein location (aa)
## 3050 chromosome/scaffold position start (bp)
## 3051 Chromosome/scaffold position end (bp)
## 3052 PolyPhen prediction
## 3053 PolyPhen score
## 3054 SIFT prediction
## 3055 SIFT score
## 3056 Distance to transcript
## 3057 CDS start
## 3058 CDS end
## 3059 Protein allele
## 3060 Variant consequence
## 3061 Consequence specific allele
## 3062 Gene stable ID
## 3063 Gene stable ID version
## 3064 Version (gene)
## 3065 Transcript stable ID
## 3066 Transcript stable ID version
## 3067 Version (transcript)
## 3068 Protein stable ID
## 3069 Protein stable ID version
## 3070 Version (protein)
## 3071 Chromosome/scaffold name
## 3072 Gene start (bp)
## 3073 Gene end (bp)
## 3074 Strand
## 3075 Karyotype band
## 3076 Gene name
## 3077 Source of gene name
## 3078 Transcript count
## 3079 Gene % GC content
## 3080 Gene description
## 3081 Variant name
## 3082 Variant source
## 3083 Variant source description
## 3084 Variant alleles
## 3085 Variant supporting evidence
## 3086 Mapweight
## 3087 Transcript location (bp)
## 3088 Variant chromosome/scaffold strand
## 3089 Protein location (aa)
## 3090 Chromosome/scaffold position start (bp)
## 3091 Chromosome/scaffold position end (bp)
## 3092 Distance to transcript
## 3093 CDS start
## 3094 CDS end
## 3095 Variant consequence
## 3096 Consequence specific allele
## 3097 Unspliced (Transcript)
## 3098 Unspliced (Gene)
## 3099 Flank (Transcript)
## 3100 Flank (Gene)
## 3101 Flank-coding region (Transcript)
## 3102 Flank-coding region (Gene)
## 3103 5' UTR
## 3104 3' UTR
## 3105 Exon sequences
## 3106 cDNA sequences
## 3107 Coding sequence
## 3108 Peptide
## 3109 upstream_flank
## 3110 downstream_flank
## 3111 Gene stable ID
## 3112 Gene stable ID version
## 3113 Gene description
## 3114 Gene name
## 3115 Source of gene name
## 3116 Chromosome/scaffold name
## 3117 Gene start (bp)
## 3118 Gene end (bp)
## 3119 Gene type
## 3120 Version (gene)
## 3121 UniParc ID
## 3122 UniProtKB/Swiss-Prot ID
## 3123 UniProtKB/TrEMBL ID
## 3124 CDS start (within cDNA)
## 3125 CDS end (within cDNA)
## 3126 5' UTR start
## 3127 5' UTR end
## 3128 3' UTR start
## 3129 3' UTR end
## 3130 Transcript stable ID
## 3131 Transcript stable ID version
## 3132 Protein stable ID
## 3133 Protein stable ID version
## 3134 Transcript type
## 3135 Version (transcript)
## 3136 Version (protein)
## 3137 Strand
## 3138 Transcript start (bp)
## 3139 Transcript end (bp)
## 3140 Transcription start site (TSS)
## 3141 Transcript length (including UTRs and CDS)
## 3142 CDS Length
## 3143 CDS start
## 3144 CDS end
## 3145 Exon stable ID
## 3146 Exon region start (bp)
## 3147 Exon region end (bp)
## 3148 Strand
## 3149 Exon rank in transcript
## 3150 Start phase
## 3151 End phase
## 3152 cDNA coding start
## 3153 cDNA coding end
## 3154 Genomic coding start
## 3155 Genomic coding end
## 3156 Constitutive exon
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## 202 structure
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## 239 structure
## 240 structure
## 241 structure
## 242 homologs
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## 2974 homologs
## 2975 homologs
## 2976 homologs
## 2977 homologs
## 2978 homologs
## 2979 homologs
## 2980 homologs
## 2981 homologs
## 2982 homologs
## 2983 homologs
## 2984 homologs
## 2985 homologs
## 2986 homologs
## 2987 homologs
## 2988 homologs
## 2989 homologs
## 2990 homologs
## 2991 homologs
## 2992 homologs
## 2993 homologs
## 2994 homologs
## 2995 homologs
## 2996 homologs
## 2997 homologs
## 2998 homologs
## 2999 homologs
## 3000 homologs
## 3001 homologs
## 3002 homologs
## 3003 homologs
## 3004 homologs
## 3005 homologs
## 3006 homologs
## 3007 homologs
## 3008 homologs
## 3009 homologs
## 3010 homologs
## 3011 homologs
## 3012 homologs
## 3013 homologs
## 3014 homologs
## 3015 homologs
## 3016 homologs
## 3017 homologs
## 3018 snp
## 3019 snp
## 3020 snp
## 3021 snp
## 3022 snp
## 3023 snp
## 3024 snp
## 3025 snp
## 3026 snp
## 3027 snp
## 3028 snp
## 3029 snp
## 3030 snp
## 3031 snp
## 3032 snp
## 3033 snp
## 3034 snp
## 3035 snp
## 3036 snp
## 3037 snp
## 3038 snp
## 3039 snp
## 3040 snp
## 3041 snp
## 3042 snp
## 3043 snp
## 3044 snp
## 3045 snp
## 3046 snp
## 3047 snp
## 3048 snp
## 3049 snp
## 3050 snp
## 3051 snp
## 3052 snp
## 3053 snp
## 3054 snp
## 3055 snp
## 3056 snp
## 3057 snp
## 3058 snp
## 3059 snp
## 3060 snp
## 3061 snp
## 3062 snp_somatic
## 3063 snp_somatic
## 3064 snp_somatic
## 3065 snp_somatic
## 3066 snp_somatic
## 3067 snp_somatic
## 3068 snp_somatic
## 3069 snp_somatic
## 3070 snp_somatic
## 3071 snp_somatic
## 3072 snp_somatic
## 3073 snp_somatic
## 3074 snp_somatic
## 3075 snp_somatic
## 3076 snp_somatic
## 3077 snp_somatic
## 3078 snp_somatic
## 3079 snp_somatic
## 3080 snp_somatic
## 3081 snp_somatic
## 3082 snp_somatic
## 3083 snp_somatic
## 3084 snp_somatic
## 3085 snp_somatic
## 3086 snp_somatic
## 3087 snp_somatic
## 3088 snp_somatic
## 3089 snp_somatic
## 3090 snp_somatic
## 3091 snp_somatic
## 3092 snp_somatic
## 3093 snp_somatic
## 3094 snp_somatic
## 3095 snp_somatic
## 3096 snp_somatic
## 3097 sequences
## 3098 sequences
## 3099 sequences
## 3100 sequences
## 3101 sequences
## 3102 sequences
## 3103 sequences
## 3104 sequences
## 3105 sequences
## 3106 sequences
## 3107 sequences
## 3108 sequences
## 3109 sequences
## 3110 sequences
## 3111 sequences
## 3112 sequences
## 3113 sequences
## 3114 sequences
## 3115 sequences
## 3116 sequences
## 3117 sequences
## 3118 sequences
## 3119 sequences
## 3120 sequences
## 3121 sequences
## 3122 sequences
## 3123 sequences
## 3124 sequences
## 3125 sequences
## 3126 sequences
## 3127 sequences
## 3128 sequences
## 3129 sequences
## 3130 sequences
## 3131 sequences
## 3132 sequences
## 3133 sequences
## 3134 sequences
## 3135 sequences
## 3136 sequences
## 3137 sequences
## 3138 sequences
## 3139 sequences
## 3140 sequences
## 3141 sequences
## 3142 sequences
## 3143 sequences
## 3144 sequences
## 3145 sequences
## 3146 sequences
## 3147 sequences
## 3148 sequences
## 3149 sequences
## 3150 sequences
## 3151 sequences
## 3152 sequences
## 3153 sequences
## 3154 sequences
## 3155 sequences
## 3156 sequencestx2gene <- getBM(attributes = c("ensembl_transcript_id_version", "hgnc_symbol"), mart = mart, useCache = FALSE)
head(tx2gene)## ensembl_transcript_id_version hgnc_symbol
## 1 ENST00000387314.1 MT-TF
## 2 ENST00000389680.2 MT-RNR1
## 3 ENST00000387342.1 MT-TV
## 4 ENST00000387347.2 MT-RNR2
## 5 ENST00000386347.1 MT-TL1
## 6 ENST00000361390.2 MT-ND1TXI object
txi <- tximport(files, type = "kallisto", tx2gene = tx2gene)
head(txi$counts)## D_CON1 D_CON2 D_CON3 D_TREAT1 D_TREAT2
## 320239.33685 279214.59791 310829.19263 3.660786e+05 3.268363e+05
## A1BG 79.16316 19.52848 16.26144 4.146486e+01 3.923610e+01
## A1CF 4.00000 0.00000 6.00253 4.006365e+00 4.031743e+00
## A2M 4126.00000 1005.00000 1374.00000 6.950000e+02 1.529000e+03
## A2ML1 17.93577 14.40054 13.08318 9.010019e+00 1.881112e+01
## A2MP1 7.00000 11.00000 2.00000 1.800000e+01 9.000000e+00
## D_TREAT3 H_CON1 H_CON2 H_CON3 H_CYTKN1
## 265697.16538 350090.2698 2.686039e+05 2.260295e+05 3.253813e+05
## A1BG 45.90271 56.5765 1.015497e+02 3.824340e+01 7.106578e+01
## A1CF 0.00000 1.0000 0.000000e+00 4.008713e+00 4.000000e+00
## A2M 2930.00000 3003.0000 8.760000e+02 5.580000e+02 6.465000e+03
## A2ML1 15.06801 16.6282 7.492394e+00 4.028411e+00 8.244331e+00
## A2MP1 4.00000 5.0000 3.000000e+00 1.000000e+01 1.000000e+01
## H_CYTKN2 H_CYTKN3 H_TREAT1 H_TREAT2 H_TREAT3
## 2.949614e+05 374090.09195 2.641537e+05 2.943063e+05 223570.33200
## A1BG 6.908696e+01 56.30732 6.004986e+01 4.121510e+01 61.27979
## A1CF 3.000659e+00 2.00000 7.009629e+00 1.009330e+00 0.00000
## A2M 3.740000e+02 1294.00000 1.070000e+02 1.854000e+03 102.00000
## A2ML1 5.297068e+00 12.00922 8.069787e+00 8.022131e+00 18.58668
## A2MP1 1.000000e+00 10.00000 3.000000e+00 1.300000e+01 3.00000Beware DDS object
dds <- DESeqDataSetFromTximport(txi, colData = samples, design = ~ replicate + condition )Start to change case by case Relevel
dds$condition <- relevel(dds$condition, ref = "healthy_control")
dds <- DESeq(dds)
resultsNames(dds)## [1] "Intercept"
## [2] "replicate_2_vs_1"
## [3] "replicate_3_vs_1"
## [4] "condition_disease_control_vs_healthy_control"
## [5] "condition_disease_treatment_vs_healthy_control"
## [6] "condition_healthy_cytokine_vs_healthy_control"
## [7] "condition_healthy_treatment_vs_healthy_control"extract counts
counts <- counts(dds, normalized=TRUE)transform counts
## DESeq2 is weird about extracting transformations as a matrix - you must use `assay()`
log2 <- assay(normTransform(dds))
rld <- assay(rlog(dds))## x-axis is the transformed mean not the raw mean..
log2_plt <- meanSdPlot(log2, ranks=FALSE, plot=FALSE)
log2_plt$gg + ggtitle("Log2 + PC Transformation") + xlim(0,20)
rld_plt <- meanSdPlot(rld, ranks=FALSE, plot=FALSE)
rld_plt$gg + ggtitle("Rlog Transformation") + xlim(0,20)
Sample heatmap
rld <- assay(rlog(dds))
sampleDists <- dist(t(rld))
## Place distances in matrix
sampleDistMatrix <- as.matrix(sampleDists)
## Optional, remove colnames
colnames(sampleDistMatrix) <- NULL
## create annotation dataframe
ann <- data.frame(Condition = samples$condition)
col <- c("blue", "red1")
names(col) <- c("treatment", "control")
ann_col <- list(Condition = col)
## match annotation rownames to distance mat
rownames(ann) <- rownames(sampleDistMatrix)
pheatmap(mat=sampleDistMatrix,
## pass distance metric calculated to heatmap
clustering_distance_rows=sampleDists,
clustering_distance_cols=sampleDists,
## pass annotation dataframe
## add colors
#annotation_colors = ann_col,
## heatmap colours
col=hcl.colors(100,"GnBu",rev=T))
PCA
p <- pca(rld, metadata = samples)
biplot(p,
colby = 'condition',
colkey = c('healthy_treatment'='royalblue', 'healthy_control'='red1',
'healthy_cytokine' = 'forestgreen', 'disease_control' = 'purple',
'disease_treatment' = 'gold'),
ellipse = T,
hline = 0,
vline = 0,
legendPosition = 'right',
legendLabSize = 12,
legendIconSize = 8.0,
title = 'PCA bi-plot',
subtitle = 'PC1 versus PC2')
DESeq
# make healthy_cytokine vs healthy_control
h_con_v_h_cyto <- results(dds, filterFun=ihw, alpha=0.05,pAdjustMethod ='BH', c("condition", "healthy_cytokine", "healthy_control"))
summary(h_con_v_h_cyto)##
## out of 23094 with nonzero total read count
## adjusted p-value < 0.05
## LFC > 0 (up) : 1764, 7.6%
## LFC < 0 (down) : 1373, 5.9%
## outliers [1] : 0, 0%
## [1] see 'cooksCutoff' argument of ?results
## see metadata(res)$ihwResult on hypothesis weightingres1 <- lfcShrink(dds=dds, res=h_con_v_h_cyto, coef=6, type="apeglm")
summary(res1)##
## out of 23094 with nonzero total read count
## adjusted p-value < 0.05
## LFC > 0 (up) : 1764, 7.6%
## LFC < 0 (down) : 1373, 5.9%
## outliers [1] : 0, 0%
## [1] see 'cooksCutoff' argument of ?results
## see metadata(res)$ihwResult on hypothesis weightingfunction
#resdf<- as.data.frame(res)
get_upregulated <- function(df){
key <- intersect(rownames(df)[which(df$log2FoldChange>=1)], rownames(df)[which(df$padj<=0.01)])
results <- as.data.frame((df)[which(rownames(df) %in% key),])
return(results)
}
get_downregulated <- function(df){
key <- intersect(rownames(df)[which(df$log2FoldChange<=-1)],rownames(df)[which(df$padj<=0.01)])
results <- as.data.frame((df)[which(rownames(df) %in% key),])
return(results)
}
de_up <- get_upregulated(as.data.frame(res1))
de_up## baseMean log2FoldChange lfcSE pvalue padj
## ABCA1 465.03262 2.276044 0.4660556 4.080967e-08 1.529277e-06
## ABL1 6655.70067 1.160539 0.1686530 4.515174e-13 3.598308e-11
## ACO1 5636.92455 1.468141 0.1256035 1.186891e-32 7.002231e-30
## ACSL4 3137.37338 1.161492 0.3424450 3.609074e-05 5.061742e-04
## ADAMTS1 27200.92304 1.220355 0.5234274 8.919441e-04 5.694897e-03
## ADAMTS6 292.98752 1.710356 0.6030130 1.369170e-04 1.731944e-03
## ADM 2833.82075 1.428694 0.2976183 8.812256e-08 2.915090e-06
## ADORA2A 71.33919 2.684819 0.3718029 2.268519e-14 3.493971e-12
## AFP 36.47333 2.574054 0.5468393 1.131794e-07 3.289252e-06
## AKR1B1 8299.06491 2.615382 0.1972541 1.091626e-41 2.240890e-38
## AKR1C1 6201.26507 3.160914 0.5694378 6.751833e-10 3.156608e-08
## AKR1C2 3337.84393 2.504152 0.5444392 7.392330e-08 2.427718e-06
## AKR1C3 805.57046 1.435340 0.5445224 3.010543e-04 2.991007e-03
## AMPD3 862.44745 1.063115 0.2941902 2.468059e-05 3.569613e-04
## AMPH 554.66505 2.048781 0.3977750 1.143369e-08 4.933402e-07
## ANGPT1 1246.13825 1.678147 0.3151492 5.097469e-09 2.366670e-07
## ANGPTL4 446.94474 1.488122 0.3519777 1.087481e-06 2.867835e-05
## ANO9 32.13292 2.814630 1.5157907 8.815396e-04 6.752759e-03
## ARHGAP24 226.20611 1.015431 0.4080003 8.059223e-04 8.194547e-03
## ARRDC3 1364.29293 1.283630 0.4292531 1.066529e-04 1.218908e-03
## ATP8B4 36.87810 2.542212 0.5784458 5.165966e-07 1.260459e-05
## BASP1 3549.10445 1.146532 0.2596612 8.012599e-07 1.846862e-05
## BCL2A1 63.62805 5.593233 1.0408408 1.192158e-09 7.140627e-08
## BDNF 901.35053 3.467979 0.4864835 1.293803e-14 1.735941e-12
## BID 980.93288 2.007908 0.1606726 4.342153e-37 7.557843e-34
## BIRC3 939.60729 1.817804 0.3435916 5.608836e-09 2.895410e-07
## BMP2 350.90647 2.953066 0.6228562 3.481473e-08 1.455709e-06
## BMP6 687.38669 2.031781 0.3258368 2.486470e-11 2.042104e-09
## BNIP3 4089.90977 1.082938 0.3184158 3.899369e-05 4.248846e-04
## C10orf90 82.15803 1.213120 0.3087706 6.169842e-06 1.321267e-04
## C11orf96 1049.77860 1.632942 0.5705351 1.787587e-04 1.936189e-03
## C15orf48 356.90271 9.925556 0.9627993 9.293877e-25 4.832101e-22
## C1orf53 44.96728 1.231393 0.3236223 1.046646e-05 2.070513e-04
## C1QTNF1 3351.86200 2.882125 0.2562107 3.764796e-31 2.129641e-28
## C2CD4A 22.50980 3.209395 0.9080476 4.871428e-06 1.397651e-04
## C2CD4B 12.99342 8.514112 2.8903616 4.327887e-07 1.604328e-05
## C3 23800.19915 3.972832 0.3852386 1.962403e-26 5.844584e-24
## CA12 15796.41722 1.766609 0.6149719 1.486958e-04 1.311672e-03
## CA9 239.52151 4.003972 0.8653765 8.563682e-09 4.099859e-07
## CABLES1 2557.54423 3.352638 0.4089590 2.821554e-18 5.853555e-16
## CCL2 6948.15483 4.906176 0.4119234 5.446453e-35 4.929453e-32
## CCL20 112.04274 6.553882 0.9074407 4.737632e-14 1.060797e-11
## CCL5 42.81536 2.882088 0.8003010 7.753401e-06 1.321267e-04
## CCL7 78.29765 4.012090 0.9489262 2.079563e-07 7.188965e-06
## CCN6 1340.58301 1.543086 0.1791270 3.645201e-19 9.358000e-17
## CCR7 121.86676 1.399034 0.4131390 3.866871e-05 6.803503e-04
## CD274 59.63699 1.765940 0.7243918 3.448274e-04 3.847575e-03
## CD38 80.89254 2.029369 0.6125662 4.136092e-05 6.297958e-04
## CD55 9052.82153 2.130531 0.4116630 1.050683e-08 3.897355e-07
## CD82 3386.48913 1.167447 0.4049581 1.889085e-04 1.638324e-03
## CD83 424.70966 2.899131 0.5674363 5.461308e-09 3.310865e-07
## CDKN2B 820.62901 1.684023 0.2535194 1.743866e-12 1.817327e-10
## CEMIP2 778.70461 1.027237 0.3316445 1.477828e-04 1.592737e-03
## CFB 25389.85842 4.066095 0.3347143 3.072045e-36 4.170650e-33
## CFH 9729.42827 1.224133 0.2806091 9.736690e-07 1.737929e-05
## CH25H 846.20354 3.109195 0.4079013 8.393514e-16 1.473195e-13
## CHEK2 681.37664 1.112820 0.2657027 2.297430e-06 5.157472e-05
## CHI3L2 1588.19170 1.885264 0.5088437 5.758170e-06 1.206835e-04
## CHMP1B 4889.54652 1.686867 0.2147426 2.194260e-16 3.124738e-14
## CHRDL2 1042.83543 5.443001 0.4913667 7.070423e-30 4.612111e-27
## CHST7 141.46388 1.614188 0.4299934 8.150417e-06 1.665836e-04
## CLDN1 2382.39367 2.433112 0.4015088 4.039948e-11 2.636870e-09
## CMIP 2073.59015 1.007849 0.2956176 4.701586e-05 6.971286e-04
## COL3A1 134745.27588 1.454210 0.1617644 1.715147e-20 3.663685e-18
## COL4A1 6671.74704 1.453020 0.4388341 4.268453e-05 4.582409e-04
## COL4A2 12450.25954 1.149191 0.3623390 9.736457e-05 1.024871e-03
## COL4A3 67.27366 1.843122 0.7066560 2.585435e-04 2.412288e-03
## COL4A4 128.16294 3.086995 0.5172637 8.785306e-11 7.352196e-09
## COL7A1 7256.60355 2.329836 0.3591988 3.462488e-12 2.584193e-10
## CPXM1 186.46651 4.696889 1.9412147 5.424727e-05 7.862948e-04
## CSF1 16717.88347 2.380784 0.2832104 2.292038e-18 3.680027e-16
## CSF2 83.41368 8.189383 1.1567609 1.931491e-13 2.071382e-11
## CSF3 70.13287 8.170180 1.4631797 2.000913e-10 1.168794e-08
## CSGALNACT1 3914.48951 1.975951 0.4309129 1.495026e-07 4.336898e-06
## CSPG4BP 41.49249 2.142682 0.4901678 5.469232e-07 1.640792e-05
## CTSS 554.15770 3.890583 0.3493298 3.059666e-31 2.008974e-28
## CXCL1 32711.57277 7.907546 0.9130081 1.632773e-21 4.346423e-19
## CXCL10 12.58279 7.850994 2.7809202 4.449373e-07 1.640792e-05
## CXCL2 2029.08118 6.948940 0.4326570 1.953808e-60 1.623635e-56
## CXCL3 3229.66730 8.611662 0.7174166 8.244308e-35 6.265228e-32
## CXCL5 3484.83230 10.428798 0.9135591 4.254669e-36 4.792012e-33
## CXCL6 28903.02703 11.159461 0.9715438 8.596883e-35 6.265228e-32
## CXCL8 26185.90259 10.162949 0.9061936 7.181194e-36 6.533708e-33
## CXXC4 18.08296 3.463219 1.3571264 1.341065e-04 2.072722e-03
## CYP24A1 394.71666 7.791313 1.1058829 2.069763e-15 4.128206e-13
## CYP7B1 1045.51622 1.614649 0.3148925 1.377678e-08 6.275655e-07
## CYTL1 987.99060 2.961284 0.4991673 5.062139e-11 3.036556e-09
## DAAM1 943.72201 1.159194 0.2372182 7.363813e-08 2.514763e-06
## DAW1 146.46341 2.179103 0.5621666 4.148430e-06 9.293685e-05
## DCLK1 8608.75012 1.285103 0.5054369 4.781096e-04 3.838806e-03
## DENND2A 857.94894 2.323267 0.4972123 1.029709e-07 3.339116e-06
## DNER 645.87973 2.386771 0.3080637 2.733930e-16 4.751861e-14
## DOK6 462.13873 1.074718 0.4477316 9.695770e-04 8.114456e-03
## DRAM1 3023.54647 1.848709 0.2191986 1.823549e-18 3.680027e-16
## DSEL 2316.46606 1.193843 0.2278407 1.428064e-08 5.040634e-07
## DUSP1 7994.16994 1.212798 0.1610189 4.130814e-15 4.939651e-13
## DUSP16 754.84804 1.429902 0.1706462 3.422839e-18 6.712910e-16
## DUSP4 1202.22541 1.059275 0.4565197 1.027998e-03 8.737817e-03
## DUSP5 1663.53313 1.023735 0.2742908 1.607484e-05 2.897692e-04
## EDN1 592.89487 1.567095 0.4398385 1.678552e-05 2.767370e-04
## EDNRA 334.60010 1.441827 0.5512528 3.532205e-04 3.752964e-03
## EDNRB 594.74542 5.958515 0.6488891 2.088324e-22 7.101642e-20
## EFEMP1 32626.14693 1.372039 0.5091105 3.222683e-04 2.399512e-03
## EGLN3 46.80327 2.295834 0.7156171 3.757441e-05 6.722620e-04
## ELF3 143.86339 4.880101 0.7482806 3.368941e-13 4.092605e-11
## ELOVL3 66.88574 2.463906 0.5241836 1.123131e-07 3.948542e-06
## EPAS1 13523.61618 1.668289 0.1616268 3.505542e-26 1.321992e-23
## EPG5 6165.43851 1.226277 0.1675625 2.090804e-14 2.075224e-12
## EPHB2 628.49952 1.152278 0.3205884 1.914231e-05 3.366866e-04
## EPSTI1 381.32923 1.116156 0.4136046 4.531330e-04 5.559747e-03
## ETV4 122.64795 1.645119 0.6427106 3.213273e-04 3.929901e-03
## F3 120.99664 2.170231 0.4030660 1.890017e-09 1.698333e-07
## F5 66.45194 2.711591 1.1985841 3.407023e-04 3.629434e-03
## FAM107B 2009.60626 1.662188 0.2888911 4.072000e-10 2.565463e-08
## FAM124A 306.37736 1.130248 0.3176520 2.314857e-05 4.548821e-04
## FAM167A 224.21606 1.722548 0.3901769 4.326022e-07 1.474554e-05
## FBN2 7401.71551 2.403073 0.3328817 1.366125e-14 1.330884e-12
## FBXW10B 113.44539 1.607213 0.3887354 1.978999e-06 5.356416e-05
## FCAMR 10.48814 7.036031 2.7855799 1.382114e-05 5.055198e-04
## FGF10 445.02641 2.883485 0.7653613 3.268645e-06 7.538085e-05
## FGF11 265.67106 1.708681 0.5909880 1.582953e-04 1.912880e-03
## FGF7 3056.95082 1.291975 0.3401144 9.166722e-06 1.545314e-04
## FGFBP1 1082.11557 2.650437 1.4209102 8.023996e-04 7.217507e-03
## FIBIN 352.60172 2.430143 0.5433986 1.540340e-07 6.445540e-06
## FILIP1L 431.24091 2.619978 0.5316456 3.568290e-08 1.455709e-06
## FLVCR2 215.26705 1.005714 0.2660343 1.386131e-05 2.867781e-04
## FOXF1 2784.77357 1.601848 0.1668192 4.308613e-23 1.241406e-20
## FTH1 122229.86391 1.199643 0.2094676 7.999828e-10 3.992896e-08
## G0S2 544.87263 3.651762 0.5147125 9.886361e-15 1.431962e-12
## GABARAPL1 3974.02613 1.409178 0.2237985 2.041120e-11 1.295880e-09
## GABBR2 72.06285 2.816417 0.4976570 5.234195e-10 2.653215e-08
## GALNT2 13438.35183 1.071895 0.1704638 2.709874e-11 1.830329e-09
## GAS6 27250.25738 1.132790 0.4511261 6.383884e-04 4.802004e-03
## GCH1 466.49819 2.882625 0.4214132 2.382292e-13 2.725518e-11
## GFRA2 112.01101 4.656560 0.7890475 3.552448e-11 3.202222e-09
## GGT1 149.44482 1.603210 0.2419709 2.110115e-12 3.431054e-10
## GGTLC4P 35.04158 1.915129 0.6995543 1.980288e-04 2.003208e-03
## GJB2 20.93577 4.956773 1.2290809 1.872673e-06 6.025900e-05
## GK 430.66427 1.666420 0.3491639 8.364841e-08 3.148429e-06
## GLIPR2 756.14246 1.880504 0.3256781 3.924675e-10 2.268698e-08
## GLP2R 67.42843 2.284664 0.6274295 7.365464e-06 1.682156e-04
## GNA14 169.79936 2.749893 0.5577202 1.054597e-08 5.138992e-07
## GNG11 1340.14995 1.850969 0.3108603 1.146195e-10 7.352196e-09
## GOLGA8F 26.33479 2.709819 1.1799652 2.478914e-04 5.538380e-03
## GPC4 1499.87360 2.011327 0.6004305 2.847127e-05 3.655311e-04
## GPR37L1 34.53219 3.649666 0.5251710 1.548376e-13 2.305721e-11
## GPR39 80.80865 1.143867 0.5041864 1.145264e-03 8.052577e-03
## GPRC5A 960.17871 1.280662 0.4345385 1.393441e-04 1.756178e-03
## GRK5 1405.02601 1.067309 0.2767279 8.453544e-06 1.668100e-04
## GTF2IP4 5260.01168 1.647967 0.1582164 1.363242e-26 4.377624e-24
## H2AC19 537.80533 1.507735 0.2971823 2.316281e-08 9.637633e-07
## H2BC21 440.76307 1.271251 0.3264378 6.714943e-06 1.656585e-04
## HAS3 204.30759 2.898180 0.4359266 7.205918e-13 1.261814e-10
## HCK 10.30665 4.187152 1.6261798 2.831405e-04 4.169596e-03
## HDAC4 2550.44445 1.634355 0.2157827 2.340705e-15 3.209872e-13
## HERC4 5373.70773 1.099595 0.2214075 4.529255e-08 1.529277e-06
## HGD 18.64532 2.872361 0.9558806 7.570200e-05 2.090381e-03
## HMGN2P46 35.13501 1.293683 0.5404803 7.635157e-04 7.248663e-03
## HPD 1153.00802 3.729677 0.5084722 7.865967e-15 1.210154e-12
## HSD11B1 540.68553 6.002738 1.2574159 6.914809e-09 3.472818e-07
## HSD17B2 365.84855 4.028344 0.6364539 7.450539e-12 6.788542e-10
## ICAM1 1404.16628 1.916143 0.5803121 4.224052e-05 6.533569e-04
## ICOSLG 224.67602 1.783199 0.2539191 1.217263e-13 1.852168e-11
## IER3 3974.85263 2.725453 0.3177324 2.446048e-19 5.271094e-17
## IFI44L 46.43904 2.271758 0.5939790 4.580389e-06 1.128508e-04
## IFI6 1531.00820 2.571188 0.6082582 9.543393e-07 2.288055e-05
## IGFBP4 88399.60922 1.715470 0.1436407 3.944493e-34 2.818473e-31
## IL11 3345.92970 3.995213 0.7877209 6.603719e-09 2.810439e-07
## IL15 376.05126 1.929880 0.3508625 1.889321e-09 1.273077e-07
## IL15RA 348.75880 1.647649 0.2021605 2.263444e-17 4.965878e-15
## IL23A 43.57754 2.526227 0.7107010 7.160926e-06 1.426706e-04
## IL33 58.98826 2.919950 0.6183916 9.812123e-08 3.671613e-06
## IL4I1 59.48345 2.405653 0.9700168 3.084892e-04 3.507917e-03
## IL6 4809.04967 9.322718 0.5341973 2.379561e-74 3.230524e-70
## IL7 33.05351 1.639528 0.5079680 5.671347e-05 7.103914e-04
## IL7R 1527.47960 2.115711 0.6241675 1.684961e-05 2.696108e-04
## INHBA 8702.52261 1.667773 0.2926606 7.228055e-10 2.909077e-08
## INSL4 17.54594 3.207829 0.7793701 1.305195e-06 4.085370e-05
## IRAK2 548.29192 2.085001 0.3022745 1.610514e-13 1.930287e-11
## IRS1 3161.19696 1.225815 0.2073812 2.284762e-10 1.194147e-08
## JUP 989.22447 1.347839 0.3335794 3.335485e-06 6.344986e-05
## KCNE4 1734.08868 1.299845 0.3189655 2.862305e-06 6.472398e-05
## KCNJ2 163.34775 2.507245 0.8199799 5.204348e-05 7.980106e-04
## KIAA1217 1264.12405 1.802127 0.3212824 1.006565e-09 5.799984e-08
## KIFC3 4787.18361 1.031047 0.1920667 7.012377e-09 2.327926e-07
## KLF9 2014.52730 1.668228 0.2382253 1.585795e-13 2.021783e-11
## KLHL13 4800.42713 1.666913 0.2816783 1.746196e-10 8.325338e-09
## KRT7 2424.48339 1.735356 0.3338413 1.227540e-08 4.802666e-07
## KRT81 60.24806 1.428776 0.4568903 9.397372e-05 1.438101e-03
## KRT87P 123.96701 1.301992 0.5225192 6.047123e-04 6.498029e-03
## KSR1 1328.50997 1.030909 0.2731952 1.201784e-05 2.024884e-04
## KYNU 162.94664 2.524111 0.6262440 1.618985e-06 4.518899e-05
## LACC1 422.74125 1.125650 0.2506633 5.300434e-07 1.601291e-05
## LAMA4 6852.76614 1.388873 0.2910570 1.016998e-07 2.883258e-06
## LAMB3 1176.52547 1.942978 0.4509714 5.152012e-07 1.522439e-05
## LAMC2 430.89038 1.912673 0.3516134 2.682755e-09 1.494967e-07
## LCN2 196.60680 6.370909 0.7266167 6.747516e-21 2.078503e-18
## LCTL 314.62247 1.258772 0.4883221 4.817129e-04 5.821119e-03
## LDHA 28801.04133 1.430058 0.1858958 7.442459e-16 1.074892e-13
## LGALS9 34.23484 2.063940 0.7307280 1.172330e-04 1.725991e-03
## LIF 3132.71676 2.835136 0.5824283 1.438718e-08 5.868876e-07
## LRIG1 3999.24357 2.071473 0.2226711 7.022395e-22 1.801946e-19
## LRMDA 257.27071 1.045390 0.3329837 1.154969e-04 1.743846e-03
## LRP8 2214.12424 1.373195 0.3484651 4.426887e-06 8.164587e-05
## LRRN3 53.91866 1.913899 0.6732563 1.636274e-04 1.710680e-03
## LSAMP 1803.21289 1.238135 0.4286067 2.171309e-04 2.544966e-03
## LTBP1 6913.81851 1.372648 0.5456465 3.534664e-04 2.979035e-03
## LYPD1 433.36658 5.900929 0.6432980 1.552750e-22 7.101642e-20
## LYPD3 144.06178 2.326839 0.6816693 1.574850e-05 3.186527e-04
## MAFF 1721.68398 1.063845 0.2624120 4.094144e-06 8.929862e-05
## MAN1A1 7336.98897 1.993396 0.2564514 3.073280e-16 4.253143e-14
## MAOA 681.51102 1.754459 0.3975284 5.300670e-07 1.390261e-05
## MAOB 1022.12246 1.854681 0.4282684 3.505538e-07 1.079786e-05
## MARCKSL1 446.31936 1.631497 0.5117494 5.851043e-05 8.146690e-04
## MARCOL 52.77563 10.140717 2.6212649 7.801406e-13 6.847449e-11
## MCC 958.94121 1.338591 0.2409469 1.800706e-09 8.957547e-08
## MCTP1 17.37597 2.035298 0.7639431 2.334338e-04 3.315256e-03
## MEDAG 1529.80809 1.841660 0.6383846 1.252701e-04 1.444124e-03
## MFF 5697.57021 1.367464 0.1682242 2.345377e-17 3.414254e-15
## MFSD2A 133.22167 1.315719 0.4251837 9.244342e-05 1.398772e-03
## MGAT4A 440.10220 2.021309 0.4900311 1.198411e-06 3.093237e-05
## MIF 5907.85794 1.283920 0.2668766 8.397098e-08 2.193296e-06
## MMP1 96.45530 5.466399 0.9588717 3.364748e-10 2.182057e-08
## MMP10 15.02537 5.309777 1.1659673 1.718236e-07 7.895386e-06
## MMP12 61.16220 8.201897 1.3366246 6.861668e-11 5.380243e-09
## MMP3 32776.38550 7.840096 1.0395395 3.471975e-17 6.121560e-15
## MPHOSPH6 543.14109 1.393224 0.2188273 1.378135e-11 1.036310e-09
## MPP4 333.25932 2.341967 0.4896512 5.747921e-08 2.656066e-06
## MT1E 1954.08126 1.683910 0.2656836 1.039517e-11 8.173577e-10
## MT1F 93.34288 2.546756 0.5954917 3.126065e-07 9.729345e-06
## MT1G 30.75014 4.439108 1.5720702 3.618986e-05 4.635572e-04
## MT1X 2437.61369 2.369157 0.2206100 2.547395e-28 9.588139e-26
## MT2A 11641.62891 2.386387 0.4025918 9.019662e-11 5.515863e-09
## MTFP1 106.01450 1.552801 0.4744426 3.918439e-05 6.317193e-04
## MTHFD2L 232.58347 1.347900 0.2515784 5.535854e-09 3.229781e-07
## MYPN 861.70552 2.399360 0.5263285 2.041840e-07 6.117365e-06
## NAMPT 5596.38946 2.501056 0.2565850 3.354120e-24 1.007610e-21
## NCCRP1 31.30019 1.976474 0.5640755 1.945316e-05 2.774361e-04
## NCOA7 1114.37422 1.043428 0.2949189 3.043238e-05 4.418411e-04
## NDUFV2 1818.51641 1.326281 0.2099662 1.252029e-11 1.083802e-09
## NFKB2 3501.59933 1.900402 0.1734726 3.158096e-29 1.649029e-26
## NFKBIA 3654.28285 2.237790 0.1835986 1.987631e-35 2.061755e-32
## NFKBIZ 1576.01977 2.452451 0.1978340 1.058282e-36 1.637351e-33
## NID2 1594.57704 1.922505 0.4426020 4.755559e-07 1.400006e-05
## NKX3-1 549.57734 1.397172 0.4995001 1.908260e-04 2.290737e-03
## NNMT 11328.90555 1.334941 0.1961638 6.869171e-13 5.750259e-11
## NOD2 79.18600 2.237308 1.0603418 4.269659e-04 3.808073e-03
## NOS2 570.43474 6.139083 1.1884965 3.015939e-10 1.902347e-08
## NR4A2 253.01905 2.448688 0.4449376 1.136519e-09 6.831084e-08
## NR4A3 317.54166 3.364720 0.3764117 1.228424e-20 3.593465e-18
## NRP2 6029.57874 1.627472 0.2786259 2.550022e-10 1.179713e-08
## NUAK2 749.99943 1.987408 0.1840507 2.149615e-28 1.015899e-25
## OASL 40.19776 1.695652 0.7148200 5.068589e-04 4.351271e-03
## OLR1 60.38369 1.501585 0.5260737 1.693961e-04 2.028545e-03
## OSGIN2 1202.66077 1.516521 0.1939634 3.779906e-16 5.721051e-14
## OSMR 6122.74018 1.095230 0.1993904 2.835535e-09 1.049439e-07
## OSTM1 1647.40971 1.109022 0.1190322 1.058517e-21 2.947884e-19
## P4HA3 466.52502 2.436701 0.4834768 1.655085e-08 7.174367e-07
## PALMD 640.45203 1.028956 0.3339404 1.430655e-04 1.655589e-03
## PAPPA 11607.68652 2.624736 0.4452841 1.141366e-10 5.383520e-09
## PCK1 59.46336 4.668777 1.1854566 1.680082e-07 4.834922e-06
## PCSK9 690.40813 1.003703 0.3169616 1.120093e-04 1.465968e-03
## PDCD1LG2 354.72223 1.852459 0.3475267 3.193966e-09 1.806447e-07
## PDE10A 1226.44323 3.656725 0.4300484 1.577219e-19 4.148534e-17
## PDE4B 2673.01860 3.346093 0.2957760 2.848211e-31 1.880091e-28
## PDE4D 786.97206 2.309069 0.4896669 6.573608e-08 2.005027e-06
## PDE8B 132.79584 1.581666 0.4801541 4.301801e-05 7.397959e-04
## PDK1 844.68595 1.310899 0.2976960 5.689124e-07 1.319812e-05
## PDK4 569.18709 2.317060 0.5135669 3.024656e-07 9.098952e-06
## PDZK1IP1 116.05461 3.316962 0.5700831 8.415262e-11 7.095134e-09
## PEDS1-UBE2V1 199.74004 1.011108 0.3474805 2.604051e-04 3.321240e-03
## PF4V1 328.26057 4.845650 1.2401494 1.396595e-06 4.271305e-05
## PFKFB4 474.25861 1.749857 0.3029473 3.067028e-10 1.932814e-08
## PFKP 4667.20864 1.110696 0.4142175 3.428483e-04 2.888368e-03
## PGK1 15332.22830 1.247817 0.2451267 2.147169e-08 7.942852e-07
## PHF10 2568.06047 1.164649 0.1679299 2.858152e-13 2.948046e-11
## PHLDA1 1841.78174 1.628335 0.5129140 4.692316e-05 6.971286e-04
## PI3 233.20239 5.833968 0.4828267 6.068395e-36 8.894712e-33
## PID1 2104.07385 2.063935 0.3256689 7.262007e-12 6.631655e-10
## PIK3R3 471.40079 1.019994 0.3676408 3.686608e-04 3.771146e-03
## PILRA 46.01459 2.027599 0.4319040 1.644046e-07 4.761163e-06
## PKNOX2 531.80522 1.089401 0.1899570 8.358328e-10 4.305591e-08
## PLA2G4A 1359.66561 1.694465 0.2971294 5.693910e-10 3.026161e-08
## PLAT 368.44064 1.808675 0.6060405 5.395158e-05 9.639406e-04
## PLD1 382.35245 1.002769 0.2351822 1.739740e-06 4.271305e-05
## PLOD2 15487.95899 2.128700 0.2913853 7.535604e-15 8.839479e-13
## PLPPR4 114.09372 1.599245 0.5401548 1.008335e-04 1.320447e-03
## PLXNA4 2576.32759 4.173224 0.3977361 1.580546e-27 5.408198e-25
## POM121L15P 459.71929 2.170958 0.5352940 1.377104e-06 3.489642e-05
## POM121L9P 70.93643 2.238079 0.9779670 3.602324e-04 3.808073e-03
## PON2 2313.18146 1.074232 0.1537122 1.988788e-13 2.146750e-11
## POU2F2 165.71638 2.933520 0.8235023 6.715802e-06 2.096624e-04
## PPIF 1532.06536 1.335636 0.2722623 4.804594e-08 1.647168e-06
## PRKAA2 303.93723 1.007814 0.2007401 5.021974e-08 2.451681e-06
## PRL 16.55380 8.596443 3.0138236 1.140338e-06 3.625109e-05
## PRR5L 249.58930 1.242970 0.3027123 1.983990e-06 4.794356e-05
## PRRG4 121.43078 1.854234 0.3212586 4.771313e-10 3.117661e-08
## PSMA6 2734.15360 1.136521 0.1315252 4.909662e-19 9.358000e-17
## PTGER4 571.96052 1.830723 0.7487120 4.303826e-04 3.950829e-03
## PTGES 1439.97203 2.402906 0.3694949 4.337274e-12 4.013007e-10
## PTGFR 1473.66619 1.333797 0.3509714 7.102005e-06 1.296707e-04
## PTGS1 320.82927 2.933646 0.4424782 1.478942e-12 1.832171e-10
## PTGS2 1899.27214 5.012726 0.5341659 4.040385e-23 1.486830e-20
## PTP4A1 3075.03990 1.994389 0.3239065 2.681518e-11 1.820233e-09
## QSOX1 28670.60167 1.515281 0.2010397 2.483105e-15 3.163387e-13
## RAB27B 581.46949 1.997169 1.1013464 1.060782e-03 8.737817e-03
## RAI14 2802.88721 1.269703 0.1991646 1.457964e-11 1.036310e-09
## RASD1 271.16481 2.427130 0.8097915 4.972186e-05 7.462309e-04
## RASSF8 2218.56219 1.320865 0.1906827 3.031403e-13 3.103756e-11
## RCAN1 16125.63290 2.466207 0.3113189 6.305053e-17 9.526200e-15
## RELB 953.94945 1.956067 0.2949149 1.910758e-12 1.954601e-10
## RGS2 297.89008 2.636790 0.8063260 2.036688e-05 3.468366e-04
## RIPK2 827.01561 1.373800 0.2140324 9.100186e-12 8.173577e-10
## RND3 10285.40969 1.451636 0.1918329 2.502267e-15 3.163387e-13
## RNF145 3826.97184 1.007653 0.1657035 9.324339e-11 5.299152e-09
## RNF152 173.80893 2.240674 0.4125295 2.924410e-09 1.576226e-07
## RNF182 425.80467 3.423458 0.5743234 3.682829e-11 3.448598e-09
## RORB 49.55201 2.437492 0.5425452 2.225839e-07 8.399434e-06
## RSPO3 819.80722 5.890991 0.5554950 9.046649e-29 4.220759e-26
## RTP4 105.96457 1.218214 0.2547436 1.358006e-07 4.900820e-06
## SAA1 478.40269 2.568778 1.0106821 2.654224e-04 2.650615e-03
## SAA2 125.57048 4.260920 0.7021649 4.910950e-11 4.332246e-09
## SAT1 20738.40305 1.784178 0.3542505 2.479317e-08 7.416235e-07
## SCN4B 1264.35958 3.328872 0.5411096 1.219082e-11 1.036310e-09
## SEMA3A 4783.95698 2.702118 0.2981309 4.686091e-21 1.095417e-18
## SERPINE2 150151.49467 2.182372 0.3375904 5.578685e-12 3.994909e-10
## SGIP1 419.68029 1.960941 0.6118818 5.031296e-05 7.520970e-04
## SHISA2 413.00434 1.210629 0.4536689 3.530874e-04 4.549648e-03
## SIK1 737.63702 2.827056 0.1882054 2.418976e-52 1.179244e-48
## SLC11A2 3378.77381 1.745962 0.1961874 3.282539e-20 6.177573e-18
## SLC12A2 1385.15307 1.341377 0.2714521 5.247323e-08 1.867194e-06
## SLC16A3 6926.16689 1.405185 0.4120650 3.000935e-05 4.119425e-04
## SLC18B1 710.59696 2.008708 0.2429418 6.159878e-18 1.253404e-15
## SLC19A2 573.06821 1.264177 0.1992047 1.748956e-11 1.407395e-09
## SLC19A3 167.44734 1.903320 0.4012214 6.003468e-08 3.588532e-06
## SLC22A23 1685.26035 1.364283 0.1935200 1.068862e-13 1.260647e-11
## SLC24A3 150.65941 1.466348 0.6177079 5.553864e-04 8.114456e-03
## SLC2A1 5672.21441 1.451183 0.2981852 5.327702e-08 1.420354e-06
## SLC39A14 18558.07695 2.247985 0.2326009 1.479500e-23 3.846006e-21
## SLC39A8 4922.25056 3.639180 0.3114466 2.919483e-33 1.808509e-30
## SLC6A6 8148.64945 1.309083 0.3608285 1.679801e-05 2.311707e-04
## SLC7A2 1872.97710 2.813079 0.8182875 8.177732e-06 1.625785e-04
## SLC8A3 102.95433 4.685599 0.6320243 3.574569e-15 5.594711e-13
## SLPI 7161.40504 1.760180 0.3047765 2.293982e-10 1.194147e-08
## SMIM3 584.29336 1.251254 0.4116482 1.085922e-04 1.266363e-03
## SMIM43 176.77163 1.989825 0.6024905 3.197126e-05 5.287619e-04
## SMOC1 17321.55655 3.438956 0.3298288 1.210608e-27 3.943548e-25
## SMOX 1941.62278 1.355709 0.3549630 7.917416e-06 1.585412e-04
## SOD2 93905.12351 4.112535 0.2772179 2.716301e-51 7.414166e-48
## SOX4 1545.97023 2.073806 0.2587565 3.913057e-17 6.897183e-15
## SPINK13 33.09098 3.601774 1.1708199 2.179566e-05 3.064991e-04
## SPINK6 15.35810 7.385623 1.4538499 7.404683e-09 4.550934e-07
## SPTSSA 1925.82751 1.565621 0.1702471 2.093875e-21 6.692432e-19
## SQOR 2021.60342 1.030183 0.1571823 5.189072e-12 3.781687e-10
## SRPX2 2320.77311 2.343553 0.4910397 3.376463e-08 1.214881e-06
## SST 361.38489 5.886061 1.3919670 6.752412e-09 3.320613e-07
## SSTR1 242.64597 2.850821 0.8634956 3.035334e-05 5.511474e-04
## ST3GAL1 2597.96307 1.213049 0.2599153 1.714545e-07 5.155029e-06
## ST3GAL5 552.87171 1.548630 0.3190589 6.121994e-08 2.287259e-06
## STAT4 132.29165 1.045515 0.3380969 1.449445e-04 2.734412e-03
## STC1 4235.70269 7.479219 1.0018867 2.433576e-16 2.984417e-14
## STEAP1 279.77919 1.744698 0.4564824 5.663710e-06 1.228934e-04
## STK32B 341.32992 1.185884 0.2673203 6.851099e-07 1.963041e-05
## SULF2 26648.27790 1.413584 0.3838868 1.012755e-05 1.639995e-04
## SULT1C4 39.28120 1.693047 0.5710026 1.035441e-04 1.133182e-03
## TCF21 17.90002 4.344919 1.5477969 1.114518e-04 2.883756e-03
## TFPI 1412.87885 1.664524 0.3287410 1.451638e-08 6.575825e-07
## TFPI2 1455.19640 4.238781 0.8988743 2.521478e-08 8.465908e-07
## TFRC 8189.95496 2.078548 0.1934085 2.147872e-28 8.086391e-26
## TGFB3 2242.88054 1.843219 0.4302944 6.360107e-07 1.525542e-05
## TGFBI 66152.54685 1.836117 0.5524936 1.911295e-05 2.328971e-04
## TIFA 462.79897 1.040960 0.3418771 1.662716e-04 2.037041e-03
## TLCD1 198.52938 1.045181 0.2672941 7.174484e-06 2.207031e-04
## TM4SF20 261.90749 1.803223 0.4312517 9.025603e-07 2.945787e-05
## TMEM132A 1882.63633 4.407448 0.8768633 1.023290e-08 4.788658e-07
## TMEM178B 595.87171 1.484594 0.4691950 5.617565e-05 7.856463e-04
## TMEM64 1091.13636 1.004901 0.1521935 3.900845e-12 3.803667e-10
## TMPRSS4 48.31423 1.719375 0.5532811 6.373969e-05 9.014090e-04
## TNFAIP2 4071.22227 2.457630 0.1946237 8.848210e-38 1.380072e-34
## TNFAIP3 3178.49394 2.796585 0.2341084 1.494296e-34 1.127043e-31
## TNFAIP6 1563.83702 4.245305 1.0575226 2.529957e-07 6.353801e-06
## TNFRSF10D 2961.67177 1.053192 0.3043688 3.292906e-05 4.120870e-04
## TNFRSF11B 67275.18984 1.200188 0.4127909 2.024847e-04 1.623836e-03
## TNFRSF1B 112.18841 2.217094 0.6227448 8.572443e-06 1.737680e-04
## TNFRSF21 144.59564 1.497919 0.3165633 1.055692e-07 4.299583e-06
## TNFRSF9 119.35833 2.654105 0.4080305 3.271610e-12 3.688725e-10
## TNFSF10 70.29394 2.471909 0.6212012 1.449961e-06 3.085845e-05
## TNFSF14 81.81516 4.337846 0.5484012 1.560662e-16 3.433206e-14
## TNIP1 3751.57858 1.204741 0.1294150 1.010501e-21 2.328627e-19
## TNS4 147.24772 1.294800 0.5710326 8.824860e-04 8.801632e-03
## TPI1 17837.60541 1.166746 0.2801532 1.931751e-06 3.583281e-05
## TRABD2B 484.13840 1.495555 0.3208149 1.787865e-07 6.108785e-06
## TRAF3IP2 1040.84571 1.152186 0.1576809 2.276908e-14 3.321343e-12
## TREM1 38.71975 5.603808 1.1642664 9.339432e-09 5.121762e-07
## TRPM3 30.20487 1.790069 0.4961230 1.614971e-05 3.005246e-04
## TSKU 1821.68994 1.513264 0.1658128 4.858255e-21 1.315770e-18
## TSPAN2 888.57995 1.950473 0.4477532 3.662151e-07 9.731676e-06
## TTPA 77.83546 1.111380 0.3912213 2.830176e-04 3.597387e-03
## TYMP 921.68564 1.076409 0.2777737 7.837143e-06 1.240091e-04
## UCN2 122.98592 3.111809 0.4963528 7.171163e-12 7.412724e-10
## UST 1596.08001 1.427718 0.2242967 1.344959e-11 1.036310e-09
## VNN1 54.38306 2.715919 0.4575329 1.148661e-10 7.007885e-09
## VNN2 81.53108 3.297482 0.5061391 1.757560e-12 1.871501e-10
## VNN3P 62.30433 2.995549 0.4907866 4.525524e-11 2.831814e-09
## VWC2 57.05884 1.993354 0.8104603 2.950121e-04 2.681150e-03
## WIF1 37.59075 2.782047 0.4616518 1.239190e-10 1.029569e-08
## WNT2B 839.54912 2.252871 0.3617560 2.252984e-11 1.859716e-09
## WTAP 4346.89369 1.521236 0.1402607 1.726808e-28 7.595982e-26
## WTAPP1 16.54237 5.473717 1.5494039 8.267659e-06 2.122180e-04
## WWC1 1292.63317 1.359271 0.2439464 1.769480e-09 8.438116e-08
## ZC3H12A 1416.81386 3.390401 0.2406619 8.169313e-47 2.724303e-43
## ZC3H12D 38.24020 1.297321 0.4994911 4.874061e-04 4.062657e-03
## ZSWIM4 532.82256 1.593892 0.2223834 4.487706e-14 5.492836e-12de_down <- get_downregulated(as.data.frame(res1))
de_down## baseMean log2FoldChange lfcSE pvalue padj
## ABCA3 377.015753 -1.285063 0.3138990 2.338510e-06 6.581030e-05
## ACAN 98306.117775 -1.610562 0.3617184 4.393585e-07 8.841435e-06
## ACTC1 103.268224 -3.443251 0.7400191 1.203220e-07 4.211914e-06
## ADAMTS15 410.549487 -1.961088 0.6832912 6.658552e-05 1.113218e-03
## ADAMTSL3 425.077410 -1.767241 0.8298806 5.496507e-04 6.476511e-03
## ADCY10P1 63.445729 -1.326261 0.3182731 1.974200e-06 4.928422e-05
## ADIRF 5787.467265 -1.247385 0.3255748 6.958094e-06 1.100964e-04
## AGAP11 474.628577 -1.271548 0.4633587 2.580982e-04 2.703011e-03
## AGT 141.811683 -1.633583 0.3815770 9.831515e-07 2.944780e-05
## AHNAK2 18003.149533 -1.507080 0.3744199 1.747358e-06 2.971606e-05
## AKAP6 180.989393 -1.799348 0.4449399 2.078179e-06 5.590745e-05
## ALS2CL 1397.878300 -1.457089 0.2866064 1.418369e-08 6.397141e-07
## AMY2B 150.510963 -1.039146 0.3462945 2.014450e-04 2.669309e-03
## ANGPTL7 14.278748 -3.454130 1.2033218 6.338334e-05 1.121581e-03
## ANK3 448.028190 -2.316962 0.5006150 9.305010e-08 3.267669e-06
## AOC2 1532.106656 -2.647167 0.4836191 1.306237e-09 6.703022e-08
## AOC3 357.162416 -1.969689 0.6031509 4.128115e-05 6.291698e-04
## AQP1 206.206120 -2.264265 0.8393430 9.709390e-05 1.961761e-03
## AQP3 33.527696 -2.156407 0.5317509 2.481434e-06 5.953450e-05
## ARVCF 473.569689 -1.829722 0.3648937 2.337075e-08 9.386698e-07
## ATP10A 2657.071690 -1.181303 0.3721872 8.215086e-05 9.598032e-04
## ATP1A3 142.635294 -2.041258 0.8291648 4.412357e-04 6.729857e-03
## ATP6V1G2 71.244497 -1.046756 0.3411790 1.638119e-04 1.969309e-03
## ATP8A1 68.115640 -1.492946 0.5627349 2.808849e-04 2.581461e-03
## ATP8B1 2453.483783 -1.411356 0.3444995 2.151757e-06 3.637273e-05
## B3GALT2 23.482745 -2.873992 1.1945438 1.744739e-04 2.586875e-03
## B3GNT7 162.000391 -1.990022 0.5882246 2.558914e-05 4.194630e-04
## B4GALNT3 59.833394 -2.806016 0.7113475 2.866794e-06 6.666747e-05
## BEND6 688.975963 -1.029170 0.2236679 3.647051e-07 1.079786e-05
## BEX2 70.059034 -2.293182 0.5619596 1.154608e-06 2.945787e-05
## BGN 11876.338002 -1.225469 0.2604050 1.789625e-07 4.660137e-06
## BHLHE41 159.737100 -2.515217 0.7366800 8.276863e-06 1.615426e-04
## BHMT 116.110772 -1.884790 0.8138716 4.317432e-04 4.979789e-03
## BMS1P3 88.956079 -1.268406 0.4029605 9.135738e-05 1.218908e-03
## C11orf21 121.946485 -1.829427 0.3795000 6.050981e-08 2.339543e-06
## C14orf132 2295.231850 -1.339457 0.1562147 7.421381e-19 1.526571e-16
## C1QTNF3 497.122399 -1.936780 0.3894399 3.691284e-08 1.422065e-06
## CA5B 1701.187064 -1.014261 0.2682323 1.289175e-05 1.863380e-04
## CACNG4 180.277917 -1.999636 0.7563912 2.771496e-04 3.479427e-03
## CALHM3 20.628746 -2.900298 1.2893675 6.151918e-04 7.546925e-03
## CAMK2A 52.325302 -1.489415 0.4847372 1.039248e-04 1.179969e-03
## CAPG 4321.819107 -1.177359 0.1698664 3.052041e-13 2.826419e-11
## CAPS 1668.602018 -1.329223 0.1478787 1.767998e-20 4.980425e-18
## CARD10 326.283032 -1.480964 0.2661124 1.499924e-09 8.390030e-08
## CATSPER1 54.196132 -1.944452 0.4950932 3.595630e-06 6.415244e-05
## CCDC146 93.507084 -1.128783 0.4480729 6.761652e-04 7.114749e-03
## CCDC154 31.406929 -1.451489 0.6971465 1.191071e-03 8.600687e-03
## CCDC171 117.801141 -1.100566 0.2969457 1.574376e-05 3.186527e-04
## CCDC74B 348.955084 -1.139616 0.2602449 9.389474e-07 3.032177e-05
## CCN3 9622.166931 -2.350994 0.8108823 6.107325e-05 6.960915e-04
## CD248 962.892600 -1.626146 0.4916908 3.215136e-05 4.432622e-04
## CD8B2 60.127920 -1.953092 0.8954595 4.430554e-04 4.482179e-03
## CEP126 928.576802 -1.028124 0.2164485 1.763273e-07 5.115181e-06
## CFAP57 57.363452 -1.470326 0.5291049 1.850691e-04 2.295100e-03
## CGN 182.025879 -2.904364 0.7737784 2.993394e-06 7.601306e-05
## CILP 827.669576 -2.026429 0.9737463 7.189262e-04 6.074168e-03
## CILP2 53.070432 -2.618685 0.6874303 2.693361e-06 5.054118e-05
## CLCNKB 68.812605 -1.601729 0.4062749 4.096877e-06 7.172565e-05
## CLEC18A 68.780536 -1.421213 0.4229760 4.280727e-05 6.469774e-04
## CLSTN2 107.281236 -3.028003 0.4718350 5.145505e-12 5.477424e-10
## CMKLR1 1722.550631 -1.263794 0.3973894 7.104156e-05 1.005729e-03
## CMYA5 207.394124 -1.260486 0.2244646 1.398087e-09 7.847360e-08
## COL15A1 17248.568102 -1.890275 0.3365949 9.483753e-10 3.834960e-08
## COL21A1 220.343823 -2.388929 0.8896497 1.230549e-04 1.555143e-03
## COL25A1 16.632569 -2.121724 0.8131889 2.881469e-04 3.929133e-03
## COL9A2 438.604066 -2.682981 0.7738935 5.999348e-06 1.517859e-04
## COLGALT2 479.654271 -1.323083 0.3141209 1.461611e-06 3.385418e-05
## CORIN 99.093872 -2.129845 0.4496411 8.348957e-08 3.504110e-06
## CORO2B 466.820287 -2.965810 0.4227098 3.508555e-14 4.369065e-12
## CPAMD8 285.360987 -1.291569 0.5861861 9.084664e-04 9.678947e-03
## CRABP2 203.655738 -2.262373 0.5181753 4.384959e-07 1.316902e-05
## CRIP1 565.793697 -2.612128 0.4327552 3.317077e-11 2.526737e-09
## CRIP2 3549.025996 -2.094658 0.2090601 3.881360e-25 1.351125e-22
## CSPG4 14815.266629 -1.327458 0.3009087 6.457337e-07 1.258152e-05
## CSPG4P13 58.732885 -5.626652 1.3922118 2.352848e-06 6.239426e-05
## CSPG4P5 50.764190 -1.041899 0.4263214 8.980599e-04 7.905979e-03
## CST6 211.140873 -2.779060 0.4121277 3.339262e-13 3.882484e-11
## CYBRD1 28254.127157 -1.145037 0.2961076 7.067391e-06 9.530443e-05
## CYS1 611.237110 -1.416366 0.5659202 4.634200e-04 4.502645e-03
## CYSRT1 49.910690 -1.468329 0.4348461 3.338871e-05 5.215779e-04
## DACT3 131.743599 -1.411501 0.2488710 9.737971e-10 6.533584e-08
## DBH 24.439959 -1.390844 0.5232614 4.169777e-04 5.275411e-03
## DCST2 22.973495 -1.712685 0.5246418 5.543758e-05 1.000247e-03
## DEGS2 15.126546 -2.906273 0.8323824 1.600107e-05 3.833691e-04
## DES 63.138582 -2.948909 0.3743269 1.327035e-16 2.168605e-14
## DIRAS1 692.503300 -1.955234 0.2973138 1.895121e-12 1.510937e-10
## DMPK 3186.580340 -1.170953 0.2605414 5.081352e-07 1.080548e-05
## DOC2B 35.413419 -2.590579 1.0405062 3.969929e-04 4.290863e-03
## DYSF 242.355034 -1.518080 0.4629615 4.825591e-05 7.485841e-04
## ECRG4 1079.407508 -1.495508 0.6063143 2.824989e-04 3.172760e-03
## EFCAB13 79.172635 -1.405410 0.3000531 1.888524e-07 5.124101e-06
## EFHD1 570.996482 -2.414252 0.3575676 2.697360e-13 2.882652e-11
## EGR1 1981.169224 -1.245771 0.3696016 3.558396e-05 5.042758e-04
## ELFN1 64.342061 -3.905884 0.9491141 7.481900e-07 2.349742e-05
## ELL3 80.749252 -1.504844 0.3408096 6.066941e-07 1.484833e-05
## EPHB1 365.366235 -1.149693 0.3569098 8.211365e-05 1.142874e-03
## EPPK1 22.885457 -1.782187 0.6115071 1.686159e-04 2.650615e-03
## ERICH2 198.557046 -1.161206 0.4306858 3.958153e-04 4.641387e-03
## EXPH5 339.454009 -2.366539 0.7204482 1.159971e-05 2.190414e-04
## FABP3 165.638649 -1.833071 0.4025445 2.282745e-07 8.446010e-06
## FAIM2 183.998301 -2.341886 0.5936960 1.448740e-06 4.085370e-05
## FAM107A 327.859468 -2.140095 0.8967397 2.980747e-04 3.407459e-03
## FEM1B 4043.316589 -1.431044 0.2236633 1.019194e-11 5.902250e-10
## FGF18 36.538244 -2.016865 0.8526909 3.997339e-04 4.741594e-03
## FGF9 257.284848 -2.228891 0.7737576 6.739549e-05 1.163169e-03
## FGFR3 2163.748909 -1.381948 0.6023298 6.766231e-04 5.559747e-03
## FHL1 26783.194525 -1.401797 0.2023546 2.311551e-13 2.395568e-11
## FOS 504.217464 -2.694816 0.3835718 6.539774e-14 8.299345e-12
## FOSB 37.351347 -1.969974 0.4142454 1.031228e-07 3.657036e-06
## FOXC2 647.050352 -1.787574 0.2478047 3.066221e-14 3.885824e-12
## FOXD2 33.464485 -1.542837 0.6583982 8.755382e-04 6.478994e-03
## FOXL1 292.096735 -1.140777 0.3822493 1.694870e-04 2.068834e-03
## FOXO1 586.370843 -1.778697 0.2491210 3.414031e-14 4.603926e-12
## FOXO6 66.815483 -1.038527 0.3701977 3.626458e-04 3.329806e-03
## FRMD4B 1281.838578 -2.036062 0.4216586 3.479808e-08 1.455709e-06
## FRMD7 11.921918 -6.784019 2.6742680 2.644951e-06 7.916201e-05
## FRMPD3 161.333797 -1.218784 0.3311177 1.616020e-05 3.261941e-04
## FRZB 193.002383 -3.209803 0.7948269 1.166885e-06 2.963174e-05
## FXYD1 183.164231 -2.295101 0.6816747 8.999774e-06 2.693898e-04
## FYB1 16.795919 -2.408688 0.9061819 2.371648e-04 5.330230e-03
## GALNT8 18.153767 -3.761087 1.0091859 8.545114e-06 2.229282e-04
## GARNL3 190.944324 -1.049521 0.2926646 2.536297e-05 4.714956e-04
## GCNT3 70.902370 -1.260718 0.4589637 3.290023e-04 2.936996e-03
## GDF7 46.902886 -2.587568 0.6578103 2.693618e-06 5.054118e-05
## GLIS2 1704.751650 -1.228029 0.2318981 7.378003e-09 2.847597e-07
## GOLGA8T 27.618598 -2.488696 0.8114264 1.061174e-04 1.200890e-03
## GP1BB 222.456979 -1.229570 0.2797364 8.319963e-07 2.551040e-05
## GPNMB 1083.556924 -2.449166 1.0295265 1.325692e-04 1.687374e-03
## GPR132 28.953747 -2.004647 0.4792247 1.320445e-06 3.306695e-05
## GPR153 502.268837 -1.205807 0.3759651 8.314698e-05 1.095705e-03
## H1-9P 26.926095 -1.745860 0.8352573 1.063775e-03 7.901788e-03
## HCFC1R1 1198.798833 -1.355353 0.2083613 5.506385e-12 5.037145e-10
## HCG9P5 49.245761 -1.258542 0.3883616 7.750880e-05 8.837506e-04
## HLF 38.763944 -2.327238 1.1794448 6.066560e-04 5.025710e-03
## HRCT1 778.328519 -1.582203 0.7864505 6.696286e-04 6.365673e-03
## HSPB1 7641.930755 -1.177885 0.2566545 3.131004e-07 8.316729e-06
## HSPB6 1075.356651 -2.028563 0.4762030 8.467274e-07 2.274831e-05
## HSPB7 4860.623567 -1.673536 0.4785791 2.049927e-05 3.005246e-04
## IGFBP6 10383.276569 -1.332095 0.3530611 8.926424e-06 1.479687e-04
## IL17RD 170.889034 -1.339754 0.3098238 9.830885e-07 2.696105e-05
## IL17RE 133.102073 -1.252093 0.3446128 1.697215e-05 4.563248e-04
## ITGA10 1571.372123 -1.689455 0.6456785 1.973424e-04 2.100522e-03
## ITGA11 35342.171016 -1.722557 0.3638353 7.819625e-08 1.978437e-06
## ITIH5 5996.771308 -2.713300 0.3308518 1.160491e-17 1.657114e-15
## ITM2A 1268.251087 -1.748091 0.4771001 1.027091e-05 1.920358e-04
## KCNA1 97.007267 -3.383389 0.9362829 4.016577e-06 8.602600e-05
## KCNA4 730.633782 -2.022016 0.5523960 4.024428e-06 6.823102e-05
## KCNA6 37.779639 -3.741301 1.1559624 1.742377e-05 3.190701e-04
## KCND3 369.526820 -1.198549 0.4551559 3.581770e-04 3.860534e-03
## KCNN4 397.105542 -1.163577 0.3730923 1.116619e-04 1.437954e-03
## KHDRBS3 715.333161 -1.111763 0.2857858 7.598137e-06 1.317572e-04
## KHK 53.068902 -1.357907 0.3380413 3.805173e-06 7.011252e-05
## KLF13 2400.376993 -1.024484 0.2016952 2.974112e-08 9.076425e-07
## KLF2 1538.175854 -1.600727 0.3385510 8.060620e-08 2.952822e-06
## KLF5 528.335463 -1.467675 0.4142819 1.917693e-05 3.187926e-04
## KLHDC9 120.025141 -1.374845 0.4054818 3.646698e-05 5.934564e-04
## KRT14 30.792348 -4.308645 0.8612096 3.099286e-08 1.499945e-06
## KRT16 129.264438 -5.234739 0.9134643 1.196075e-10 8.970684e-09
## KRT4 464.818889 -5.735558 1.1359378 1.982936e-10 1.291110e-08
## KY 225.729559 -3.853717 0.4327509 2.810178e-20 8.778199e-18
## LAMP3 105.433745 -2.841191 0.6652342 3.631149e-07 1.281331e-05
## LDHD 107.970174 -1.033806 0.2393659 1.454475e-06 3.576313e-05
## LINGO1 160.447478 -2.656180 0.9658888 4.412980e-05 7.520970e-04
## LMNTD2 61.472286 -1.031779 0.3812985 4.967940e-04 5.653868e-03
## LOXL4 1332.917470 -1.334758 0.2232309 1.528618e-10 9.214456e-09
## LPIN1 2302.130351 -1.171507 0.2882473 3.273409e-06 5.695936e-05
## LRATD2 458.113588 -1.140646 0.4596790 5.553769e-04 4.846602e-03
## LRRC2 558.494529 -1.405527 0.5337149 2.523622e-04 2.729495e-03
## LRRC32 102.324567 -1.437678 0.4792388 1.198515e-04 2.345248e-03
## LRRC66 73.941008 -1.163971 0.3415012 4.423200e-05 7.645259e-04
## LSP1 2833.607888 -1.344089 0.5280451 4.525511e-04 4.162122e-03
## LTC4S 44.865978 -2.915220 0.4650264 2.779932e-11 2.599785e-09
## LURAP1L 1022.081975 -1.176675 0.4214829 2.413769e-04 2.501855e-03
## MAF 1976.384006 -1.301286 0.2246323 4.379055e-10 2.170127e-08
## MAMLD1 657.779310 -1.618137 0.4622408 2.098826e-05 3.346990e-04
## MAP1LC3C 151.329232 -3.643845 0.6126032 5.578467e-11 4.889463e-09
## MAP3K7CL 104.495182 -1.170964 0.3499518 5.051573e-05 1.149943e-03
## MAPK15 48.757429 -1.508367 0.4361640 2.851590e-05 5.287619e-04
## MATN2 782.586932 -1.412708 0.6849873 1.141868e-03 7.800486e-03
## MEF2C 437.222965 -1.721697 0.5051448 2.167897e-05 3.839499e-04
## MEIS2 1741.599442 -1.968757 0.3035395 4.166109e-12 3.994909e-10
## MFAP5 1030.120209 -1.414261 0.5500310 4.307413e-04 4.466531e-03
## MFNG 8.393073 -6.428837 2.7617309 2.504541e-05 3.250053e-03
## MMP25 117.868530 -1.249706 0.4509767 2.432310e-04 4.191991e-03
## MRAP2 375.074752 -3.178347 0.3801354 1.026867e-18 2.643835e-16
## MROH7 215.469400 -1.062538 0.3395108 1.210507e-04 1.538174e-03
## MTMR11 970.297572 -1.177529 0.1722005 6.273701e-13 6.973848e-11
## MTSS1 112.986535 -1.163761 0.4888144 8.310811e-04 7.778806e-03
## MYH7B 87.851637 -1.326887 0.3097342 1.206311e-06 3.532902e-05
## MYO15B 741.958451 -1.186677 0.3702728 7.442590e-05 9.011746e-04
## MYO1D 2647.558083 -1.349657 0.3524698 4.961433e-06 9.042665e-05
## MYOC 397.744720 -3.847299 1.0128411 5.291678e-07 1.863459e-05
## NANOS1 694.058602 -1.105952 0.4487854 6.835446e-04 5.821119e-03
## NAP1L2 40.628546 -2.459716 0.5670250 4.632478e-07 1.576067e-05
## NAP1L3 724.230220 -1.094032 0.1073907 2.638264e-25 8.745833e-23
## NBEAL2 359.009484 -1.002695 0.2218851 5.506236e-07 1.576067e-05
## NEK11 308.734050 -1.265110 0.2147393 2.738357e-10 1.804598e-08
## NGEF 933.565125 -3.409442 0.3339515 5.278199e-26 2.086304e-23
## NHSL2 45.317007 -2.421387 0.8136548 8.464175e-05 9.930617e-04
## NIBAN1 5222.706171 -2.109377 0.2638324 6.236711e-17 8.406495e-15
## NKX6-1 293.187884 -1.002884 0.2733547 2.074720e-05 4.175673e-04
## NLGN3 48.703247 -1.224334 0.3866430 1.023932e-04 1.402943e-03
## NOXA1 80.560897 -1.339834 0.4786378 2.731512e-04 2.522795e-03
## NPAS1 86.985734 -1.992016 0.5388867 9.461167e-06 1.566634e-04
## NTNG2 90.591989 -1.529677 0.4745860 6.370408e-05 1.028695e-03
## OLFML1 121.124051 -2.685450 0.7511508 3.528111e-06 1.213815e-04
## OSBPL9 2130.127304 -1.181396 0.2230047 7.292457e-09 3.251574e-07
## PARD6A 30.740169 -1.133662 0.4842893 1.115529e-03 7.898709e-03
## PDE5A 2797.476216 -1.500589 0.2867284 1.067458e-08 3.936010e-07
## PDIA5 3198.490487 -1.633891 0.2584457 1.412646e-11 1.025576e-09
## PDZD2 207.656705 -1.780034 0.4042766 5.230444e-07 1.712255e-05
## PDZD7 93.035631 -1.642258 0.4377968 8.453126e-06 1.639995e-04
## PDZK1 84.960785 -1.114521 0.2937395 1.128647e-05 1.736526e-04
## PEG3 127.105792 -1.879906 0.6484169 1.433221e-04 1.849169e-03
## PGAM1P8 21.683326 -1.246721 0.5221956 8.934732e-04 9.697893e-03
## PIFO 68.822755 -1.085640 0.4266218 7.081517e-04 5.480015e-03
## PLA2R1 1362.450545 -1.148806 0.2570709 5.823299e-07 1.648697e-05
## PLAC8 70.225072 -1.249629 0.4324737 2.099934e-04 2.099484e-03
## PLCD1 1845.751266 -1.387938 0.2078699 1.361933e-12 1.268673e-10
## PLCD3 5793.626333 -1.005495 0.2868523 3.088741e-05 3.880826e-04
## PLCL1 36.401847 -1.846321 0.8729484 9.119333e-04 6.696399e-03
## PLEKHA7 126.263000 -1.684181 0.3288609 1.630197e-08 7.683408e-07
## PLEKHF1 518.649014 -1.302468 0.3899896 3.960356e-05 5.685210e-04
## PLXDC1 175.030426 -2.340085 0.4602507 1.806384e-08 9.252699e-07
## PLXNA2 1939.857442 -1.336954 0.3354530 3.500902e-06 6.587656e-05
## PNPLA7 281.945778 -2.012456 0.2985825 7.382766e-13 9.500097e-11
## PODN 180.697240 -3.089446 0.7117446 1.541312e-07 6.055504e-06
## PODXL 402.508663 -1.865747 0.8931161 5.752840e-04 6.699462e-03
## PPFIBP2 810.702951 -1.133252 0.4200180 3.164008e-04 2.991007e-03
## PPM1E 62.916578 -1.164926 0.4651396 6.772333e-04 6.309765e-03
## PRIMA1 191.164746 -3.548361 0.5831662 1.264664e-11 1.130349e-09
## PROS1 1674.557810 -1.100566 0.4766073 9.303307e-04 8.237770e-03
## PRRT2 411.720813 -1.805944 0.4880981 9.543786e-06 2.228025e-04
## PRSS16 37.987605 -1.459676 0.5544652 3.816746e-04 4.164436e-03
## PRSS27 80.208185 -1.061262 0.2920887 2.165468e-05 3.172365e-04
## PTGIS 2527.086997 -1.474200 0.2547246 3.246471e-10 1.508567e-08
## PTPN13 1237.044704 -1.111070 0.2420849 3.576575e-07 1.094295e-05
## QRICH2 327.239190 -1.316363 0.1610677 2.484540e-17 6.624460e-15
## RAB39B 52.751903 -2.418209 0.5969572 2.341825e-06 5.689722e-05
## RABGAP1 7183.864311 -1.459803 0.5177810 1.448654e-04 1.423294e-03
## RANP4 12.803469 -1.592747 0.6566210 7.391216e-04 8.306497e-03
## RAPGEF3 528.971785 -1.107590 0.2084726 8.376162e-09 3.602126e-07
## RASA4 1356.312860 -1.950940 0.4807348 1.303357e-06 2.867835e-05
## RASA4B 884.769758 -1.882690 0.5859133 2.872871e-05 4.222665e-04
## RASGEF1A 76.671028 -1.833976 0.4686981 4.678150e-06 1.150729e-04
## RCAN2 931.085428 -1.236237 0.4773007 4.856130e-04 3.929901e-03
## RFLNA 132.730166 -2.297870 0.4213935 2.180521e-09 1.927670e-07
## RGMA 963.640847 -1.973983 0.4650205 5.073584e-07 1.363860e-05
## RHOJ 335.649785 -1.329768 0.4304017 1.079885e-04 1.710680e-03
## RINL 155.800686 -1.005843 0.2737947 1.919681e-05 5.061742e-04
## RNF180 67.686547 -1.430966 0.6372707 9.939875e-04 8.547076e-03
## RNF224 41.375887 -1.243105 0.4853894 5.071623e-04 5.248150e-03
## ROBO2 231.788119 -1.541239 0.5400350 1.852074e-04 2.501855e-03
## ROM1 193.756077 -1.369364 0.2680943 2.003033e-08 9.263477e-07
## RSPH9 88.732866 -1.006826 0.2922803 4.860620e-05 6.264978e-04
## RSPO2 131.481071 -1.216695 0.4607049 4.650592e-04 4.658458e-03
## RUBCNL 130.912662 -2.681245 0.5049106 3.246219e-09 1.995342e-07
## SALL4 27.539414 -4.200273 0.7939265 4.425107e-09 2.301265e-07
## SAMD11 1431.853496 -1.612687 0.2823307 5.967715e-10 3.699097e-08
## SCHIP1 120.954962 -1.655803 0.3740087 4.702859e-07 1.394366e-05
## SCNN1A 86.555125 -1.216616 0.3263587 1.368600e-05 2.602940e-04
## SCRG1 2080.786547 -1.936496 0.4684774 9.384167e-07 1.940947e-05
## SEMA3B 5352.389096 -1.025430 0.3831811 3.980682e-04 2.847944e-03
## SEMA5B 61.564780 -2.736086 0.8968042 5.253735e-05 7.642323e-04
## SERPINF1 169.302508 -2.275231 0.7333613 3.626691e-05 5.913162e-04
## SESN3 1569.384312 -1.852923 0.2715337 5.860377e-13 4.992255e-11
## SEZ6L 19.998719 -2.359315 1.4371662 9.342977e-04 9.993020e-03
## SGK2 43.715152 -2.111313 0.4224080 3.054592e-08 1.281471e-06
## SHF 393.758207 -1.274752 0.2616507 7.049127e-08 2.656066e-06
## SHISA6 24.611086 -4.114947 0.9176492 2.020615e-07 1.394366e-05
## SIX1 2804.810069 -1.299537 0.2902910 6.078972e-07 1.503503e-05
## SLC22A15 339.379287 -1.083072 0.2246971 1.150408e-07 4.820426e-06
## SLC23A3 95.737130 -1.289135 0.3131716 2.508818e-06 5.711502e-05
## SLC29A1 1474.445276 -1.553276 0.1924859 4.237679e-17 7.375998e-15
## SLC29A2 121.857624 -1.611085 0.2342346 3.779901e-13 4.992255e-11
## SLC38A4 254.638686 -2.073800 0.6189823 2.181844e-05 3.852334e-04
## SMIM38 27.042783 -4.382781 1.0631495 1.318103e-06 3.305917e-05
## SMIM5 47.458314 -1.609223 0.6289061 4.392911e-04 4.449629e-03
## SMOC2 2303.628433 -2.770241 0.4833502 2.388116e-10 1.374114e-08
## SOX15 73.330513 -1.742235 0.3635835 9.357606e-08 2.819793e-06
## SPTB 92.299943 -1.305786 0.3974363 5.675941e-05 1.263642e-03
## SPTBN5 132.719837 -1.962337 0.6310974 5.847500e-05 8.390818e-04
## SPTSSB 375.022462 -1.594619 0.5607609 1.418735e-04 1.840452e-03
## SSPN 887.901855 -1.088874 0.2203905 6.006265e-08 2.367577e-06
## SSTR5 66.490215 -5.010855 1.1479979 1.460270e-07 4.962321e-06
## STARD5 225.312088 -1.128885 0.3023195 1.290775e-05 2.693898e-04
## STEAP4 42.571884 -1.877242 1.2130531 1.124957e-03 9.443768e-03
## STON2 27.252268 -1.810697 0.9032067 8.365084e-04 7.436767e-03
## SULT4A1 10.016764 -2.927633 1.1051590 3.564845e-04 5.018121e-03
## SYNE3 2188.475595 -1.599019 0.2377249 9.169335e-13 8.290865e-11
## SYT17 24.852105 -1.961232 0.7099494 1.826412e-04 2.687496e-03
## TAMALIN 52.325812 -1.515523 0.4892315 8.570893e-05 9.638035e-04
## TBX18 1537.116322 -1.216247 0.2697481 4.286408e-07 1.285260e-05
## TBX4 31.692058 -1.979394 0.6318390 6.732103e-05 8.185293e-04
## TBXA2R 121.644245 -1.114572 0.3415366 7.645719e-05 1.050237e-03
## TCEA3 1084.677786 -1.408992 0.2178703 7.309766e-12 6.539070e-10
## TENT5C 203.497481 -1.180133 0.3065061 7.952180e-06 1.638912e-04
## THBD 95.982937 -1.979329 0.5257878 6.005290e-06 1.900877e-04
## THBS2 3095.012700 -2.919494 0.4918931 2.942617e-11 1.686657e-09
## THBS4 105.207575 -2.090875 1.0393777 5.490718e-04 5.325202e-03
## THRB 310.067738 -1.691076 0.2916382 3.570349e-10 2.288043e-08
## TIMP3 19456.848976 -1.585971 0.5181764 7.297752e-05 6.971286e-04
## TIMP4 172.168087 -1.130937 0.4604204 6.809296e-04 9.568344e-03
## TJP2 1395.943044 -1.331902 0.2594287 1.855182e-08 8.162626e-07
## TMEM119 77.169656 -3.608046 0.7617036 6.841188e-08 2.241274e-06
## TMEM150C 68.088867 -1.268193 0.5347302 8.620463e-04 8.012121e-03
## TMEM26 797.699944 -1.646437 0.6069331 1.701520e-04 1.788150e-03
## TMEM266 96.860109 -1.433141 0.3248623 5.852296e-07 1.731620e-05
## TMEM30B 1917.311476 -1.396335 0.2839094 5.474437e-08 1.662356e-06
## TMIE 29.153782 -1.928045 0.4362153 5.571299e-07 1.394366e-05
## TNNC1 75.894571 -2.067310 0.6417377 4.234055e-05 6.413267e-04
## TNNC2 26.976095 -1.768501 0.6732211 3.261178e-04 2.913235e-03
## TNNI1 9.352788 -4.663926 1.4614749 3.737693e-05 7.179114e-04
## TNNT2 49.381924 -4.177151 1.2614402 1.517377e-06 4.313403e-05
## TNNT3 68.816333 -4.421658 1.2181412 3.998043e-06 9.038945e-05
## TNXB 2780.828372 -2.578383 0.5888893 2.674004e-07 6.652388e-06
## TOX 597.807341 -1.832693 0.2550538 3.092682e-14 4.256985e-12
## TPD52L1 956.492987 -1.727535 0.3675668 1.150466e-07 3.657712e-06
## TREX2 82.239249 -1.812191 0.4021003 3.411894e-07 1.236881e-05
## TRIB3 1726.801770 -1.766124 0.4398060 2.287277e-06 5.392204e-05
## TRIM7 98.675952 -1.281488 0.3620580 2.414507e-05 4.528941e-04
## TRMT9B 137.106152 -1.130167 0.4168283 3.956117e-04 4.281300e-03
## TSC22D3 2094.003100 -1.390666 0.2434542 6.999684e-10 3.650479e-08
## TSHR 59.499284 -1.625285 0.4818002 3.592829e-05 4.615630e-04
## TSPOAP1 388.653378 -1.042831 0.2168593 1.314401e-07 4.643291e-06
## TTC21A 200.930070 -1.056095 0.2744469 9.482389e-06 2.818597e-04
## TTC9 564.656035 -1.184114 0.2904250 2.895816e-06 6.560441e-05
## TTLL9 12.952202 -3.007666 0.9246130 8.037530e-05 1.360717e-03
## ULBP1 106.521617 -1.287640 0.5315969 7.541028e-04 6.838382e-03
## UNC5CL 30.390153 -1.565238 0.6321671 4.662200e-04 4.076324e-03
## VSIR 3607.232637 -1.185813 0.2426363 6.120407e-08 1.689726e-06
## VWA7 124.440342 -1.143820 0.4778830 8.398994e-04 7.848568e-03
## WNT9A 305.365558 -1.308239 0.3240479 2.792862e-06 6.236045e-05
## WSCD2 221.008205 -3.542004 0.8847838 2.516624e-07 8.445981e-06
## ZFP36 1341.134892 -1.599692 0.1988275 4.894174e-17 9.547561e-15
## ZNF185 198.557620 -1.443093 0.2934068 5.474695e-08 2.450062e-06
## ZNF442 67.350676 -1.010853 0.4222064 1.095673e-03 9.236041e-03
## ZNF704 683.877892 -1.301101 0.4605183 2.063401e-04 2.315377e-03## remove NA values from results
library(EnhancedVolcano)
res <- results(dds, alpha=0.1, c('condition','healthy_cytokine','healthy_control'))
res1 <- na.omit(res)
## calculate min/max axis values for plot (optional)
min_width <- min(res1$log2FoldChange)
max_width <- max(res1$log2FoldChange)
max_height <- -log10(min(res1[res1$pvalue>0, 5]))
## Grab top 10 up-reg genes for plot
up <- subset(res1, res1$log2FoldChange > 1 & res1$pvalue <= 0.05)
up <- up[order(-up$log2FoldChange),]
up_list <- head(rownames(up), n=10L)
up_list## [1] "CXCL6" "CXCL5" "CXCL8" "C15orf48" "IL6" "MARCOL"
## [7] "KDR" "CXCL3" "CSF3" "CSF2"## Grab top 10 down-reg genes for plot
down <- subset(res1, res1$log2FoldChange < -1 & res1$pvalue <= 0.05)
down <- down[order(down$log2FoldChange),]
down_list <- head(rownames(down), n=10L)
down_list## [1] "KRT223P" "INO80B-WBP1" "FAM90A15P" "C1QTNF8" "FRMD7"
## [6] "MFNG" "C1QTNF7" "CSPG4P13" "KRT4" "KRT24"## place top 20 DE genes in vector (optinal...)
plot_top_20 <- c(up_list, down_list)
plot_top_20## [1] "CXCL6" "CXCL5" "CXCL8" "C15orf48" "IL6"
## [6] "MARCOL" "KDR" "CXCL3" "CSF3" "CSF2"
## [11] "KRT223P" "INO80B-WBP1" "FAM90A15P" "C1QTNF8" "FRMD7"
## [16] "MFNG" "C1QTNF7" "CSPG4P13" "KRT4" "KRT24"EnhancedVolcano(res1,
lab=rownames(res1),
x="log2FoldChange",
y="pvalue",
selectLab=plot_top_20,
drawConnectors=TRUE,
legendPosition = "none",
FCcutoff=1.0,
pCutoff=0.05,
title="Volcano Plot",
subtitle="Healthy Cytokine vs Healthy Control",
caption = paste0('Total Genes = ', nrow(res1)),
xlim=c(min_width, max_width),
ylim=c(0, max_height))## Warning: ggrepel: 4 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
# without apeglm - not shrinkage
plotMA(h_con_v_h_cyto, ylim=c(-10,10))
# with shrinkage estimator - keep this plot
plotMA(res1, ylim=c(-10,12))
heatmap
# index must match samples you qre plotting
subset <- rld[, 7:12]
# now select de_up, de_down, i.e DE genes that passed the filtering our function produced
up <- rownames(de_up)
down <- rownames(de_down)
# subset matrix to include only DE genes
key <- c(up, down)
subset <- subset[which(rownames(subset) %in% key),]
# scale and center the values
mat <- as.matrix(scale(t(subset), center = T))
# basic plot to check we're plotting something sensible
#pheatmap(t(mat))
# spruce it up a bit..
ann <- data.frame(Condition = c(rep("Healthy_control", 3), rep("Healthy_cytokine", 3)))
rownames(ann) <- rownames(mat)
col <- c("blue", "forestgreen")
names(col) <- c("Healthy_control", "Healthy_cytokine")
ann_col <- list(Condition = col)
pheatmap(t(mat),
show_rownames = TRUE,
annotation_col = ann,
annotation_colors = ann_col,
labels_row = FALSE, # figure out remove row labels
color = hcl.colors(100, "PRGn",rev=F))
heatmap for top20
subset <- rld[, 7:12]
# now select de_up, de_down, i.e DE genes that passed the filtering our function produced
up <- rownames(de_up)
down <- rownames(de_down)
# subset matrix to include only DE genes
key <- c(up, down)
subset <- subset[which(rownames(subset) %in% key),]
mat <- t(subset)
mat <- scale(mat, center=T, scale=T)
mat <- t(mat)
mat <- na.omit(mat)
plot_top_20<-c(up_list,down_list)
top_genes <- mat[which(rownames(mat) %in% plot_top_20),]
# make group
rownames(ann) == colnames(top_genes)## [1] TRUE TRUE TRUE TRUE TRUE TRUEpheatmap::pheatmap(top_genes,
show_rownames = T,
annotation_col = ann,
annotation_colors = ann_col,
color=hcl.colors(100, 'PRGn',rev=F))
##GO Pathway Read GMT file
# read in gmt file
pathway <- gmtPathways("/Users/aungphyo/Downloads/c5.all.v2023.1.Hs.symbols.gmt.txt")
head(pathway, 1)## $GOBP_MITOCHONDRIAL_GENOME_MAINTENANCE
## [1] "AKT3" "PPARGC1A" "POLG2" "PARP1" "DNA2" "TYMP"
## [7] "FLCN" "PRIMPOL" "ENDOG" "STOX1" "SLC25A4" "LIG3"
## [13] "MEF2A" "MPV17" "OPA1" "RRM2B" "POLG" "SLC25A36"
## [19] "TWNK" "RRM1" "METTL4" "SSBP1" "TOP3A" "TP53"
## [25] "TEFM" "PIF1" "SESN2" "SLC25A33" "DNAJA3" "MGME1"
## [31] "LONP1"Create ranked gene list
Extract the gene names and associated log2FoldChanges from our healthy cytokine vs healthy control study to generate a ranked gene list.
## convert result object to dataframe
res <- as.data.frame(res1)
res$hgnc_symbol <- rownames(res)
# compute summary stat
fgsea_rank <- res %>%
dplyr::select(hgnc_symbol, log2FoldChange) %>%
na.omit() %>%
distinct() %>%
group_by(hgnc_symbol) %>%
summarize(log2foldchange=mean(log2FoldChange))
fgsea_rank## # A tibble: 16,478 × 2
## hgnc_symbol log2foldchange
## <chr> <dbl>
## 1 "" -0.0811
## 2 "A1BG" 0.178
## 3 "A1CF" 0.807
## 4 "A2M" 0.690
## 5 "A2ML1" -0.669
## 6 "A2MP1" 0.232
## 7 "A4GALT" 0.921
## 8 "A4GNT" -0.651
## 9 "AAAS" -0.282
## 10 "AACS" 0.124
## # ℹ 16,468 more rowsConvert to a named list
rank <- deframe(fgsea_rank)
head(rank, 20)## A1BG A1CF A2M A2ML1 A2MP1
## -0.08106658 0.17779131 0.80699938 0.69022080 -0.66934621 0.23223054
## A4GALT A4GNT AAAS AACS AADAT AAGAB
## 0.92105758 -0.65100877 -0.28201115 0.12395885 -0.68486107 0.36251058
## AAK1 AAMDC AAMP AANAT AAR2 AARD
## 0.06013558 -0.29388262 0.10425325 0.16858497 0.05793644 0.77611830
## AARS1 AARS2
## -0.66925235 0.04273303Run fgsea
# run fgsea
fgsea <- fgsea(pathways=pathway, stats=rank, nperm=1000)
fgseaResTidy <- fgsea %>%
as_tibble() %>%
arrange(desc(NES))
# Show in a nice table:
fgseaResTidy %>%
dplyr::select(-leadingEdge, -ES, -nMoreExtreme) %>%
arrange(padj) %>%
DT::datatable()Cluster Profiler of GO Pathway
df <- as.data.frame(res1)
df$hgnc_symbol <- rownames(df)
info <- getBM(attributes=c("hgnc_symbol",
"entrezgene_id"),
filters = c("hgnc_symbol"),
values = df$hgnc_symbol,
mart = mart,
useCache=FALSE)
tmp <- merge(df, info, by="hgnc_symbol")
# subset the dataframe to include only stat sig genes
tmp <- tmp[tmp$padj < 0.01,]OrgDb <- org.Hs.eg.db
geneList <- as.vector(tmp$log2FoldChange)
names(geneList) <- as.character(tmp$entrezgene_id)
gene <- na.omit(as.character(tmp$entrezgene_id))
gene_list<-sort(geneList,decreasing = TRUE)
# GO over-representation test
ego <- clusterProfiler::enrichGO(gene = gene,
OrgDb = OrgDb,
ont = "ALL",
pAdjustMethod = "BH",
pvalueCutoff = 0.001,
qvalueCutoff = 0.01,
readable = TRUE)
#GO gene set enrichment test
ego3 <- gseGO(geneList = gene_list,
OrgDb = OrgDb,
ont = "ALL",
minGSSize = 100,
maxGSSize = 500,
pvalueCutoff = 0.05,
verbose = FALSE,
by="fgsea")## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize, gseaParam, : There are ties in the preranked stats (0.82% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize,
## gseaParam, : There are duplicate gene names, fgsea may produce unexpected
## results.## Warning in fgseaMultilevel(pathways = pathways, stats = stats, minSize =
## minSize, : For some pathways, in reality P-values are less than 1e-10. You can
## set the `eps` argument to zero for better estimation.summary(ego3)## Warning in summary(ego3): summary method to convert the object to data.frame is
## deprecated, please use as.data.frame instead.## ONTOLOGY ID
## GO:0009607 BP GO:0009607
## GO:0043207 BP GO:0043207
## GO:0051707 BP GO:0051707
## GO:0044419 BP GO:0044419
## GO:0006954 BP GO:0006954
## GO:0006955 BP GO:0006955
## GO:0071396 BP GO:0071396
## GO:0033993 BP GO:0033993
## GO:0071345 BP GO:0071345
## GO:0034097 BP GO:0034097
## GO:0006952 BP GO:0006952
## GO:0098542 BP GO:0098542
## GO:0009605 BP GO:0009605
## GO:1901701 BP GO:1901701
## GO:1901700 BP GO:1901700
## GO:0002376 BP GO:0002376
## GO:0002682 BP GO:0002682
## GO:0006950 BP GO:0006950
## GO:0010033 BP GO:0010033
## GO:0071310 BP GO:0071310
## GO:0070887 BP GO:0070887
## GO:0007166 BP GO:0007166
## GO:0005615 CC GO:0005615
## GO:0005102 MF GO:0005102
## GO:0016477 BP GO:0016477
## GO:0048583 BP GO:0048583
## GO:0002684 BP GO:0002684
## GO:0008284 BP GO:0008284
## GO:0001775 BP GO:0001775
## GO:0098772 MF GO:0098772
## GO:0042127 BP GO:0042127
## GO:0008283 BP GO:0008283
## GO:0032101 BP GO:0032101
## GO:0048584 BP GO:0048584
## GO:0051240 BP GO:0051240
## GO:0045321 BP GO:0045321
## GO:0040011 BP GO:0040011
## GO:0048870 BP GO:0048870
## GO:0051674 BP GO:0051674
## GO:0065008 BP GO:0065008
## GO:0001816 BP GO:0001816
## GO:0080134 BP GO:0080134
## GO:0030155 BP GO:0030155
## GO:0001817 BP GO:0001817
## GO:0042592 BP GO:0042592
## GO:0051239 BP GO:0051239
## GO:0050776 BP GO:0050776
## GO:0014070 BP GO:0014070
## GO:0007267 BP GO:0007267
## GO:0002520 BP GO:0002520
## GO:0048513 BP GO:0048513
## GO:0098771 BP GO:0098771
## GO:0050801 BP GO:0050801
## GO:0048585 BP GO:0048585
## GO:0048534 BP GO:0048534
## GO:0030097 BP GO:0030097
## GO:0006873 BP GO:0006873
## GO:0030003 BP GO:0030003
## GO:0055080 BP GO:0055080
## GO:0055065 BP GO:0055065
## GO:0044281 BP GO:0044281
## GO:0008219 BP GO:0008219
## GO:0009966 BP GO:0009966
## GO:0007155 BP GO:0007155
## GO:0019725 BP GO:0019725
## GO:1902533 BP GO:1902533
## GO:0009967 BP GO:0009967
## GO:0030334 BP GO:0030334
## GO:0099081 CC GO:0099081
## GO:0023056 BP GO:0023056
## GO:0035556 BP GO:0035556
## GO:0046903 BP GO:0046903
## GO:0055082 BP GO:0055082
## GO:0010628 BP GO:0010628
## GO:0048878 BP GO:0048878
## GO:0006468 BP GO:0006468
## GO:0046914 MF GO:0046914
## GO:0023051 BP GO:0023051
## GO:0016310 BP GO:0016310
## GO:0006915 BP GO:0006915
## GO:0010646 BP GO:0010646
## GO:0010647 BP GO:0010647
## GO:0010941 BP GO:0010941
## GO:0060548 BP GO:0060548
## GO:0040012 BP GO:0040012
## GO:0035295 BP GO:0035295
## GO:2000145 BP GO:2000145
## GO:0006796 BP GO:0006796
## GO:0050793 BP GO:0050793
## GO:0006793 BP GO:0006793
## GO:0012501 BP GO:0012501
## GO:0005856 CC GO:0005856
## GO:0023057 BP GO:0023057
## GO:0048514 BP GO:0048514
## GO:0010648 BP GO:0010648
## GO:0048869 BP GO:0048869
## GO:0009968 BP GO:0009968
## GO:0051094 BP GO:0051094
## GO:0045595 BP GO:0045595
## GO:1902531 BP GO:1902531
## GO:0009719 BP GO:0009719
## GO:0008285 BP GO:0008285
## GO:0043069 BP GO:0043069
## GO:0042981 BP GO:0042981
## GO:0030054 CC GO:0030054
## GO:0043066 BP GO:0043066
## GO:0043067 BP GO:0043067
## GO:0018193 BP GO:0018193
## GO:0032879 BP GO:0032879
## GO:0030154 BP GO:0030154
## GO:0001568 BP GO:0001568
## GO:0006082 BP GO:0006082
## GO:0043436 BP GO:0043436
## GO:1901135 BP GO:1901135
## GO:0045597 BP GO:0045597
## GO:0051050 BP GO:0051050
## GO:0000165 BP GO:0000165
## GO:0051336 BP GO:0051336
## GO:0019752 BP GO:0019752
## GO:0009893 BP GO:0009893
## GO:0033554 BP GO:0033554
## GO:0001944 BP GO:0001944
## GO:0140352 BP GO:0140352
## GO:0098609 BP GO:0098609
## GO:0008092 MF GO:0008092
## GO:0009891 BP GO:0009891
## GO:0009892 BP GO:0009892
## GO:0043005 CC GO:0043005
## GO:0009725 BP GO:0009725
## GO:0032268 BP GO:0032268
## GO:0099080 CC GO:0099080
## GO:0051049 BP GO:0051049
## GO:0140096 MF GO:0140096
## GO:0036211 BP GO:0036211
## GO:0006508 BP GO:0006508
## GO:0001932 BP GO:0001932
## GO:0045944 BP GO:0045944
## GO:0010629 BP GO:0010629
## GO:0051246 BP GO:0051246
## GO:0009628 BP GO:0009628
## GO:2000026 BP GO:2000026
## GO:0019220 BP GO:0019220
## GO:0051174 BP GO:0051174
## GO:0031328 BP GO:0031328
## GO:0042325 BP GO:0042325
## GO:0045202 CC GO:0045202
## GO:0035239 BP GO:0035239
## GO:1901698 BP GO:1901698
## GO:0000003 BP GO:0000003
## GO:0022414 BP GO:0022414
## GO:0010468 BP GO:0010468
## GO:0043412 BP GO:0043412
## GO:0010604 BP GO:0010604
## GO:0010605 BP GO:0010605
## GO:0065009 BP GO:0065009
## GO:0022603 BP GO:0022603
## GO:0120025 CC GO:0120025
## GO:0010243 BP GO:0010243
## GO:0031399 BP GO:0031399
## GO:0051241 BP GO:0051241
## GO:0010562 BP GO:0010562
## GO:0045937 BP GO:0045937
## GO:0031401 BP GO:0031401
## GO:0051248 BP GO:0051248
## GO:0045893 BP GO:0045893
## GO:1902680 BP GO:1902680
## GO:1903508 BP GO:1903508
## GO:0042995 CC GO:0042995
## GO:0009889 BP GO:0009889
## GO:0031325 BP GO:0031325
## GO:0072359 BP GO:0072359
## GO:0060429 BP GO:0060429
## GO:0009888 BP GO:0009888
## GO:0071495 BP GO:0071495
## GO:0010557 BP GO:0010557
## GO:0038023 MF GO:0038023
## GO:0060089 MF GO:0060089
## GO:1901362 BP GO:1901362
## Description
## GO:0009607 response to biotic stimulus
## GO:0043207 response to external biotic stimulus
## GO:0051707 response to other organism
## GO:0044419 biological process involved in interspecies interaction between organisms
## GO:0006954 inflammatory response
## GO:0006955 immune response
## GO:0071396 cellular response to lipid
## GO:0033993 response to lipid
## GO:0071345 cellular response to cytokine stimulus
## GO:0034097 response to cytokine
## GO:0006952 defense response
## GO:0098542 defense response to other organism
## GO:0009605 response to external stimulus
## GO:1901701 cellular response to oxygen-containing compound
## GO:1901700 response to oxygen-containing compound
## GO:0002376 immune system process
## GO:0002682 regulation of immune system process
## GO:0006950 response to stress
## GO:0010033 response to organic substance
## GO:0071310 cellular response to organic substance
## GO:0070887 cellular response to chemical stimulus
## GO:0007166 cell surface receptor signaling pathway
## GO:0005615 extracellular space
## GO:0005102 signaling receptor binding
## GO:0016477 cell migration
## GO:0048583 regulation of response to stimulus
## GO:0002684 positive regulation of immune system process
## GO:0008284 positive regulation of cell population proliferation
## GO:0001775 cell activation
## GO:0098772 molecular function regulator activity
## GO:0042127 regulation of cell population proliferation
## GO:0008283 cell population proliferation
## GO:0032101 regulation of response to external stimulus
## GO:0048584 positive regulation of response to stimulus
## GO:0051240 positive regulation of multicellular organismal process
## GO:0045321 leukocyte activation
## GO:0040011 locomotion
## GO:0048870 cell motility
## GO:0051674 localization of cell
## GO:0065008 regulation of biological quality
## GO:0001816 cytokine production
## GO:0080134 regulation of response to stress
## GO:0030155 regulation of cell adhesion
## GO:0001817 regulation of cytokine production
## GO:0042592 homeostatic process
## GO:0051239 regulation of multicellular organismal process
## GO:0050776 regulation of immune response
## GO:0014070 response to organic cyclic compound
## GO:0007267 cell-cell signaling
## GO:0002520 immune system development
## GO:0048513 animal organ development
## GO:0098771 inorganic ion homeostasis
## GO:0050801 ion homeostasis
## GO:0048585 negative regulation of response to stimulus
## GO:0048534 hematopoietic or lymphoid organ development
## GO:0030097 hemopoiesis
## GO:0006873 cellular ion homeostasis
## GO:0030003 cellular cation homeostasis
## GO:0055080 cation homeostasis
## GO:0055065 metal ion homeostasis
## GO:0044281 small molecule metabolic process
## GO:0008219 cell death
## GO:0009966 regulation of signal transduction
## GO:0007155 cell adhesion
## GO:0019725 cellular homeostasis
## GO:1902533 positive regulation of intracellular signal transduction
## GO:0009967 positive regulation of signal transduction
## GO:0030334 regulation of cell migration
## GO:0099081 supramolecular polymer
## GO:0023056 positive regulation of signaling
## GO:0035556 intracellular signal transduction
## GO:0046903 secretion
## GO:0055082 cellular chemical homeostasis
## GO:0010628 positive regulation of gene expression
## GO:0048878 chemical homeostasis
## GO:0006468 protein phosphorylation
## GO:0046914 transition metal ion binding
## GO:0023051 regulation of signaling
## GO:0016310 phosphorylation
## GO:0006915 apoptotic process
## GO:0010646 regulation of cell communication
## GO:0010647 positive regulation of cell communication
## GO:0010941 regulation of cell death
## GO:0060548 negative regulation of cell death
## GO:0040012 regulation of locomotion
## GO:0035295 tube development
## GO:2000145 regulation of cell motility
## GO:0006796 phosphate-containing compound metabolic process
## GO:0050793 regulation of developmental process
## GO:0006793 phosphorus metabolic process
## GO:0012501 programmed cell death
## GO:0005856 cytoskeleton
## GO:0023057 negative regulation of signaling
## GO:0048514 blood vessel morphogenesis
## GO:0010648 negative regulation of cell communication
## GO:0048869 cellular developmental process
## GO:0009968 negative regulation of signal transduction
## GO:0051094 positive regulation of developmental process
## GO:0045595 regulation of cell differentiation
## GO:1902531 regulation of intracellular signal transduction
## GO:0009719 response to endogenous stimulus
## GO:0008285 negative regulation of cell population proliferation
## GO:0043069 negative regulation of programmed cell death
## GO:0042981 regulation of apoptotic process
## GO:0030054 cell junction
## GO:0043066 negative regulation of apoptotic process
## GO:0043067 regulation of programmed cell death
## GO:0018193 peptidyl-amino acid modification
## GO:0032879 regulation of localization
## GO:0030154 cell differentiation
## GO:0001568 blood vessel development
## GO:0006082 organic acid metabolic process
## GO:0043436 oxoacid metabolic process
## GO:1901135 carbohydrate derivative metabolic process
## GO:0045597 positive regulation of cell differentiation
## GO:0051050 positive regulation of transport
## GO:0000165 MAPK cascade
## GO:0051336 regulation of hydrolase activity
## GO:0019752 carboxylic acid metabolic process
## GO:0009893 positive regulation of metabolic process
## GO:0033554 cellular response to stress
## GO:0001944 vasculature development
## GO:0140352 export from cell
## GO:0098609 cell-cell adhesion
## GO:0008092 cytoskeletal protein binding
## GO:0009891 positive regulation of biosynthetic process
## GO:0009892 negative regulation of metabolic process
## GO:0043005 neuron projection
## GO:0009725 response to hormone
## GO:0032268 regulation of cellular protein metabolic process
## GO:0099080 supramolecular complex
## GO:0051049 regulation of transport
## GO:0140096 catalytic activity, acting on a protein
## GO:0036211 protein modification process
## GO:0006508 proteolysis
## GO:0001932 regulation of protein phosphorylation
## GO:0045944 positive regulation of transcription by RNA polymerase II
## GO:0010629 negative regulation of gene expression
## GO:0051246 regulation of protein metabolic process
## GO:0009628 response to abiotic stimulus
## GO:2000026 regulation of multicellular organismal development
## GO:0019220 regulation of phosphate metabolic process
## GO:0051174 regulation of phosphorus metabolic process
## GO:0031328 positive regulation of cellular biosynthetic process
## GO:0042325 regulation of phosphorylation
## GO:0045202 synapse
## GO:0035239 tube morphogenesis
## GO:1901698 response to nitrogen compound
## GO:0000003 reproduction
## GO:0022414 reproductive process
## GO:0010468 regulation of gene expression
## GO:0043412 macromolecule modification
## GO:0010604 positive regulation of macromolecule metabolic process
## GO:0010605 negative regulation of macromolecule metabolic process
## GO:0065009 regulation of molecular function
## GO:0022603 regulation of anatomical structure morphogenesis
## GO:0120025 plasma membrane bounded cell projection
## GO:0010243 response to organonitrogen compound
## GO:0031399 regulation of protein modification process
## GO:0051241 negative regulation of multicellular organismal process
## GO:0010562 positive regulation of phosphorus metabolic process
## GO:0045937 positive regulation of phosphate metabolic process
## GO:0031401 positive regulation of protein modification process
## GO:0051248 negative regulation of protein metabolic process
## GO:0045893 positive regulation of DNA-templated transcription
## GO:1902680 positive regulation of RNA biosynthetic process
## GO:1903508 positive regulation of nucleic acid-templated transcription
## GO:0042995 cell projection
## GO:0009889 regulation of biosynthetic process
## GO:0031325 positive regulation of cellular metabolic process
## GO:0072359 circulatory system development
## GO:0060429 epithelium development
## GO:0009888 tissue development
## GO:0071495 cellular response to endogenous stimulus
## GO:0010557 positive regulation of macromolecule biosynthetic process
## GO:0038023 signaling receptor activity
## GO:0060089 molecular transducer activity
## GO:1901362 organic cyclic compound biosynthetic process
## setSize enrichmentScore NES pvalue p.adjust
## GO:0009607 181 0.6352283 2.642107 1.000000e-10 1.613043e-09
## GO:0043207 177 0.6363324 2.636346 1.000000e-10 1.613043e-09
## GO:0051707 177 0.6363324 2.636346 1.000000e-10 1.613043e-09
## GO:0044419 192 0.6257072 2.622978 1.000000e-10 1.613043e-09
## GO:0006954 133 0.6391480 2.562793 1.000000e-10 1.613043e-09
## GO:0006955 196 0.6079437 2.554568 1.000000e-10 1.613043e-09
## GO:0071396 114 0.6411828 2.524259 1.000000e-10 1.613043e-09
## GO:0033993 154 0.6161904 2.515315 1.000000e-10 1.613043e-09
## GO:0071345 128 0.6294803 2.513458 1.000000e-10 1.613043e-09
## GO:0034097 146 0.6204315 2.497432 1.000000e-10 1.613043e-09
## GO:0006952 210 0.5824385 2.467465 1.000000e-10 1.613043e-09
## GO:0098542 109 0.5999793 2.341029 1.000000e-10 1.613043e-09
## GO:0009605 345 0.5268472 2.318189 1.000000e-10 1.613043e-09
## GO:1901701 195 0.5511708 2.315739 1.000000e-10 1.613043e-09
## GO:1901700 248 0.5375715 2.312801 1.000000e-10 1.613043e-09
## GO:0002376 312 0.5227822 2.288005 1.000000e-10 1.613043e-09
## GO:0002682 187 0.5249975 2.194260 1.000000e-10 1.613043e-09
## GO:0006950 485 0.4811207 2.158227 1.000000e-10 1.613043e-09
## GO:0010033 413 0.4808675 2.144933 1.000000e-10 1.613043e-09
## GO:0071310 341 0.4793215 2.108376 1.000000e-10 1.613043e-09
## GO:0070887 434 0.4660715 2.083392 1.000000e-10 1.613043e-09
## GO:0007166 357 0.4556249 2.009055 1.000000e-10 1.613043e-09
## GO:0005615 465 0.4398763 1.970465 1.000000e-10 1.613043e-09
## GO:0005102 209 0.5060081 2.140230 1.253668e-10 1.937962e-09
## GO:0016477 210 0.4887537 2.070575 1.263681e-09 1.875303e-08
## GO:0048583 497 0.3989217 1.795868 1.511365e-09 2.156602e-08
## GO:0002684 113 0.5754889 2.261328 1.590346e-09 2.185253e-08
## GO:0008284 131 0.5422436 2.175075 7.867681e-09 1.042468e-07
## GO:0001775 139 0.5329078 2.146800 1.189540e-08 1.521791e-07
## GO:0098772 237 0.4551617 1.941615 1.461209e-08 1.807029e-07
## GO:0042127 239 0.4615351 1.972353 1.764099e-08 2.045253e-07
## GO:0008283 269 0.4519172 1.953313 1.711197e-08 2.045253e-07
## GO:0032101 136 0.5308603 2.140197 2.477183e-08 2.784954e-07
## GO:0048584 263 0.4450722 1.921121 5.271009e-08 5.751601e-07
## GO:0051240 203 0.4688927 1.978843 5.443057e-08 5.769641e-07
## GO:0045321 116 0.5435517 2.146731 6.813820e-08 7.022020e-07
## GO:0040011 247 0.4434595 1.906916 9.615316e-08 9.641303e-07
## GO:0048870 227 0.4550714 1.937054 1.852705e-07 1.762445e-06
## GO:0051674 227 0.4550714 1.937054 1.852705e-07 1.762445e-06
## GO:0065008 465 0.3753000 1.681190 3.041981e-07 2.821437e-06
## GO:0001816 115 0.5224330 2.056491 6.935906e-07 6.276149e-06
## GO:0080134 189 0.4578873 1.919144 7.611507e-07 6.723497e-06
## GO:0030155 108 0.5271946 2.051729 8.018179e-07 6.918010e-06
## GO:0001817 112 0.5143741 2.018728 1.670380e-06 1.408434e-05
## GO:0042592 247 0.4159505 1.788624 2.952761e-06 2.388440e-05
## GO:0051239 361 0.3856549 1.703378 2.961409e-06 2.388440e-05
## GO:0050776 104 0.5181367 2.000034 3.761317e-06 2.907185e-05
## GO:0014070 128 0.4827947 1.927756 3.710749e-06 2.907185e-05
## GO:0007267 207 0.4355925 1.840871 4.257713e-06 3.223697e-05
## GO:0002520 127 0.4826482 1.931807 1.156049e-05 8.577886e-05
## GO:0048513 422 0.3557729 1.587351 1.337873e-05 9.732369e-05
## GO:0098771 111 0.4917925 1.926655 1.505770e-05 1.074309e-04
## GO:0050801 112 0.4900074 1.923098 1.847700e-05 1.293390e-04
## GO:0048585 235 0.4058051 1.729885 2.398342e-05 1.647750e-04
## GO:0048534 124 0.4762144 1.896501 2.481151e-05 1.673649e-04
## GO:0030097 112 0.4843854 1.901034 2.872140e-05 1.902793e-04
## GO:0006873 100 0.4975808 1.907947 3.761434e-05 2.406021e-04
## GO:0030003 100 0.4975808 1.907947 3.761434e-05 2.406021e-04
## GO:0055080 110 0.4876957 1.908002 3.860719e-05 2.427673e-04
## GO:0055065 102 0.4989357 1.922065 4.061852e-05 2.511579e-04
## GO:0044281 254 0.3795880 1.634836 4.687319e-05 2.850812e-04
## GO:0008219 302 0.3763967 1.643359 5.098725e-05 3.051011e-04
## GO:0009966 388 0.3602886 1.597848 5.261306e-05 3.098324e-04
## GO:0007155 192 0.4150062 1.739715 5.734974e-05 3.324493e-04
## GO:0019725 129 0.4620253 1.849144 5.960876e-05 3.363556e-04
## GO:1902533 123 0.4593630 1.828076 5.983685e-05 3.363556e-04
## GO:0009967 196 0.4081990 1.715244 8.270758e-05 4.579778e-04
## GO:0030334 139 0.4431315 1.785139 8.956194e-05 4.886394e-04
## GO:0099081 100 -0.4089327 -1.840393 9.680021e-05 5.058152e-04
## GO:0023056 216 0.3972536 1.689593 9.611592e-05 5.058152e-04
## GO:0035556 333 0.3567866 1.565010 9.579110e-05 5.058152e-04
## GO:0046903 112 0.4689821 1.840581 1.071552e-04 5.521468e-04
## GO:0055082 117 0.4596383 1.814657 1.110325e-04 5.642883e-04
## GO:0010628 148 0.4348896 1.760838 1.222099e-04 6.044117e-04
## GO:0048878 164 0.4259161 1.746858 1.238148e-04 6.044117e-04
## GO:0006468 189 0.4048204 1.696724 1.214257e-04 6.044117e-04
## GO:0046914 127 0.4540670 1.817411 1.598479e-04 7.701764e-04
## GO:0023051 432 0.3383238 1.510824 1.727890e-04 8.218555e-04
## GO:0016310 231 0.3804176 1.617268 2.098916e-04 9.856935e-04
## GO:0006915 266 0.3669413 1.586544 2.162087e-04 1.002668e-03
## GO:0010646 429 0.3403809 1.520442 2.193556e-04 1.004703e-03
## GO:0010647 217 0.3934504 1.675592 2.323251e-04 1.051130e-03
## GO:0010941 242 0.3820254 1.637738 2.384076e-04 1.065653e-03
## GO:0060548 153 0.4234130 1.723633 2.801004e-04 1.237110e-03
## GO:0040012 148 0.4224592 1.710508 3.204612e-04 1.382455e-03
## GO:0035295 162 0.4011260 1.641998 3.176466e-04 1.382455e-03
## GO:2000145 144 0.4212932 1.697387 3.475159e-04 1.481936e-03
## GO:0006796 355 0.3421211 1.507726 3.627886e-04 1.529484e-03
## GO:0050793 318 0.3547673 1.551394 3.904678e-04 1.627680e-03
## GO:0006793 357 0.3434596 1.514467 5.462064e-04 2.251584e-03
## GO:0012501 275 0.3663106 1.585373 5.564457e-04 2.261414e-03
## GO:0005856 257 -0.2916235 -1.485387 5.607819e-04 2.261414e-03
## GO:0023057 200 0.3861321 1.628724 6.093761e-04 2.430952e-03
## GO:0048514 109 0.4417603 1.723682 7.020060e-04 2.770683e-03
## GO:0010648 199 0.3842738 1.620014 7.640038e-04 2.983636e-03
## GO:0048869 478 0.3198377 1.434858 7.738605e-04 2.990648e-03
## GO:0009968 185 0.3909030 1.631582 7.911225e-04 3.025840e-03
## GO:0051094 167 0.3972295 1.630646 8.014832e-04 3.034187e-03
## GO:0045595 201 0.3813411 1.611190 9.146115e-04 3.393209e-03
## GO:1902531 220 0.3726409 1.586227 9.102613e-04 3.393209e-03
## GO:0009719 220 0.3724659 1.585482 9.320638e-04 3.423719e-03
## GO:0008285 108 0.4329299 1.684871 9.590239e-04 3.461192e-03
## GO:0043069 131 0.4163045 1.669902 9.702532e-04 3.461192e-03
## GO:0042981 213 0.3688966 1.569454 9.624785e-04 3.461192e-03
## GO:0030054 229 -0.2924656 -1.478571 1.023381e-03 3.615947e-03
## GO:0043066 129 0.4209513 1.684755 1.077562e-03 3.771466e-03
## GO:0043067 217 0.3727919 1.587613 1.144858e-03 3.969553e-03
## GO:0018193 138 0.4123352 1.664977 1.157635e-03 3.976691e-03
## GO:0032879 374 0.3328254 1.476393 1.303202e-03 4.395343e-03
## GO:0030154 476 0.3186852 1.429773 1.296398e-03 4.395343e-03
## GO:0001568 123 0.4124915 1.641546 1.398455e-03 4.591386e-03
## GO:0006082 140 0.4029444 1.623335 1.394896e-03 4.591386e-03
## GO:0043436 140 0.4029444 1.623335 1.394896e-03 4.591386e-03
## GO:1901135 162 0.3840662 1.572164 1.421883e-03 4.627357e-03
## GO:0045597 117 0.4166508 1.644941 1.906608e-03 6.150883e-03
## GO:0051050 131 0.4041720 1.621235 1.996797e-03 6.386308e-03
## GO:0000165 107 0.4310058 1.672661 2.162801e-03 6.800673e-03
## GO:0051336 137 0.4017089 1.619558 2.163017e-03 6.800673e-03
## GO:0019752 136 0.4055887 1.635157 2.268421e-03 7.072137e-03
## GO:0009893 441 0.3144534 1.406478 2.563066e-03 7.924146e-03
## GO:0033554 242 0.3511186 1.505241 2.586391e-03 7.930174e-03
## GO:0001944 129 0.4073578 1.630351 2.847064e-03 8.657876e-03
## GO:0140352 108 0.4153636 1.616506 2.996940e-03 9.039549e-03
## GO:0098609 111 0.4119034 1.613680 3.037675e-03 9.088529e-03
## GO:0008092 119 -0.3346687 -1.538811 3.196746e-03 9.487943e-03
## GO:0009891 222 0.3544452 1.511988 3.305152e-03 9.731836e-03
## GO:0009892 340 0.3214325 1.413781 3.504447e-03 1.023740e-02
## GO:0043005 136 -0.3201612 -1.470823 3.645380e-03 1.056591e-02
## GO:0009725 132 0.3986116 1.601924 3.675427e-03 1.057041e-02
## GO:0032268 293 0.3357991 1.461815 3.763042e-03 1.073914e-02
## GO:0099080 132 -0.3263651 -1.498160 4.366751e-03 1.214417e-02
## GO:0051049 237 0.3387324 1.444954 4.317109e-03 1.214417e-02
## GO:0140096 254 0.3289110 1.416576 4.386303e-03 1.214417e-02
## GO:0036211 402 0.3125643 1.388480 4.352312e-03 1.214417e-02
## GO:0006508 213 0.3473607 1.477830 4.459148e-03 1.225440e-02
## GO:0001932 137 0.3891364 1.568870 4.676386e-03 1.275691e-02
## GO:0045944 131 0.3897424 1.563355 4.717398e-03 1.277485e-02
## GO:0010629 116 0.3995914 1.578167 4.831699e-03 1.298957e-02
## GO:0051246 315 0.3260026 1.426150 5.027212e-03 1.341795e-02
## GO:0009628 157 0.3735450 1.523155 5.780105e-03 1.531728e-02
## GO:2000026 193 0.3549529 1.488517 5.862207e-03 1.542467e-02
## GO:0019220 175 0.3661283 1.511065 5.993942e-03 1.544273e-02
## GO:0051174 175 0.3661283 1.511065 5.993942e-03 1.544273e-02
## GO:0031328 221 0.3470384 1.477533 5.967283e-03 1.544273e-02
## GO:0042325 153 0.3740774 1.522797 6.171624e-03 1.579084e-02
## GO:0045202 129 -0.3131622 -1.434034 6.727853e-03 1.709612e-02
## GO:0035239 134 0.3827163 1.538358 6.934173e-03 1.744192e-02
## GO:1901698 154 0.3702095 1.511211 6.957965e-03 1.744192e-02
## GO:0000003 149 0.3701057 1.500927 7.274657e-03 1.799265e-02
## GO:0022414 149 0.3701057 1.500927 7.274657e-03 1.799265e-02
## GO:0010468 474 0.2991504 1.340913 7.403582e-03 1.819026e-02
## GO:0043412 419 0.2989521 1.332310 7.492200e-03 1.828688e-02
## GO:0010604 405 0.3075016 1.366307 7.622965e-03 1.848444e-02
## GO:0010605 307 0.3233446 1.412474 8.181176e-03 1.970920e-02
## GO:0065009 388 0.3077367 1.364785 8.602911e-03 2.059148e-02
## GO:0022603 132 0.3831964 1.539974 8.986899e-03 2.137269e-02
## GO:0120025 237 -0.2618032 -1.317336 9.213302e-03 2.177156e-02
## GO:0010243 144 0.3682750 1.483777 9.673815e-03 2.271510e-02
## GO:0031399 182 0.3475314 1.446600 1.023831e-02 2.388939e-02
## GO:0051241 154 0.3618273 1.476994 1.041816e-02 2.415710e-02
## GO:0010562 110 0.3908738 1.529208 1.067234e-02 2.444097e-02
## GO:0045937 110 0.3908738 1.529208 1.067234e-02 2.444097e-02
## GO:0031401 124 0.3807521 1.516327 1.098656e-02 2.500623e-02
## GO:0051248 132 0.3770041 1.515089 1.182112e-02 2.674167e-02
## GO:0045893 176 0.3415339 1.412729 1.218821e-02 2.707679e-02
## GO:1902680 176 0.3415339 1.412729 1.218821e-02 2.707679e-02
## GO:1903508 176 0.3415339 1.412729 1.218821e-02 2.707679e-02
## GO:0042995 245 -0.2556594 -1.284047 1.366482e-02 3.017647e-02
## GO:0009889 396 0.2919874 1.296043 1.854720e-02 4.071604e-02
## GO:0031325 380 0.2954249 1.310341 1.955333e-02 4.267226e-02
## GO:0072359 170 0.3427884 1.409915 2.021002e-02 4.384746e-02
## GO:0060429 143 0.3510777 1.417104 2.049322e-02 4.394788e-02
## GO:0009888 258 0.3098168 1.336093 2.043044e-02 4.394788e-02
## GO:0071495 194 0.3355014 1.408369 2.069334e-02 4.412201e-02
## GO:0010557 205 0.3250722 1.372636 2.186536e-02 4.635456e-02
## GO:0038023 100 0.3780267 1.449523 2.238779e-02 4.692581e-02
## GO:0060089 100 0.3780267 1.449523 2.238779e-02 4.692581e-02
## GO:1901362 399 0.2888623 1.281864 2.354824e-02 4.908088e-02
## qvalue rank leading_edge
## GO:0009607 7.917620e-10 240 tags=36%, list=12%, signal=35%
## GO:0043207 7.917620e-10 240 tags=36%, list=12%, signal=35%
## GO:0051707 7.917620e-10 240 tags=36%, list=12%, signal=35%
## GO:0044419 7.917620e-10 240 tags=35%, list=12%, signal=34%
## GO:0006954 7.917620e-10 222 tags=39%, list=11%, signal=37%
## GO:0006955 7.917620e-10 268 tags=39%, list=14%, signal=37%
## GO:0071396 7.917620e-10 288 tags=46%, list=15%, signal=41%
## GO:0033993 7.917620e-10 288 tags=44%, list=15%, signal=41%
## GO:0071345 7.917620e-10 305 tags=40%, list=16%, signal=36%
## GO:0034097 7.917620e-10 305 tags=41%, list=16%, signal=37%
## GO:0006952 7.917620e-10 296 tags=37%, list=15%, signal=35%
## GO:0098542 7.917620e-10 251 tags=35%, list=13%, signal=32%
## GO:0009605 7.917620e-10 356 tags=37%, list=18%, signal=37%
## GO:1901701 7.917620e-10 208 tags=28%, list=11%, signal=28%
## GO:1901700 7.917620e-10 329 tags=35%, list=17%, signal=34%
## GO:0002376 7.917620e-10 299 tags=33%, list=15%, signal=33%
## GO:0002682 7.917620e-10 394 tags=42%, list=20%, signal=37%
## GO:0006950 7.917620e-10 412 tags=35%, list=21%, signal=37%
## GO:0010033 7.917620e-10 394 tags=35%, list=20%, signal=36%
## GO:0071310 7.917620e-10 398 tags=36%, list=20%, signal=35%
## GO:0070887 7.917620e-10 394 tags=34%, list=20%, signal=35%
## GO:0007166 7.917620e-10 329 tags=31%, list=17%, signal=32%
## GO:0005615 7.917620e-10 369 tags=32%, list=19%, signal=35%
## GO:0005102 9.512480e-10 356 tags=39%, list=18%, signal=36%
## GO:0016477 9.204921e-09 357 tags=37%, list=18%, signal=34%
## GO:0048583 1.058568e-08 418 tags=33%, list=21%, signal=34%
## GO:0002684 1.072631e-08 305 tags=42%, list=16%, signal=38%
## GO:0008284 5.116950e-08 356 tags=46%, list=18%, signal=40%
## GO:0001775 7.469707e-08 305 tags=39%, list=16%, signal=35%
## GO:0098772 8.869798e-08 274 tags=26%, list=14%, signal=25%
## GO:0042127 1.003912e-07 356 tags=37%, list=18%, signal=35%
## GO:0008283 1.003912e-07 356 tags=36%, list=18%, signal=34%
## GO:0032101 1.366994e-07 409 tags=46%, list=21%, signal=39%
## GO:0048584 2.823172e-07 277 tags=29%, list=14%, signal=28%
## GO:0051240 2.832027e-07 319 tags=36%, list=16%, signal=34%
## GO:0045321 3.446757e-07 305 tags=41%, list=16%, signal=36%
## GO:0040011 4.732432e-07 357 tags=34%, list=18%, signal=31%
## GO:0048870 8.650959e-07 357 tags=34%, list=18%, signal=32%
## GO:0051674 8.650959e-07 357 tags=34%, list=18%, signal=32%
## GO:0065008 1.384902e-06 329 tags=28%, list=17%, signal=30%
## GO:0001816 3.080646e-06 455 tags=46%, list=23%, signal=38%
## GO:0080134 3.300227e-06 409 tags=36%, list=21%, signal=31%
## GO:0030155 3.395704e-06 329 tags=41%, list=17%, signal=36%
## GO:0001817 6.913295e-06 455 tags=46%, list=23%, signal=37%
## GO:0042592 1.172365e-05 328 tags=31%, list=17%, signal=30%
## GO:0051239 1.172365e-05 356 tags=33%, list=18%, signal=33%
## GO:0050776 1.426991e-05 394 tags=42%, list=20%, signal=36%
## GO:0014070 1.426991e-05 329 tags=38%, list=17%, signal=34%
## GO:0007267 1.582351e-05 341 tags=34%, list=17%, signal=32%
## GO:0002520 4.210453e-05 286 tags=34%, list=15%, signal=31%
## GO:0048513 4.777131e-05 329 tags=28%, list=17%, signal=30%
## GO:0098771 5.273244e-05 341 tags=37%, list=17%, signal=32%
## GO:0050801 6.348603e-05 341 tags=37%, list=17%, signal=32%
## GO:0048585 8.087976e-05 418 tags=37%, list=21%, signal=33%
## GO:0048534 8.215103e-05 286 tags=33%, list=15%, signal=30%
## GO:0030097 9.339854e-05 286 tags=34%, list=15%, signal=31%
## GO:0006873 1.180995e-04 394 tags=39%, list=20%, signal=33%
## GO:0030003 1.180995e-04 394 tags=39%, list=20%, signal=33%
## GO:0055080 1.191623e-04 341 tags=36%, list=17%, signal=32%
## GO:0055065 1.232808e-04 341 tags=38%, list=17%, signal=33%
## GO:0044281 1.399320e-04 491 tags=38%, list=25%, signal=33%
## GO:0008219 1.497588e-04 356 tags=27%, list=18%, signal=27%
## GO:0009966 1.520812e-04 418 tags=31%, list=21%, signal=30%
## GO:0007155 1.631827e-04 343 tags=34%, list=18%, signal=31%
## GO:0019725 1.651001e-04 273 tags=28%, list=14%, signal=26%
## GO:1902533 1.651001e-04 362 tags=37%, list=19%, signal=32%
## GO:0009967 2.247983e-04 362 tags=33%, list=19%, signal=30%
## GO:0030334 2.398485e-04 357 tags=37%, list=18%, signal=33%
## GO:0099081 2.482793e-04 151 tags=19%, list=8%, signal=18%
## GO:0023056 2.482793e-04 375 tags=33%, list=19%, signal=30%
## GO:0035556 2.482793e-04 398 tags=29%, list=20%, signal=28%
## GO:0046903 2.710211e-04 296 tags=33%, list=15%, signal=30%
## GO:0055082 2.769808e-04 394 tags=37%, list=20%, signal=31%
## GO:0010628 2.966754e-04 529 tags=49%, list=27%, signal=38%
## GO:0048878 2.966754e-04 418 tags=38%, list=21%, signal=32%
## GO:0006468 2.966754e-04 394 tags=33%, list=20%, signal=29%
## GO:0046914 3.780409e-04 175 tags=21%, list=9%, signal=21%
## GO:0023051 4.034076e-04 418 tags=30%, list=21%, signal=30%
## GO:0016310 4.838274e-04 438 tags=34%, list=22%, signal=30%
## GO:0006915 4.921592e-04 356 tags=27%, list=18%, signal=26%
## GO:0010646 4.931581e-04 418 tags=30%, list=21%, signal=30%
## GO:0010647 5.159467e-04 375 tags=33%, list=19%, signal=30%
## GO:0010941 5.230756e-04 540 tags=42%, list=28%, signal=34%
## GO:0060548 6.072353e-04 405 tags=35%, list=21%, signal=30%
## GO:0040012 6.785776e-04 357 tags=36%, list=18%, signal=32%
## GO:0035295 6.785776e-04 400 tags=37%, list=20%, signal=32%
## GO:2000145 7.274079e-04 357 tags=36%, list=18%, signal=32%
## GO:0006796 7.507467e-04 537 tags=37%, list=27%, signal=33%
## GO:0050793 7.989466e-04 412 tags=34%, list=21%, signal=32%
## GO:0006793 1.105190e-03 537 tags=37%, list=27%, signal=33%
## GO:0012501 1.110015e-03 356 tags=27%, list=18%, signal=26%
## GO:0005856 1.110015e-03 537 tags=37%, list=27%, signal=31%
## GO:0023057 1.193232e-03 455 tags=38%, list=23%, signal=33%
## GO:0048514 1.359989e-03 400 tags=41%, list=20%, signal=35%
## GO:0010648 1.464517e-03 394 tags=34%, list=20%, signal=30%
## GO:0048869 1.467959e-03 319 tags=24%, list=16%, signal=27%
## GO:0009968 1.485233e-03 455 tags=39%, list=23%, signal=33%
## GO:0051094 1.489330e-03 353 tags=34%, list=18%, signal=31%
## GO:0045595 1.665556e-03 319 tags=30%, list=16%, signal=28%
## GO:1902531 1.665556e-03 455 tags=36%, list=23%, signal=31%
## GO:0009719 1.680532e-03 349 tags=30%, list=18%, signal=28%
## GO:0008285 1.698925e-03 317 tags=33%, list=16%, signal=30%
## GO:0043069 1.698925e-03 403 tags=34%, list=21%, signal=29%
## GO:0042981 1.698925e-03 509 tags=38%, list=26%, signal=32%
## GO:0030054 1.774887e-03 286 tags=25%, list=15%, signal=24%
## GO:0043066 1.851223e-03 403 tags=35%, list=21%, signal=30%
## GO:0043067 1.948454e-03 509 tags=38%, list=26%, signal=32%
## GO:0018193 1.951958e-03 525 tags=41%, list=27%, signal=32%
## GO:0032879 2.157453e-03 233 tags=20%, list=12%, signal=22%
## GO:0030154 2.157453e-03 319 tags=24%, list=16%, signal=27%
## GO:0001568 2.253681e-03 400 tags=38%, list=20%, signal=32%
## GO:0006082 2.253681e-03 480 tags=40%, list=25%, signal=33%
## GO:0043436 2.253681e-03 480 tags=40%, list=25%, signal=33%
## GO:1901135 2.271337e-03 491 tags=41%, list=25%, signal=34%
## GO:0045597 3.019160e-03 285 tags=32%, list=15%, signal=30%
## GO:0051050 3.134718e-03 375 tags=34%, list=19%, signal=29%
## GO:0000165 3.338109e-03 428 tags=38%, list=22%, signal=32%
## GO:0051336 3.338109e-03 305 tags=27%, list=16%, signal=24%
## GO:0019752 3.471357e-03 480 tags=40%, list=25%, signal=33%
## GO:0009893 3.889565e-03 427 tags=27%, list=22%, signal=27%
## GO:0033554 3.892524e-03 411 tags=27%, list=21%, signal=25%
## GO:0001944 4.249716e-03 400 tags=38%, list=20%, signal=32%
## GO:0140352 4.437061e-03 375 tags=37%, list=19%, signal=32%
## GO:0098609 4.461102e-03 305 tags=34%, list=16%, signal=31%
## GO:0008092 4.657155e-03 275 tags=24%, list=14%, signal=22%
## GO:0009891 4.776870e-03 343 tags=23%, list=18%, signal=22%
## GO:0009892 5.025025e-03 454 tags=29%, list=23%, signal=27%
## GO:0043005 5.186272e-03 266 tags=25%, list=14%, signal=23%
## GO:0009725 5.188485e-03 328 tags=32%, list=17%, signal=28%
## GO:0032268 5.271306e-03 453 tags=31%, list=23%, signal=28%
## GO:0099080 5.960962e-03 151 tags=14%, list=8%, signal=14%
## GO:0051049 5.960962e-03 375 tags=28%, list=19%, signal=26%
## GO:0140096 5.960962e-03 537 tags=35%, list=27%, signal=30%
## GO:0036211 5.960962e-03 537 tags=34%, list=27%, signal=31%
## GO:0006508 6.015069e-03 319 tags=21%, list=16%, signal=20%
## GO:0001932 6.261724e-03 394 tags=34%, list=20%, signal=29%
## GO:0045944 6.270533e-03 296 tags=27%, list=15%, signal=24%
## GO:0010629 6.375926e-03 454 tags=34%, list=23%, signal=28%
## GO:0051246 6.586199e-03 453 tags=30%, list=23%, signal=27%
## GO:0009628 7.518482e-03 346 tags=29%, list=18%, signal=26%
## GO:2000026 7.571197e-03 418 tags=36%, list=21%, signal=32%
## GO:0019220 7.580058e-03 394 tags=31%, list=20%, signal=28%
## GO:0051174 7.580058e-03 394 tags=31%, list=20%, signal=28%
## GO:0031328 7.580058e-03 343 tags=23%, list=18%, signal=21%
## GO:0042325 7.750932e-03 394 tags=32%, list=20%, signal=28%
## GO:0045202 8.391626e-03 231 tags=22%, list=12%, signal=21%
## GO:0035239 8.561365e-03 400 tags=37%, list=20%, signal=31%
## GO:1901698 8.561365e-03 394 tags=29%, list=20%, signal=25%
## GO:0000003 8.831689e-03 317 tags=28%, list=16%, signal=26%
## GO:0022414 8.831689e-03 317 tags=28%, list=16%, signal=26%
## GO:0010468 8.928684e-03 479 tags=29%, list=25%, signal=29%
## GO:0043412 8.976112e-03 509 tags=31%, list=26%, signal=29%
## GO:0010604 9.073085e-03 427 tags=26%, list=22%, signal=26%
## GO:0010605 9.674255e-03 313 tags=21%, list=16%, signal=20%
## GO:0065009 1.010732e-02 211 tags=16%, list=11%, signal=17%
## GO:0022603 1.049078e-02 400 tags=36%, list=20%, signal=31%
## GO:0120025 1.068657e-02 381 tags=27%, list=19%, signal=25%
## GO:0010243 1.114970e-02 218 tags=19%, list=11%, signal=19%
## GO:0031399 1.172610e-02 431 tags=33%, list=22%, signal=28%
## GO:0051241 1.185751e-02 374 tags=36%, list=19%, signal=32%
## GO:0010562 1.199684e-02 394 tags=35%, list=20%, signal=29%
## GO:0045937 1.199684e-02 394 tags=35%, list=20%, signal=29%
## GO:0031401 1.227430e-02 394 tags=34%, list=20%, signal=29%
## GO:0051248 1.312614e-02 431 tags=33%, list=22%, signal=27%
## GO:0045893 1.329064e-02 296 tags=22%, list=15%, signal=20%
## GO:1902680 1.329064e-02 296 tags=22%, list=15%, signal=20%
## GO:1903508 1.329064e-02 296 tags=22%, list=15%, signal=20%
## GO:0042995 1.481211e-02 381 tags=27%, list=19%, signal=25%
## GO:0009889 1.998546e-02 354 tags=20%, list=18%, signal=20%
## GO:0031325 2.094567e-02 431 tags=26%, list=22%, signal=25%
## GO:0072359 2.152252e-02 400 tags=34%, list=20%, signal=30%
## GO:0060429 2.157181e-02 296 tags=29%, list=15%, signal=26%
## GO:0009888 2.157181e-02 327 tags=27%, list=17%, signal=26%
## GO:0071495 2.165728e-02 343 tags=28%, list=18%, signal=25%
## GO:0010557 2.275313e-02 305 tags=20%, list=16%, signal=19%
## GO:0038023 2.303352e-02 349 tags=36%, list=18%, signal=31%
## GO:0060089 2.303352e-02 349 tags=36%, list=18%, signal=31%
## GO:1901362 2.409134e-02 506 tags=30%, list=26%, signal=28%
## core_enrichment
## GO:0009607 6372/6374/3576/84419/3569/2921/1440/1437/4321/2919/3627/2920/6364/4843/3934/6355/1910/54210/5266/6356/2706/6348/5197/5105/3055/5743/6347/6354/6648/629/718/80149/5142/5452/6352/2255/9023/650/2643/259307/64127/51561/8876/7128/2537/8942/9076/10964/7133/3965/19/1435/3575/5734/1604/4792/29126/3656/654/8638/3600/5971/4129/80380/330
## GO:0043207 6372/6374/3576/84419/3569/2921/1440/1437/4321/2919/3627/2920/6364/4843/3934/6355/1910/54210/5266/6356/2706/6348/5197/5105/3055/5743/6347/6354/6648/629/718/80149/5142/5452/6352/2255/9023/650/2643/64127/51561/8876/7128/2537/8942/9076/10964/7133/3965/19/1435/3575/5734/1604/4792/29126/3656/654/8638/3600/5971/4129/80380/330
## GO:0051707 6372/6374/3576/84419/3569/2921/1440/1437/4321/2919/3627/2920/6364/4843/3934/6355/1910/54210/5266/6356/2706/6348/5197/5105/3055/5743/6347/6354/6648/629/718/80149/5142/5452/6352/2255/9023/650/2643/64127/51561/8876/7128/2537/8942/9076/10964/7133/3965/19/1435/3575/5734/1604/4792/29126/3656/654/8638/3600/5971/4129/80380/330
## GO:0044419 6372/6374/3576/84419/3569/2921/1440/1437/4321/2919/3627/2920/6364/4843/3934/6355/1910/54210/5266/6356/2706/6348/5197/5105/3055/5743/6347/6354/6648/629/718/80149/5142/5452/6352/2255/9023/650/2643/64127/51561/8876/7128/2537/8942/9076/10964/7133/3965/19/1435/3575/5734/1604/4792/3383/29126/3656/654/8638/7037/3600/5971/4129/56649/80380/330
## GO:0006954 6372/6374/3576/3569/2921/388125/2919/4314/3627/2920/6364/4843/6355/1910/54210/6356/6348/5197/3055/5743/1999/6347/7130/6289/6354/718/145741/80149/6352/650/6288/90865/5742/64127/51561/8876/7128/135/9536/7133/64332/3965/1435/2152/5734/4792/3656/654/10100/7037/3600/5971
## GO:0006955 6372/6374/3576/3569/2921/1440/1437/4321/2919/3627/2920/83953/6364/4843/3934/6355/54210/5266/6356/6348/5197/5105/3055/6347/8740/6354/629/718/1520/8013/80149/5142/5452/6352/9023/9308/3976/2643/259307/64127/51561/8876/7128/2537/8942/8743/9076/10964/7133/5144/64332/3965/1435/3575/952/5734/1604/4792/3383/29126/3656/654/8638/7037/3600/5971/7043/80380/330/4791/3574/6590/23308/5321/284/1906
## GO:0071396 6372/6374/3576/3569/2921/1440/1437/2919/1591/6781/3627/2920/4843/1910/2706/6348/5197/6943/5105/3055/6347/8013/80149/5142/1645/6751/6352/57795/64127/7128/1646/6096/9076/5166/7133/19/1604/4792/29126/3656/55022/654/5327/3600/80380/7035/1906/3624/8644/687/9420/4824
## GO:0033993 6372/6374/3576/3569/2921/1440/1437/2919/1591/6781/3627/2920/4843/6750/1910/2706/6348/5197/6943/5105/3055/5743/6347/768/3294/6648/8013/80149/5142/1645/6751/6352/2255/57795/2643/64127/7128/5069/1646/6096/387758/9076/5166/7133/3965/19/952/5734/1604/4792/29126/3656/55022/654/5327/7037/3600/4129/7043/80380/6590/7035/1906/3624/8644/687/9420/4824
## GO:0071345 6372/6374/3576/3569/2921/1440/1437/4321/2919/3627/2920/6364/4843/6355/6356/6348/5197/5105/3055/6347/6354/80149/6751/6352/90865/7128/9076/4502/7133/3965/1435/3575/4501/2152/4792/3383/3656/55022/8638/7037/3600/330/3574/284/1906/8828/3601/4824/2294/27242/1236
## GO:0034097 6372/6374/3576/3569/2921/1440/1437/4321/2919/3627/2920/6364/4843/6355/6356/6348/5197/5105/3055/5743/6347/6354/80149/6751/6352/9023/90865/2643/7128/8942/9076/4502/7133/3965/1435/3575/4501/952/2152/4792/3383/29126/3656/55022/8638/7037/3600/5971/330/3574/284/1906/1030/8828/3601/9759/4824/2294/27242/1236
## GO:0006952 6372/6374/3576/3569/2921/4321/388125/2919/4314/3627/2920/6364/4843/3934/6355/1910/54210/116372/5266/6356/6348/5197/3055/5743/1999/6347/7130/6289/6354/629/718/145741/80149/6352/9023/650/6288/90865/9308/5742/2643/64127/51561/8876/7128/2537/8942/135/9076/10964/9536/7133/64332/3965/1435/3575/2152/5734/1604/4792/3656/654/8638/10100/7037/3600/5971/330/6590/23308/4973/1906/3624/3487/9759/2678/2294
## GO:0098542 6372/3569/4321/3627/6364/4843/3934/6355/54210/5266/6356/6348/3055/6347/6354/629/718/80149/6352/9023/2643/64127/51561/8876/7128/2537/8942/9076/10964/3965/1435/3575/1604/8638/3600/5971/330/6590
## GO:0009605 6372/6374/3576/84419/3569/2921/1440/1437/4321/5617/388125/2919/4314/1591/6781/3627/2920/6364/4843/3934/6750/6355/1910/54210/5266/6356/2706/6348/5197/5105/3055/5743/6347/7130/8740/6354/91584/6648/629/718/145741/627/2153/80149/5142/5452/6751/6352/90226/2255/9023/650/6288/90865/2643/3759/114897/64127/51561/8876/150094/7128/2537/8942/135/10371/84665/4929/9076/10964/5166/9536/7133/64332/3965/19/1435/3575/220441/7482/2152/5270/5734/1604/84251/4792/29126/3656/654/8638/5327/7037/3600/5971/3918/4129/80036/81788/80380/330/6590/284/7035/1906/1909/1030/8644/9420/8828/2678/2294/1236/9201/6513/133/84879/7804/5737/3728/23710/2252/6558/8767/4982/8349/2621/4282
## GO:1901701 6372/6374/3576/3569/2921/1440/1437/2919/4314/1591/6781/3627/2920/4843/1910/116372/2706/6348/5197/5105/3055/5743/6347/6648/9283/8013/80149/5142/1645/6751/6352/57795/2643/9630/64127/7128/1646/6096/4929/9340/9076/5166/7133/19/23516/5734/1604/4792/3383/29126/3656/55022/6659/654/5327
## GO:1901700 6372/6374/3576/3569/2921/1440/1437/4321/2919/4314/1591/6781/3627/2920/4843/6750/1910/116372/2706/6348/5197/5105/3055/5743/6347/768/3294/6648/9283/8013/2153/80149/5142/1645/6751/6352/2255/57795/5997/2643/9630/64127/7128/8942/1646/6096/387758/4929/9340/9076/5166/7133/3965/19/952/23516/5734/1604/4792/1285/3383/29126/3656/55022/6659/654/5327/7037/4121/3600/4129/7043/80380/6590/1906/3624/1909/8644/687/4824/1282/1236/6513/133/7804/1281/5737/3728
## GO:0002376 6372/6374/3576/3569/2921/1440/1437/4321/2919/3627/2920/83953/6364/4843/3934/6355/1910/54210/5266/6356/6348/5197/4495/6943/5105/3055/6347/6547/7130/8740/6354/3589/6648/629/718/1520/8013/80149/5142/5452/6352/2255/9023/6288/90865/9308/3976/2643/259307/64127/51561/8876/7128/2537/8942/135/8743/9076/10964/7133/5144/64332/3965/1435/3575/7482/952/5734/1604/4792/3383/29126/3656/6659/654/8638/10100/7037/3600/5971/7043/80380/330/4791/3574/6590/23308/5321/4891/8362/554313/4973/284/1906/3624/1030/9420/2034/3601/9759/2678/2294/27242
## GO:0002682 6372/3576/3569/1440/4321/3627/6364/4843/6355/6348/5105/3055/6347/7130/8740/6354/629/718/1520/8013/80149/5142/6352/2255/90865/9308/3976/259307/64127/51561/8876/7128/135/7133/5144/64332/3965/1435/3575/952/5734/1604/4792/3383/29126/3656/6659/8638/7037/3600/7043/80380/330/3574/23308/5321/8362/554313/284/1906/3624/3601/2678/2294/27242/1236/7804/1281/8767/2621/4282/3075/2048/57724/1843/10318/144811/92610/25
## GO:0006950 6372/6374/3576/3569/2921/1437/4321/388125/2919/4314/6781/3627/2920/6364/4843/3934/6750/6355/1910/54210/116372/597/5266/6356/2706/6348/5197/4495/5105/3055/5743/1999/6347/6547/7130/7980/6289/6354/768/6648/629/718/9283/145741/8013/2153/80149/6751/6352/2255/9023/650/6288/90865/9308/5742/2643/114897/64127/51561/8876/150094/7128/2537/8870/8942/4494/135/10371/112399/231/4929/9076/1827/10964/5166/4502/9536/7133/64332/79772/3965/19/1435/3575/4501/220441/7482/952/2152/5270/5734/1604/4792/342897/5352/3656/6659/654/8638/5327/10100/7037/4121/3600/5971/637/81788/7043/56649/330/6590/23308/5321/4891/4973/7035/1906/4493/3624/1909/1030/8644/3487/57132/2034/9759/4824/2678/2294/51129/1236/6513/25987/133/84879/7804/1281/5737/23710/80824/2252/6558/10105/8767/5163/8349/2621/4282/79899/5230/3075/64108/2048/1843/83478/10318/664/144811/11200/6775/92610/25/10758/135112/5687/149840/9180/255738/1903
## GO:0010033 6372/6374/3576/3569/2921/1440/1437/4321/2919/4314/1591/6781/3627/2920/6364/4843/6750/6355/1910/116372/6356/2706/6348/5197/4495/6943/5105/3055/5743/6347/7130/6354/768/3294/6648/1520/627/9982/8013/2153/80149/5142/1645/6751/6352/90226/2255/9023/650/90865/9308/57795/5997/2643/9630/64127/7128/8942/135/5069/1646/6096/387758/4929/9340/9076/5166/4502/7133/2201/375567/3965/19/1435/3575/4501/952/2152/23516/5734/1604/4792/1285/342897/3383/29126/3656/55022/6659/654/8638/5327/7037/4121/3600/5971/4129/7043/80380/330/3574/6590/284/7035/1906/3624/1909/1030/8644/687/9420/8828/4052/3601/9759/4824/1282/2294/27242/1236/55959/6513/133/7804/1281/5737/3728/387914/2252/6558/8767/4982/2621/4837/4282/5214/1284/2048/3667/57724/1843/10318/8503/11200/6775/25
## GO:0071310 6372/6374/3576/3569/2921/1440/1437/4321/2919/1591/6781/3627/2920/6364/4843/6750/6355/1910/6356/2706/6348/5197/4495/6943/5105/3055/5743/6347/7130/6354/6648/1520/627/9982/8013/80149/5142/1645/6751/6352/90226/2255/650/90865/57795/9630/64127/7128/1646/6096/4929/9340/9076/5166/4502/7133/2201/375567/3965/19/1435/3575/4501/2152/23516/5734/1604/4792/3383/29126/3656/55022/6659/654/8638/5327/7037/3600/7043/80380/330/3574/284/7035/1906/3624/1909/1030/8644/687/9420/8828/4052/3601/4824/1282/2294/27242/1236/55959/7804/1281/5737/3728/387914/2252/6558/8767/2621/4282/5214/1284/2048/3667/57724/1843/10318/8503/11200/6775/25/10758
## GO:0070887 6372/6374/3576/3569/2921/1440/1437/4321/2919/4314/1591/6781/3627/2920/6364/4843/6750/6355/1910/54210/116372/6356/2706/6348/5197/4495/6943/5105/3055/5743/6347/6547/7130/8740/6354/91584/6648/1520/9283/627/9982/8013/80149/5142/1645/6751/6352/90226/2255/9023/650/6288/90865/57795/5742/2643/9630/64127/51561/8876/7128/4494/1646/112399/6096/231/4929/9340/9076/5166/4502/9536/7133/2201/375567/3965/19/1435/3575/4501/2152/23516/5734/1604/4792/3383/29126/3656/55022/6659/654/8638/5327/7037/3600/5971/7043/27233/80380/330/3574/5321/284/7035/1906/4493/3624/1909/1030/8644/687/9420/8828/2034/4052/3601/4824/1282/2294/27242/1236/55959/6513/7804/54498/1281/5737/3728/387914/2252/6558/10105/8767/5163/2621/4282/79899/5214/5230/1284/2048/3667/57724/1843/10318/664/8503/11200/6775/25
## GO:0007166 6372/6374/3576/3569/2921/1440/1437/4321/5617/2919/3627/2920/6364/6750/6355/1910/84870/597/6356/6348/5197/3055/6347/2675/6547/7130/6354/80319/91584/718/9283/50486/627/9982/8013/80149/5142/6751/6352/2255/650/90865/3976/11197/64127/51561/7128/2537/174/135/10371/8743/4929/9340/5166/7133/5144/2201/64332/375567/92737/19/1435/3575/7482/952/2239/2152/23516/5270/1604/4792/1285/3383/29126/3656/55022/6659/654/8638/5327/3600/637/7043/80380/330/3574/23308/284/1906/3624/1909/1030/3487/8828/4052/3601/4824/1282/2202/2294/27242/388630/1236/55959/25987/9510/7804/9052/1281/3728
## GO:0005615 6372/6374/3576/3569/105378220/2921/1440/1437/4321/5617/2919/4314/6781/3627/2920/6364/3934/6750/6355/169044/5266/6356/56265/4319/25884/6348/5197/5105/6347/54972/7130/7980/6289/8740/6354/3589/6648/629/718/1520/3242/627/9982/3641/64093/10158/2153/3081/1645/6352/90226/1286/2255/650/6288/90865/54360/5742/3976/9630/114897/51561/7128/174/10371/5069/8743/5874/27076/231/10135/27286/7127/375567/3965/1435/1294/7482/952/2239/2152/54674/5270/1604/1285/342897/11320/5352/3383/29126/29992/654/5327/26018/7037/1117/7045/22795/4121/3600/3918/7043/56649/152007/3574/65108/6590/23308/3855/2710/8362/554313/284/7035/1906/3624/8644/3487/57132/3601/2678/1282/3887/2202/51129/723790/8838/55959/5768/6513/25987/133/7804/9052/3910/48/1281/3728/3939/2252/6558/4982/8349/2621/3732/4282/5214/5230/3075/1284/2182
## GO:0005102 6372/6374/3576/3569/2921/1440/1437/5617/2919/6781/3627/2920/6364/6750/6355/1910/116372/84870/6356/6348/5197/3055/6347/8740/6354/3589/718/627/3641/6352/90226/2255/650/6288/90865/54360/3976/9630/11197/51561/135/10371/8743/10135/27286/5144/92737/19/1435/7482/5270/1285/3383/29992/654/5327/7045/3600/637/3918/2256/7043/3574/23308/284/1906/3624/3487/2202/51129/8838/734/133/57561/3910/1281/23710/2252/8767/4982/2621/4282
## GO:0016477 6372/6374/3576/3569/2921/4321/2919/6781/3627/2920/6364/6750/6355/1910/54210/6356/6348/5197/3055/5743/6347/7130/8740/6354/91584/6648/9982/8013/80149/5142/6352/2255/9023/650/6288/64127/51561/7128/10371/4929/9076/27286/79772/3965/92737/1435/2239/2152/5270/5734/3383/29126/3914/5327/7803/3918/152007/284/1906/1909/9420/8828/2294/1236/9201/9510/7804/390/3910/1281/3728/2252/23286/6558/4163/2621/4282/79899
## GO:0048583 6372/3576/3569/1440/1437/4321/5617/388125/4314/3627/6364/6355/1910/116372/84870/6356/6348/6943/5105/3055/5743/6347/6547/7130/8740/6354/3589/80319/91584/6648/629/718/1520/9283/50486/10846/145741/627/9982/8013/80149/5142/6352/2255/650/6288/90865/3976/5997/2643/259307/114897/11197/64127/51561/8876/7128/2537/8870/135/10371/8743/1646/4929/9076/1827/9536/7133/5144/2201/64332/79772/375567/3965/19/1435/3575/220441/952/2239/2152/23516/5270/5734/1604/4792/3383/29126/3656/55022/6659/654/8638/5327/7037/3600/637/7043/152007/330/4128/3574/23308/5321/284/7035/1906/3624/1030/8644/3487/9420/4052/9759/4824/2678/2294/27242/388630/1236/55959/25987/133/7804/9052/57561/1281/3728/80824/387914/23286/6558/10105/8767/4163/2621/4282/79899/220164/1846/3075/2048/3667/57724/1843/83478/10318/144811/11200/92610/25/10758/2869/26091/135112/5687/149840/9180/255738/8844/1847/6772
## GO:0002684 3576/3569/4321/3627/6364/4843/6355/6348/5105/3055/6347/8740/6354/629/718/8013/80149/5142/6352/2255/90865/9308/3976/259307/64127/51561/8876/5144/64332/3965/1435/3575/952/1604/3383/29126/6659/7037/3600/80380/3574/23308/5321/1906/3601/2294/27242/1236
## GO:0008284 6374/3569/1440/1437/4321/5617/3627/1910/6356/3055/5743/3589/9283/9982/3641/8013/6352/2255/650/3976/64127/51561/7128/1646/9340/10135/9076/3965/1435/3575/952/2152/1604/342897/29126/55022/6659/654/7037/3600/3918/7043/80380/3574/65108/23308/1906/8644/9420/8828/9759/4824/2294/133/9510/5737/2252/8767/2621/4282
## GO:0001775 6372/3576/3569/1437/3627/6348/5197/4495/5105/6347/8740/3589/8013/80149/6352/2255/6288/90865/9308/259307/114897/64127/51561/8876/7128/135/7133/64332/3965/1435/3575/952/5270/5734/1604/3383/29126/6659/5327/7037/3600/5971/80380/4791/3574/23308/5321/1906/3624/3601/9759/2294/27242/1236
## GO:0098772 6372/6374/3576/3569/2921/1440/1437/5617/2919/404203/6781/3627/2920/6364/6750/6355/116372/5266/6356/6348/5197/6347/7980/8740/6354/3589/153218/718/627/3641/6330/6352/90226/2255/650/90865/3976/5997/51561/10371/8743/5874/10135/1827/27147/1435/1294/7482/5270/1285/654/3600/2256/7043/330/3574/6590/7035/1906/3624/1030
## GO:0042127 6374/3576/3569/1440/1437/4321/5617/2919/3627/4843/6750/6355/1910/6356/3055/5743/6347/3589/6648/9283/9982/3641/8013/6751/6352/2255/650/90865/5742/3976/259307/64127/51561/7128/135/3604/1646/112399/9340/10135/9076/9536/7133/3965/1435/3575/952/2152/5270/1604/4792/1285/342897/29126/55022/6659/654/7037/3600/637/3918/7043/80380/3574/65108/23308/5321/284/1906/3624/1030/8644/687/9420/8828/9759/4824/2294/27242/8838/133/9510/5737/3728/2252/8767/4163/2621/4282
## GO:0008283 6374/3576/3569/1440/1437/4321/5617/2919/6781/3627/4843/6750/6355/1910/6356/3055/5743/6347/8740/3589/6648/9283/9982/3641/8013/6751/6352/2255/650/90865/5742/3976/259307/64127/51561/7128/135/3604/1646/112399/9340/10135/9076/9536/7133/3965/1435/3575/7482/952/2152/5270/1604/4792/1285/342897/29126/55022/6659/654/7037/7045/3600/637/3918/7043/80380/3574/65108/23308/5321/284/1906/3624/1909/1030/8644/3487/687/9420/8828/9759/4824/2294/27242/8838/133/9510/1281/5737/3728/2252/8767/5163/4163/2621/4282
## GO:0032101 6372/3576/3569/4321/388125/4314/3627/1910/6348/3055/5743/6347/7130/8740/6354/91584/718/145741/80149/6352/2255/6288/90865/114897/64127/51561/7128/135/10371/9536/7133/64332/3965/1435/2152/5270/5734/1604/4792/654/8638/5327/3600/330/7035/1906/2678/2294/1236/7804/6558/8767/2621/4282/3075/2048/1843/10318/144811/10758/5687/9180
## GO:0048584 3576/3569/1440/4321/5617/388125/3627/6364/6355/84870/6356/6348/5105/3055/5743/6347/8740/6354/3589/629/718/9283/50486/145741/627/9982/8013/80149/5142/6352/2255/650/90865/3976/114897/64127/51561/7128/135/10371/8743/1646/9076/5144/64332/3965/1435/3575/952/2152/23516/5734/1604/4792/3383/29126/6659/654/8638/7037/3600/637/7043/152007/330/4128/3574/23308/5321/284/1906/3624/1030/8644/3487
## GO:0051240 3576/3569/1437/4321/5617/4843/3934/1910/6356/6348/5105/5743/91584/718/50486/627/8013/80149/5142/5452/2255/650/6288/90865/9308/3976/5997/2643/259307/114897/64127/51561/8876/135/10371/83401/27286/7133/5144/2201/64332/3965/19/1435/3575/7482/952/2152/54674/5270/5734/1604/29126/6659/654/5327/7037/3600/2118/7043/152007/3574/1906/3624/2034/3601/4824/51129/1236/55959/25987/133/7804
## GO:0045321 6372/3576/3569/1437/6348/4495/5105/6347/8740/3589/8013/80149/6352/2255/90865/9308/259307/64127/51561/8876/7128/135/7133/64332/3965/1435/3575/952/5734/1604/3383/29126/6659/7037/3600/5971/80380/3574/23308/5321/1906/3624/3601/9759/2294/27242/1236
## GO:0040011 6372/6374/3576/3569/2921/4321/2919/6781/3627/2920/6364/6750/6355/1910/54210/6356/6348/5197/3055/5743/6347/7130/8740/6354/91584/6648/627/9982/8013/80149/5142/6352/2255/9023/650/6288/64127/51561/7128/135/10371/84665/4929/9076/1827/27286/79772/3965/92737/1435/2239/2152/5270/5734/3383/29126/3914/5327/7803/3918/152007/284/1906/1909/9420/8828/2294/1236/9201/9510/7804/57561/390/3910/1281/3728/2252/23286/6558/4163/2621/4282/79899
## GO:0048870 6372/6374/3576/3569/2921/4321/2919/6781/3627/2920/6364/6750/6355/1910/54210/6356/6348/5197/3055/5743/6347/7130/8740/6354/91584/6648/9982/8013/80149/5142/6352/2255/9023/650/6288/64127/51561/7128/10371/4929/9076/27286/79772/3965/92737/1435/2239/2152/5270/5734/3383/29126/3914/5327/7803/3918/152007/284/1906/1909/9420/8828/2294/1236/9201/9510/7804/390/3910/1281/3728/2252/23286/6558/4163/2621/4282/79899
## GO:0051674 6372/6374/3576/3569/2921/4321/2919/6781/3627/2920/6364/6750/6355/1910/54210/6356/6348/5197/3055/5743/6347/7130/8740/6354/91584/6648/9982/8013/80149/5142/6352/2255/9023/650/6288/64127/51561/7128/10371/4929/9076/27286/79772/3965/92737/1435/2239/2152/5270/5734/3383/29126/3914/5327/7803/3918/152007/284/1906/1909/9420/8828/2294/1236/9201/9510/7804/390/3910/1281/3728/2252/23286/6558/4163/2621/4282/79899
## GO:0065008 6372/3569/1440/5617/388125/6781/3627/4843/3934/6355/1910/6356/6348/5197/4495/5105/3055/5743/6347/6547/7980/8740/6354/3589/91584/3294/6648/338440/9283/50486/64116/145741/627/6330/8013/2153/80149/5142/1645/6352/2255/650/6288/54360/5742/3976/5997/2643/259307/9630/3759/114897/64127/7128/2537/4494/174/135/79895/10371/1646/83401/231/9076/27286/5166/4502/9536/7133/5144/79772/3965/19/1435/3575/4501/952/2239/2152/23516/54674/5270/5734/1604/84251/3383/55022/6659/654/5327/7037/771/3600/637/4129/26872/4128/3574/57419/5321/4891/284/7035/1906/4493/3624/1909/8644/9420/8828/2034/4824/51129/1236/8838/340152/6513/25987/133/84879/7804/57561/390/3910/48/1281/5737/3728
## GO:0001816 6372/3569/1437/4321/4843/54210/6348/5743/718/8013/80149/5142/5452/6288/90865/9308/64127/51561/7128/7133/5144/3965/2152/5734/1604/29126/3600/5971/7043/80380/3574/23308/284/3624/4052/27242/1236/55959/25987/1281/8767/2621/4282/2048/144811/25/1903/6772/2597/2633/3091/602/6095
## GO:0080134 6372/3569/4321/388125/4314/1910/6348/3055/5743/7130/6648/718/9283/145741/8013/80149/6352/2255/650/6288/90865/2643/114897/64127/51561/8876/7128/8870/135/10371/9076/9536/7133/64332/79772/3965/2152/5270/5734/4792/6659/5327/3600/637/330/7035/1906/4824/2678/2294/1236/7804/80824/6558/8767/4282/3075/2048/1843/10318/144811/11200/25/10758/135112/5687/149840/9180
## GO:0030155 3576/3569/4321/388125/5105/6347/8740/91584/145741/8013/80149/6352/650/6288/9308/3976/259307/114897/64127/51561/8876/135/64332/375567/3965/1435/3575/5270/1604/29126/6659/654/7037/7045/3600/80380/3574/23308/284/2294/27242/1236/3910/3728
## GO:0001817 6372/3569/1437/4321/4843/6348/5743/718/8013/80149/5142/5452/6288/90865/9308/64127/51561/7128/7133/5144/3965/2152/5734/1604/29126/3600/5971/7043/80380/3574/23308/284/3624/4052/27242/1236/55959/25987/8767/2621/4282/2048/144811/25/1903/6772/2597/2633/3091/602/6095
## GO:0042592 6372/3569/6781/3627/4843/3934/6355/1910/6356/6348/4495/5105/5743/6347/6547/8740/6354/6648/50486/64116/8013/5142/1645/6352/6288/54360/3759/114897/64127/7128/4494/135/83401/231/9076/5166/4502/9536/5144/3965/19/1435/3575/4501/952/23516/5734/1604/84251/3383/6659/654/7037/771/3600/26872/3574/57419/4891/284/1906/4493/3624/1909/9420/2034/51129/1236/6513/25987/133/84879/57561/3910/48/1281/5737
## GO:0051239 6372/3576/3569/1440/1437/4321/5617/6781/3627/4843/3934/1910/6356/6348/5105/5743/6547/7130/91584/718/9283/50486/627/9982/6330/8013/80149/5142/5452/2255/650/6288/90865/9308/3976/5997/2643/259307/3759/114897/64127/51561/8876/7128/135/10371/83401/4929/27286/5166/9536/7133/5144/2201/64332/3965/19/1435/3575/7482/952/2152/54674/5270/5734/1604/4792/1285/29126/6659/654/5327/7037/3600/5971/2118/7043/152007/80380/3574/23308/8362/554313/284/7035/1906/3624/1909/1030/8828/2034/4052/3601/9759/4824/2202/51129/27242/1236/8838/55959/25987/133/9510/84879/7804/57561/3910/3728/2252/23286/6558/8767/23704/4163/4982/2621/4282
## GO:0050776 3569/4321/5105/3055/629/718/1520/8013/80149/5142/6352/259307/64127/51561/7128/7133/5144/64332/3965/3575/952/1604/4792/29126/3656/8638/7037/3600/330/23308/5321/2294/27242/1236/7804/1281/8767/3075/2048/57724/10318/144811/92610/25
## GO:0014070 3569/1591/6781/3627/6750/1910/2706/6348/6943/5105/5743/6347/768/6648/8013/80149/5142/6751/6352/2255/650/9308/9630/64127/8942/135/5069/387758/9076/952/4792/654/5327/3600/4129/7043/7035/1906/3624/1030/8644/687/9420/4824/2294/133/7804/5737/3728
## GO:0007267 6372/6374/3569/3627/6364/4843/6750/6355/1910/116372/84870/2706/6348/5743/6347/6547/7130/6354/3589/80319/718/627/9982/3641/6330/6352/2255/650/3976/9568/114897/11197/7128/135/8743/4929/10135/9536/7133/79772/19/7482/952/2239/5270/273/6659/654/5327/3600/2256/4129/3574/9890/5321/1906/3624/1909/3487/4824/388630/8838/55959/25987/133/7804/3728/6533/387914/2252/6558
## GO:0002520 3569/1440/1437/6348/4495/6943/5105/6547/7130/3589/6648/80149/2255/9308/3976/259307/51561/8876/7128/64332/3965/1435/3575/7482/5734/4792/29126/6659/10100/7037/3600/5971/4791/3574/4891/8362/554313/284/3624/1030/2034/3601/9759
## GO:0048513 3576/3569/1440/1437/4321/5617/6781/3627/3290/1910/84870/6356/25884/2706/6348/4495/6943/5105/5743/1999/6347/6547/7130/3589/91584/3294/6648/9283/64093/8013/80149/6751/1286/2255/650/54360/9308/3976/5997/259307/51561/8876/150094/7128/174/10371/6096/231/4929/9076/1827/7133/2201/64332/3965/92737/1435/164781/3575/7482/2239/23516/5270/5734/4792/1285/55790/6659/654/3914/10100/26018/7037/7045/3600/11174/5971/3918/4129/2118/7043/152007/4791/3574/9890/3855/57419/4891/8362/554313/284/1906/3624/1909/1030/8644/9420/8828/2034/3601/9759/4824/1282/3887/2202/2294/1236/55959/9201/6513/25987/133/197021/9510/84879/7804/57561/1281/3728
## GO:0098771 6781/3627/3934/6355/1910/6356/6348/4495/6547/6354/6648/64116/6352/6288/3759/114897/4494/135/5166/4502/5144/4501/952/23516/5734/1604/654/7037/771/26872/57419/4891/1906/4493/1909/2034/1236/133/48/5737/6558
## GO:0050801 6781/3627/3934/6355/1910/6356/6348/4495/6547/6354/6648/64116/6352/6288/3759/114897/4494/135/5166/4502/5144/4501/952/23516/5734/1604/654/7037/771/26872/57419/4891/1906/4493/1909/2034/1236/133/48/5737/6558
## GO:0048585 3576/3569/1437/4321/6943/3055/5743/6347/7130/80319/6648/9283/10846/627/8013/80149/5142/6352/2255/650/6288/3976/5997/259307/114897/11197/64127/8876/7128/2537/135/10371/4929/1827/7133/5144/2201/79772/375567/3965/3575/220441/5270/5734/1604/4792/3383/55022/5327/637/7043/3574/7035/1906/3487/9420/4052/4824/2294/388630/55959/25987/133/9052/57561/1281/80824/387914/23286/6558/10105/4163/2621/4282/79899/1846/2048/3667/1843/83478/10318/11200/25/26091/135112/149840/1847/6772
## GO:0048534 3569/1440/1437/6348/4495/6943/5105/6547/7130/3589/6648/80149/2255/9308/3976/259307/51561/8876/64332/3965/1435/3575/7482/5734/4792/6659/10100/7037/3600/5971/4791/3574/4891/8362/554313/284/3624/1030/2034/3601/9759
## GO:0030097 3569/1440/1437/6348/4495/5105/6547/7130/3589/6648/80149/9308/3976/259307/51561/8876/64332/3965/1435/3575/7482/5734/4792/6659/10100/7037/3600/5971/3574/4891/8362/554313/284/3624/1030/2034/3601/9759
## GO:0006873 6781/3627/3934/6355/1910/6356/6348/4495/6547/6354/64116/6352/6288/3759/114897/4494/4502/5144/4501/952/23516/5734/1604/654/7037/57419/4891/1906/4493/1909/1236/133/48/5737/6558/2495/664/144811/25
## GO:0030003 6781/3627/3934/6355/1910/6356/6348/4495/6547/6354/64116/6352/6288/3759/114897/4494/4502/5144/4501/952/23516/5734/1604/654/7037/57419/4891/1906/4493/1909/1236/133/48/5737/6558/2495/664/144811/25
## GO:0055080 6781/3627/3934/6355/1910/6356/6348/4495/6547/6354/6648/64116/6352/6288/3759/114897/4494/135/5166/4502/5144/4501/952/23516/5734/1604/654/7037/26872/57419/4891/1906/4493/1909/2034/1236/133/48/5737/6558
## GO:0055065 6781/3627/3934/6355/1910/6356/6348/4495/6547/6354/6648/64116/6352/6288/3759/114897/4494/135/4502/5144/4501/952/23516/5734/1604/654/7037/26872/57419/4891/1906/4493/1909/2034/1236/133/48/5737/6558
## GO:0044281 1591/4843/1910/5105/5743/768/718/3242/10846/64116/8013/8875/3081/5142/1645/9023/650/5742/2643/259307/114897/8876/150094/8942/174/1646/83401/231/10135/5166/9536/5144/19/23516/5352/55022/55790/654/771/80704/27233/5210/8622/2710/5321/1906/8644/3487/9420/9759/2678/171546/6513/25987/133/84879/48/3939/441024/5163/4837/4282/5214/5230/2182/10560/7274/6482/3667/7167/144811/1890/272/255738/2597/57552/5563/2026/5223/2745/5805/3091/9945/57026/219/5091/6095/7378/5828/1503/2683/226/9056/2821/51099/4830/54541
## GO:0008219 3569/1440/1437/4314/3627/4843/3934/6750/1910/597/6348/3055/5743/6347/8740/6648/9283/50486/627/8013/80149/6352/2255/650/64127/8876/150094/7128/2537/8870/135/3604/10371/8743/112399/27076/231/4929/5166/7133/3965/1435/3575/220441/952/4792/1285/3383/29126/6659/7037/637/81788/7043/330/55332/3574/22822/51537/4973/284/1906/3624/1909/8644/57132/4824/84951/51129/27242/1236/8838/133/7804/5737/6533/10105/8767/5163/4982/56947/2621/4282
## GO:0009966 3576/3569/1440/1437/4321/5617/6364/6355/116372/84870/6356/6348/6943/5743/6347/6547/7130/8740/6354/3589/80319/6648/718/9283/50486/10846/627/9982/80149/5142/6352/2255/650/3976/5997/114897/11197/64127/51561/8876/7128/2537/135/10371/8743/1646/4929/1827/5144/2201/375567/3965/19/1435/3575/220441/2239/2152/23516/5270/1604/4792/3383/3656/55022/6659/654/8638/7037/637/7043/152007/330/4128/3574/284/1906/3624/1030/8644/3487/9420/4052/4824/388630/1236/55959/25987/133/9052/57561/1281/3728/80824/387914/23286/10105/8767/4163/2621/4282/79899/220164/1846/2048/3667/1843/83478/10318/11200/92610/25/10758/2869/26091/255738/8844/1847/6772
## GO:0007155 3576/3569/4321/388125/6356/5105/3055/6347/7130/8740/91584/64116/145741/8013/80149/6352/650/6288/9308/3976/259307/114897/64127/51561/8876/135/27076/84665/9076/27286/64332/375567/3965/1435/1294/3575/2239/5270/1604/1285/3383/29126/6659/654/3914/7037/7045/22795/3600/3918/80380/3574/23308/4973/284/8828/2294/27242/1236/8838/390/3910/1281/3728/4045/8767
## GO:0019725 3569/6781/3627/4843/3934/6355/1910/6356/6348/4495/5105/6347/6547/6354/64116/6352/6288/3759/114897/4494/4502/5144/4501/952/23516/5734/1604/3383/6659/654/7037/57419/4891/1906/4493/1909
## GO:1902533 3569/1440/6364/6355/6356/6348/6347/8740/6354/3589/9283/80149/6352/2255/650/3976/114897/64127/51561/10371/8743/1646/3965/1435/2152/3383/8638/7037/637/7043/152007/330/284/1906/8644/3487/4824/1236/1281/23286/8767/2621/4282/79899/220164
## GO:0009967 3569/1440/4321/5617/6364/6355/84870/6356/6348/6347/8740/6354/3589/718/9283/50486/627/9982/80149/6352/2255/650/3976/114897/64127/51561/7128/135/10371/8743/1646/3965/1435/3575/2152/23516/3383/6659/654/8638/7037/637/7043/152007/330/4128/3574/284/1906/3624/1030/8644/3487/4824/1236/55959/1281/3728/23286/8767/2621/4282/79899/220164
## GO:0030334 3576/3569/6781/3627/6364/6750/6355/6356/6348/5743/6347/7130/8740/6354/91584/6648/9982/8013/80149/6352/2255/650/64127/51561/10371/9076/27286/79772/3965/1435/2152/5270/5734/3383/29126/7803/3918/152007/284/1906/8828/2294/1236/9510/3910/1281/3728/2252/4163/2621/4282/79899
## GO:0099081 83481/7125/7134/288/1674/164395/70/440738/339855/3861/125113/7139/7140/91156/3857/7135/3868/1280/3851
## GO:0023056 3569/1440/4321/5617/6364/6355/84870/6356/6348/5743/6347/6547/8740/6354/3589/718/9283/50486/627/9982/80149/6352/2255/650/3976/114897/64127/51561/7128/135/10371/8743/1646/3965/1435/3575/952/2152/23516/5270/3383/6659/654/8638/7037/637/7043/152007/330/4128/3574/284/1906/3624/1030/8644/3487/4824/1236/55959/1281/3728/23286/8767/2621/4282/79899/220164/2182/2048/3667
## GO:0035556 3576/3569/1440/2919/6364/4843/6355/1910/54210/597/6356/6348/5743/6347/8740/6354/3589/6648/9283/10846/80149/6352/2255/650/3976/5997/114897/64127/51561/8876/51655/150094/7128/2537/10371/8743/1646/387758/1827/7133/5144/79772/3965/19/1435/220441/2152/5270/5734/4792/3383/3656/6659/8638/7037/5971/637/81788/7043/152007/330/4791/284/1906/1909/8644/3487/4824/1236/9201/133/390/1281/5737/80824/23286/10105/8767/5163/2621/4282/79899/220164/1846/2048/3667/55351/1843/83478/10318/664/144811/8503/11200/92610/25/10758
## GO:0046903 3569/1437/5617/6781/4843/6355/1910/6348/3055/768/3589/8013/6352/2255/650/6288/3976/114897/135/5874/9536/7133/7127/79772/3965/19/952/5270/6659/654/4129/7043/5321/1906/3624/4824/2294
## GO:0055082 6781/3627/3934/6355/1910/6356/6348/4495/5105/6547/6354/64116/6352/6288/3759/114897/4494/4502/5144/4501/952/23516/5734/1604/3383/6659/654/7037/57419/4891/1906/4493/1909/1236/133/48/5737/6558/2621/2495/664/144811/25
## GO:0010628 3576/3569/1437/4321/4843/6348/5743/718/8013/80149/5142/5452/6352/2255/650/6288/90865/9308/3976/114897/64127/51561/5144/3965/1435/3575/2152/5734/1604/29126/55022/6659/654/7037/3600/5971/3574/57419/284/3624/4824/1236/55959/5737/2252/8767/2621/4282/2048/144811/8503/25/10758/149840/6772/5337/2597/3091/602/9141/6095/55848/1051/7088/2821/7046/5604/10626/2697/23529/3105/3399
## GO:0048878 3569/6781/3627/3934/6355/1910/6356/6348/4495/5105/6547/6354/6648/64116/1645/6352/6288/3759/114897/4494/135/231/9076/5166/4502/5144/19/4501/952/23516/5734/1604/3383/6659/654/7037/771/26872/57419/4891/1906/4493/1909/9420/2034/51129/1236/25987/133/48/5737/6558/2621/3667/2495/664/144811/25/116238/255738/1903/6772
## GO:0006468 3569/1440/1437/6355/1910/6356/6348/5105/3055/5743/6347/6547/3589/718/627/80149/6352/2255/650/3976/5997/64127/51561/150094/7128/135/5166/5144/1435/3656/55022/654/7037/3600/81788/7043/3574/284/1906/3624/1909/1030/4824/2202/1236/9201/7804/9052/80824/2252/8767/5163/2621/4282/79899/6482/2048/55351/1843/8503/11200/25
## GO:0046914 4321/4314/1591/3934/56265/4312/4319/4495/5105/768/80319/6648/8013/2153/9023/2643/7128/4494/174/5069/8743/112399/6096/283208/4929/4502/4501
## GO:0023051 3576/3569/1440/1437/4321/5617/6364/4843/6355/116372/84870/6356/6348/6943/5743/6347/6547/7130/8740/6354/3589/80319/6648/718/9283/50486/10846/627/9982/80149/5142/6352/2255/650/3976/5997/114897/11197/64127/51561/8876/7128/2537/135/10371/8743/1646/4929/1827/5144/2201/79772/375567/3965/19/1435/3575/220441/952/2239/2152/23516/5270/1604/4792/3383/3656/55022/6659/654/8638/5327/7037/637/7043/152007/330/4128/3574/9890/284/1906/3624/1030/8644/3487/9420/4052/4824/388630/1236/55959/25987/133/7804/9052/57561/1281/3728/6533/80824/387914/23286/6558/10105/8767/4163/2621/4282/79899/220164/1846/2182/2048/3667/1843/83478/10318/11200/92610/25/1890/10758/2869/26091/255738/8844/1847/6772
## GO:0016310 3569/1440/1437/6355/1910/6356/6348/5105/3055/5743/6347/6547/3589/718/627/80149/6352/2255/650/3976/5997/64127/51561/150094/7128/135/27286/5166/5144/1435/3656/55022/654/7037/3600/81788/7043/3574/5210/2710/284/1906/3624/1909/1030/9759/4824/2202/1236/9201/7804/9052/3939/80824/2252/8767/5163/2621/4282/79899/5214/5230/6482/2048/3667/55351/7167/1843/8503/11200/25/2869/8844/2597/23531/5563/2026/5223
## GO:0006915 3569/1437/3627/3934/6750/1910/597/6348/3055/5743/6347/8740/6648/50486/627/80149/6352/2255/650/64127/8876/150094/7128/2537/8870/135/3604/10371/8743/112399/27076/231/4929/5166/7133/3965/3575/220441/952/4792/1285/3383/29126/6659/7037/637/81788/7043/330/55332/3574/22822/51537/284/1906/3624/1909/8644/4824/84951/51129/27242/1236/133/7804/5737/10105/8767/5163/4982/56947/2621/4282
## GO:0010646 3576/3569/1440/1437/4321/5617/6364/4843/6355/116372/84870/6356/6348/6943/5743/6347/6547/7130/8740/6354/3589/80319/6648/718/9283/50486/10846/627/9982/80149/5142/6352/2255/650/3976/5997/114897/11197/64127/51561/8876/7128/2537/135/10371/8743/1646/4929/1827/5144/2201/79772/375567/3965/19/1435/3575/220441/952/2239/2152/23516/5270/1604/4792/3383/3656/55022/6659/654/8638/5327/7037/637/7043/152007/330/4128/3574/9890/284/1906/3624/1030/8644/3487/9420/4052/4824/388630/1236/55959/25987/133/7804/9052/57561/1281/3728/6533/80824/387914/23286/6558/10105/8767/4163/2621/4282/79899/220164/1846/2182/2048/3667/1843/83478/10318/11200/92610/25/1890/10758/2869/26091/255738/8844/1847/6772
## GO:0010647 3569/1440/4321/5617/6364/6355/84870/6356/6348/5743/6347/6547/8740/6354/3589/718/9283/50486/627/9982/80149/6352/2255/650/3976/114897/64127/51561/7128/135/10371/8743/1646/3965/1435/3575/952/2152/23516/5270/3383/6659/654/8638/7037/637/7043/152007/330/4128/3574/284/1906/3624/1030/8644/3487/4824/1236/55959/1281/3728/23286/8767/2621/4282/79899/220164/2182/2048/3667
## GO:0010941 3569/1440/1437/4314/3627/4843/1910/597/6348/3055/5743/6347/8740/6648/9283/50486/627/8013/80149/6352/2255/650/64127/8876/150094/7128/2537/8870/135/8743/112399/27076/231/4929/5166/7133/3965/1435/3575/952/3383/29126/6659/7037/637/81788/7043/330/3574/22822/284/1906/3624/8644/57132/4824/51129/1236/8838/133/7804/5737/6533/10105/8767/2621/4282/6482/664/11200/25/8793/2869/135112/255738/6772/5563/2026/2619/3091/602/9141/10962/1051/2683/7088/2821/4830/54541/7046/23604/573/3672/153769/2534/23529/3399/5519/1263/8463/26355
## GO:0060548 3569/1440/1437/1910/597/3055/5743/6347/8740/6648/9283/627/8013/80149/6352/2255/64127/8876/7128/2537/8870/135/27076/231/4929/5166/7133/1435/3575/952/3383/6659/7037/637/81788/7043/330/3574/284/1906/57132/51129/1236/8838/5737/10105/2621/4282/6482/664/25/8793/2869/135112
## GO:0040012 3576/3569/6781/3627/6364/6750/6355/6356/6348/5743/6347/7130/8740/6354/91584/6648/9982/8013/80149/6352/2255/650/64127/51561/135/10371/9076/27286/79772/3965/1435/2152/5270/5734/3383/29126/7803/3918/152007/284/1906/8828/2294/1236/9510/57561/3910/1281/3728/2252/4163/2621/4282/79899
## GO:0035295 3576/3569/4321/5617/3627/3290/6355/169044/1910/84870/6356/2706/6943/5743/6347/91584/718/9982/80149/2255/650/3976/7128/231/27286/7127/1435/7482/2152/5270/1285/6659/7045/7043/6303/284/1906/1909/8828/2034/4824/1282/2294/51129/8838/133/9510/1281/3728/2252/6558/5230/1284/2048/83478/10409/8503/25/1890/23670
## GO:2000145 3576/3569/6781/3627/6364/6750/6355/6356/6348/5743/6347/7130/8740/6354/91584/6648/9982/8013/80149/6352/2255/650/64127/51561/10371/9076/27286/79772/3965/1435/2152/5270/5734/3383/29126/7803/3918/152007/284/1906/8828/2294/1236/9510/3910/1281/3728/2252/4163/2621/4282/79899
## GO:0006796 3569/1440/1437/4843/6355/1910/6356/6348/5105/3055/5743/6347/6547/3589/718/10846/627/80149/5142/6352/2255/650/3976/5997/2643/64127/51561/150094/7128/8942/135/83401/10135/1827/27286/5166/5144/1435/3656/55022/654/7037/7803/3600/81788/7043/27233/3574/9890/5210/8622/2710/5321/284/1906/3624/1909/1030/9759/4824/2202/1236/9201/84879/7804/9052/3939/80824/2252/8767/441024/5163/2621/4837/4282/79899/5214/1846/5230/2182/6482/2048/3667/55351/7167/1843/144811/8503/11200/25/1890/272/2869/255738/8844/1847/5337/2597/23531/57552/57718/5563/2026/5223/3091/9945/57026/6095/7378/1503/226/2821/51099/4249/4830/5791/54541/7046/5604/6884/5128/23604/3672/898/2534/23529/896/205/5519/516/1263/85464
## GO:0050793 3576/3569/1440/1437/5617/3627/1910/84870/6356/6348/5105/3055/5743/6347/7130/8740/6354/91584/6648/718/9283/627/64093/80149/2255/650/9308/57795/3976/5997/259307/11197/51561/8876/150094/7128/10371/6096/27286/7133/2201/64332/375567/3965/19/1435/3575/7482/2239/2152/54674/5270/4792/1285/84935/55022/6659/654/7037/3600/2118/7043/152007/3574/8362/554313/1906/3624/1030/3601/9759/4824/2202/51129/27242/8838/25987/133/9510/84879/7804/390/3910/10090/3728/6533/2252/23286/6558/8767/4982/56947/2621/5230/1284/7274/2048/23002/10409/664/25/1890/54873/23670/23764/149840/1903
## GO:0006793 3569/1440/1437/4843/6355/1910/6356/6348/5105/3055/5743/6347/6547/3589/718/10846/627/80149/5142/6352/2255/650/3976/5997/2643/64127/51561/150094/7128/8942/135/83401/10135/1827/27286/5166/5144/1435/3656/55022/55790/654/7037/7803/3600/81788/7043/27233/3574/9890/5210/8622/2710/5321/284/1906/3624/1909/1030/9759/4824/2202/1236/9201/84879/7804/9052/3939/80824/2252/8767/441024/5163/2621/4837/4282/79899/5214/1846/5230/2182/6482/2048/3667/55351/7167/1843/144811/8503/11200/25/1890/272/2869/255738/8844/1847/5337/2597/23531/57552/57718/5563/2026/5223/3091/9945/57026/6095/7378/1503/226/2821/51099/4249/4830/5791/54541/7046/5604/6884/5128/23604/3672/898/2534/23529/896/205/5519/516/1263/85464
## GO:0012501 3569/1437/3627/4843/3934/6750/1910/597/6348/3055/5743/6347/8740/6648/50486/627/80149/6352/2255/650/64127/8876/150094/7128/2537/8870/135/3604/10371/8743/112399/27076/231/4929/5166/7133/3965/3575/220441/952/4792/1285/3383/29126/6659/7037/637/81788/7043/330/55332/3574/22822/51537/284/1906/3624/1909/8644/4824/84951/51129/27242/1236/133/7804/5737/10105/8767/5163/4982/56947/2621/4282
## GO:0005856 161582/9639/22858/57519/23336/2934/84962/22809/55075/57584/27152/2242/9610/25900/11092/55559/10395/6339/5239/11034/80709/79661/26037/6509/8398/2852/399687/10677/5339/3800/5413/8445/2035/160851/1410/57562/126432/221421/55612/10411/5783/26206/822/256329/3315/54855/128344/79858/84443/57639/50855/57644/9788/6710/4642/7739/4046/1621/225689/23637/8291/192668/144100/10046/27129/23037/83481/7125/23150/51332/10699/7134/144347/100533183/5420/288/11170/2533/1674/10391/57530/164395/70/440738/339855/3861/125113/7139/7140/3857/7135/3868/3851/90167
## GO:0023057 3576/3569/1437/4321/6943/5743/7130/3589/80319/6648/9283/10846/627/80149/5142/6352/2255/650/3976/5997/11197/64127/8876/7128/2537/4929/1827/5144/2201/375567/220441/952/5270/4792/3383/55022/637/7043/3574/1906/3624/3487/9420/4052/4824/388630/55959/25987/133/9052/57561/80824/387914/23286/10105/4163/2621/4282/79899/1846/2048/3667/1843/83478/10318/11200/25/26091/255738/1847/6772/2633/5563/169200/3091/602/6095
## GO:0048514 3576/3569/5617/3627/6355/169044/84870/6356/6943/5743/6347/718/9982/80149/2255/7128/27286/7127/2152/1285/6659/7045/6303/284/1906/1909/8828/2034/1282/2294/51129/8838/133/9510/1281/3728/6558/5230/1284/2048/83478/8503/25/1890/23670
## GO:0010648 3576/3569/1437/4321/6943/5743/7130/3589/80319/6648/9283/10846/627/80149/5142/6352/2255/650/3976/5997/11197/64127/8876/7128/2537/4929/1827/5144/2201/375567/220441/952/5270/4792/3383/55022/637/7043/3574/1906/3624/3487/9420/4052/4824/388630/55959/25987/133/9052/57561/80824/387914/23286/10105/4163/2621/4282/79899/1846/2048/3667/1843/83478/10318/11200/25
## GO:0048869 3569/1440/1437/1591/404203/6781/3627/440822/169044/1910/6356/25884/6348/4495/6943/5105/3055/5743/1999/6347/6547/7130/8740/3589/91584/6648/718/9283/627/64093/8013/80149/1645/2255/650/54360/9308/57795/3976/5997/259307/11197/51561/8876/150094/135/10371/1646/6096/231/84665/4929/9076/1827/7133/5144/2201/7127/64332/375567/3965/92737/19/1435/1294/3575/7482/952/23516/5270/5734/4792/3383/84935/55022/6659/654/3914/10100/7037/7045/3600/5971/3918/2118/7043/152007/4791/3574/9890/3855/4891/8362/554313/284/1906/3624/1909/1030/8644/8828/2034/3601/9759/4824/1282/3887/2202/2294/27242/1236/55959/9201/25987/133/84879/7804
## GO:0009968 3576/3569/1437/4321/6943/5743/7130/80319/6648/9283/10846/627/80149/5142/6352/2255/650/3976/5997/11197/64127/8876/7128/2537/4929/1827/5144/2201/375567/220441/5270/4792/3383/55022/637/7043/3574/3487/9420/4052/4824/388630/55959/25987/133/9052/57561/80824/387914/23286/10105/4163/2621/4282/79899/1846/2048/3667/1843/83478/10318/11200/25/26091/1847/6772/2633/5563/169200/3091/602/6095
## GO:0051094 3576/3569/1440/1437/5617/6356/5105/5743/8740/91584/6648/718/627/80149/2255/650/9308/57795/3976/259307/11197/51561/8876/10371/27286/7133/2201/64332/375567/3965/1435/3575/7482/2152/54674/5270/84935/6659/654/7037/3600/2118/7043/152007/3574/1906/3624/1030/3601/51129/133/7804/3728/6533/8767/56947/2621
## GO:0045595 3569/1440/1437/3627/1910/6356/6348/5105/5743/7130/8740/91584/6648/9283/627/64093/80149/2255/650/9308/57795/3976/5997/259307/11197/51561/8876/150094/10371/6096/7133/2201/64332/375567/3965/19/1435/3575/5270/4792/84935/6659/654/3600/2118/7043/152007/3574/8362/554313/1906/3624/1030/3601/9759/2202/27242/25987/133/7804
## GO:1902531 3569/1440/6364/6355/6356/6348/5743/6347/8740/6354/3589/6648/9283/10846/80149/6352/2255/650/3976/5997/114897/64127/51561/8876/7128/10371/8743/1646/1827/5144/3965/19/1435/220441/2152/5270/4792/3383/6659/8638/7037/637/7043/152007/330/284/1906/8644/3487/4824/1236/1281/80824/23286/10105/8767/2621/4282/79899/220164/1846/2048/1843/83478/10318/11200/92610/25/10758/8844/1847/6772/2597/2633/5563/60370/3091/602/6095
## GO:0009719 3576/3569/6781/4843/6750/1910/2706/6943/5105/5743/6347/7130/1520/627/9982/8013/5142/1645/6751/6352/90226/2255/650/9630/64127/5069/1646/387758/4929/9340/9076/5166/2201/375567/19/952/23516/5734/3383/55022/654/5327/4129/7043/7035/1906/3624/1909/1030/8644/687/9420/4052/4824/1282/1236/55959/6513/133/1281/5737/3728/387914/2252/8767/4982
## GO:0008285 3576/3569/5617/2919/6750/6355/5743/6347/6648/9982/6751/2255/650/90865/3976/259307/7128/135/3604/9536/3965/5270/1285/29126/6659/3600/7043/80380/3624/1030/687/4824/27242/8838/133/9510
## GO:0043069 3569/1437/1910/597/3055/5743/6347/8740/6648/627/80149/6352/2255/64127/8876/7128/2537/8870/135/27076/231/4929/5166/3575/952/3383/7037/637/81788/7043/330/3574/284/1906/51129/1236/5737/10105/2621/4282/6482/664/25/8793/2869
## GO:0042981 3569/1437/3627/1910/597/6348/3055/5743/6347/8740/6648/50486/627/80149/6352/2255/650/64127/8876/150094/7128/2537/8870/135/8743/112399/27076/231/4929/5166/7133/3965/3575/952/3383/29126/6659/7037/637/81788/7043/330/3574/22822/284/1906/3624/8644/4824/51129/1236/133/7804/5737/10105/8767/2621/4282/6482/664/11200/25/8793/2869/255738/6772/5563/2619/3091/602/9141/10962/1051/2683/7088/2821/4830/7046/23604/573/3672/153769
## GO:0030054 54413/9414/50855/1464/2273/3752/6710/7739/2030/80237/3177/1621/225689/815/2261/160622/84628/144100/29970/22801/23037/421/4208/9472/112476/83481/23150/3739/360/85439/27092/5420/57125/288/478/23017/5348/11170/4856/2533/1674/10391/64084/8447/57530/2700/145270/70/24141/3736/477/9379/392617/3742/388336/2899/91156
## GO:0043066 3569/1437/1910/597/3055/5743/6347/8740/6648/627/80149/6352/2255/64127/8876/7128/2537/8870/135/27076/231/4929/5166/3575/952/3383/7037/637/81788/7043/330/3574/284/1906/51129/1236/5737/10105/2621/4282/6482/664/25/8793/2869
## GO:0043067 3569/1437/3627/4843/1910/597/6348/3055/5743/6347/8740/6648/50486/627/80149/6352/2255/650/64127/8876/150094/7128/2537/8870/135/8743/112399/27076/231/4929/5166/7133/3965/3575/952/3383/29126/6659/7037/637/81788/7043/330/3574/22822/284/1906/3624/8644/4824/51129/1236/133/7804/5737/10105/8767/2621/4282/6482/664/11200/25/8793/2869/255738/6772/5563/2619/3091/602/9141/10962/1051/2683/7088/2821/4830/7046/23604/573/3672/153769
## GO:0018193 3569/1440/1437/4843/5105/3055/5743/3589/627/6352/2255/3976/64127/51561/112399/283208/5144/5352/6659/654/7037/3600/3574/284/9759/2202/9201/7804/9052/2252/10105/8767/2621/4837/4282/2048/55351/11200/25/135112/2590/2597/5563/110599564/3006/54495/4249/54541/84695/5033/7046/5604/10626/2534/23529/30001
## GO:0032879 3576/3569/5617/6781/3627/6364/4843/6750/6355/1910/116372/6356/6348/3055/5743/6347/7130/8740/6354/3589/91584/6648/718/1520/338440/627/9982/6330/8013/80149/5142/6352/2255/650/6288/3976/5997/3759/114897/64127/51561/150094/135/10371/5874/9076/27286/9536/7133/5144/79772/3965/19/1435/952/2239/2152/5270/5734/84251/4792/3383/29126/55022/6659/654/7037/7803/3600/3918/2256/4129/7043/152007
## GO:0030154 3569/1440/1437/1591/404203/6781/3627/440822/169044/1910/6356/25884/6348/4495/6943/5105/3055/5743/1999/6347/6547/7130/8740/3589/91584/6648/718/9283/627/64093/8013/80149/1645/2255/650/54360/9308/57795/3976/5997/259307/11197/51561/8876/150094/135/10371/1646/6096/231/84665/4929/9076/1827/7133/5144/2201/7127/64332/375567/3965/92737/19/1435/1294/3575/7482/952/23516/5270/5734/4792/3383/84935/6659/654/3914/10100/7037/7045/3600/5971/3918/2118/7043/152007/4791/3574/9890/3855/4891/8362/554313/284/1906/3624/1909/1030/8644/8828/2034/3601/9759/4824/1282/3887/2202/2294/27242/1236/55959/9201/25987/133/84879/7804
## GO:0001568 3576/3569/5617/3627/6355/169044/84870/6356/6943/5743/6347/718/9982/80149/2255/7128/27286/7127/2152/1285/6659/7045/11174/6303/284/1906/1909/8828/2034/4824/1282/2294/51129/8838/133/9510/1281/3728/6558/5230/1284/2048/83478/8503/25/1890/23670
## GO:0006082 1591/4843/5105/5743/718/3242/64116/8013/8875/3081/1645/5742/259307/8876/8942/1646/83401/231/5166/9536/5352/55790/27233/5321/1906/8644/9420/9759/2678/6513/84879/48/3939/441024/5163/4282/5214/5230/2182/6482/3667/7167/2597/5563/2026/5223/5805/3091/9945/5091/5828/1503/226/9056/2821/51099
## GO:0043436 1591/4843/5105/5743/718/3242/64116/8013/8875/3081/1645/5742/259307/8876/8942/1646/83401/231/5166/9536/5352/55790/27233/5321/1906/8644/9420/9759/2678/6513/84879/48/3939/441024/5163/4282/5214/5230/2182/6482/3667/7167/2597/5563/2026/5223/5805/3091/9945/5091/5828/1503/226/9056/2821/51099
## GO:1901135 4321/1910/7130/10846/64116/5142/1645/650/90865/54360/3038/1646/83401/231/5166/5144/342897/11320/55022/55790/1117/4121/3600/27233/22822/5210/8622/56548/2710/284/1909/8644/9759/8869/1236/55959/10090/3939/5163/5214/5230/2182/6482/7167/92126/10318/1890/272/23670/2590/2597/5563/2026/5223/3091/9945/6095/55858/7378/9394/1503/2683/226/2821/4249/4830/54541
## GO:0045597 3569/1440/1437/5105/5743/8740/91584/6648/627/80149/650/9308/57795/3976/259307/11197/51561/8876/7133/2201/64332/375567/3965/1435/3575/5270/84935/6659/654/3600/2118/7043/152007/3574/1906/3624/1030/3601
## GO:0051050 5617/6781/3627/1910/6348/5743/6347/718/1520/6330/8013/80149/6352/650/3759/114897/64127/135/5874/9536/19/952/84251/4792/6659/654/3600/7043/5321/284/1906/3624/1909/3601/4824/3728/6558/56947/2621/4282/79899/2182/2048/3667
## GO:0000165 3569/6364/6355/6356/6348/6347/6354/3589/9283/80149/6352/2255/650/3976/5997/114897/64127/10371/3965/5734/3383/7043/152007/284/1906/3487/1236/80824/23286/8767/2621/4282/220164/1846/2048/1843/10318/25/8844/1847/2633
## GO:0051336 404203/6364/6355/5266/6356/6348/5743/6347/7980/8740/6354/91584/153218/718/6352/650/5997/2537/135/8743/112399/1827/3965/1294/2152/23516/5270/1285/8638/637/330/6590/7035/1909/4824/51129/1236
## GO:0019752 1591/4843/5105/5743/718/3242/64116/8013/8875/3081/1645/5742/259307/8876/8942/1646/83401/231/5166/9536/5352/55790/5321/1906/8644/9420/9759/2678/6513/84879/48/3939/441024/5163/4282/5214/5230/2182/6482/3667/7167/2597/5563/2026/5223/5805/3091/9945/5091/5828/1503/226/9056/2821/51099
## GO:0009893 3576/3569/1440/1437/4321/5617/3627/4843/3934/1910/6348/6943/5105/5743/1999/6347/3589/6648/718/50486/627/8013/80149/5142/1645/5452/6352/2255/650/6288/90865/54360/9308/3976/3038/259307/114897/64127/51561/7128/8743/83401/112399/6096/4929/10135/7133/5144/3965/1435/3575/220441/952/2152/5734/1604/4792/1285/29126/55022/6659/654/7037/3600/5971/637/4129/2118/7043/330/4791/3574/57419/284/1906/3624/8644/2034/9759/4824/2294/388630/1236/55959/340152/133/84879/7804/9052/57561/5737/3728/2252/23286/8767/2621/4837/4282/79899/2048/3667/10318/664/144811/8503/11200/55274/25/10758/135112/23764/149840/255738/6772/5337/5721/2597/23531
## GO:0033554 3576/3569/4314/6781/3627/597/2706/5105/5743/6547/7980/6648/9283/8013/80149/2255/650/2643/64127/8876/150094/7128/8870/10371/112399/231/4929/5166/7133/3965/220441/7482/5734/4792/342897/6659/4121/5971/637/81788/1906/1909/1030/8644/2034/4824/1236/6513/133/84879/23710/80824/10105/8767/5163/2621/4282/79899/5230/1843/664/11200/25/135112/149840/255738
## GO:0001944 3576/3569/5617/3627/6355/169044/84870/6356/6943/5743/6347/6648/718/9982/80149/2255/3976/7128/27286/7127/2152/1285/6659/7045/11174/6303/284/1906/1909/8828/2034/4824/1282/2294/51129/8838/133/9510/1281/3728/6558/5230/1284/2048/83478/8503/25/1890/23670
## GO:0140352 3569/4843/6355/1910/6348/3055/3589/8013/6352/2255/650/6288/3976/114897/135/5874/9536/7133/7127/79772/3965/19/952/5270/6659/654/4129/7043/5321/1906/3624/4824/2294/133/2252/6558/23704/4282/2182/3667
## GO:0098609 3569/5105/6347/8740/64116/8013/80149/6352/650/9308/259307/114897/64127/51561/8876/135/84665/9076/27286/64332/3965/3575/2239/5270/1604/3383/29126/6659/654/7037/3600/80380/3574/23308/4973/2294/27242/1236
## GO:0008092 57644/9788/6710/4642/7739/4046/161176/23637/27129/2170/7125/51332/7134/144347/100533183/288/116442/11170/1674/10391/57530/164395/70/440738/4653/7139/7140/7135
## GO:0009891 3576/3569/1440/4321/5617/3627/4843/6943/5105/5743/1999/6347/3589/6648/8013/80149/5452/6352/2255/650/90865/54360/3976/3038/259307/64127/51561/6096/4929/10135/952/4792/55022/6659/654/3600/2118/7043/4791/1906/3624/2034/9759/4824/2294/1236/133/84879/3728/2252/23286/8767
## GO:0009892 3576/3569/1437/4321/4314/404203/4843/440822/1910/5266/6348/6943/5743/1999/6547/7980/8740/153218/718/8013/80149/650/90865/9308/5997/64127/51561/51655/150094/7128/2537/135/6096/4929/5144/3965/1294/952/5270/5734/1285/29126/55022/6659/654/5327/3600/5971/7043/79853/80380/330/6590/57419/284/7035/1906/3624/1030/8644/9759/4824/2294/27242/1236/340152/5768/25987/84879/9052/57561/3910/80824/23286/10105/2621/4282/79899/2048/1843/10409/664/55274/25/10758/135112/149840/255738/6772/2597/2633/57718/5563/3006/2619/3091/8553/602/5091
## GO:0043005 6094/3752/4642/5205/123591/815/84628/6092/79955/112476/11341/3739/51332/85439/57125/288/478/5176/116442/11170/4856/2353/64084/25791/24141/3736/477/392617/4653/3742/388336/2899/6755/90167
## GO:0009725 3569/6781/4843/6750/1910/2706/6943/5105/5743/1520/8013/1645/6751/90226/5069/1646/387758/4929/9340/9076/5166/952/23516/5734/55022/654/5327/4129/7043/7035/1906/3624/1909/8644/687/9420/4824/1236/6513/133/1281/5737
## GO:0032268 3569/1440/1437/404203/440822/1910/5266/5743/6547/7980/8740/3589/153218/718/627/80149/6352/2255/650/3976/5997/64127/51561/7128/2537/135/8743/112399/1827/7133/5144/3965/1435/1294/2152/5270/4792/1285/55022/6659/654/5327/7037/3600/637/7043/79853/330/3574/6590/284/7035/1906/3624/1030/2034/9759/4824/388630/1236/340152/7804/9052/57561/48/80824/2252/8767/2621/4837/4282/79899/2048/1843/10318/8503/11200/25/135112/255738/8844/5337/5721/2597/23531/57718/5563/2619/3091/602/54205/9141
## GO:0099080 83481/7125/7134/288/1674/164395/70/440738/339855/3861/125113/7139/7140/91156/3857/7135/3868/1280/3851
## GO:0051049 3569/5617/6781/3627/4843/1910/6348/3055/5743/6347/3589/718/1520/338440/6330/8013/80149/5142/6352/2255/650/6288/3976/5997/3759/114897/64127/150094/135/5874/9536/7133/5144/79772/3965/19/952/5270/84251/4792/55022/6659/654/3600/2256/4129/7043/5321/284/1906/3624/1909/3601/4824/2294/3728/23286/6558/10105/23704/56947/2621/4282/79899/2182/2048/3667
## GO:0140096 4321/4314/6355/56265/4312/4319/6348/5105/3055/6347/629/1520/221687/80149/6352/150094/7128/5069/112399/283208/5166/220441/2152/342897/11320/5352/3656/5327/7037/7803/11174/81788/56649/330/90293/8828/4052/9759/2678/2202/388630/9201/5768/9510/80824/10105/8767/5163/118611/1846/5230/2048/55351/1843/11200/25/10758/2869/26091/5687/255738/8844/1847/2590/2597/23531/5563/110599564/153830/2745/57026/54495/649/716/4249/5791/84695/5033/7046/715/5604/5128/23604/153769/2534/896/30001/444/1263/85464
## GO:0036211 3569/1440/1437/4843/6355/1910/5266/6356/6348/5105/3055/5743/6347/6547/3589/718/64116/221687/627/80149/6352/2255/650/3976/5997/64127/51561/150094/7128/135/112399/283208/1827/5166/5144/19/1435/164781/220441/342897/11320/5352/3656/55022/6659/654/5327/7037/7803/4121/3600/81788/7043/330/3574/284/1906/3624/90293/1909/1030/2034/9759/4824/8869/2202/388630/1236/9201/7804/9052/57561/10090/1281/80824/2252/10105/8767/5163/2621/4837/4282/79899/118611/1846/6482/2048/55351/1843/10318/8503/11200/25/10758/2869/26091/135112/8844/1847/2590/2597/23531/57552/57718/5563/110599564/3006/153830/2745/3091/9945/57026/55858/54495/2683/4249/5791/54541/84695/5033/7046/5604/6884/5128/23604/3672/10626/898/153769/2534/23529/896/30001/5519/444/1263/85464
## GO:0006508 4321/4314/404203/5266/56265/4312/4319/5743/7980/8740/153218/629/718/1520/80149/7128/2537/135/5069/8743/112399/7133/3965/1294/2152/5270/1285/342897/5327/7037/4121/11174/637/56649/79853/330/6590/4973/7035/57132/4824/2678/388630/9510/7804
## GO:0001932 3569/1440/1437/1910/5743/6547/3589/718/627/80149/6352/2255/650/3976/5997/64127/51561/7128/135/5144/1435/55022/654/7037/3600/7043/3574/284/1906/3624/1030/4824/1236/7804/9052/80824/2252/8767/2621/4282/79899/2048/1843/8503/11200/25
## GO:0045944 3569/1440/4321/3627/6943/5105/1999/3589/8013/80149/5452/2255/650/90865/54360/3976/259307/64127/51561/6096/4929/10135/4792/55022/6659/654/2118/7043/4791/1906/3624/2034/9759/4824/2294
## GO:0010629 3576/3569/4843/440822/6348/80149/650/9308/5997/64127/51561/7128/3965/5270/5734/29126/5971/7043/80380/57419/284/1906/3624/4824/27242/1236/340152/25987/2621/4282/79899/2048/10758/2597/2633/5563/2619/3091/602/5091
## GO:0051246 3569/1440/1437/404203/4843/440822/1910/5266/5743/6547/7980/8740/3589/153218/718/627/80149/6352/2255/650/90865/3976/5997/64127/51561/7128/2537/135/8743/112399/1827/7133/5144/3965/1435/1294/2152/5270/4792/1285/55022/6659/654/5327/7037/3600/637/7043/79853/330/3574/6590/284/7035/1906/3624/1030/2034/9759/4824/388630/1236/340152/7804/9052/57561/48/80824/2252/8767/2621/4837/4282/79899/2048/1843/10318/8503/11200/25/135112/255738/8844/5337/5721/2597/23531/57718/5563/2619/3091/602/54205/9141
## GO:0009628 4314/6781/3627/4843/6750/6356/4312/5105/5743/6547/8740/768/6648/1520/650/3759/150094/112399/231/4929/9076/952/5270/5734/4792/5352/654/5327/7037/5971/80036/7043/23308/4891/1906/1909/2034/4824/51129/6513/133/1281/3728/6558/5163
## GO:2000026 3576/3569/1440/5617/3627/6356/6348/5105/7130/91584/718/9283/627/80149/650/9308/3976/5997/259307/51561/8876/7128/10371/27286/7133/2201/64332/3965/1435/3575/7482/2152/54674/5270/4792/1285/6659/654/3600/2118/7043/3574/8362/554313/1906/3624/1030/3601/2202/51129/27242/8838/133/9510/7804/3910/3728/6558/8767/2621/5230/1284/2048/10409/25/1890/23670/23764/1903/6772
## GO:0019220 3569/1440/1437/4843/1910/5743/6547/3589/718/627/80149/6352/2255/650/3976/5997/64127/51561/7128/135/1827/27286/5166/5144/1435/55022/654/7037/3600/7043/3574/284/1906/3624/1030/9759/4824/1236/84879/7804/9052/80824/2252/8767/5163/2621/4282/79899/2048/3667/1843/144811/8503/11200/25
## GO:0051174 3569/1440/1437/4843/1910/5743/6547/3589/718/627/80149/6352/2255/650/3976/5997/64127/51561/7128/135/1827/27286/5166/5144/1435/55022/654/7037/3600/7043/3574/284/1906/3624/1030/9759/4824/1236/84879/7804/9052/80824/2252/8767/5163/2621/4282/79899/2048/3667/1843/144811/8503/11200/25
## GO:0031328 3576/3569/1440/4321/5617/3627/4843/6943/5105/5743/1999/3589/6648/8013/80149/5452/6352/2255/650/90865/54360/3976/3038/259307/64127/51561/6096/4929/10135/952/4792/55022/6659/654/3600/2118/7043/4791/1906/3624/2034/9759/4824/2294/1236/133/84879/3728/2252/23286/8767
## GO:0042325 3569/1440/1437/1910/5743/6547/3589/718/627/80149/6352/2255/650/3976/5997/64127/51561/7128/135/27286/5144/1435/55022/654/7037/3600/7043/3574/284/1906/3624/1030/9759/4824/1236/7804/9052/80824/2252/8767/2621/4282/79899/2048/3667/1843/8503/11200/25
## GO:0045202 2030/3177/1621/815/160622/84628/4208/112476/3739/85439/27092/288/478/23017/11170/1674/64084/8447/145270/70/24141/3736/477/9379/392617/3742/388336/2899/91156
## GO:0035239 3576/3569/5617/3627/6355/169044/84870/6356/6943/5743/6347/718/9982/80149/2255/650/7128/27286/7127/1435/7482/2152/1285/6659/7045/6303/284/1906/1909/8828/2034/4824/1282/2294/51129/8838/133/9510/1281/3728/6558/5230/1284/2048/83478/8503/25/1890/23670
## GO:1901698 3569/4321/4314/6781/6750/1910/116372/2706/5105/5743/8013/5142/5997/9630/64127/7128/8942/135/4929/9340/5166/19/23516/4792/342897/3383/55022/5327/4121/1906/1909/1282/1236/6513/133/1281/3728/8767/4837/2048/3667/57724/8503/6775/25
## GO:0000003 1437/5617/6781/440822/1910/84870/5266/2706/6943/5743/7130/153218/3294/718/6751/2255/3976/5997/174/10371/5069/3965/1435/7482/952/5270/654/5327/7043/330/1906/3624/1909/8644/9420/2034/4824/2678/734/6513/133/9510
## GO:0022414 1437/5617/6781/440822/1910/84870/5266/2706/6943/5743/7130/153218/3294/718/6751/2255/3976/5997/174/10371/5069/3965/1435/7482/952/5270/654/5327/7043/330/1906/3624/1909/8644/9420/2034/4824/2678/734/6513/133/9510
## GO:0010468 6372/3576/3569/1440/1437/4321/5617/3627/4843/440822/1910/6348/6943/5105/3055/5743/1999/3589/6648/718/64116/8013/80149/5142/5452/6352/2255/650/6288/90865/54360/9308/3976/5997/3038/259307/114897/64127/51561/51655/150094/7128/135/6096/4929/10135/7133/5144/64332/3965/1435/3575/952/2152/5270/5734/1604/4792/29126/3656/55022/6659/654/7037/3600/5971/2118/7043/56649/80380/4791/3574/23308/57419/284/1906/3624/687/2034/4052/9759/4824/2202/2294/27242/1236/55959/340152/25987/9589/7804/48/5737/3728/2252/23286/8767/2621/4282/79899/2048/10409/10318/144811/8503/11200/6775/55274/25/10758/135112/23764/5687/149840/1903/63876/6772/5337/2597/2633/5563/4794/3006/2619/3091/8553/602/9141/5091/6095/55848/10962/5828/57591/1051/7088/90874/7050/2821
## GO:0043412 3569/1440/1437/4843/6355/1910/5266/6356/6348/5105/3055/5743/6347/6547/3589/718/64116/221687/627/80149/6352/2255/650/3976/5997/64127/51561/150094/7128/135/112399/283208/1827/5166/5144/19/1435/164781/220441/342897/11320/5352/3656/55022/6659/654/5327/7037/7803/4121/3600/81788/7043/330/3574/284/1906/3624/90293/1909/1030/2034/9759/4824/8869/2202/388630/1236/9201/9589/7804/9052/57561/10090/1281/80824/2252/10105/8767/5163/2621/4837/4282/79899/118611/1846/6482/2048/55351/1843/10318/8503/11200/25/10758/2869/26091/135112/8844/1847/2590/2597/23531/57552/57718/5563/110599564/3006/153830/2745/3091/9945/57026/55858/54495/2683/4249/5791/54541/84695/5033/7046/5604/6884/5128/23604/3672/10626/898/54502/153769
## GO:0010604 3576/3569/1440/1437/4321/5617/3627/4843/1910/6348/6943/5105/5743/1999/6347/3589/718/627/8013/80149/5142/5452/6352/2255/650/6288/90865/54360/9308/3976/3038/259307/114897/64127/51561/7128/8743/112399/6096/4929/10135/7133/5144/3965/1435/3575/952/2152/5734/1604/4792/1285/29126/55022/6659/654/7037/3600/5971/637/2118/7043/330/4791/3574/57419/284/1906/3624/2034/9759/4824/2294/388630/1236/55959/340152/7804/9052/57561/5737/3728/2252/23286/8767/2621/4837/4282/79899/2048/3667/10318/144811/8503/11200/55274/25/10758/135112/23764/149840/255738/6772/5337/5721/2597/23531
## GO:0010605 3576/3569/1437/4321/404203/4843/440822/1910/5266/6348/6943/5743/1999/6547/7980/8740/153218/718/8013/80149/650/90865/9308/5997/64127/51561/51655/7128/2537/135/6096/4929/5144/3965/1294/952/5270/5734/1285/29126/55022/6659/654/5327/5971/7043/79853/80380/330/6590/57419/284/7035/1906/3624/1030/9759/4824/2294/27242/1236/340152/25987
## GO:0065009 3569/1440/2919/404203/3627/6364/4843/6355/1910/116372/5266/6356/6348/3055/5743/6347/6547/7980/8740/6354/91584/153218/6648/718/1520/338440/627/6330/80149/5142/6352/2255/650/54360/3976/5997/2643/9568/64127/51561/150094/7128/2537/135/8743/112399/4929/1827/27147/5144/3965/1435/1294/2152/23516/5270/4792/1285/3656/8638/7037
## GO:0022603 3576/3569/5617/3627/84870/6356/6348/3055/6347/6354/91584/718/627/80149/2255/650/3976/7128/10371/1435/7482/2239/2152/1285/55022/7037/1906/51129/8838/133/9510/84879/7804/390/10090/3728/2252/6558/4982/56947/5230/1284/2048/23002/664/25/54873/23670
## GO:0120025 79762/9256/126432/221421/55612/199223/10411/5783/822/5174/79901/3315/84662/2047/128344/3783/84074/6337/50855/1464/9788/6094/3752/4642/5205/123591/225689/815/192668/84628/6092/79955/112476/11341/117144/23150/3739/8639/51332/85439/5420/57125/288/478/5176/116442/11170/358/4856/2353/64084/25791/164395/70/24141/3736/477/392617/4653/3742/388336/2899/6755/90167
## GO:0010243 3569/4321/4314/6781/6750/1910/2706/5105/5743/8013/5142/5997/9630/64127/7128/8942/135/4929/9340/5166/19/23516/4792/342897/3383/55022/5327/4121
## GO:0031399 3569/1440/1437/1910/5743/6547/3589/718/627/80149/6352/2255/650/3976/5997/64127/51561/7128/135/1827/5144/1435/55022/6659/654/7037/3600/7043/330/3574/284/1906/3624/1030/2034/9759/4824/388630/1236/7804/9052/57561/80824/2252/8767/2621/4837/4282/79899/2048/1843/10318/8503/11200/25/135112/8844/23531/57718/5563
## GO:0051241 3569/5617/6781/3627/6356/6348/5743/7130/9283/80149/5142/650/9308/5997/114897/64127/51561/7128/10371/7133/5144/3965/952/5270/5734/1285/29126/5327/3600/5971/7043/80380/284/7035/1906/3624/1030/4824/2202/27242/1236/8838/25987/133/9510/57561/3910/3728/23286/6558/4163/4982/2621/5230/1284/2048
## GO:0010562 3569/1440/1437/4843/1910/5743/3589/718/627/6352/2255/650/3976/64127/51561/1435/55022/654/7037/3600/7043/284/1906/3624/4824/1236/7804/9052/2252/8767/2621/4282/79899/2048/3667/8503/11200/25
## GO:0045937 3569/1440/1437/4843/1910/5743/3589/718/627/6352/2255/650/3976/64127/51561/1435/55022/654/7037/3600/7043/284/1906/3624/4824/1236/7804/9052/2252/8767/2621/4282/79899/2048/3667/8503/11200/25
## GO:0031401 3569/1440/1437/1910/5743/3589/718/627/80149/6352/2255/650/3976/64127/51561/1435/6659/654/7037/3600/7043/330/284/1906/3624/9759/4824/388630/1236/7804/9052/57561/2252/8767/2621/4837/4282/79899/10318/8503/11200/25
## GO:0051248 404203/4843/1910/5266/5743/6547/7980/8740/153218/718/80149/650/5997/7128/2537/135/5144/1294/5270/1285/55022/6659/5327/79853/330/6590/284/7035/1906/1030/340152/9052/80824/2621/4282/79899/2048/1843/25/135112/2597/57718/5563
## GO:0045893 3569/1440/4321/5617/3627/6943/5105/1999/3589/8013/80149/5452/2255/650/90865/54360/3976/3038/259307/64127/51561/6096/4929/10135/952/4792/55022/6659/654/2118/7043/4791/1906/3624/2034/9759/4824/2294
## GO:1902680 3569/1440/4321/5617/3627/6943/5105/1999/3589/8013/80149/5452/2255/650/90865/54360/3976/3038/259307/64127/51561/6096/4929/10135/952/4792/55022/6659/654/2118/7043/4791/1906/3624/2034/9759/4824/2294
## GO:1903508 3569/1440/4321/5617/3627/6943/5105/1999/3589/8013/80149/5452/2255/650/90865/54360/3976/3038/259307/64127/51561/6096/4929/10135/952/4792/55022/6659/654/2118/7043/4791/1906/3624/2034/9759/4824/2294
## GO:0042995 79762/9256/126432/221421/55612/199223/10411/5783/822/5174/79901/3315/84662/2047/128344/3783/84074/6337/50855/1464/9788/6094/3752/6710/4642/5205/123591/225689/815/192668/84628/6092/79955/112476/83481/11341/117144/23150/3739/8639/51332/85439/5420/57125/288/478/5176/116442/11170/358/4856/2353/64084/25791/164395/70/24141/3736/477/392617/4653/3742/388336/2899/6755/90167
## GO:0009889 3576/3569/1440/1437/4321/5617/3627/4843/440822/1910/6943/5105/3055/5743/1999/6347/3589/6648/718/64116/8013/80149/5452/6352/2255/650/90865/54360/3976/5997/3038/259307/64127/51561/51655/150094/7128/135/6096/4929/10135/5166/7133/3965/952/4792/3656/55022/6659/654/7037/3600/5971/2118/7043/4791/1906/3624/8644/687/2034/9759/4824/2202/2294/1236/8838/340152/133/84879/7804/48/3728/2252/23286/8767/5163/2621/4837
## GO:0031325 3576/3569/1440/1437/4321/5617/3627/4843/1910/6943/5105/5743/1999/3589/6648/718/627/8013/80149/1645/5452/6352/2255/650/90865/54360/3976/3038/259307/64127/51561/7128/8743/112399/6096/4929/10135/7133/3965/1435/220441/952/2152/4792/1285/55022/6659/654/7037/3600/637/4129/2118/7043/330/4791/284/1906/3624/8644/2034/9759/4824/2294/388630/1236/340152/133/84879/7804/9052/57561/3728/2252/23286/8767/2621/4837/4282/79899/2048/3667/10318/664/8503/11200/55274/25/135112/23764/149840/255738/6772/5337/5721/23531/5563
## GO:0072359 3576/3569/5617/3627/6355/169044/84870/6356/6943/5743/6347/91584/6648/718/9982/80149/2255/650/3976/5997/150094/7128/27286/7133/7127/164781/2152/1285/6659/7045/11174/6303/284/1906/1909/8828/2034/4824/1282/2294/51129/8838/133/9510/1281/3728/6558/4729/5230/1284/2048/83478/10409/8503/25/1890/10758/23670
## GO:0060429 4321/6781/3627/169044/1910/84870/6356/6943/5105/1999/768/91584/718/1645/2255/650/3976/10371/1646/231/9076/5144/1435/7482/2239/5270/3383/6659/654/2118/3855/1906/3624/1909/1030/8644/9420/4824/1282/3887/2294
## GO:0009888 3569/4321/6781/3627/169044/1910/84870/6356/25884/2706/6348/6943/5105/3055/5743/1999/768/91584/718/1645/2255/650/54360/3976/5997/150094/10371/1646/231/9076/1827/5144/2201/92737/1435/1294/7482/2239/23516/5270/3383/55790/6659/654/3914/7045/3918/2118/7043/152007/3855/57419/1906/3624/1909/1030/8644/9420/8828/4824/1282/3887/2202/2294/55959/25987/133/84879/57561/1281
## GO:0071495 3576/6781/6750/2706/6943/5105/5743/6347/7130/1520/627/9982/8013/5142/1645/6751/6352/90226/2255/650/9630/64127/1646/4929/9340/9076/5166/2201/375567/23516/5734/3383/55022/654/5327/7043/7035/1906/3624/1909/1030/8644/687/9420/4052/4824/1282/55959/1281/5737/3728/387914/2252/8767
## GO:0010557 3569/1440/4321/5617/3627/6943/5105/1999/6347/3589/8013/80149/5452/6352/2255/650/90865/54360/3976/3038/259307/64127/51561/6096/4929/10135/952/4792/55022/6659/654/3600/2118/7043/4791/1906/3624/2034/9759/4824/2294/1236
## GO:0038023 83953/1910/54210/2675/91584/9283/8013/6751/9568/64127/135/3604/6096/4929/9340/7133/92737/19/3575/2239/2152/5734/3383/1909/8828/4052/3601/4824/2202/1236/7804/9052/5737/2863/4163/4982
## GO:0060089 83953/1910/54210/2675/91584/9283/8013/6751/9568/64127/135/3604/6096/4929/9340/7133/92737/19/3575/2239/2152/5734/3383/1909/8828/4052/3601/4824/2202/1236/7804/9052/5737/2863/4163/4982
## GO:1901362 3569/1440/1437/4321/5617/3627/4843/1910/6943/5105/3055/1999/3589/3294/6648/90632/64116/8013/80149/5452/2255/9023/650/90865/54360/3976/3038/2643/259307/64127/51561/51655/150094/7128/8942/135/83401/6096/231/4929/10135/5166/7133/3965/952/4792/3656/55022/6659/654/7037/5971/2118/7043/4791/4891/8362/554313/1906/3624/8644/687/9420/2034/9759/4824/2202/2294/133/7804/3728/2252/23286/8767/441024/5163/2621/4837/1284/2182/10409/10318/11200/6775/55274/25/272/135112/23764/5687/63876/6772/5563/4794/3006/5805/3091/8553/9945/602/6095/7378/10962/5828/57591/1051/1503/226/7088/90874/7050/6617/4830/84695/7046/5604/6884/5128/10626/898summary(ego)## Warning in summary(ego): summary method to convert the object to data.frame is
## deprecated, please use as.data.frame instead.## ONTOLOGY ID
## GO:0006091 BP GO:0006091
## GO:0045333 BP GO:0045333
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## GO:2001236 BP GO:2001236
## GO:0032386 BP GO:0032386
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## GO:0010257 BP GO:0010257
## GO:0032981 BP GO:0032981
## GO:0010506 BP GO:0010506
## GO:0036293 BP GO:0036293
## GO:0009117 BP GO:0009117
## GO:0060326 BP GO:0060326
## GO:0003018 BP GO:0003018
## GO:0030593 BP GO:0030593
## GO:0071375 BP GO:0071375
## GO:0006163 BP GO:0006163
## GO:0052548 BP GO:0052548
## GO:0043434 BP GO:0043434
## GO:0030203 BP GO:0030203
## GO:0006753 BP GO:0006753
## GO:0009259 BP GO:0009259
## GO:0019693 BP GO:0019693
## GO:0050727 BP GO:0050727
## GO:0071347 BP GO:0071347
## GO:0097191 BP GO:0097191
## GO:0006022 BP GO:0006022
## GO:0009150 BP GO:0009150
## GO:0072001 BP GO:0072001
## GO:0045444 BP GO:0045444
## GO:0071385 BP GO:0071385
## GO:0072594 BP GO:0072594
## GO:0001655 BP GO:0001655
## GO:0072521 BP GO:0072521
## GO:0009100 BP GO:0009100
## GO:0070555 BP GO:0070555
## GO:1901654 BP GO:1901654
## GO:1990266 BP GO:1990266
## GO:0046031 BP GO:0046031
## GO:0055119 BP GO:0055119
## GO:0071731 BP GO:0071731
## GO:0007249 BP GO:0007249
## GO:0002062 BP GO:0002062
## GO:0097529 BP GO:0097529
## GO:1900180 BP GO:1900180
## GO:0060348 BP GO:0060348
## GO:0006096 BP GO:0006096
## GO:0052547 BP GO:0052547
## GO:0006457 BP GO:0006457
## GO:0030099 BP GO:0030099
## GO:0098798 CC GO:0098798
## GO:0098800 CC GO:0098800
## GO:0005743 CC GO:0005743
## GO:0070469 CC GO:0070469
## GO:0005746 CC GO:0005746
## GO:0000502 CC GO:0000502
## GO:0098803 CC GO:0098803
## GO:0005839 CC GO:0005839
## GO:1905369 CC GO:1905369
## GO:1990204 CC GO:1990204
## GO:0005747 CC GO:0005747
## GO:0030964 CC GO:0030964
## GO:0045271 CC GO:0045271
## GO:0016469 CC GO:0016469
## GO:0005788 CC GO:0005788
## GO:1905368 CC GO:1905368
## GO:0019774 CC GO:0019774
## GO:0031968 CC GO:0031968
## GO:0005741 CC GO:0005741
## GO:0019867 CC GO:0019867
## GO:0062023 CC GO:0062023
## GO:0140534 CC GO:0140534
## GO:1990351 CC GO:1990351
## GO:0005604 CC GO:0005604
## GO:0015629 CC GO:0015629
## GO:0005753 CC GO:0005753
## GO:0005774 CC GO:0005774
## GO:0033177 CC GO:0033177
## GO:0045259 CC GO:0045259
## GO:0033176 CC GO:0033176
## GO:0022624 CC GO:0022624
## GO:0031300 CC GO:0031300
## GO:1904813 CC GO:1904813
## GO:0045121 CC GO:0045121
## GO:0005759 CC GO:0005759
## GO:0098857 CC GO:0098857
## GO:0015399 MF GO:0015399
## GO:0016655 MF GO:0016655
## GO:0003954 MF GO:0003954
## GO:0008137 MF GO:0008137
## GO:0015453 MF GO:0015453
## GO:0050136 MF GO:0050136
## GO:0003955 MF GO:0003955
## GO:0009055 MF GO:0009055
## GO:0016651 MF GO:0016651
## GO:0004298 MF GO:0004298
## GO:0022804 MF GO:0022804
## GO:0005125 MF GO:0005125
## GO:0008009 MF GO:0008009
## GO:0005201 MF GO:0005201
## GO:0008201 MF GO:0008201
## GO:0070003 MF GO:0070003
## Description
## GO:0006091 generation of precursor metabolites and energy
## GO:0045333 cellular respiration
## GO:0046034 ATP metabolic process
## GO:0015980 energy derivation by oxidation of organic compounds
## GO:0009060 aerobic respiration
## GO:0006119 oxidative phosphorylation
## GO:0022904 respiratory electron transport chain
## GO:0019646 aerobic electron transport chain
## GO:0042773 ATP synthesis coupled electron transport
## GO:0042775 mitochondrial ATP synthesis coupled electron transport
## GO:0032496 response to lipopolysaccharide
## GO:0022900 electron transport chain
## GO:0006120 mitochondrial electron transport, NADH to ubiquinone
## GO:0002237 response to molecule of bacterial origin
## GO:0030198 extracellular matrix organization
## GO:0043062 extracellular structure organization
## GO:0045229 external encapsulating structure organization
## GO:0051223 regulation of protein transport
## GO:0071222 cellular response to lipopolysaccharide
## GO:0006090 pyruvate metabolic process
## GO:0071453 cellular response to oxygen levels
## GO:0071219 cellular response to molecule of bacterial origin
## GO:1903510 mucopolysaccharide metabolic process
## GO:0033108 mitochondrial respiratory chain complex assembly
## GO:2001233 regulation of apoptotic signaling pathway
## GO:1901652 response to peptide
## GO:0061448 connective tissue development
## GO:0071216 cellular response to biotic stimulus
## GO:1904951 positive regulation of establishment of protein localization
## GO:0070482 response to oxygen levels
## GO:0097193 intrinsic apoptotic signaling pathway
## GO:0062197 cellular response to chemical stress
## GO:0033157 regulation of intracellular protein transport
## GO:0006979 response to oxidative stress
## GO:0071621 granulocyte chemotaxis
## GO:0071384 cellular response to corticosteroid stimulus
## GO:1901653 cellular response to peptide
## GO:0030595 leukocyte chemotaxis
## GO:0051216 cartilage development
## GO:0071456 cellular response to hypoxia
## GO:0036294 cellular response to decreased oxygen levels
## GO:1903829 positive regulation of protein localization
## GO:0070997 neuron death
## GO:0051222 positive regulation of protein transport
## GO:0001666 response to hypoxia
## GO:0071496 cellular response to external stimulus
## GO:2001236 regulation of extrinsic apoptotic signaling pathway
## GO:0032386 regulation of intracellular transport
## GO:0097530 granulocyte migration
## GO:0010257 NADH dehydrogenase complex assembly
## GO:0032981 mitochondrial respiratory chain complex I assembly
## GO:0010506 regulation of autophagy
## GO:0036293 response to decreased oxygen levels
## GO:0009117 nucleotide metabolic process
## GO:0060326 cell chemotaxis
## GO:0003018 vascular process in circulatory system
## GO:0030593 neutrophil chemotaxis
## GO:0071375 cellular response to peptide hormone stimulus
## GO:0006163 purine nucleotide metabolic process
## GO:0052548 regulation of endopeptidase activity
## GO:0043434 response to peptide hormone
## GO:0030203 glycosaminoglycan metabolic process
## GO:0006753 nucleoside phosphate metabolic process
## GO:0009259 ribonucleotide metabolic process
## GO:0019693 ribose phosphate metabolic process
## GO:0050727 regulation of inflammatory response
## GO:0071347 cellular response to interleukin-1
## GO:0097191 extrinsic apoptotic signaling pathway
## GO:0006022 aminoglycan metabolic process
## GO:0009150 purine ribonucleotide metabolic process
## GO:0072001 renal system development
## GO:0045444 fat cell differentiation
## GO:0071385 cellular response to glucocorticoid stimulus
## GO:0072594 establishment of protein localization to organelle
## GO:0001655 urogenital system development
## GO:0072521 purine-containing compound metabolic process
## GO:0009100 glycoprotein metabolic process
## GO:0070555 response to interleukin-1
## GO:1901654 response to ketone
## GO:1990266 neutrophil migration
## GO:0046031 ADP metabolic process
## GO:0055119 relaxation of cardiac muscle
## GO:0071731 response to nitric oxide
## GO:0007249 I-kappaB kinase/NF-kappaB signaling
## GO:0002062 chondrocyte differentiation
## GO:0097529 myeloid leukocyte migration
## GO:1900180 regulation of protein localization to nucleus
## GO:0060348 bone development
## GO:0006096 glycolytic process
## GO:0052547 regulation of peptidase activity
## GO:0006457 protein folding
## GO:0030099 myeloid cell differentiation
## GO:0098798 mitochondrial protein-containing complex
## GO:0098800 inner mitochondrial membrane protein complex
## GO:0005743 mitochondrial inner membrane
## GO:0070469 respirasome
## GO:0005746 mitochondrial respirasome
## GO:0000502 proteasome complex
## GO:0098803 respiratory chain complex
## GO:0005839 proteasome core complex
## GO:1905369 endopeptidase complex
## GO:1990204 oxidoreductase complex
## GO:0005747 mitochondrial respiratory chain complex I
## GO:0030964 NADH dehydrogenase complex
## GO:0045271 respiratory chain complex I
## GO:0016469 proton-transporting two-sector ATPase complex
## GO:0005788 endoplasmic reticulum lumen
## GO:1905368 peptidase complex
## GO:0019774 proteasome core complex, beta-subunit complex
## GO:0031968 organelle outer membrane
## GO:0005741 mitochondrial outer membrane
## GO:0019867 outer membrane
## GO:0062023 collagen-containing extracellular matrix
## GO:0140534 endoplasmic reticulum protein-containing complex
## GO:1990351 transporter complex
## GO:0005604 basement membrane
## GO:0015629 actin cytoskeleton
## GO:0005753 mitochondrial proton-transporting ATP synthase complex
## GO:0005774 vacuolar membrane
## GO:0033177 proton-transporting two-sector ATPase complex, proton-transporting domain
## GO:0045259 proton-transporting ATP synthase complex
## GO:0033176 proton-transporting V-type ATPase complex
## GO:0022624 proteasome accessory complex
## GO:0031300 intrinsic component of organelle membrane
## GO:1904813 ficolin-1-rich granule lumen
## GO:0045121 membrane raft
## GO:0005759 mitochondrial matrix
## GO:0098857 membrane microdomain
## GO:0015399 primary active transmembrane transporter activity
## GO:0016655 oxidoreductase activity, acting on NAD(P)H, quinone or similar compound as acceptor
## GO:0003954 NADH dehydrogenase activity
## GO:0008137 NADH dehydrogenase (ubiquinone) activity
## GO:0015453 oxidoreduction-driven active transmembrane transporter activity
## GO:0050136 NADH dehydrogenase (quinone) activity
## GO:0003955 NAD(P)H dehydrogenase (quinone) activity
## GO:0009055 electron transfer activity
## GO:0016651 oxidoreductase activity, acting on NAD(P)H
## GO:0004298 threonine-type endopeptidase activity
## GO:0022804 active transmembrane transporter activity
## GO:0005125 cytokine activity
## GO:0008009 chemokine activity
## GO:0005201 extracellular matrix structural constituent
## GO:0008201 heparin binding
## GO:0070003 threonine-type peptidase activity
## GeneRatio BgRatio pvalue p.adjust qvalue
## GO:0006091 109/1766 494/18800 1.110485e-17 6.549638e-14 5.234474e-14
## GO:0045333 66/1766 231/18800 6.029119e-17 1.432439e-13 1.144806e-13
## GO:0046034 73/1766 273/18800 7.286059e-17 1.432439e-13 1.144806e-13
## GO:0015980 79/1766 321/18800 6.675019e-16 9.842316e-13 7.865983e-13
## GO:0009060 56/1766 187/18800 1.444574e-15 1.704020e-12 1.361853e-12
## GO:0006119 45/1766 139/18800 3.839240e-14 3.773973e-11 3.016161e-11
## GO:0022904 38/1766 113/18800 9.665220e-13 8.143638e-10 6.508399e-10
## GO:0019646 32/1766 84/18800 1.247381e-12 9.196317e-10 7.349701e-10
## GO:0042773 33/1766 92/18800 3.946697e-12 2.327762e-09 1.860348e-09
## GO:0042775 33/1766 92/18800 3.946697e-12 2.327762e-09 1.860348e-09
## GO:0032496 72/1766 333/18800 1.147707e-11 6.153794e-09 4.918115e-09
## GO:0022900 46/1766 167/18800 1.270756e-11 6.245768e-09 4.991620e-09
## GO:0006120 23/1766 51/18800 3.031719e-11 1.375467e-08 1.099274e-08
## GO:0002237 73/1766 354/18800 8.540029e-11 3.597792e-08 2.875357e-08
## GO:0030198 66/1766 307/18800 1.073638e-10 4.221544e-08 3.373860e-08
## GO:0043062 66/1766 308/18800 1.243742e-10 4.584745e-08 3.664130e-08
## GO:0045229 66/1766 310/18800 1.664673e-10 5.775435e-08 4.615730e-08
## GO:0051223 90/1766 495/18800 6.300684e-10 2.064524e-07 1.649969e-07
## GO:0071222 49/1766 217/18800 4.942635e-09 1.534298e-06 1.226212e-06
## GO:0006090 31/1766 106/18800 5.682857e-09 1.604648e-06 1.282435e-06
## GO:0071453 41/1766 166/18800 5.713395e-09 1.604648e-06 1.282435e-06
## GO:0071219 50/1766 229/18800 1.129729e-08 3.028701e-06 2.420539e-06
## GO:1903510 27/1766 88/18800 1.746025e-08 4.477416e-06 3.578353e-06
## GO:0033108 28/1766 94/18800 1.970225e-08 4.841829e-06 3.869592e-06
## GO:2001233 69/1766 370/18800 2.243242e-08 5.292257e-06 4.229575e-06
## GO:1901652 84/1766 491/18800 4.251433e-08 9.644213e-06 7.707659e-06
## GO:0061448 53/1766 260/18800 4.834884e-08 1.056154e-05 8.440784e-06
## GO:0071216 52/1766 256/18800 7.278646e-08 1.533195e-05 1.225330e-05
## GO:1904951 59/1766 309/18800 9.926322e-08 1.980632e-05 1.582922e-05
## GO:0070482 61/1766 324/18800 1.022140e-07 1.980632e-05 1.582922e-05
## GO:0097193 57/1766 295/18800 1.070517e-07 1.980632e-05 1.582922e-05
## GO:0062197 62/1766 332/18800 1.091393e-07 1.980632e-05 1.582922e-05
## GO:0033157 47/1766 224/18800 1.108187e-07 1.980632e-05 1.582922e-05
## GO:0006979 75/1766 433/18800 1.348612e-07 2.339445e-05 1.869685e-05
## GO:0071621 32/1766 128/18800 1.936987e-07 3.240838e-05 2.590079e-05
## GO:0071384 20/1766 59/18800 1.978131e-07 3.240838e-05 2.590079e-05
## GO:1901653 65/1766 361/18800 2.191175e-07 3.407333e-05 2.723142e-05
## GO:0030595 48/1766 236/18800 2.195298e-07 3.407333e-05 2.723142e-05
## GO:0051216 42/1766 195/18800 2.441804e-07 3.692759e-05 2.951254e-05
## GO:0071456 34/1766 143/18800 2.965842e-07 4.373134e-05 3.495011e-05
## GO:0036294 35/1766 151/18800 3.849451e-07 5.537576e-05 4.425633e-05
## GO:1903829 75/1766 446/18800 4.506171e-07 6.327952e-05 5.057302e-05
## GO:0070997 63/1766 353/18800 4.621401e-07 6.338843e-05 5.066006e-05
## GO:0051222 55/1766 293/18800 4.729749e-07 6.340013e-05 5.066942e-05
## GO:0001666 54/1766 286/18800 4.951393e-07 6.489625e-05 5.186512e-05
## GO:0071496 57/1766 309/18800 5.345829e-07 6.751773e-05 5.396020e-05
## GO:2001236 35/1766 153/18800 5.380355e-07 6.751773e-05 5.396020e-05
## GO:0032386 60/1766 332/18800 5.579409e-07 6.855699e-05 5.479077e-05
## GO:0097530 35/1766 154/18800 6.342547e-07 7.634355e-05 6.101380e-05
## GO:0010257 19/1766 58/18800 7.276379e-07 8.414919e-05 6.725207e-05
## GO:0032981 19/1766 58/18800 7.276379e-07 8.414919e-05 6.725207e-05
## GO:0010506 60/1766 336/18800 8.448144e-07 9.582145e-05 7.658055e-05
## GO:0036293 55/1766 299/18800 9.221770e-07 1.026226e-04 8.201606e-05
## GO:0009117 79/1766 487/18800 9.848050e-07 1.075626e-04 8.596407e-05
## GO:0060326 57/1766 315/18800 1.018656e-06 1.092370e-04 8.730225e-05
## GO:0003018 50/1766 263/18800 1.049891e-06 1.105760e-04 8.837239e-05
## GO:0030593 27/1766 106/18800 1.151515e-06 1.191515e-04 9.522592e-05
## GO:0071375 54/1766 294/18800 1.210944e-06 1.223042e-04 9.774555e-05
## GO:0006163 67/1766 394/18800 1.223456e-06 1.223042e-04 9.774555e-05
## GO:0052548 71/1766 426/18800 1.272094e-06 1.250469e-04 9.993751e-05
## GO:0043434 68/1766 404/18800 1.485491e-06 1.436300e-04 1.147891e-04
## GO:0030203 29/1766 120/18800 1.513557e-06 1.439832e-04 1.150714e-04
## GO:0006753 79/1766 495/18800 1.884661e-06 1.764402e-04 1.410111e-04
## GO:0009259 65/1766 384/18800 2.064790e-06 1.902833e-04 1.520745e-04
## GO:0019693 66/1766 394/18800 2.497676e-06 2.232014e-04 1.783826e-04
## GO:0050727 66/1766 394/18800 2.497676e-06 2.232014e-04 1.783826e-04
## GO:0071347 27/1766 111/18800 3.008158e-06 2.648077e-04 2.116344e-04
## GO:0097191 43/1766 221/18800 3.134636e-06 2.718836e-04 2.172895e-04
## GO:0006022 30/1766 131/18800 3.318605e-06 2.836686e-04 2.267081e-04
## GO:0009150 62/1766 366/18800 3.438503e-06 2.897184e-04 2.315431e-04
## GO:0072001 55/1766 312/18800 3.578336e-06 2.972539e-04 2.375655e-04
## GO:0045444 45/1766 237/18800 3.695335e-06 3.027095e-04 2.419256e-04
## GO:0071385 17/1766 53/18800 3.848879e-06 3.078782e-04 2.460564e-04
## GO:0072594 70/1766 431/18800 3.862832e-06 3.078782e-04 2.460564e-04
## GO:0001655 60/1766 352/18800 4.017740e-06 3.159551e-04 2.525115e-04
## GO:0072521 68/1766 416/18800 4.224591e-06 3.278505e-04 2.620183e-04
## GO:0009100 64/1766 386/18800 4.993789e-06 3.825112e-04 3.057032e-04
## GO:0070555 31/1766 141/18800 5.650405e-06 4.272576e-04 3.414644e-04
## GO:1901654 38/1766 190/18800 5.882107e-06 4.391477e-04 3.509670e-04
## GO:1990266 29/1766 128/18800 6.017169e-06 4.436158e-04 3.545380e-04
## GO:0046031 23/1766 90/18800 6.595605e-06 4.802577e-04 3.838222e-04
## GO:0055119 9/1766 17/18800 6.742867e-06 4.849930e-04 3.876066e-04
## GO:0071731 10/1766 21/18800 6.970033e-06 4.913978e-04 3.927253e-04
## GO:0007249 51/1766 288/18800 6.998544e-06 4.913978e-04 3.927253e-04
## GO:0002062 26/1766 110/18800 7.984285e-06 5.529291e-04 4.419012e-04
## GO:0097529 43/1766 229/18800 8.062378e-06 5.529291e-04 4.419012e-04
## GO:1900180 29/1766 132/18800 1.135020e-05 7.694655e-04 6.149572e-04
## GO:0060348 42/1766 225/18800 1.188129e-05 7.963167e-04 6.364166e-04
## GO:0006096 21/1766 81/18800 1.290944e-05 8.555043e-04 6.837194e-04
## GO:0052547 71/1766 456/18800 1.461244e-05 9.477520e-04 7.574438e-04
## GO:0006457 40/1766 212/18800 1.462283e-05 9.477520e-04 7.574438e-04
## GO:0030099 63/1766 391/18800 1.496122e-05 9.591440e-04 7.665483e-04
## GO:0098798 76/1849 281/19594 1.105487e-17 7.484149e-15 6.214002e-15
## GO:0098800 51/1849 155/19594 4.418498e-16 1.495662e-13 1.241831e-13
## GO:0005743 101/1849 491/19594 3.198918e-14 7.218892e-12 5.993763e-12
## GO:0070469 37/1849 101/19594 1.076572e-13 1.822099e-11 1.512868e-11
## GO:0005746 35/1849 94/19594 2.834466e-13 3.837867e-11 3.186537e-11
## GO:0000502 27/1849 59/19594 4.208536e-13 4.748632e-11 3.942734e-11
## GO:0098803 33/1849 91/19594 3.174316e-12 3.070017e-10 2.548999e-10
## GO:0005839 15/1849 20/19594 3.897626e-12 3.298366e-10 2.738595e-10
## GO:1905369 30/1849 79/19594 7.798570e-12 5.866258e-10 4.870686e-10
## GO:1990204 38/1849 120/19594 9.080212e-12 6.147303e-10 5.104035e-10
## GO:0005747 22/1849 49/19594 9.963777e-11 5.188829e-09 4.308224e-09
## GO:0030964 22/1849 49/19594 9.963777e-11 5.188829e-09 4.308224e-09
## GO:0045271 22/1849 49/19594 9.963777e-11 5.188829e-09 4.308224e-09
## GO:0016469 21/1849 50/19594 1.205962e-09 5.831686e-08 4.841981e-08
## GO:0005788 64/1849 311/19594 1.649477e-09 7.444642e-08 6.181200e-08
## GO:1905368 32/1849 111/19594 5.389268e-09 2.280334e-07 1.893335e-07
## GO:0019774 9/1849 11/19594 2.687304e-08 1.070179e-06 8.885576e-07
## GO:0031968 49/1849 232/19594 5.610006e-08 2.091941e-06 1.736915e-06
## GO:0005741 45/1849 205/19594 5.871032e-08 2.091941e-06 1.736915e-06
## GO:0019867 49/1849 234/19594 7.439772e-08 2.518363e-06 2.090967e-06
## GO:0062023 72/1849 429/19594 9.864178e-07 3.180023e-05 2.640336e-05
## GO:0140534 30/1849 125/19594 1.297586e-06 3.993027e-05 3.315364e-05
## GO:1990351 66/1849 399/19594 4.560686e-06 1.342428e-04 1.114602e-04
## GO:0005604 24/1849 95/19594 5.638443e-06 1.573604e-04 1.306545e-04
## GO:0015629 78/1849 499/19594 5.810946e-06 1.573604e-04 1.306545e-04
## GO:0005753 10/1849 21/19594 7.267602e-06 1.892372e-04 1.571214e-04
## GO:0005774 71/1849 449/19594 1.009896e-05 2.508102e-04 2.082448e-04
## GO:0033177 11/1849 26/19594 1.037324e-05 2.508102e-04 2.082448e-04
## GO:0045259 10/1849 22/19594 1.219634e-05 2.847213e-04 2.364008e-04
## GO:0033176 11/1849 27/19594 1.601400e-05 3.613825e-04 3.000517e-04
## GO:0022624 10/1849 23/19594 1.975355e-05 4.313920e-04 3.581798e-04
## GO:0031300 65/1849 412/19594 2.535363e-05 5.363877e-04 4.453565e-04
## GO:1904813 27/1849 124/19594 2.892651e-05 5.934318e-04 4.927195e-04
## GO:0045121 54/1849 326/19594 3.126573e-05 6.225559e-04 5.169009e-04
## GO:0005759 72/1849 473/19594 3.234810e-05 6.257047e-04 5.195153e-04
## GO:0098857 54/1849 327/19594 3.408310e-05 6.409516e-04 5.321747e-04
## GO:0015399 49/1811 162/18410 3.181063e-13 3.394195e-10 3.067215e-10
## GO:0016655 26/1811 57/18410 3.246698e-12 1.732113e-09 1.565250e-09
## GO:0003954 22/1811 45/18410 2.712903e-11 9.648891e-09 8.719365e-09
## GO:0008137 21/1811 42/18410 4.443821e-11 1.121967e-08 1.013883e-08
## GO:0015453 28/1811 72/18410 5.257579e-11 1.121967e-08 1.013883e-08
## GO:0050136 21/1811 43/18410 7.881654e-11 1.401621e-08 1.266596e-08
## GO:0003955 21/1811 45/18410 2.328094e-10 3.548680e-08 3.206818e-08
## GO:0009055 37/1811 125/18410 4.907535e-10 6.545425e-08 5.914871e-08
## GO:0016651 27/1811 88/18410 4.593749e-08 5.446144e-06 4.921490e-06
## GO:0004298 10/1811 14/18410 5.723162e-08 6.106613e-06 5.518333e-06
## GO:0022804 71/1811 404/18410 9.201873e-07 8.925816e-05 8.065948e-05
## GO:0005125 47/1811 235/18410 1.791259e-06 1.592728e-04 1.439292e-04
## GO:0008009 17/1811 49/18410 2.115817e-06 1.736598e-04 1.569302e-04
## GO:0005201 37/1811 172/18410 3.801009e-06 2.896912e-04 2.617838e-04
## GO:0008201 36/1811 168/18410 5.607410e-06 3.988738e-04 3.604483e-04
## GO:0070003 11/1811 24/18410 6.006757e-06 4.005756e-04 3.619861e-04
## geneID
## GO:0006091 ACO1/ACO2/ADPGK/AIFM2/AK4/AKR1B1/ALDH2/ALDOA/AOC2/ARL2/ASPH/ATP5F1A/ATP5F1B/ATP5F1E/ATP5IF1/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/BNIP3/CISD1/COQ10B/COX17/COX5A/COX5B/COX7A2/COX7C/CYCS/DDIT4/DLAT/DNAJC15/DYRK2/ENO1/ENO2/GAPDH/GFPT2/GPD2/GPI/GYS1/HDAC4/HIF1A/IDH3A/IRS1/KHK/LDHA/MAOB/MDH1/MDH2/MRAP2/MYBBP1A/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/NOS2/NR1D1/NR4A3/OGT/P2RX7/PARK7/PDHB/PDIA5/PER2/PFKL/PFKP/PGAM1/PGK1/PHKA2/PHKG2/PID1/PKM/PLEC/PPIF/PRKAA2/RUBCNL/SDHA/SDHAF2/SDHC/SIRT3/SLC25A25/SLC2A6/SOD2/STEAP4/TALDO1/TPI1/UGP2/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0045333 ACO1/ACO2/AIFM2/AK4/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/BNIP3/CISD1/COQ10B/COX5A/COX5B/COX7A2/COX7C/CYCS/DLAT/DNAJC15/GPD2/HIF1A/IDH3A/MDH1/MDH2/MYBBP1A/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/NOS2/NR4A3/PARK7/PDHB/PLEC/PPIF/SDHA/SDHAF2/SDHC/SIRT3/SLC25A25/SOD2/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0046034 ADPGK/AK4/ALDOA/ARL2/ATP1A2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5IF1/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/BID/COX5A/COX5B/COX7A2/COX7C/CYCS/DDIT4/DNAJC15/ENO1/ENO2/GAPDH/GPI/HDAC4/HIF1A/LDHA/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/OGT/P2RX7/PARK7/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPIF/PRKAA2/SDHA/SDHAF2/SDHC/SLC25A25/SLC2A6/TPI1/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0015980 ACO1/ACO2/AIFM2/AK4/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/BNIP3/CISD1/COQ10B/COX5A/COX5B/COX7A2/COX7C/CYCS/DLAT/DNAJC15/DYRK2/GFPT2/GPD2/GYS1/HIF1A/IDH3A/IRS1/KHK/MDH1/MDH2/MRAP2/MYBBP1A/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/NOS2/NR1D1/NR4A3/PARK7/PDHB/PER2/PHKA2/PHKG2/PID1/PLEC/PPIF/RUBCNL/SDHA/SDHAF2/SDHC/SIRT3/SLC25A25/SOD2/UGP2/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0009060 ACO1/ACO2/AK4/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/BNIP3/COX5A/COX5B/COX7A2/COX7C/CYCS/DLAT/DNAJC15/HIF1A/IDH3A/MDH1/MDH2/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/PDHB/PPIF/SDHA/SDHAF2/SDHC/SIRT3/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0006119 AK4/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/COX5A/COX5B/COX7A2/COX7C/CYCS/DNAJC15/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/PPIF/SDHA/SDHAF2/SDHC/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0022904 AIFM2/BID/COX5A/COX5B/COX7C/CYCS/DNAJC15/GPD2/MYBBP1A/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/PLEC/SDHA/SDHAF2/SDHC/SOD2/UQCRFS1/UQCRQ
## GO:0019646 COX5A/COX5B/COX7C/CYCS/DNAJC15/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/SDHA/SDHAF2/SDHC/UQCRFS1/UQCRQ
## GO:0042773 BID/COX5A/COX5B/COX7C/CYCS/DNAJC15/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/SDHA/SDHAF2/SDHC/UQCRFS1/UQCRQ
## GO:0042775 BID/COX5A/COX5B/COX7C/CYCS/DNAJC15/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/SDHA/SDHAF2/SDHC/UQCRFS1/UQCRQ
## GO:0032496 ABCA1/ABL1/ADM/BMP6/CCL2/CCL3/CCL5/CCR7/CD274/CD55/CEBPB/CHMP5/CLDN1/CSF2/CSF3/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/EDN1/EDNRB/EPHB2/FGF10/FOS/GCH1/GJB2/GSTP1/HCK/IL6/IRAK2/LGALS9/MAOB/MAP2K3/MAPKAPK2/MEF2C/MIF/NFKB1/NFKBIA/NFKBIB/NOD2/NOS2/NR1D1/P2RX7/PCK1/PCK2/PDCD1LG2/PDCD4/PDE4B/PELI1/PF4V1/PRDX2/PRDX3/PTGER4/PTGFR/PTGS2/RARA/RIPK2/SIRPA/SLPI/SOD2/TBXA2R/THBD/TIMP4/TNFAIP3/TNFRSF1B/TNIP1/TRIM5/ZC3H12A/ZFP36
## GO:0022900 AIFM2/AKR1B1/ALDH2/AOC2/ASPH/BID/COX5A/COX5B/COX7C/CYCS/DNAJC15/GPD2/MAOB/MYBBP1A/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/PDIA5/PLEC/SDHA/SDHAF2/SDHC/SOD2/STEAP4/UQCRFS1/UQCRQ
## GO:0006120 DNAJC15/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7
## GO:0002237 ABCA1/ABL1/ADM/BMP6/CCL2/CCL3/CCL5/CCR7/CD274/CD55/CEBPB/CHMP5/CLDN1/CSF2/CSF3/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/EDN1/EDNRB/EPHB2/FGF10/FOS/GCH1/GJB2/GSTP1/HCK/IL6/IRAK2/LGALS9/MAOB/MAP2K3/MAPKAPK2/MEF2C/MIF/NFKB1/NFKBIA/NFKBIB/NOD2/NOS2/NR1D1/P2RX7/PCK1/PCK2/PDCD1LG2/PDCD4/PDE4B/PELI1/PF4V1/PRDX2/PRDX3/PTGER4/PTGFR/PTGS2/RARA/RIPK2/SIRPA/SIRT2/SLPI/SOD2/TBXA2R/THBD/TIMP4/TNFAIP3/TNFRSF1B/TNIP1/TRIM5/ZC3H12A/ZFP36
## GO:0030198 ABL1/ADAMTS1/ADAMTS15/ADAMTS6/ADAMTSL3/AGT/ANGPTL7/B4GALT1/BCL3/BMP1/BMP2/CCDC80/CFLAR/COL15A1/COL22A1/COL2A1/COL3A1/COL4A1/COL4A2/COL4A3/COL4A4/COL5A2/COL8A2/COL9A2/COLGALT2/CSGALNACT1/CTSS/ELF3/ERO1A/FERMT1/FLOT1/FOXC2/FOXF1/FURIN/GAS6/HAS3/IER3IP1/IL6/LAMB3/LOX/LOXL3/LOXL4/MARCOL/MMP1/MMP10/MMP12/MMP24/MMP25/MMP3/NFKB2/NID2/NTNG2/P3H4/P4HA1/PXDN/QSOX1/SLC39A8/SMOC1/SMOC2/SULF2/TGFBI/TGFBR1/TNFRSF11B/TNFRSF1B/TNXB/ZNF469
## GO:0043062 ABL1/ADAMTS1/ADAMTS15/ADAMTS6/ADAMTSL3/AGT/ANGPTL7/B4GALT1/BCL3/BMP1/BMP2/CCDC80/CFLAR/COL15A1/COL22A1/COL2A1/COL3A1/COL4A1/COL4A2/COL4A3/COL4A4/COL5A2/COL8A2/COL9A2/COLGALT2/CSGALNACT1/CTSS/ELF3/ERO1A/FERMT1/FLOT1/FOXC2/FOXF1/FURIN/GAS6/HAS3/IER3IP1/IL6/LAMB3/LOX/LOXL3/LOXL4/MARCOL/MMP1/MMP10/MMP12/MMP24/MMP25/MMP3/NFKB2/NID2/NTNG2/P3H4/P4HA1/PXDN/QSOX1/SLC39A8/SMOC1/SMOC2/SULF2/TGFBI/TGFBR1/TNFRSF11B/TNFRSF1B/TNXB/ZNF469
## GO:0045229 ABL1/ADAMTS1/ADAMTS15/ADAMTS6/ADAMTSL3/AGT/ANGPTL7/B4GALT1/BCL3/BMP1/BMP2/CCDC80/CFLAR/COL15A1/COL22A1/COL2A1/COL3A1/COL4A1/COL4A2/COL4A3/COL4A4/COL5A2/COL8A2/COL9A2/COLGALT2/CSGALNACT1/CTSS/ELF3/ERO1A/FERMT1/FLOT1/FOXC2/FOXF1/FURIN/GAS6/HAS3/IER3IP1/IL6/LAMB3/LOX/LOXL3/LOXL4/MARCOL/MMP1/MMP10/MMP12/MMP24/MMP25/MMP3/NFKB2/NID2/NTNG2/P3H4/P4HA1/PXDN/QSOX1/SLC39A8/SMOC1/SMOC2/SULF2/TGFBI/TGFBR1/TNFRSF11B/TNFRSF1B/TNXB/ZNF469
## GO:0051223 ACSL4/ADORA2A/ANGPT1/ANK3/APBB3/ATP5IF1/BAG4/BMP6/C1QTNF3/C2CD5/CCL5/CCN3/CD38/CDK5/CSNK2A2/DERL2/DNAJA1/DNAJC1/DOC2B/EDEM2/MMP24-AS1-EDEM2/ERLEC1/EXOC1/EXPH5/FERMT1/FYN/GAS6/GLI3/GPER1/HIF1A/HPS4/HYAL2/IER3IP1/IL6/IPO5/IRS1/JAGN1/JUP/KCNN4/LEPROT/MFF/MYO18A/MYO1C/NKX6-1/NLGN2/NOLC1/NOS2/NR1D1/OAZ1/P2RX7/PARD6A/PARK7/PCK2/PCNT/PDCD5/PDZK1/PER2/PFKL/PLA2G6/PLK3/PRKCD/PRR5L/PSMD9/PTGS2/PTPN1/PTPN11/RAB11FIP5/RAB23/RAB29/RANGAP1/RAPGEF3/RHBDF1/SAA1/SEC16B/CRYZL2P-SEC16B/SELENOK/SLC12A2/SOX4/SSTR5/STXBP5/SUFU/TAMALIN/TCIRG1/TGFB3/TMEM30A/TMEM30B/TXN/UBL5/UQCC2/ZC3H12A
## GO:0071222 ABCA1/ABL1/BMP6/CCL2/CCL3/CCL5/CD274/CD55/CEBPB/CHMP5/CSF2/CSF3/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/EDNRB/EPHB2/GSTP1/HCK/IL6/IRAK2/MAP2K3/MEF2C/MIF/NFKB1/NFKBIA/NFKBIB/NOD2/NOS2/NR1D1/PDCD1LG2/PDCD4/PDE4B/PF4V1/PRDX2/RARA/RIPK2/SIRPA/TBXA2R/TNFAIP3/TNFRSF1B/TNIP1/TRIM5/ZC3H12A/ZFP36
## GO:0006090 ADPGK/ALDOA/ARL2/DDIT4/DLAT/ENO1/ENO2/GAPDH/GPI/HDAC4/HIF1A/LDHA/LDHB/NR4A3/OGT/P2RX7/PC/PCK1/PCK2/PDHB/PDK1/PDK4/PFKL/PFKP/PGAM1/PGK1/PKM/PRKAA2/SLC2A6/TPI1/VDAC1
## GO:0071453 AIFM1/AJUBA/AK4/AQP1/AQP3/ATG7/ATP6AP1/ATP6V1G1/BNIP3/CCDC115/CFLAR/DDAH1/EDN1/EGLN1/EGLN3/EGR1/ENDOG/ENO1/EPAS1/ERO1A/FAM162A/FAS/FOXO1/HIF1A/HYOU1/LMNA/NKX3-1/P4HB/PCK1/PDK1/PGK1/PIK3CB/PLK3/PTGIS/PTGS2/RORA/SIRT2/SLC29A1/SLC8A3/STC1/ZFP36L1
## GO:0071219 ABCA1/ABL1/BMP6/CCL2/CCL3/CCL5/CD274/CD55/CEBPB/CHMP5/CSF2/CSF3/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/EDNRB/EPHB2/GSTP1/HCK/IL6/IRAK2/MAP2K3/MEF2C/MIF/NFKB1/NFKBIA/NFKBIB/NOD2/NOS2/NR1D1/PDCD1LG2/PDCD4/PDE4B/PF4V1/PRDX2/RARA/RIPK2/SIRPA/SIRT2/TBXA2R/TNFAIP3/TNFRSF1B/TNIP1/TRIM5/ZC3H12A/ZFP36
## GO:1903510 ABCC5/ANGPT1/B3GNT2/B3GNT7/B4GALT4/BGN/BPNT2/CEMIP2/CHPF2/CHST12/CHST7/CSGALNACT1/DSEL/EDNRA/EDNRB/EXT2/GNS/HAS3/HYAL2/IL15/ITIH5/NFKB1/ST3GAL1/ST3GAL4/TNFAIP6/UGDH/UST
## GO:0033108 AIFM1/COA3/COA4/COX14/COX17/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA8/NDUFAB1/NDUFAF8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS8/PET100/SDHAF2/UQCC2/UQCRFS1
## GO:2001233 ADORA2A/AGT/BCL2L1/BDNF/BID/CFLAR/COL2A1/CSF2/CSNK2A2/CYLD/DAPK2/DBH/DDIT3/DNAJA1/EIF5A/ELL3/ENO1/FADD/FAIM2/FAS/FBH1/FEM1B/FGF10/G0S2/GPER1/GRINA/GSTP1/HIF1A/HSPB1/HYAL2/HYOU1/ICAM1/IFI6/IL7/INHBA/ITGAV/LMNA/MIF/NDUFA13/NKX3-1/NOC2L/NR4A2/P4HB/PARK7/PDIA3/PIK3CB/PLEKHF1/PPIF/PPP2R1B/PRDX2/PRKCD/PSME3/PTGS2/PTPMT1/PTPN1/SIAH1/SIAH2/SLC25A5/SOD2/TGFBR1/TIMP3/TNFAIP3/TNFSF10/TNFSF12/TPD52L1/TRAF2/VDAC2/VNN1/YAP1
## GO:1901652 ADM/AGT/AGTRAP/AP3S1/APPL2/ATP1A3/C2CD5/CACNB1/CAMK2A/CCND3/CDK5/CFLAR/CHMP5/COL3A1/CREB1/EDN1/EDNRA/EDNRB/EGR1/EPHB2/FBN1/FOXC2/FOXO1/FYN/GAB1/GJA1/GJB2/GLP2R/GNAI1/GPER1/GRB10/ICAM1/INSIG2/IRS1/KHK/KLF2/LEPROT/LEPROTL1/LPIN1/MMP12/MMP3/MSTN/MYO1C/NFKB1/NFKBIA/NKX6-1/NOD2/NR4A2/NR4A3/OGT/PCK1/PCK2/PCSK9/PDK4/PID1/PIK3R3/PKM/PLAT/PRKCD/PTGS2/PTPN1/PTPN11/PTPRE/RAB13/RANGAP1/RIPK2/SERPINF1/SESN2/SESN3/SIK2/SLC29A2/SLC2A1/SLC39A14/STAT1/STAT4/TIMP4/TNFAIP3/TNS2/TRIB3/TRIM16/TSHR/VPS13C/YWHAG/ZFP36L1
## GO:0061448 ARRDC3/BGN/BMP1/BMP2/BMP6/BPNT2/CCN3/CCN4/CFLAR/CHRDL2/COL2A1/COL3A1/CRIP1/CSF1/CSGALNACT1/CYTL1/EDN1/EFEMP1/EGR1/FGF18/FGF9/FGFR3/FOXC2/FRZB/GDF7/GLI3/HIF1A/HOXA3/HOXC4/HYAL2/LOX/MAF/MEF2C/PKD1/PTPN11/RARA/RARG/RFLNA/ZNF664-RFLNA/RSPO2/SELENOM/SLC25A25/SLC39A14/SOX8/STC1/SULF2/TGFBI/TGFBR1/THBS3/TSKU/WNT2B/WNT9A/ZEB1
## GO:0071216 ABCA1/ABL1/BMP6/CCL2/CCL3/CCL5/CD274/CD55/CEBPB/CHMP5/CSF2/CSF3/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/DDIT3/EDNRB/EPHB2/FBH1/GSTP1/HCK/IL6/IRAK2/MAP2K3/MEF2C/MIF/NFKB1/NFKBIA/NFKBIB/NOD2/NOS2/NR1D1/PDCD1LG2/PDCD4/PDE4B/PF4V1/PRDX2/RARA/RIPK2/SIRPA/SIRT2/TBXA2R/TNFAIP3/TNFRSF1B/TNIP1/TRIM5/ZC3H12A/ZFP36
## GO:1904951 ACSL4/ADORA2A/ANK3/APBB3/BMP6/C1QTNF3/C2CD5/CCT2/CCT5/CCT7/CD38/CDK5/CORO2B/CSNK2A2/DOC2B/EDEM2/MMP24-AS1-EDEM2/EXOC1/EXPH5/FYN/GAS6/GLI3/GPER1/HIF1A/HPS4/HYAL2/IER3IP1/IPO5/JUP/KCNN4/LEPROT/MFF/MYO18A/MYO1C/NKX6-1/NLGN2/OAZ1/P2RX7/PARD6A/PCK2/PCNT/PDCD5/PDZK1/PLA2G6/PLK3/PRKCD/PRR5L/PSMD9/PTGS2/RAB29/RAPGEF3/SEC16B/CRYZL2P-SEC16B/SOX4/TGFB3/TMEM30A/TMEM30B/UBL5/ZC3H12A
## GO:0070482 ADM/AGTRAP/AIFM1/AJUBA/AK4/ANGPTL4/AQP1/AQP3/ATG7/ATM/ATP6AP1/ATP6V1G1/BMP2/BNIP3/CA9/CCDC115/CD38/CFLAR/CRYAB/DDAH1/DDIT4/EDN1/EDNRA/EGLN1/EGLN3/EGR1/ENDOG/ENO1/EPAS1/ERO1A/FAM162A/FAS/FOXO1/HIF1A/HYOU1/LMNA/NKX3-1/NOS2/NR4A2/P4HB/PCK1/PDK1/PGK1/PIK3CB/PLAT/PLK3/PLOD1/PLOD2/PTGIS/PTGS2/RORA/SIRT2/SLC11A2/SLC29A1/SLC2A1/SLC8A3/SOD2/STC1/TFRC/TGFB3/ZFP36L1
## GO:0097193 ABL1/AEN/AIFM1/ATM/ATP2A3/BCL2A1/BCL2L1/BCL3/BID/BNIP3/CEBPB/CHEK2/CRIP1/CYLD/DAPK2/DDIT3/DDIT4/DDX5/DNAJA1/DYRK2/EIF5A/ELL3/ENO1/ERO1A/FBH1/GRINA/HIF1A/HSPB1/HYOU1/IFI6/MIF/MLLT11/MYBBP1A/NDUFA13/NKX3-1/NOC2L/P4HB/PARK7/PDK1/PIK3CB/PLEKHF1/PPIF/PPP1R15A/PRKCD/PTGS2/PTPMT1/PTPN1/SELENOK/SIAH1/SNW1/SOD2/TNFRSF10B/TNFRSF1B/TRAF2/TRIB3/VDAC2/VNN1
## GO:0062197 ABL1/AIFM1/AIFM2/AKR1B1/AKR1C3/AQP1/ATG7/ATM/ATP2A2/BNIP3/CAPN3/DDIT3/DNAJA1/EDN1/EDNRA/EFHD1/ENDOG/EPAS1/FAS/FOS/FOXO1/FYN/GCH1/GJB2/GPR37L1/HIF1A/HSPB1/IL6/KLF2/MAPKAP1/MGST1/MMP3/NCOA7/NR4A2/NR4A3/P4HB/PARK7/PDK1/PLA2R1/PLEC/PNPLA8/PPIF/PRDX1/PRDX2/PRDX3/PRKAA2/PRKCD/PRR5L/PTGS2/PTPRK/RELB/SESN2/SIRPA/SIRT2/SLC2A1/SOD2/TNFAIP3/TXN/VNN1/XRCC5/ZC3H12A/ZFP36L1
## GO:0033157 ANGPT1/ANK3/ATP5IF1/BAG4/C2CD5/CDK5/CSNK2A2/DERL2/EDEM2/MMP24-AS1-EDEM2/ERLEC1/FERMT1/FYN/GAS6/GLI3/HPS4/HYAL2/IPO5/JUP/LEPROT/MFF/MYO1C/NOLC1/OAZ1/PARK7/PCNT/PDCD5/PDZK1/PLK3/PRKCD/PRR5L/PTGS2/PTPN1/PTPN11/RAB23/RAB29/RANGAP1/RAPGEF3/SEC16B/CRYZL2P-SEC16B/SUFU/TAMALIN/TMEM30A/TMEM30B/TXN/UBL5/ZC3H12A
## GO:0006979 ABL1/AIFM1/AIFM2/AKR1C3/ANGPTL7/AQP1/ATOX1/ATP2A2/BNIP3/CD38/CRYAB/CYB5B/CYP2E1/DHCR24/EDN1/EDNRA/ENDOG/EPAS1/ERO1A/FOS/FOXO1/FYN/GCH1/GJB2/GPR37L1/GSS/GSTP1/HIF1A/HSPB1/HYAL2/IL6/KLF2/MAPKAP1/MCTP1/MGST1/MMP3/NCOA7/NDUFB4/NDUFS8/NEIL1/NR4A2/NR4A3/P4HB/PARK7/PDK1/PLA2R1/PLK3/PNPLA8/PON2/PPIF/PRDX1/PRDX2/PRDX3/PRKAA2/PRKCD/PRR5L/PSMB5/PTGS1/PTGS2/PTPRK/PXDN/RCAN1/SELENOK/SESN2/SESN3/SGK2/SIRPA/SIRT2/SOD2/STAT1/TNFAIP3/TOR1A/TXN/VNN1/ZC3H12A
## GO:0071621 AKIRIN1/C1QBP/CCL11/CCL2/CCL20/CCL3/CCL5/CCL7/CCL8/CCR7/CMKLR1/CSF1/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/DAPK2/EDN1/HRH1/IL23A/ITGA1/MSTN/NOD2/PDE4B/PF4V1/SAA1/THBS4/TNFAIP6/TREM1
## GO:0071384 AIFM1/AKR1C3/AQP1/ATP5F1A/CFLAR/DDIT4/EDN1/FAM107A/GJB2/GPER1/KLF9/MSTN/PCK1/PCK2/PLAT/SERPINF1/SSTR5/STC1/ZFP36/ZFP36L1
## GO:1901653 AGT/AGTRAP/AP3S1/APPL2/ATP1A3/C2CD5/CACNB1/CAMK2A/CCND3/CDK5/CFLAR/CHMP5/EDN1/EDNRA/EPHB2/FBN1/FOXC2/FOXO1/FYN/GAB1/GJA1/GJB2/GLP2R/GPER1/GRB10/ICAM1/INSIG2/IRS1/KLF2/LEPROT/LEPROTL1/LPIN1/MSTN/MYO1C/NFKB1/NKX6-1/NOD2/NR4A2/NR4A3/OGT/PCK1/PCK2/PCSK9/PDK4/PID1/PIK3R3/PKM/PLAT/PRKCD/PTPN1/PTPN11/PTPRE/RAB13/RANGAP1/RIPK2/SESN3/SIK2/SLC29A2/SLC39A14/STAT1/TNS2/TRIB3/TSHR/YWHAG/ZFP36L1
## GO:0030595 AKIRIN1/C1QBP/C5/CCL11/CCL2/CCL20/CCL3/CCL5/CCL7/CCL8/CCN3/CCR7/CH25H/CMKLR1/CSF1/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/CYP7B1/DAPK2/DDT/DUSP1/EDN1/EDNRB/GAS6/HRH1/IL16/IL23A/IL6/ITGA1/LGALS9/MIF/MSTN/NINJ1/NOD2/PDE4B/PF4V1/PLEC/SAA1/SLC12A2/THBS4/TNFAIP6/TNFSF14/TREM1
## GO:0051216 BGN/BMP1/BMP2/BMP6/BPNT2/CCN3/CCN4/CHRDL2/COL2A1/COL3A1/CSGALNACT1/CYTL1/EDN1/EFEMP1/FGF18/FGF9/FGFR3/FRZB/GLI3/HIF1A/HOXA3/HOXC4/HYAL2/MAF/MEF2C/PKD1/PTPN11/RARA/RARG/RFLNA/ZNF664-RFLNA/RSPO2/SLC39A14/STC1/SULF2/TGFBI/TGFBR1/THBS3/TSKU/WNT2B/WNT9A/ZEB1
## GO:0071456 AJUBA/AK4/AQP1/AQP3/BNIP3/CFLAR/DDAH1/EDN1/EGLN1/EGLN3/EGR1/ENDOG/ENO1/EPAS1/ERO1A/FAM162A/HIF1A/HYOU1/LMNA/NKX3-1/P4HB/PCK1/PDK1/PGK1/PIK3CB/PLK3/PTGIS/PTGS2/RORA/SIRT2/SLC29A1/SLC8A3/STC1/ZFP36L1
## GO:0036294 AIFM1/AJUBA/AK4/AQP1/AQP3/BNIP3/CFLAR/DDAH1/EDN1/EGLN1/EGLN3/EGR1/ENDOG/ENO1/EPAS1/ERO1A/FAM162A/HIF1A/HYOU1/LMNA/NKX3-1/P4HB/PCK1/PDK1/PGK1/PIK3CB/PLK3/PTGIS/PTGS2/RORA/SIRT2/SLC29A1/SLC8A3/STC1/ZFP36L1
## GO:1903829 ACSL4/ADORA2A/ANK3/APBB3/ATP2B4/BMP6/C1QTNF3/C2CD5/CARD10/CCT2/CCT5/CCT7/CD38/CDK5/CORO2B/CSNK2A2/DOC2B/EDEM2/MMP24-AS1-EDEM2/EPB41/EPHB2/EXOC1/EXPH5/FYN/GAS6/GLI3/GLIS2/GNAI1/GPER1/HIF1A/HPS4/HYAL2/IER3IP1/IPO5/JUP/KCNN4/LAMTOR5/LEPROT/LIF/MFF/MYO18A/MYO1C/NKX6-1/NLGN2/OAZ1/P2RX7/PARD6A/PARK7/PCK2/PCNT/PDCD5/PDZK1/PLA2G6/PLK3/PRKAA2/PRKCD/PRKCH/PRR5L/PSMD9/PTGS2/RAB29/RAPGEF3/SEC16B/CRYZL2P-SEC16B/SESN2/SOX4/TFRC/TGFB3/TMEM30A/TMEM30B/TNFAIP6/TRIM8/UBL5/YAP1/ZC3H12A
## GO:0070997 AARS1/ABL1/ADORA2A/AIFM1/ANGPT1/ATM/BCL2L1/BDNF/BID/BNIP3/CCL2/CCL3/CCL5/CDK5/CEBPB/CHMP4B/CLCF1/CSF1/CSF3/DDIT3/DDIT4/DHCR24/DNAJC5/EGLN3/EGR1/ENDOG/ENO2/EPHB1/FADD/FAIM2/FAM162A/FAS/FOS/FYN/GAPDH/GPI/GPNMB/HDGF/HIF1A/HYOU1/ITGA1/MEF2C/NCOA7/NCSTN/NR4A2/NR4A3/PARK7/PCSK9/PPT1/RAB29/RASA1/SERPINF1/SIAH1/SIX1/SIX4/SOD2/TGFB3/THRB/TMEM259/TNFRSF1B/TNFRSF21/TRAF2/UBE2M
## GO:0051222 ACSL4/ADORA2A/ANK3/APBB3/BMP6/C1QTNF3/C2CD5/CD38/CDK5/CSNK2A2/DOC2B/EDEM2/MMP24-AS1-EDEM2/EXOC1/EXPH5/FYN/GAS6/GLI3/GPER1/HIF1A/HPS4/HYAL2/IER3IP1/IPO5/JUP/KCNN4/LEPROT/MFF/MYO18A/MYO1C/NKX6-1/NLGN2/OAZ1/P2RX7/PARD6A/PCK2/PCNT/PDCD5/PDZK1/PLA2G6/PLK3/PRKCD/PRR5L/PSMD9/PTGS2/RAB29/RAPGEF3/SEC16B/CRYZL2P-SEC16B/SOX4/TGFB3/TMEM30A/TMEM30B/UBL5/ZC3H12A
## GO:0001666 ADM/AGTRAP/AJUBA/AK4/ANGPTL4/AQP1/AQP3/ATM/BMP2/BNIP3/CA9/CD38/CFLAR/CRYAB/DDAH1/DDIT4/EDN1/EDNRA/EGLN1/EGLN3/EGR1/ENDOG/ENO1/EPAS1/ERO1A/FAM162A/HIF1A/HYOU1/LMNA/NKX3-1/NOS2/NR4A2/P4HB/PCK1/PDK1/PGK1/PIK3CB/PLAT/PLK3/PLOD1/PLOD2/PTGIS/PTGS2/RORA/SIRT2/SLC11A2/SLC29A1/SLC2A1/SLC8A3/SOD2/STC1/TFRC/TGFB3/ZFP36L1
## GO:0071496 ADORA2B/AGT/AIFM1/AKR1C3/AQP1/AQP3/ATG14/ATG7/ATP1A2/BMP6/BNIP3/CDKN2B/CYP24A1/DNAJC15/FADD/FAM107A/FAS/FBXO22/FES/FOS/FOXO1/GABARAPL1/GAS6/HABP4/IL15/KCNJ2/MAP1LC3C/MAP3K14/MFSD2A/MYBBP1A/NFKB1/NR4A2/NUAK2/P2RX7/PCK1/PCSK9/PDK4/PLEC/PRKAA2/PTGER4/PTGS2/RNF152/SESN2/SESN3/SIK1/SIK2/SLC2A1/SLC38A2/SNW1/TFEB/TMEM150C/TNFRSF10B/TNFSF14/UCN2/UPP1/WNT2B/ZC3H12A
## GO:2001236 AGT/BCL2L1/BID/CFLAR/COL2A1/CSF2/CYLD/DBH/FADD/FAIM2/FEM1B/FGF10/G0S2/GPER1/GSTP1/HYAL2/ICAM1/IFI6/IL7/INHBA/ITGAV/LMNA/PARK7/PDIA3/PPP2R1B/PRDX2/PSME3/SIAH2/TGFBR1/TIMP3/TNFAIP3/TNFSF10/TNFSF12/TRAF2/YAP1
## GO:0032386 ANGPT1/ANK3/ARHGAP1/ATP5IF1/ATP9A/BAG4/C2CD5/CDK5/CRYAB/CSNK2A2/DERL2/EDEM2/MMP24-AS1-EDEM2/EHD1/ERLEC1/FERMT1/FYN/GAS1/GAS6/GLI3/HPS4/HYAL2/IPO5/JUP/LEPROT/MAP2K1/MAPK15/MFF/MYO1C/NOLC1/OAZ1/PARK7/PCNT/PCSK9/PDCD5/PDZK1/PLK3/PRKCD/PRR5L/PTGS2/PTPN1/PTPN11/RAB23/RAB29/RANGAP1/RAPGEF3/RBM4/REEP6/SEC16B/CRYZL2P-SEC16B/SUFU/TAMALIN/TMEM30A/TMEM30B/TNNC1/TNNT2/TXN/UBL5/WWC1/ZC3H12A
## GO:0097530 AKIRIN1/C1QBP/CCL11/CCL2/CCL20/CCL3/CCL5/CCL7/CCL8/CCR7/CMKLR1/CSF1/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/DAPK2/EDN1/HRH1/IL23A/IRAK4/ITGA1/JAGN1/MSTN/NOD2/PDE4B/PF4V1/PTGER4/SAA1/THBS4/TNFAIP6/TREM1
## GO:0010257 NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA8/NDUFAB1/NDUFAF8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS8
## GO:0032981 NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA8/NDUFAB1/NDUFAF8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS8
## GO:0010506 ABL1/ABL2/ATG14/ATG7/ATM/ATP6V0B/ATP6V0C/ATP6V0E1/ATP6V1E1/ATP6V1G1/ATP6V1G2/BNIP3/CDK5/CHMP4B/CISD1/CISD2/CSNK2A2/DAPK2/DDIT3/DHRSX/DRAM1/ENDOG/EXOC1/FOXO1/GAPDH/GPR137/GPSM1/HIF1A/HSPB1/LAMP3/LRSAM1/MAPK15/NOD2/OSBPL7/PARK7/PHF23/PIK3CB/PLEKHF1/PLK3/PRKAA2/QSOX1/RAB39B/RIPK2/RNF152/SEC22B/SESN2/SESN3/SIRT2/SLC25A5/STING1/TFEB/TP53INP2/TPCN1/TRIB3/TRIM5/TRIM8/VDAC1/VPS13C/WDR6/ZC3H12A
## GO:0036293 ADM/AGTRAP/AIFM1/AJUBA/AK4/ANGPTL4/AQP1/AQP3/ATM/BMP2/BNIP3/CA9/CD38/CFLAR/CRYAB/DDAH1/DDIT4/EDN1/EDNRA/EGLN1/EGLN3/EGR1/ENDOG/ENO1/EPAS1/ERO1A/FAM162A/HIF1A/HYOU1/LMNA/NKX3-1/NOS2/NR4A2/P4HB/PCK1/PDK1/PGK1/PIK3CB/PLAT/PLK3/PLOD1/PLOD2/PTGIS/PTGS2/RORA/SIRT2/SLC11A2/SLC29A1/SLC2A1/SLC8A3/SOD2/STC1/TFRC/TGFB3/ZFP36L1
## GO:0009117 AADAT/ACLY/ACOT11/ACSL4/ADORA2B/ADPGK/AK3/AK4/ALDOA/AMPD3/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/CTPS1/DDIT4/DIP2A/DLAT/ELOVL3/ENO1/ENO2/ENTPD7/FLAD1/GAPDH/GPI/HDAC4/HIF1A/KARS1/KYNU/LACC1/LDHA/MCCC2/MTHFD2L/NAMPT/NEIL1/NME1/NNMT/NOS2/NUDT4/OGT/P2RX7/PAPSS2/PARK7/PDE10A/PDE4B/PDE4D/PDE5A/PDE8B/PDHB/PDK1/PDK4/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPT1/PPT2/PRKAA2/PRPSAP1/PTGIS/RAB23/RFK/RORA/SLC2A6/SULT1C4/TJP2/TPI1/TPST1/TYMP/UPP1
## GO:0060326 AKIRIN1/C1QBP/C5/CCL11/CCL2/CCL20/CCL28/CCL3/CCL5/CCL7/CCL8/CCN3/CCR7/CH25H/CMKLR1/CSF1/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/CYP7B1/DAPK2/DDT/DUSP1/EDN1/EDNRB/EPHB1/FGF18/GAB1/GAS6/HRH1/HSPB1/IL16/IL23A/IL6/ITGA1/LGALS9/LOX/MIF/MSTN/NINJ1/NOD2/PDE4B/PF4V1/PLEC/PRKCD/RAB13/SAA1/SLC12A2/SMOC2/THBS4/TNFAIP6/TNFSF14/TREM1
## GO:0003018 ABCC5/ABL1/ADM/ADORA2A/ADORA2B/AGT/ANGPT1/ATP1A2/ATP2A3/ATP2B4/ATP8A1/BMP6/C2CD4A/C2CD4B/CD38/DBH/DDAH1/DOCK5/EDN1/EDNRA/EDNRB/EXT2/FOXC2/GCH1/GPER1/HRH1/ITGA1/KLF2/MFSD2A/PER2/PLA2G6/PLEC/PTGS2/RGS2/SLC12A2/SLC16A2/SLC1A4/SLC24A3/SLC29A1/SLC29A2/SLC2A1/SLC38A1/SLC38A2/SLC44A1/SLC6A6/SLC7A2/SOD2/TBXA2R/TFRC/TJP2
## GO:0030593 C1QBP/CCL11/CCL2/CCL20/CCL3/CCL5/CCL7/CCL8/CCR7/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/DAPK2/EDN1/IL23A/ITGA1/NOD2/PDE4B/PF4V1/SAA1/THBS4/TNFAIP6/TREM1
## GO:0071375 AGT/AGTRAP/AP3S1/APPL2/C2CD5/CAMK2A/CCND3/CFLAR/EDN1/EDNRA/FBN1/FOXC2/FOXO1/GAB1/GJB2/GLP2R/GPER1/GRB10/INSIG2/IRS1/LEPROT/LEPROTL1/LPIN1/MSTN/MYO1C/NFKB1/NKX6-1/NR4A2/NR4A3/OGT/PCK1/PCK2/PCSK9/PDK4/PID1/PIK3R3/PKM/PLAT/PRKCD/PTPN1/PTPN11/PTPRE/RAB13/RANGAP1/SESN3/SIK2/SLC29A2/SLC39A14/STAT1/TNS2/TRIB3/TSHR/YWHAG/ZFP36L1
## GO:0006163 AADAT/ACLY/ACOT11/ACSL4/ADORA2B/ADPGK/AK3/AK4/ALDOA/AMPD3/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/DDIT4/DIP2A/DLAT/ELOVL3/ENO1/ENO2/ENTPD7/GAPDH/GPI/HDAC4/HIF1A/LACC1/LDHA/MCCC2/MTHFD2L/NME1/NOS2/NUDT4/OGT/P2RX7/PAPSS2/PDE10A/PDE4B/PDE4D/PDE5A/PDE8B/PDHB/PDK1/PDK4/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPT1/PPT2/PRKAA2/PRPSAP1/RAB23/RORA/SLC2A6/SULT1C4/TJP2/TPI1/TPST1
## GO:0052548 ADORA2A/AGT/AIFM1/AQP1/ASPH/ATP2A3/BID/BIRC3/C3/C5/CD109/CFLAR/COL4A3/COL7A1/CPAMD8/CRYAB/CST6/CYCS/DHCR24/DLC1/EGLN3/F3/FADD/FAM162A/FAS/FURIN/FYN/GAPDH/GAS6/GPER1/GPI/GSN/HSPE1/IFI6/ITIH5/LAMP3/LAMTOR5/LGALS9/MTCH1/NCSTN/NDUFA13/NKX3-1/PARK7/PDCD5/PI3/PRDX3/PROS1/PSMA3/PSMB8/PSMB9/PSMD14/PSME1/PSME2/PSME3/PTGS2/RIPK2/SERPINE2/SERPINF1/SIAH2/SLPI/SPINK13/SPINK6/TBC1D10A/TFPI/TFPI2/TIMP3/TIMP4/TNFSF10/TNFSF14/UACA/VSIR
## GO:0043434 ADM/AGT/AGTRAP/AP3S1/APPL2/C2CD5/CAMK2A/CCND3/CFLAR/COL3A1/CREB1/EDN1/EDNRA/EDNRB/EGR1/FBN1/FOXC2/FOXO1/GAB1/GJB2/GLP2R/GNAI1/GPER1/GRB10/INSIG2/IRS1/KHK/LEPROT/LEPROTL1/LPIN1/MSTN/MYO1C/NFKB1/NKX6-1/NR4A2/NR4A3/OGT/PCK1/PCK2/PCSK9/PDK4/PID1/PIK3R3/PKM/PLAT/PRKCD/PTGS2/PTPN1/PTPN11/PTPRE/RAB13/RANGAP1/SESN2/SESN3/SIK2/SLC29A2/SLC2A1/SLC39A14/STAT1/STAT4/TIMP4/TNS2/TRIB3/TRIM16/TSHR/VPS13C/YWHAG/ZFP36L1
## GO:0030203 ABCC5/ANGPT1/B3GNT2/B3GNT7/B4GALT4/BGN/BPNT2/CEMIP2/CHPF2/CHST12/CHST7/CSGALNACT1/DSEL/EDNRA/EDNRB/EXT2/GNS/HAS3/HS3ST3A1/HS6ST1/HYAL2/IL15/ITIH5/NFKB1/ST3GAL1/ST3GAL4/TNFAIP6/UGDH/UST
## GO:0006753 AADAT/ACLY/ACOT11/ACSL4/ADORA2B/ADPGK/AK3/AK4/ALDOA/AMPD3/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/CTPS1/DDIT4/DIP2A/DLAT/ELOVL3/ENO1/ENO2/ENTPD7/FLAD1/GAPDH/GPI/HDAC4/HIF1A/KARS1/KYNU/LACC1/LDHA/MCCC2/MTHFD2L/NAMPT/NEIL1/NME1/NNMT/NOS2/NUDT4/OGT/P2RX7/PAPSS2/PARK7/PDE10A/PDE4B/PDE4D/PDE5A/PDE8B/PDHB/PDK1/PDK4/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPT1/PPT2/PRKAA2/PRPSAP1/PTGIS/RAB23/RFK/RORA/SLC2A6/SULT1C4/TJP2/TPI1/TPST1/TYMP/UPP1
## GO:0009259 AADAT/ACLY/ACOT11/ACSL4/ADPGK/AK3/AK4/ALDOA/AMPD3/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/CTPS1/DDIT4/DIP2A/DLAT/ELOVL3/ENO1/ENO2/ENTPD7/GAPDH/GPI/HDAC4/HIF1A/LDHA/MCCC2/NME1/NUDT4/OGT/P2RX7/PAPSS2/PDE10A/PDE4B/PDE4D/PDE5A/PDE8B/PDHB/PDK1/PDK4/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPT1/PPT2/PRKAA2/RAB23/RFK/RORA/SLC2A6/SULT1C4/TJP2/TPI1/TPST1/UPP1
## GO:0019693 AADAT/ACLY/ACOT11/ACSL4/ADPGK/AK3/AK4/ALDOA/AMPD3/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/CTPS1/DDIT4/DIP2A/DLAT/ELOVL3/ENO1/ENO2/ENTPD7/GAPDH/GPI/HDAC4/HIF1A/LDHA/MCCC2/NME1/NUDT4/OGT/P2RX7/PAPSS2/PDE10A/PDE4B/PDE4D/PDE5A/PDE8B/PDHB/PDK1/PDK4/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPT1/PPT2/PRKAA2/PRPSAP1/RAB23/RFK/RORA/SLC2A6/SULT1C4/TJP2/TPI1/TPST1/UPP1
## GO:0050727 ABHD12/ADORA2A/ADORA2B/AGT/AKNA/ATM/BIRC3/C1QTNF3/C2CD4A/C2CD4B/C3/CCL3/CCL5/CCN3/CCN4/CCR7/CEBPB/CYLD/DDT/EDNRB/FOXF1/FURIN/FYN/GGT1/GPER1/GSTP1/HCK/HYAL2/IL15/IL16/IL23A/IL33/IL6/KARS1/LACC1/MCPH1/MMP3/NFKB1/NFKBIA/NFKBIZ/NINJ1/NOD2/NR1D1/OSMR/PARK7/PDCD4/PRKCD/PSMA1/PSMA6/PSMB4/PTGER4/PTGES/PTGIS/PTGS2/RABGEF1/RORA/SAA1/SERPINF1/SIRPA/STING1/TNFAIP3/TNFAIP6/TNFRSF1B/TNIP1/USP18/ZFP36
## GO:0071347 CCL11/CCL2/CCL20/CCL3/CCL5/CCL7/CCL8/CEBPB/CXCL8/EDN1/EGR1/GBP1/HIF1A/HYAL2/IL6/IRAK2/IRAK4/KLF2/MAPK11/NFKB1/NKX3-1/NR1D1/PCK1/PTGIS/RORA/SIRPA/ZC3H12A
## GO:0097191 AGT/BCL2A1/BCL2L1/BID/CFLAR/COL2A1/CSF2/CYLD/DBH/FADD/FAIM2/FAS/FEM1B/FGF10/FGFR3/G0S2/GPER1/GSTP1/HYAL2/ICAM1/IFI6/IL7/INHBA/ITGAV/LMNA/MLLT11/NDUFA13/P2RX7/PARK7/PDIA3/PPP2R1B/PRDX2/PSME3/SIAH2/TGFBR1/TIMP3/TNFAIP3/TNFRSF10B/TNFRSF1B/TNFSF10/TNFSF12/TRAF2/YAP1
## GO:0006022 ABCC5/ANGPT1/B3GNT2/B3GNT7/B4GALT4/BGN/BPNT2/CEMIP2/CHI3L2/CHPF2/CHST12/CHST7/CSGALNACT1/DSEL/EDNRA/EDNRB/EXT2/GNS/HAS3/HS3ST3A1/HS6ST1/HYAL2/IL15/ITIH5/NFKB1/ST3GAL1/ST3GAL4/TNFAIP6/UGDH/UST
## GO:0009150 AADAT/ACLY/ACOT11/ACSL4/ADPGK/AK3/AK4/ALDOA/AMPD3/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/DDIT4/DIP2A/DLAT/ELOVL3/ENO1/ENO2/ENTPD7/GAPDH/GPI/HDAC4/HIF1A/LDHA/MCCC2/NME1/NUDT4/OGT/P2RX7/PAPSS2/PDE10A/PDE4B/PDE4D/PDE5A/PDE8B/PDHB/PDK1/PDK4/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPT1/PPT2/PRKAA2/RAB23/RORA/SLC2A6/SULT1C4/TJP2/TPI1/TPST1
## GO:0072001 ACVR2B/ADAMTS1/ADAMTS6/AGT/AKR1B1/ANGPT1/AP1B1/BASP1/BMP2/BMP6/CFLAR/COL4A1/COL4A3/COL4A4/EDNRA/EDNRB/EGR1/FADD/FBN1/FGF10/FOXC2/FOXF1/GCNT3/GFRA1/GLI3/GLIS2/HYAL2/ID3/IQGAP1/KIRREL3/LIF/LZTS2/MEF2C/MTSS1/NKX3-1/PCSK9/PKD1/PODXL/RARA/ROBO2/SERPINF1/SIX1/SIX4/SOX4/SOX8/STAT1/SULF2/TBX18/TCF21/TGFBR1/TNS2/TRAF3IP2/TTC8/WNT2B/YAP1
## GO:0045444 ADIRF/ATF5/BMP2/BNIP3/C1QTNF3/CCN4/CEBPB/CEBPD/CMKLR1/CREB1/DDIT3/ERO1A/FABP3/FGF10/FOXO1/FRZB/GPER1/GRK5/IL11/IL6/KLF5/LAMB3/MEDAG/NR1D1/NR4A2/NR4A3/PER2/PLAC8/PSMB8/PTGS2/RGS2/RORA/SIRT2/SIX1/SOD2/SOX8/STEAP4/TMEM64/TRIB3/TTC8/WIF1/YAP1/ZC3H12A/ZFP36/ZFP36L1
## GO:0071385 AQP1/ATP5F1A/CFLAR/DDIT4/EDN1/FAM107A/GJB2/KLF9/MSTN/PCK1/PCK2/PLAT/SERPINF1/SSTR5/STC1/ZFP36/ZFP36L1
## GO:0072594 AGT/AIFM1/ANGPT1/APPL2/ATP5IF1/BAG4/BCL3/BID/CACNG4/CCT2/CCT5/CCT7/CHMP4B/CSNK2A2/DDIT3/DNAJA1/DNAJC15/FERMT1/FGF9/GLI3/GRPEL1/HPS4/HSPA4/HYAL2/IPO5/JUP/LAMP3/LAMP5/LEPROT/LMNA/LRSAM1/MAN1A1/MFF/MFN2/MMP12/NDUFA13/NFKBIA/NOLC1/NXT2/PDCD5/PEX14/PEX2/PRKCD/PTGS2/RAB23/SCARB2/SEC61B/SEC61G/SMURF1/SRP14/SRPRA/SRPRB/SSR3/SUFU/TIMM13/TIMM17A/TIMM23/TIMM8B/TNFAIP3/TOMM40/TOMM5/TRAF3IP2/TRAM2/UBL5/VPS13A/VPS13C/VPS25/VPS36/ZC3H12A/ZFAND2B
## GO:0001655 ACVR2B/ADAMTS1/ADAMTS6/AGT/AKR1B1/ANGPT1/AP1B1/BASP1/BMP2/BMP6/CFLAR/COL4A1/COL4A3/COL4A4/CRIP1/CYP7B1/EDNRA/EDNRB/EGR1/EPHB2/FADD/FBN1/FEM1B/FGF10/FOXC2/FOXF1/GCNT3/GFRA1/GLI3/GLIS2/HYAL2/ID3/IQGAP1/KIRREL3/LIF/LZTS2/MEF2C/MTSS1/NKX3-1/PCSK9/PKD1/PODXL/RARA/RARG/ROBO2/SERPINF1/SIX1/SIX4/SOX4/SOX8/STAT1/SULF2/TBX18/TCF21/TGFBR1/TNS2/TRAF3IP2/TTC8/WNT2B/YAP1
## GO:0072521 AADAT/ACLY/ACOT11/ACSL4/ADORA2B/ADPGK/AK3/AK4/ALDOA/AMPD3/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/DDIT4/DIP2A/DLAT/ELOVL3/ENO1/ENO2/ENTPD7/GAPDH/GPI/HDAC4/HIF1A/LACC1/LDHA/MACROD1/MCCC2/MTHFD2L/NME1/NOS2/NUDT4/OGT/P2RX7/PAPSS2/PDE10A/PDE4B/PDE4D/PDE5A/PDE8B/PDHB/PDK1/PDK4/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPT1/PPT2/PRKAA2/PRPSAP1/RAB23/RORA/SLC2A6/SULT1C4/TJP2/TPI1/TPST1
## GO:0009100 ALG3/ALG8/ALG9/B3GALT2/B3GNT2/B3GNT7/B4GALT1/B4GALT4/BGN/BMP2/BPNT2/C1GALT1C1/CCR7/CHPF2/CHST12/CHST7/COL2A1/CSGALNACT1/CYTL1/DOLK/DSEL/EDEM2/MMP24-AS1-EDEM2/EXT2/FOXL1/FUT11/GAL3ST2/GALNT2/GALNT8/GCNT3/GFPT2/HIF1A/HS6ST1/IL15/IL33/ITM2A/MAN1A1/MAN2B1/MGAT4A/MGAT5/MMP12/NCCRP1/NCSTN/OGA/OGT/PARK7/PHLDA1/POFUT1/POGLUT1/POMGNT1/RPN1/RPN2/SLC39A8/ST3GAL1/ST3GAL4/ST3GAL5/ST6GALNAC4/SULF2/TMEM165/TMTC3/TNIP1/UGDH/UST/XXYLT1
## GO:0070555 CCL11/CCL2/CCL20/CCL3/CCL5/CCL7/CCL8/CD38/CEBPB/CXCL8/EDN1/EGR1/GBP1/HDAC4/HIF1A/HYAL2/IL6/IRAK2/IRAK4/KLF2/LGALS9/MAPK11/NFKB1/NKX3-1/NR1D1/PCK1/PTGIS/RIPK2/RORA/SIRPA/ZC3H12A
## GO:1901654 ABHD2/AIFM1/AKR1C2/AKR1C3/AQP1/ATP5F1A/BCL2L1/CA9/CCR7/CD38/CFLAR/CLDN1/DDIT4/EDN1/F5/FIBIN/FOS/FOSB/GAS6/GJB2/GNAI1/GPI/KLF2/KLF9/MAOB/MSTN/NKX3-1/PARK7/PCK1/PCK2/PLAT/PRKAA2/PTGER4/PTGFR/SERPINF1/TBXA2R/TGFB3/YAP1
## GO:1990266 C1QBP/CCL11/CCL2/CCL20/CCL3/CCL5/CCL7/CCL8/CCR7/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/DAPK2/EDN1/IL23A/IRAK4/ITGA1/JAGN1/NOD2/PDE4B/PF4V1/SAA1/THBS4/TNFAIP6/TREM1
## GO:0046031 ADPGK/AK3/AK4/ALDOA/ARL2/DDIT4/ENO1/ENO2/GAPDH/GPI/HDAC4/HIF1A/LDHA/OGT/P2RX7/PFKL/PFKP/PGAM1/PGK1/PKM/PRKAA2/SLC2A6/TPI1
## GO:0055119 ATP1A1/ATP1A2/GSN/GSTM2/KCNJ2/PDE4B/PDE4D/PDE5A/RGS2
## GO:0071731 AIFM1/AQP1/ATP5F1A/CCR7/CFLAR/EGLN1/FOXO1/MMP3/TRAF2/TXN
## GO:0007249 ABL1/AJUBA/ANGPT1/BCL3/BIRC3/CAPN3/CCR7/CFLAR/EDN1/EDNRA/EDNRB/FADD/FKBP1A/FYN/GAPDH/GJA1/GSTP1/HSPB1/IRAK1BP1/IRAK2/IRAK4/LAMTOR5/LGALS9/LURAP1L/MAP3K14/MYO18A/NFKBIA/NFKBIB/NKIRAS2/NOD2/NR1D1/PELI1/RELB/RIPK2/RORA/SIRPA/STAT1/TFRC/TIFA/TLE1/TNFAIP3/TNFRSF10B/TNFSF10/TNIP1/TRAF2/TRAF3/TRAF3IP2/TRIM5/TRIM8/UNC5CL/ZC3H12A
## GO:0002062 BMP2/BMP6/BPNT2/CCN3/CCN4/COL2A1/COL3A1/CYTL1/EFEMP1/FGF18/FGF9/FGFR3/GLI3/MAF/MEF2C/PTPN11/RARG/RFLNA/ZNF664-RFLNA/SLC39A14/SULF2/TGFBI/TGFBR1/TSKU/WNT2B/WNT9A
## GO:0097529 AKIRIN1/C1QBP/C5/CCL11/CCL2/CCL20/CCL3/CCL5/CCL7/CCL8/CCN3/CCR7/CMKLR1/CSF1/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/DAPK2/DDT/DUSP1/EDN1/EDNRB/HRH1/IL23A/IL6/IRAK4/ITGA1/JAGN1/MIF/MSTN/NOD2/PDE4B/PF4V1/PTGER4/SAA1/SIRPA/THBS4/TNFAIP6/TREM1
## GO:1900180 ANGPT1/BYSL/CARD10/CCT2/CCT5/CCT7/DCLK1/FERMT1/FYN/GLI3/GLIS2/HYAL2/IPO5/JUP/LAMTOR5/LIF/LMNA/LZTS2/NOLC1/PARK7/PRKCD/PTGS2/RAB23/SESN2/SUFU/TFRC/TRIM8/YAP1/ZC3H12A
## GO:0060348 ATP6AP1/BGN/BMP2/BMP6/BPNT2/CCN4/COL2A1/COL3A1/CSGALNACT1/CTC1/EXT2/FBN1/FGF18/FGFR3/FLI1/FOXN3/GJA1/GLI3/INSIG2/LOX/MAPK11/MBTPS2/MCPH1/MEF2C/MYOC/PAPSS2/PTGER4/PTPN11/RAB23/RARA/RARG/RFLNA/ZNF664-RFLNA/STC1/SULF2/TGFB3/THBS3/TMEM119/TSKU/TTC9/TULP3/WASF2
## GO:0006096 ADPGK/ALDOA/ARL2/DDIT4/ENO1/ENO2/GAPDH/GPI/HDAC4/HIF1A/LDHA/OGT/P2RX7/PFKL/PFKP/PGAM1/PGK1/PKM/PRKAA2/SLC2A6/TPI1
## GO:0052547 ADORA2A/AGT/AIFM1/AQP1/ASPH/ATP2A3/BID/BIRC3/C3/C5/CD109/CFLAR/COL4A3/COL7A1/CPAMD8/CRYAB/CST6/CYCS/DHCR24/DLC1/EGLN3/F3/FADD/FAM162A/FAS/FURIN/FYN/GAPDH/GAS6/GPER1/GPI/GSN/HSPE1/IFI6/ITIH5/LAMP3/LAMTOR5/LGALS9/MTCH1/NCSTN/NDUFA13/NKX3-1/PARK7/PDCD5/PI3/PRDX3/PROS1/PSMA3/PSMB8/PSMB9/PSMD14/PSME1/PSME2/PSME3/PTGS2/RIPK2/SERPINE2/SERPINF1/SIAH2/SLPI/SPINK13/SPINK6/TBC1D10A/TFPI/TFPI2/TIMP3/TIMP4/TNFSF10/TNFSF14/UACA/VSIR
## GO:0006457 ARL2/BAG1/BAG4/CCT2/CCT5/CCT7/CRYAB/DNAJA1/DNAJB11/DNAJC1/DNAJC25/DNAJC3/DNAJC5/ERO1A/FKBP11/FKBP1A/GRPEL1/HSPA4/HSPA4L/HSPB1/HSPB6/HSPE1/NKTR/P4HB/PDCD5/PDIA3/PDIA4/PDIA5/PDRG1/PFDN2/PFDN6/PPIF/PPIL1/QSOX1/SDF2/SELENOF/SIL1/TBCA/TOR1A/TXNDC9
## GO:0030099 ATP5IF1/ATP6AP1/CCL3/CCN4/CCR7/CD109/CDIN1/CDKN2B/CEBPB/CREB1/CSF1/CSF2/CSF3/EPAS1/FADD/FAXDC2/FBN1/FES/FLI1/FOS/FSTL3/GLO1/GPR137/H4C12/H4C15/HIF1A/HOXA9/IL11/IL15/IL23A/INHA/INHBA/JAGN1/KLF13/KLF2/L3MBTL1/LIF/LOX/MEF2C/MEIS2/MT1G/NBEAL2/NFKBIA/OSTM1/PRDX3/PRMT1/PTPN11/RAB7B/RARA/RARG/RELB/SLC11A2/SLC25A5/STAT1/TCIRG1/TFRC/TMEM64/TNFAIP6/TSPAN2/WASF2/ZBTB46/ZFP36/ZFP36L1
## GO:0098798 APOO/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5MK/ATP5PD/ATP5PF/C15orf48/CHCHD3/COX5A/COX5B/COX7A2/COX7B/COX7C/DAP3/DLAT/DNAJC15/GRPEL1/HSD17B10/IDH3A/MCCC2/MICOS10/MRPL12/MRPL14/MRPL17/MRPL32/MRPL33/MRPL42/MRPS12/MRPS16/MRPS24/MRPS33/MRPS7/MTX2/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PDHB/PDK1/PPIF/SDHA/SDHC/SLC25A5/TIMM13/TIMM17A/TIMM23/TIMM8B/TOMM40/TOMM5/UQCRC1/UQCRFS1/UQCRQ/VDAC1
## GO:0098800 APOO/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5MK/ATP5PD/ATP5PF/C15orf48/CHCHD3/COX5A/COX5B/COX7A2/COX7B/COX7C/DNAJC15/GRPEL1/MICOS10/MTX2/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/SDHA/SDHC/TIMM17A/TIMM23/UQCRC1/UQCRFS1/UQCRQ
## GO:0005743 AIFM1/APOO/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5MK/ATP5PD/ATP5PF/BCL2L1/C15orf48/CHCHD3/COA3/COQ10B/COQ2/COX5A/COX5B/COX7A2/COX7B/COX7C/CPOX/CYCS/CYP24A1/CYP2E1/DAP3/DNAJC15/EFHD1/ENDOG/FPGS/GPD2/GRPEL1/HCCS/HIGD1A/IFI6/LDHB/LDHD/LETM2/MICOS10/MRPL12/MRPL14/MRPL17/MRPL32/MRPL33/MRPL42/MRPS12/MRPS16/MRPS24/MRPS33/MRPS7/MTFP1/MTHFD2L/MTX2/MYOC/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PET100/PLA2G4A/PTPMT1/PTPN1/RAB5IF/SDHA/SDHC/SFXN3/SLC25A11/SLC25A25/SLC25A30/SLC25A5/SQOR/STMP1/TIMM13/TIMM17A/TIMM23/TIMM8B/TOMM40/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0070469 C15orf48/COX5A/COX5B/COX7A2/COX7B/COX7C/CYCS/HIGD1A/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/RAB5IF/SDHA/SDHC/STMP1/UQCRC1/UQCRFS1/UQCRQ
## GO:0005746 C15orf48/COX5A/COX5B/COX7A2/COX7B/COX7C/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/RAB5IF/SDHA/SDHC/STMP1/UQCRC1/UQCRFS1/UQCRQ
## GO:0000502 HSPB1/PSMA1/PSMA2/PSMA3/PSMA4/PSMA6/PSMA7/PSMB1/PSMB10/PSMB2/PSMB3/PSMB4/PSMB5/PSMB7/PSMB8/PSMB9/PSMC4/PSMD1/PSMD11/PSMD14/PSMD2/PSMD3/PSMD9/PSME1/PSME2/PSME3/TXNL1
## GO:0098803 C15orf48/COX5A/COX5B/COX7A2/COX7B/COX7C/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/SDHA/SDHC/UQCRC1/UQCRFS1/UQCRQ
## GO:0005839 PSMA1/PSMA2/PSMA3/PSMA4/PSMA6/PSMA7/PSMB1/PSMB10/PSMB2/PSMB3/PSMB4/PSMB5/PSMB7/PSMB8/PSMB9
## GO:1905369 CFH/HSPB1/PIGU/PSMA1/PSMA2/PSMA3/PSMA4/PSMA6/PSMA7/PSMB1/PSMB10/PSMB2/PSMB3/PSMB4/PSMB5/PSMB7/PSMB8/PSMB9/PSMC4/PSMD1/PSMD11/PSMD14/PSMD2/PSMD3/PSMD9/PSME1/PSME2/PSME3/THBD/TXNL1
## GO:1990204 CYB5B/DLAT/GPD2/IDH3A/LDHA/LDHB/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/NOXA1/P4HA1/P4HB/PDHB/PDK1/SDHA/SDHC/UQCRC1/UQCRFS1/UQCRQ
## GO:0005747 NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0030964 NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0045271 NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0016469 ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5MK/ATP5PD/ATP5PF/ATP6AP1/ATP6V0B/ATP6V0C/ATP6V0E1/ATP6V1E1/ATP6V1F/ATP6V1G1/ATP6V1G2/CCDC115/RNASEK/TCIRG1
## GO:0005788 AFP/C3/CKAP4/COL15A1/COL21A1/COL22A1/COL25A1/COL2A1/COL3A1/COL4A1/COL4A2/COL4A3/COL4A4/COL5A2/COL7A1/COL8A2/COL9A2/COLGALT2/CSF1/DNAJB11/DNAJC3/EDEM2/MMP24-AS1-EDEM2/EDN1/ERLEC1/ERO1A/F5/FBN1/FKBP14/FSTL1/FSTL3/FUCA2/GAS6/HYOU1/IGFBP4/IL23A/IL6/LTBP1/MANF/MFGE8/MGAT4A/MINPP1/P4HA1/P4HA3/P4HB/PCSK9/PDIA3/PDIA4/PDIA5/POGLUT1/PTGS2/QSOX1/RCN2/RDH5/RNASET2/SELENOF/SELENOM/SIL1/TGOLN2/TMEM132A/TMEM43/TOR1A/TSPAN5/TXNDC16
## GO:1905368 CFH/F3/HSPB1/PIGU/PSMA1/PSMA2/PSMA3/PSMA4/PSMA6/PSMA7/PSMB1/PSMB10/PSMB2/PSMB3/PSMB4/PSMB5/PSMB7/PSMB8/PSMB9/PSMC4/PSMD1/PSMD11/PSMD14/PSMD2/PSMD3/PSMD9/PSME1/PSME2/PSME3/SEC11C/THBD/TXNL1
## GO:0019774 PSMB1/PSMB10/PSMB2/PSMB3/PSMB4/PSMB5/PSMB7/PSMB8/PSMB9
## GO:0031968 ACSL4/AGPAT4/AIFM2/APOO/ARMCX1/ARMCX6/ATP5MC3/BCL2A1/BCL2L1/BID/BNIP3/CHCHD3/CISD1/CISD2/CYB5B/DMPK/ENO1/FUNDC2/GK/LPIN1/LTC4S/MAOA/MAOB/MFF/MFN2/MGST1/MICOS10/MTCH1/MTX2/MYOC/PLEC/PPP1R15A/PTGS2/RAB11FIP5/RMDN3/SLC11A2/SLC44A1/SLC8A3/SPIRE1/STING1/STMP1/SYNE3/TOMM40/TOMM5/VAT1/VDAC1/VDAC2/VPS13A/VPS13C
## GO:0005741 ACSL4/AGPAT4/AIFM2/APOO/ARMCX1/ARMCX6/ATP5MC3/BCL2A1/BCL2L1/BID/BNIP3/CHCHD3/CISD1/CISD2/CYB5B/DMPK/FUNDC2/GK/LPIN1/MAOA/MAOB/MFF/MFN2/MGST1/MICOS10/MTCH1/MTX2/MYOC/PLEC/PPP1R15A/RAB11FIP5/RMDN3/SLC11A2/SLC44A1/SLC8A3/SPIRE1/STING1/STMP1/TOMM40/TOMM5/VAT1/VDAC1/VDAC2/VPS13A/VPS13C
## GO:0019867 ACSL4/AGPAT4/AIFM2/APOO/ARMCX1/ARMCX6/ATP5MC3/BCL2A1/BCL2L1/BID/BNIP3/CHCHD3/CISD1/CISD2/CYB5B/DMPK/ENO1/FUNDC2/GK/LPIN1/LTC4S/MAOA/MAOB/MFF/MFN2/MGST1/MICOS10/MTCH1/MTX2/MYOC/PLEC/PPP1R15A/PTGS2/RAB11FIP5/RMDN3/SLC11A2/SLC44A1/SLC8A3/SPIRE1/STING1/STMP1/SYNE3/TOMM40/TOMM5/VAT1/VDAC1/VDAC2/VPS13A/VPS13C
## GO:0062023 ACAN/ADAMTS1/ADAMTS15/AGT/ANGPT1/ANGPTL4/ANGPTL7/ANXA4/BCAM/BGN/CCDC80/CCN3/CILP/COL15A1/COL21A1/COL25A1/COL2A1/COL3A1/COL4A1/COL4A2/COL4A3/COL4A4/COL5A2/COL7A1/COL8A2/COL9A2/CSPG4/CTSS/EFEMP1/F3/FBN1/FBN2/FGF10/GPC4/HDGF/ICAM1/IL7/ITIH5/LAMA4/LAMB3/LAMC2/LGALS9/LOX/LOXL3/LOXL4/LTBP1/MATN2/MFAP5/MFGE8/MST1/MYOC/NID2/NTNG2/PKM/PODN/PXDN/SEMA3B/SERPINE2/SERPINF1/SLPI/SMOC1/SMOC2/SRPX2/TGFB3/TGFBI/THBS2/THBS3/THBS4/TIMP3/TNXB/VWC2/WNT2B
## GO:0140534 AUP1/DERL1/DERL2/DNAJB11/EMC3/EMC6/EMC7/EXT2/FKBP1A/HLA-A/HYOU1/INSIG2/ORMDL2/P4HA1/P4HB/PDIA3/PIGU/RPN1/RPN2/SEC11C/SEC61B/SEC61G/SPTSSA/SPTSSB/SRPRB/TAP1/TAP2/TAPBP/TRAF2/UFD1
## GO:1990351 ABHD12/AKAP6/ATP10A/ATP1A1/ATP1A2/ATP1A3/ATP1B3/ATP8A1/ATP8B1/ATP8B4/CACNB1/CACNG4/CATSPER1/CLCNKB/CLIC4/FKBP1A/FXYD1/GRIK3/KCNA1/KCNA4/KCNA6/KCND3/KCNJ2/KCNN4/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/ORAI1/OSTM1/PACC1/PDE4B/PDE4D/PEX14/PKD1/SCN4B/SCNN1A/SCNN1D/SHISA6/STXBP5/TIMM13/TIMM8B/TMEM30A/TMEM30B/UQCRC1/UQCRFS1/UQCRQ/VWC2
## GO:0005604 ADAMTS1/CCDC80/COL15A1/COL2A1/COL4A1/COL4A2/COL4A3/COL4A4/COL7A1/COL8A2/FBN1/LAMA4/LAMB3/LAMC2/NID2/NTNG2/SERPINF1/SMOC1/SMOC2/TGFBI/THBS2/THBS4/TIMP3/VWC2
## GO:0015629 ABL1/ABL2/ACTC1/AFAP1/AHNAK/ALDOA/AMPH/APBB3/ARHGAP21/ASAP1/AVIL/C10orf90/CAPG/CAPZB/CD274/CGN/CLIC4/CORIN/CORO2B/COTL1/CRYAB/CTTNBP2NL/DAAM1/DENND2A/DGKH/DLC1/DSTN/FAM107A/FCHSD1/FLOT1/FYB1/FYN/GBP1/GSN/HCK/HSPB7/IQGAP1/JUP/KALRN/KLHL2/LASP1/LSP1/MPP4/MTSS1/MYADM/MYH7B/MYL5/MYL6/MYL6B/MYO10/MYO18A/MYO1C/MYO1D/PDXP/PGM5/PKNOX2/RAPGEF3/RARA/RFLNA/ZNF664-RFLNA/RINL/SCNN1D/SEPTIN11/SEPTIN7/SIPA1L1/SLC2A1/SPTB/SPTBN5/TMEM63B/TNKS1BP1/TNNC1/TNNC2/TNNI1/TNNT2/TNNT3/UTRN/WASF2/ZNF185
## GO:0005753 ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5MK/ATP5PD/ATP5PF
## GO:0005774 ABCA3/ACP2/AHNAK/AP1B1/ATG14/ATP6V0B/ATP6V0C/ATP6V0E1/ATP6V1E1/ATP6V1F/ATP6V1G1/ATP6V1G2/ATP8A1/B4GALT1/CCDC115/CHMP1B/CHMP4B/CHMP5/CKAP4/CLTA/CMTM6/CYB561A3/CYBRD1/DNAJC5/DRAM1/FLOT1/GABARAPL1/GNAI1/GPR137/GPR137C/HPS4/LAMP3/LAMP5/LAMTOR1/LAMTOR5/LPCAT1/MAP1LC3C/MCOLN1/MFSD12/MGST1/MMD/NCSTN/NDUFC2/NEU1/OSTM1/PCSK9/PI4K2A/PLD1/PLEKHF1/RNASEK/RNF152/RPN2/RUBCNL/SCARB2/SLC11A2/SLC2A6/SLC39A14/SLC39A8/STARD3NL/STING1/TCIRG1/TFEB/THBD/TM9SF1/TMEM150C/TMEM165/TMEM30A/TPCN1/VMP1/VNN1/VPS13A
## GO:0033177 ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0B/ATP6V0C/ATP6V0E1/RNASEK/TCIRG1
## GO:0045259 ATP5F1A/ATP5F1B/ATP5F1E/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5MK/ATP5PD/ATP5PF
## GO:0033176 ATP6AP1/ATP6V0B/ATP6V0C/ATP6V0E1/ATP6V1E1/ATP6V1F/ATP6V1G1/ATP6V1G2/CCDC115/RNASEK/TCIRG1
## GO:0022624 PSMC4/PSMD1/PSMD11/PSMD14/PSMD2/PSMD3/PSMD9/PSME1/PSME2/PSME3
## GO:0031300 ACER3/APOO/AUP1/B4GALNT1/BID/BNIP3/CHCHD3/CHST12/COA3/COQ2/CSGALNACT1/CYP2E1/DERL1/DERL2/DMPK/DNAJC5/DOLK/ELOVL3/EMC3/EMC6/EMC7/ERGIC1/ESYT1/FUNDC2/FURIN/GALNT2/HLA-A/HSD11B1/IER3IP1/INSIG2/MFF/MFN2/MFNG/MICOS10/MTX2/P2RX7/PDIA3/PET100/PEX2/PIGU/POMGNT1/QSOX1/RAB27B/RFNG/RNF152/RNF180/SFXN3/SLC35A1/SLC35B1/SPIRE1/STING1/SUN1/TAP1/TAP2/TAPBP/TIMM17A/TIMM23/TMEM33/TMEM43/TOMM40/TPST1/TRABD2B/TRAM2/VOPP1/XXYLT1
## GO:1904813 ACLY/ALDOA/AMPD3/ATG7/COMMD3/COTL1/CTSS/FTH1/GNS/GPI/GSN/GSTP1/JUP/MIF/PFKL/PGAM1/PKM/PLEKHO2/PSMA2/PSMB1/PSMB7/PSMD11/PSMD14/PSMD2/PSMD3/SRP14/TNFAIP6
## GO:0045121 ABCA1/AHNAK/AKAP6/ANGPT1/ATP1A1/ATP1A2/ATP2B4/ATP5F1A/BIRC3/CD55/CFLAR/DLC1/EDNRB/ENO2/EPHB1/FADD/FAIM2/FAS/FLOT1/FURIN/FXYD1/FYN/GJA1/HCK/HYAL2/ICAM1/IRS1/ITGA1/LAMTOR1/LAMTOR5/LDHB/LRP8/MYADM/MYO1C/OLR1/ORAI1/PARK7/PDZK1/PGK1/PI4K2A/PODXL/PPP2R1B/PPT1/PTGIS/PTGS2/RAP2B/SLC25A5/SLC2A1/SMPD2/TFPI/TGFBR1/TNFRSF1B/TRAF2/VDAC1
## GO:0005759 AADAT/ACO2/ACOT11/AK3/AK4/ALDH1B1/ALDH2/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/BCL2L1/C1QBP/CA5B/DAP3/DECR1/DHX30/DLAT/DNAJC15/ECHS1/FASTKD5/FLAD1/FPGS/GFM2/GLS/GRPEL1/GSTZ1/HSD17B10/HSPE1/IDH3A/ISCA1/KARS1/MCCC2/MDH2/MRPL12/MRPL14/MRPL17/MRPL32/MRPL33/MRPL42/MRPS12/MRPS16/MRPS24/MRPS33/MRPS7/MTHFD2L/MTHFS/NDUFA7/NDUFAB1/NDUFB8/NDUFS1/NDUFS8/PARK7/PC/PCK2/PDHB/PDK1/PDK4/PDP1/PPIF/PPM1K/PPTC7/PRDX3/PTPN1/SDHAF2/SIRT3/SLC25A5/SOD2/TUFM/UQCC2/VDAC1/VDAC2
## GO:0098857 ABCA1/AHNAK/AKAP6/ANGPT1/ATP1A1/ATP1A2/ATP2B4/ATP5F1A/BIRC3/CD55/CFLAR/DLC1/EDNRB/ENO2/EPHB1/FADD/FAIM2/FAS/FLOT1/FURIN/FXYD1/FYN/GJA1/HCK/HYAL2/ICAM1/IRS1/ITGA1/LAMTOR1/LAMTOR5/LDHB/LRP8/MYADM/MYO1C/OLR1/ORAI1/PARK7/PDZK1/PGK1/PI4K2A/PODXL/PPP2R1B/PPT1/PTGIS/PTGS2/RAP2B/SLC25A5/SLC2A1/SMPD2/TFPI/TGFBR1/TNFRSF1B/TRAF2/VDAC1
## GO:0015399 ABCA1/ABCA3/ABCC5/ATP1A1/ATP1A2/ATP1A3/ATP2A2/ATP2A3/ATP2B4/ATP5F1B/ATP6V0C/ATP6V0E1/ATP6V1E1/ATP6V1F/ATP6V1G1/ATP6V1G2/ATP7B/ATP8A1/COX5A/COX5B/COX7B/CYB561A3/CYBRD1/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/TAP1/TAP2/TAPBP/UQCRC1/UQCRFS1
## GO:0016655 AIFM2/AKR1C1/AKR1C2/AKR1C3/CBR1/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0003954 AIFM1/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0008137 NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0015453 COX5A/COX5B/COX7B/CYB561A3/CYBRD1/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/UQCRC1/UQCRFS1
## GO:0050136 NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0003955 NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0009055 AIFM2/AKR1B1/ALDH2/AOC2/ASPH/COX5A/COX5B/COX7A2/COX7B/CYCS/MAOB/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/SDHA/SDHC/STEAP4/UQCRC1/UQCRFS1
## GO:0016651 AIFM1/AIFM2/AKR1C1/AKR1C2/AKR1C3/CBR1/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2
## GO:0004298 PSMA4/PSMB1/PSMB10/PSMB2/PSMB3/PSMB4/PSMB5/PSMB7/PSMB8/PSMB9
## GO:0022804 ABCA1/ABCA3/ABCC5/ATP1A1/ATP1A2/ATP1A3/ATP2A2/ATP2A3/ATP2B4/ATP5F1B/ATP6V0C/ATP6V0E1/ATP6V1E1/ATP6V1F/ATP6V1G1/ATP6V1G2/ATP7B/ATP8A1/COX5A/COX5B/COX7B/CYB561A3/CYBRD1/MFSD12/MFSD2A/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/SLC11A2/SLC12A2/SLC16A2/SLC16A3/SLC1A4/SLC24A3/SLC25A11/SLC25A30/SLC25A5/SLC35A1/SLC35D1/SLC36A4/SLC38A1/SLC38A2/SLC38A4/SLC39A14/SLC39A8/SLC6A6/SLC8A3/SLC9A9/TAP1/TAP2/TAPBP/UQCRC1/UQCRFS1
## GO:0005125 BMP1/BMP2/BMP6/C5/CCL11/CCL2/CCL20/CCL28/CCL3/CCL5/CCL7/CCL8/CLCF1/CSF1/CSF2/CSF3/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/EDN1/GDF7/GPI/IL11/IL15/IL16/IL23A/IL33/IL6/IL7/INHA/INHBA/LIF/MIF/MSTN/NAMPT/PF4V1/TGFB3/TNFRSF11B/TNFSF10/TNFSF12/TNFSF14/WNT2B/WNT9A
## GO:0008009 C5/CCL11/CCL2/CCL20/CCL28/CCL3/CCL5/CCL7/CCL8/CXCL1/CXCL10/CXCL2/CXCL3/CXCL5/CXCL6/CXCL8/PF4V1
## GO:0005201 ACAN/BGN/CILP/COL15A1/COL21A1/COL22A1/COL25A1/COL2A1/COL3A1/COL4A1/COL4A2/COL4A3/COL4A4/COL5A2/COL7A1/COL8A2/COL9A2/EFEMP1/FBN1/FBN2/LAMA4/LAMB3/LAMC2/LTBP1/MARCOL/MATN2/MFAP5/MFGE8/NID2/PODN/PXDN/SRPX2/TFPI2/TGFBI/THBS2/THBS3/TNXB
## GO:0008201 ADAMTS1/ADAMTS15/CCDC80/CCL7/CCL8/CCN3/CCN4/CCN6/CFH/COL25A1/CXCL10/CXCL6/CXCL8/FBN1/FGF10/FGF7/FGF9/FGFBP1/FSTL1/GPNMB/HDGF/LAMC2/MSTN/NRP2/PDCD5/PF4V1/RSPO2/RSPO3/SAA1/SERPINE2/SMOC1/SMOC2/THBS2/THBS3/THBS4/TNXB
## GO:0070003 GGT1/PSMA4/PSMB1/PSMB10/PSMB2/PSMB3/PSMB4/PSMB5/PSMB7/PSMB8/PSMB9
## Count
## GO:0006091 109
## GO:0045333 66
## GO:0046034 73
## GO:0015980 79
## GO:0009060 56
## GO:0006119 45
## GO:0022904 38
## GO:0019646 32
## GO:0042773 33
## GO:0042775 33
## GO:0032496 72
## GO:0022900 46
## GO:0006120 23
## GO:0002237 73
## GO:0030198 66
## GO:0043062 66
## GO:0045229 66
## GO:0051223 90
## GO:0071222 49
## GO:0006090 31
## GO:0071453 41
## GO:0071219 50
## GO:1903510 27
## GO:0033108 28
## GO:2001233 69
## GO:1901652 84
## GO:0061448 53
## GO:0071216 52
## GO:1904951 59
## GO:0070482 61
## GO:0097193 57
## GO:0062197 62
## GO:0033157 47
## GO:0006979 75
## GO:0071621 32
## GO:0071384 20
## GO:1901653 65
## GO:0030595 48
## GO:0051216 42
## GO:0071456 34
## GO:0036294 35
## GO:1903829 75
## GO:0070997 63
## GO:0051222 55
## GO:0001666 54
## GO:0071496 57
## GO:2001236 35
## GO:0032386 60
## GO:0097530 35
## GO:0010257 19
## GO:0032981 19
## GO:0010506 60
## GO:0036293 55
## GO:0009117 79
## GO:0060326 57
## GO:0003018 50
## GO:0030593 27
## GO:0071375 54
## GO:0006163 67
## GO:0052548 71
## GO:0043434 68
## GO:0030203 29
## GO:0006753 79
## GO:0009259 65
## GO:0019693 66
## GO:0050727 66
## GO:0071347 27
## GO:0097191 43
## GO:0006022 30
## GO:0009150 62
## GO:0072001 55
## GO:0045444 45
## GO:0071385 17
## GO:0072594 70
## GO:0001655 60
## GO:0072521 68
## GO:0009100 64
## GO:0070555 31
## GO:1901654 38
## GO:1990266 29
## GO:0046031 23
## GO:0055119 9
## GO:0071731 10
## GO:0007249 51
## GO:0002062 26
## GO:0097529 43
## GO:1900180 29
## GO:0060348 42
## GO:0006096 21
## GO:0052547 71
## GO:0006457 40
## GO:0030099 63
## GO:0098798 76
## GO:0098800 51
## GO:0005743 101
## GO:0070469 37
## GO:0005746 35
## GO:0000502 27
## GO:0098803 33
## GO:0005839 15
## GO:1905369 30
## GO:1990204 38
## GO:0005747 22
## GO:0030964 22
## GO:0045271 22
## GO:0016469 21
## GO:0005788 64
## GO:1905368 32
## GO:0019774 9
## GO:0031968 49
## GO:0005741 45
## GO:0019867 49
## GO:0062023 72
## GO:0140534 30
## GO:1990351 66
## GO:0005604 24
## GO:0015629 78
## GO:0005753 10
## GO:0005774 71
## GO:0033177 11
## GO:0045259 10
## GO:0033176 11
## GO:0022624 10
## GO:0031300 65
## GO:1904813 27
## GO:0045121 54
## GO:0005759 72
## GO:0098857 54
## GO:0015399 49
## GO:0016655 26
## GO:0003954 22
## GO:0008137 21
## GO:0015453 28
## GO:0050136 21
## GO:0003955 21
## GO:0009055 37
## GO:0016651 27
## GO:0004298 10
## GO:0022804 71
## GO:0005125 47
## GO:0008009 17
## GO:0005201 37
## GO:0008201 36
## GO:0070003 11head(summary(ego))## Warning in summary(ego): summary method to convert the object to data.frame is
## deprecated, please use as.data.frame instead.## ONTOLOGY ID
## GO:0006091 BP GO:0006091
## GO:0045333 BP GO:0045333
## GO:0046034 BP GO:0046034
## GO:0015980 BP GO:0015980
## GO:0009060 BP GO:0009060
## GO:0006119 BP GO:0006119
## Description GeneRatio
## GO:0006091 generation of precursor metabolites and energy 109/1766
## GO:0045333 cellular respiration 66/1766
## GO:0046034 ATP metabolic process 73/1766
## GO:0015980 energy derivation by oxidation of organic compounds 79/1766
## GO:0009060 aerobic respiration 56/1766
## GO:0006119 oxidative phosphorylation 45/1766
## BgRatio pvalue p.adjust qvalue
## GO:0006091 494/18800 1.110485e-17 6.549638e-14 5.234474e-14
## GO:0045333 231/18800 6.029119e-17 1.432439e-13 1.144806e-13
## GO:0046034 273/18800 7.286059e-17 1.432439e-13 1.144806e-13
## GO:0015980 321/18800 6.675019e-16 9.842316e-13 7.865983e-13
## GO:0009060 187/18800 1.444574e-15 1.704020e-12 1.361853e-12
## GO:0006119 139/18800 3.839240e-14 3.773973e-11 3.016161e-11
## geneID
## GO:0006091 ACO1/ACO2/ADPGK/AIFM2/AK4/AKR1B1/ALDH2/ALDOA/AOC2/ARL2/ASPH/ATP5F1A/ATP5F1B/ATP5F1E/ATP5IF1/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/BNIP3/CISD1/COQ10B/COX17/COX5A/COX5B/COX7A2/COX7C/CYCS/DDIT4/DLAT/DNAJC15/DYRK2/ENO1/ENO2/GAPDH/GFPT2/GPD2/GPI/GYS1/HDAC4/HIF1A/IDH3A/IRS1/KHK/LDHA/MAOB/MDH1/MDH2/MRAP2/MYBBP1A/NDUFA1/NDUFA13/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/NOS2/NR1D1/NR4A3/OGT/P2RX7/PARK7/PDHB/PDIA5/PER2/PFKL/PFKP/PGAM1/PGK1/PHKA2/PHKG2/PID1/PKM/PLEC/PPIF/PRKAA2/RUBCNL/SDHA/SDHAF2/SDHC/SIRT3/SLC25A25/SLC2A6/SOD2/STEAP4/TALDO1/TPI1/UGP2/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0045333 ACO1/ACO2/AIFM2/AK4/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/BNIP3/CISD1/COQ10B/COX5A/COX5B/COX7A2/COX7C/CYCS/DLAT/DNAJC15/GPD2/HIF1A/IDH3A/MDH1/MDH2/MYBBP1A/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/NOS2/NR4A3/PARK7/PDHB/PLEC/PPIF/SDHA/SDHAF2/SDHC/SIRT3/SLC25A25/SOD2/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0046034 ADPGK/AK4/ALDOA/ARL2/ATP1A2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5IF1/ATP5MC1/ATP5MC3/ATP5MF/ATP5MG/ATP5PD/ATP5PF/ATP6V0C/BID/COX5A/COX5B/COX7A2/COX7C/CYCS/DDIT4/DNAJC15/ENO1/ENO2/GAPDH/GPI/HDAC4/HIF1A/LDHA/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/OGT/P2RX7/PARK7/PFKL/PFKP/PGAM1/PGK1/PID1/PKM/PPIF/PRKAA2/SDHA/SDHAF2/SDHC/SLC25A25/SLC2A6/TPI1/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0015980 ACO1/ACO2/AIFM2/AK4/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/BNIP3/CISD1/COQ10B/COX5A/COX5B/COX7A2/COX7C/CYCS/DLAT/DNAJC15/DYRK2/GFPT2/GPD2/GYS1/HIF1A/IDH3A/IRS1/KHK/MDH1/MDH2/MRAP2/MYBBP1A/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/NOS2/NR1D1/NR4A3/PARK7/PDHB/PER2/PHKA2/PHKG2/PID1/PLEC/PPIF/RUBCNL/SDHA/SDHAF2/SDHC/SIRT3/SLC25A25/SOD2/UGP2/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0009060 ACO1/ACO2/AK4/ARL2/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/BNIP3/COX5A/COX5B/COX7A2/COX7C/CYCS/DLAT/DNAJC15/HIF1A/IDH3A/MDH1/MDH2/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/PDHB/PPIF/SDHA/SDHAF2/SDHC/SIRT3/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## GO:0006119 AK4/ATP5F1A/ATP5F1B/ATP5F1E/ATP5MF/ATP5MG/ATP5PD/ATP5PF/BID/COX5A/COX5B/COX7A2/COX7C/CYCS/DNAJC15/NDUFA1/NDUFA2/NDUFA3/NDUFA4/NDUFA7/NDUFA8/NDUFAB1/NDUFB1/NDUFB2/NDUFB3/NDUFB4/NDUFB5/NDUFB6/NDUFB8/NDUFC1/NDUFC2/NDUFS1/NDUFS5/NDUFS6/NDUFS8/NDUFV2/PARK7/PPIF/SDHA/SDHAF2/SDHC/UQCC2/UQCRC1/UQCRFS1/UQCRQ
## Count
## GO:0006091 109
## GO:0045333 66
## GO:0046034 73
## GO:0015980 79
## GO:0009060 56
## GO:0006119 45dotplot(ego,x="GeneRatio",showCategory=20,font.size=6)
dotplot(ego3,x="GeneRatio",showCategory=20,font.size=6)
Category Plot
subset <- ego[ego$Count>=5, asis=T]
cnetplot(ego, foldChange=geneList)## Scale for size is already present.
## Adding another scale for size, which will replace the existing scale.## Warning: ggrepel: 1 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
Enrichment plots
I will show you can example of a pathway enriched in our lung samples, and a pathway that is enriched in Control (i.e negative NES score)
filtered_pathway <- subset(fgsea, NES > 2.3)
filt_p <- as.vector(filtered_pathway$pathway)
for (i in filt_p){
plt <- plotEnrichment(pathway = pathway[[i]],
gseaParam = 1, ticksSize = 0.5, stats= rank) +
labs(title=i) + theme(plot.title = element_text(hjust = 0.5, face="bold"))
print(plt)
}
heatmap genes in GOBP NEUTROPHIL … (Trail Trail)
go_bp_neutrophil_genes = subset(fgsea, fgsea$pathway=="GOBP_NEUTROPHIL_CHEMOTAXIS")
go_bp_neutrophil_genes = unlist(go_bp_neutrophil_genes$leadingEdge)
subset <- rld[go_bp_neutrophil_genes, 7:12]
# scale and center the values
mat <- as.matrix(scale(t(subset), center = T))
# basic plot to check we're plotting something sensible
#pheatmap(t(mat))
# spruce it up a bit..
ann <- data.frame(Condition = c(rep("Healthy_control", 3), rep("Healthy_cytokine", 3)))
rownames(ann) <- rownames(mat)
col <- c("blue", "forestgreen")
names(col) <- c("Healthy_control", "Healthy_cytokine")
ann_col <- list(Condition = col)
pheatmap(t(mat),
show_rownames = TRUE,
annotation_col = ann,
annotation_colors = ann_col,
main = "GOBP_NEUTROPHIL_CHEMOTAXIS",
labels_row = rownames(subset), # figure out remove row labels
fontsize_row = 6,
color = hcl.colors(100, "PRGn",rev=F))
Trial Trial
go_bp_neutrophil_migration = subset(fgsea, fgsea$pathway=="GOBP_NEUTROPHIL_MIGRATION")
go_bp_neutrophil_migration = unlist(go_bp_neutrophil_migration$leadingEdge)
subset <- rld[go_bp_neutrophil_migration, 7:12]
# scale and center the values
mat <- as.matrix(scale(t(subset), center = T))
# basic plot to check we're plotting something sensible
#pheatmap(t(mat))
# spruce it up a bit..
ann <- data.frame(Condition = c(rep("Healthy_control", 3), rep("Healthy_cytokine", 3)))
rownames(ann) <- rownames(mat)
col <- c("blue", "forestgreen")
names(col) <- c("Healthy_control", "Healthy_cytokine")
ann_col <- list(Condition = col)
pheatmap(t(mat),
show_rownames = TRUE,
annotation_col = ann,
annotation_colors = ann_col,
main = "GOBP_NEUTROPHIL_MIGRATION",
labels_row = rownames(subset), # figure out remove row labels
fontsize_row = 6,
color = hcl.colors(100, "PRGn",rev=F))
KEGG Pathway
# read in gmt file
pathway_kegg <- gmtPathways("/Users/aungphyo/Downloads/c2.cp.kegg.v2023.1.Hs.symbols.gmt.txt")
head(pathway, 1)## $GOBP_MITOCHONDRIAL_GENOME_MAINTENANCE
## [1] "AKT3" "PPARGC1A" "POLG2" "PARP1" "DNA2" "TYMP"
## [7] "FLCN" "PRIMPOL" "ENDOG" "STOX1" "SLC25A4" "LIG3"
## [13] "MEF2A" "MPV17" "OPA1" "RRM2B" "POLG" "SLC25A36"
## [19] "TWNK" "RRM1" "METTL4" "SSBP1" "TOP3A" "TP53"
## [25] "TEFM" "PIF1" "SESN2" "SLC25A33" "DNAJA3" "MGME1"
## [31] "LONP1"## convert result object to dataframe
res <- as.data.frame(res1)
res$hgnc_symbol <- rownames(res)
# compute summary stat
fgsea_rank <- res %>%
dplyr::select(hgnc_symbol, log2FoldChange) %>%
na.omit() %>%
distinct() %>%
group_by(hgnc_symbol) %>%
summarize(log2foldchange=mean(log2FoldChange))
fgsea_rank## # A tibble: 16,478 × 2
## hgnc_symbol log2foldchange
## <chr> <dbl>
## 1 "" -0.0811
## 2 "A1BG" 0.178
## 3 "A1CF" 0.807
## 4 "A2M" 0.690
## 5 "A2ML1" -0.669
## 6 "A2MP1" 0.232
## 7 "A4GALT" 0.921
## 8 "A4GNT" -0.651
## 9 "AAAS" -0.282
## 10 "AACS" 0.124
## # ℹ 16,468 more rowscreate named list
rank <- deframe(fgsea_rank)
head(rank, 20)## A1BG A1CF A2M A2ML1 A2MP1
## -0.08106658 0.17779131 0.80699938 0.69022080 -0.66934621 0.23223054
## A4GALT A4GNT AAAS AACS AADAT AAGAB
## 0.92105758 -0.65100877 -0.28201115 0.12395885 -0.68486107 0.36251058
## AAK1 AAMDC AAMP AANAT AAR2 AARD
## 0.06013558 -0.29388262 0.10425325 0.16858497 0.05793644 0.77611830
## AARS1 AARS2
## -0.66925235 0.04273303# run fgsea
fgsea <- fgsea(pathways=pathway_kegg, stats=rank, nperm=1000)
fgseaResTidy <- fgsea %>%
as_tibble() %>%
arrange(desc(NES))
# Show in a nice table:
fgseaResTidy %>%
dplyr::select(-leadingEdge, -ES, -nMoreExtreme) %>%
arrange(padj) %>%
DT::datatable()Cluster Profiler of KEGG Analysis
df <- as.data.frame(res1)
df$hgnc_symbol <- rownames(df)
info <- getBM(attributes=c("hgnc_symbol",
"entrezgene_id"),
filters = c("hgnc_symbol"),
values = df$hgnc_symbol,
mart = mart,
useCache=FALSE)
tmp <- merge(df, info, by="hgnc_symbol")
# subset the dataframe to include only stat sig genes
tmp <- tmp[tmp$padj < 0.01,]OrgDb <- org.Hs.eg.db
geneList <- as.vector(tmp$log2FoldChange)
names(geneList) <- as.character(tmp$entrezgene_id)
gene <- na.omit(as.character(tmp$entrezgene_id))
gene_list<-sort(geneList,decreasing = TRUE)
gene_list## 6372 6374 3576 84419 3569 105378220 2921
## 11.3322852 10.5889919 10.3238743 10.0963987 9.3848862 9.3296122 8.7271651
## 1440 1437 4321 5617 388125 2919 4314
## 8.6261102 8.5513923 8.5204213 8.4051571 8.1954232 8.1130549 8.0982838
## 1591 404203 6781 3627 2920 83953 6364
## 8.0938212 7.8361456 7.7369169 7.4591768 7.0021936 6.8709266 6.7990105
## 4843 3934 3290 6750 440822 6355 169044
## 6.5621121 6.5347256 6.4864122 6.4816071 6.4510365 6.3897545 6.3246536
## 100288077 1910 54210 116372 84870 597 5266
## 6.2733515 6.0941413 6.0528831 6.0368572 5.9920158 5.9566646 5.9114700
## 6356 56265 4312 4319 25884 2706 6348
## 5.9100328 5.8557603 5.7857088 5.7080011 5.5273737 5.5165452 5.4679687
## 5197 4495 6943 5105 3055 5743 1999
## 5.3995657 5.3445528 5.2017422 5.1978269 5.1810093 5.1177493 5.0960788
## 6347 2675 6547 54972 7130 7980 6289
## 4.9730456 4.9084552 4.8464846 4.7225141 4.6939459 4.5768761 4.4773059
## 8740 6354 768 3589 80319 91584 153218
## 4.4741446 4.4142540 4.3353112 4.2729790 4.2532467 4.2518811 4.2257611
## 3294 6648 629 718 1520 3242 338440
## 4.2157939 4.1482264 4.1244039 4.0437587 3.9508458 3.8602813 3.8022648
## 9283 50486 10846 90632 64116 145741 221687
## 3.7939711 3.7848556 3.7524333 3.7524333 3.6903125 3.6454723 3.6012639
## 627 9982 3641 64093 6330 10158 91768
## 3.5963535 3.5653122 3.5466855 3.4989874 3.4928756 3.4925996 3.4476461
## 8013 8875 2153 100132565 80149 3081 5142
## 3.4450963 3.4429196 3.4386832 3.4325161 3.4230267 3.3982491 3.3962489
## 1645 5452 6751 6352 90226 1286 2255
## 3.3361373 3.3191197 3.2816402 3.2630191 3.2594467 3.2445398 3.2301619
## 9023 6542 650 6288 90865 55350 54360
## 3.2089920 3.2058949 3.1883131 3.1575477 3.1551867 3.1330152 3.1188584
## 9308 57795 5742 3976 5997 3038 2643
## 3.0980438 3.0894214 3.0579256 3.0468740 3.0372230 3.0202993 3.0139610
## 259307 9568 9630 3759 114897 11197 64127
## 2.9796812 2.9772037 2.9525460 2.9341891 2.9238018 2.9231634 2.9090356
## 51561 8876 51655 150094 <NA> 29774 7128
## 2.8620031 2.8579235 2.8536342 2.8504449 2.8436717 2.8436717 2.8337891
## 2537 11259 8870 8942 4494 174 135
## 2.8219624 2.8123461 2.7949213 2.7924299 2.7899958 2.7827315 2.7820393
## 3604 79895 10371 5069 8743 5874 1646
## 2.7753089 2.7710264 2.7636747 2.7631249 2.7406373 2.7301275 2.7124329
## 83401 112399 27076 6096 387758 231 283208
## 2.6639096 2.6622240 2.6557425 2.6511791 2.6425428 2.6422161 2.6081720
## 84665 4929 9340 10135 9076 1827 10964
## 2.6031330 2.5918390 2.5756615 2.5544253 2.5541127 2.5388659 2.5291294
## 58538 27286 5166 27147 4502 9536 7133
## 2.5251623 2.5198552 2.5172166 2.5097798 2.5093024 2.5029954 2.5028246
## 5144 2201 7127 64332 79772 375567 3965
## 2.5000655 2.4903381 2.4875910 2.4811601 2.4748258 2.4737595 2.4687556
## 92737 19 1435 1294 164781 3575 4501
## 2.4609747 2.4517134 2.4433189 2.4324068 2.4251400 2.4116020 2.4073919
## 102725072 220441 7482 <NA> 952 2239 <NA>
## 2.3977998 2.3710273 2.3567491 2.3391900 2.3317742 2.3073166 2.3059965
## 2152 23516 132332 54674 5270 5734 1604
## 2.3045770 2.2900139 2.2876031 2.2781503 2.2769559 2.2725327 2.2718304
## 84251 4792 1285 342897 11320 5352 3383
## 2.2683166 2.2660813 2.2469415 2.2384750 2.2245281 2.2014496 2.2008800
## 29126 29992 273 84935 3656 55022 55790
## 2.1940845 2.1895386 2.1864907 2.1861504 2.1699845 2.1573938 2.1408918
## 6659 654 8638 3914 5327 10100 26018
## 2.1332042 2.1279853 2.1272125 2.1255749 2.1241631 2.1219058 2.1135703
## 7037 1117 7045 22795 771 7803 116843
## 2.1119885 2.1093205 2.1023253 2.1003911 2.0947372 2.0912521 2.0621979
## 4121 80704 3600 11174 5971 637 3918
## 2.0564523 2.0504095 2.0419582 2.0368682 2.0367339 2.0314521 2.0294376
## 2256 4129 80036 81788 2118 7043 56649
## 2.0244185 2.0241586 2.0196353 2.0189946 2.0156333 2.0132452 2.0029384
## 27233 152007 79853 80380 79056 26872 2791
## 1.9948259 1.9855690 1.9775407 1.9659428 1.9510382 1.9436903 1.9404240
## 387763 330 4791 4128 6303 56243 55332
## 1.9390971 1.9367922 1.9317821 1.9087179 1.9038197 1.9036220 1.8990243
## 3574 65108 9890 22822 83648 6590 23308
## 1.8939961 1.8868972 1.8821501 1.8791618 1.8736684 1.8612835 1.8492005
## 102723996 5210 3855 57419 8622 56548 2710
## 1.8492005 1.8475002 1.8438879 1.8389378 1.8148164 1.8033722 1.7939779
## 5321 4891 8362 554313 51537 4973 284
## 1.7864193 1.7860286 1.7851150 1.7851150 1.7843375 1.7837884 1.7831801
## 7035 1906 374286 4493 3624 90293 1909
## 1.7776906 1.7690311 1.7659786 1.7614686 1.7579487 1.7557427 1.7541886
## 1030 83641 8644 3487 57132 687 9420
## 1.7526451 1.7440519 1.7397855 1.7373912 1.7369081 1.7290918 1.7203860
## 100507421 8828 2034 4052 3601 9759 100093631
## 1.7182424 1.7107623 1.6964069 1.6935622 1.6922588 1.6853861 1.6754818
## 4824 2678 1282 8869 3887 2202 65249
## 1.6681137 1.6675961 1.6667105 1.6631794 1.6592847 1.6531009 1.6497228
## 84951 2294 51129 <NA> 27242 388630 723790
## 1.6457923 1.6355201 1.6280404 1.6149582 1.6140605 1.6116720 1.6102223
## <NA> 171546 9123 1236 8838 55959 340152
## 1.6045521 1.5984626 1.5945833 1.5944411 1.5848266 1.5825527 1.5795901
## 9201 5768 734 6513 25987 9589 133
## 1.5753268 1.5623333 1.5594443 1.5552638 1.5457205 1.5421650 1.5342329
## 197021 9510 84879 7804 54498 9052 57561
## 1.5336724 1.5315296 1.5275744 1.5208158 1.5087733 1.5026325 1.5020191
## 390 3910 10090 48 1281 5737 3728
## 1.4961536 1.4913986 1.4895352 1.4863075 1.4860208 1.4840433 1.4830187
## 3939 23710 6533 80824 387914 4045 85027
## 1.4723738 1.4708070 1.4705807 1.4650469 1.4604790 1.4595127 1.4579300
## 10200 2863 2252 23286 6558 10105 8767
## 1.4528814 1.4506354 1.4362804 1.4339592 1.4327173 1.4324646 1.4314555
## 23704 441024 5163 63027 4163 4982 56947
## 1.4283351 1.4281651 1.4221341 1.4134843 1.4130581 1.4125795 1.4075133
## 8349 4729 2621 4837 3732 4282 79899
## 1.4058427 1.3903504 1.3877515 1.3846137 1.3798036 1.3760380 1.3756593
## 11228 388722 118611 94240 220164 5214 1846
## 1.3692588 1.3675697 1.3395798 1.3384025 1.3346404 1.3320601 1.3281052
## 5230 3075 26064 1284 2182 10560 7274
## 1.3280071 1.3269416 1.3223201 1.3193615 1.3175591 1.3132643 1.3127520
## 64108 6482 2048 3667 55351 7167 220108
## 1.3062249 1.3040376 1.2929104 1.2854164 1.2834862 1.2743507 1.2698969
## 57724 92126 2495 1843 23002 83478 10409
## 1.2647247 1.2623618 1.2604675 1.2495288 1.2449698 1.2449071 1.2412186
## 10318 664 144811 8503 11200 6775 55274
## 1.2291271 1.2265814 1.2155913 1.2154699 1.2129297 1.2102059 1.2091983
## 92610 25 83938 1890 54873 10758 272
## 1.2072612 1.2042242 1.2034635 1.1912914 1.1892279 1.1881517 1.1878053
## 23670 387522 8793 2869 26091 135112 23764
## 1.1862295 1.1856482 1.1848819 1.1790204 1.1779415 1.1723648 1.1669461
## 5687 149840 9180 116238 255738 1903 8844
## 1.1626076 1.1570879 1.1542988 1.1540234 1.1532698 1.1479246 1.1444740
## 63876 80790 1847 28962 6772 2590 5445
## 1.1433133 1.1382891 1.1355747 1.1307295 1.1193473 1.1161493 1.1153853
## 55640 5337 3801 5721 <NA> 2597 23531
## 1.1137732 1.0912916 1.0904274 1.0903880 1.0870239 1.0862643 1.0810351
## 2633 57552 57718 5563 58472 4794 110599564
## 1.0791153 1.0749112 1.0741555 1.0707376 1.0688687 1.0686707 1.0667709
## 3006 2026 153830 5223 2745 64859 169200
## 1.0650791 1.0616831 1.0575984 1.0558748 1.0499428 1.0449780 1.0416538
## 2619 60370 5805 84623 3091 8553 9945
## 1.0413061 1.0395105 1.0368838 1.0346820 1.0337769 1.0337596 1.0322228
## 57026 602 219 54205 9141 5091 6095
## 1.0270230 1.0227577 1.0191876 1.0141319 1.0131400 1.0121211 1.0091311
## 4257 90362 55848 55858 60312 7378 91614
## 1.0034637 1.0029912 1.0001550 0.9980961 0.9972798 0.9956975 0.9890222
## 10962 5828 54495 57591 1051 9394 1503
## 0.9871953 0.9865572 0.9861347 0.9846302 0.9829811 0.9777741 0.9771920
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## 0.9727527 0.9725197 0.9693096 0.9666586 0.9664371 0.9622668 0.9621481
## 90874 7050 2821 51099 6617 649 716
## 0.9618497 0.9611807 0.9599547 0.9583135 0.9582737 0.9558181 0.9557047
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## 0.9444318 0.9433509 0.9405312 0.9383455 0.9371124 0.9337726 0.9319708
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## 5604 6884 5128 2997 23604 573 3672
## 0.9199369 0.9162246 0.9107998 0.9074359 0.9062478 0.9057783 0.9008954
## 10626 898 54502 9955 153769 374882 <NA>
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## 2697 345757 2770 55248 2534 6567 23529
## 0.8957626 0.8912067 0.8899164 0.8894040 0.8874222 0.8872760 0.8840192
## 2717 29103 896 3105 586 8407 30001
## 0.8808455 0.8799451 0.8789563 0.8785815 0.8763523 0.8758880 0.8754573
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## 23136 444 25945 1263 85464 80723 8463
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## 653308 58476 493856 6888 84300 120103 57222
## 0.7683068 0.7665214 0.7630854 0.7622574 0.7618316 0.7617046 0.7593177
## 10272 3052 4047 79888 8795 266812 8848
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## 64928 23480 4709 5699 4790 8702 5351
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## 57537 9562 355 2200 10588 2737 1347
## 0.7441715 0.7438667 0.7433445 0.7427118 0.7411545 0.7399527 0.7388643
## 4814 4651 83930 5393 5905 8692 3482
## 0.7376198 0.7339882 0.7319183 0.7272847 0.7255195 0.7251378 0.7227101
## 518 50640 2820 7295 11057 1845 80142
## 0.7207201 0.7205880 0.7186385 0.7121677 0.7111608 0.7110419 0.7108439
## 5606 5211 11120 55008 677 2519 5315
## 0.7080622 0.7069136 0.7065547 0.7056446 0.7015881 0.7007240 0.6994971
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## 0.6993260 0.6978760 0.6968726 0.6965350 0.6958194 0.6943765 0.6942555
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## 0.6941285 0.6939515 0.6939447 0.6927426 0.6926657 0.6925629 0.6909669
## 23235 51726 53 56477 140606 548645 27235
## 0.6883285 0.6878859 0.6871484 0.6863983 0.6861831 0.6848175 0.6845292
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## 0.6774812 0.6771476 0.6768052 0.6765092 0.6761837 0.6759230 0.6752537
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## 0.6748514 0.6735407 0.6721866 0.6715911 0.6676869 0.6665325 0.6659282
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## 0.6657394 0.6654487 0.6644620 0.6630633 0.6628314 0.6625659 0.6617689
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## 0.6602219 0.6590899 0.6584924 0.6576149 0.6574109 0.6567372 0.6561774
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## 0.6556135 0.6530137 0.6511688 0.6510102 0.6506985 0.6489446 0.6479863
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## 0.6386573 0.6386081 0.6379507 0.6362425 0.6353078 0.6346742 0.6345085
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## 1454 159195 10213 4637 3460 7386 10011
## 0.6209925 0.6209361 0.6201361 0.6200942 0.6158552 0.6150388 0.6146626
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## 0.6099966 0.6099711 0.6066748 0.6052521 0.6033936 0.6030303 0.6019621
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## 0.5922580 0.5917103 0.5912987 0.5908536 0.5895714 0.5891724 0.5855408
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## -0.6866051 -0.6873216 -0.6876397 -0.6895929 -0.6897903 -0.6905520 -0.6913511
## 79144 440104 8853 9374 137994 26140 23176
## -0.6934557 -0.6939298 -0.6951906 -0.6958667 -0.6985883 -0.6986119 -0.6986968
## 91663 23527 130617 23380 90557 7216 29062
## -0.6998373 -0.7023478 -0.7058355 -0.7075741 -0.7077654 -0.7093732 -0.7108083
## 80210 3344 148137 84140 7402 57037 11260
## -0.7138635 -0.7174841 -0.7198716 -0.7206615 -0.7210771 -0.7221817 -0.7237321
## 84142 2948 6038 79641 55769 2674 57228
## -0.7260689 -0.7267592 -0.7280474 -0.7287124 -0.7297560 -0.7317948 -0.7349702
## 253782 10966 10004 134957 23522 80139 23645
## -0.7384012 -0.7385297 -0.7386135 -0.7390526 -0.7402044 -0.7404762 -0.7416842
## 81543 7059 7942 10826 134728 161582 9639
## -0.7429994 -0.7430232 -0.7487553 -0.7487684 -0.7535050 -0.7543566 -0.7559755
## <NA> 27250 284611 22858 90634 93 5355
## -0.7605847 -0.7650538 -0.7669171 -0.7679021 -0.7703549 -0.7732045 -0.7736516
## 55713 80864 100506127 9873 219981 57519 10893
## -0.7747584 -0.7839155 -0.7840582 -0.7842511 -0.7843511 -0.7845235 -0.7859166
## 89866 111240474 3205 27163 23336 7453 9910
## -0.7870940 -0.7870940 -0.7900278 -0.8037134 -0.8086436 -0.8113261 -0.8168493
## 2934 84962 22809 55075 57584 55615 80757
## -0.8189191 -0.8256639 -0.8271113 -0.8276817 -0.8286254 -0.8301638 -0.8310499
## 6917 5106 81539 51063 7089 400961 414918
## -0.8329571 -0.8332764 -0.8365196 -0.8372590 -0.8403461 -0.8473940 -0.8488642
## 27152 151887 126868 2242 100288332 105376752 5600
## -0.8517527 -0.8542489 -0.8558255 -0.8560514 -0.8571566 -0.8571566 -0.8601574
## 9610 25900 727910 342132 55198 8496 388403
## -0.8610011 -0.8613685 -0.8643564 -0.8643612 -0.8709768 -0.8721110 -0.8722883
## 9020 55224 4752 83667 57544 4205 11092
## -0.8756056 -0.8766052 -0.8802565 -0.8826619 -0.8837476 -0.8842079 -0.8846806
## 55559 10395 6339 170463 5027 56971 5239
## -0.8958855 -0.8967117 -0.8993648 -0.8996516 -0.9004927 -0.9007866 -0.9029181
## 9792 10079 11034 57181 80709 1571 51559
## -0.9033401 -0.9034569 -0.9055142 -0.9067391 -0.9079291 -0.9099663 -0.9101564
## 57337 340061 3269 10098 3603 84107 825
## -0.9125045 -0.9128861 -0.9146278 -0.9158709 -0.9161742 -0.9191374 -0.9213451
## 5256 221424 <NA> 51281 401944 79661 26037
## -0.9215301 -0.9215350 -0.9224939 -0.9239118 -0.9244714 -0.9264705 -0.9264956
## 6509 4144 114881 11000 782 8398 4240
## -0.9288923 -0.9296499 -0.9319975 -0.9343943 -0.9357005 -0.9374631 -0.9378820
## 440350 10493 2852 145389 399687 4093 51477
## -0.9440733 -0.9441438 -0.9457956 -0.9483429 -0.9492017 -0.9508466 -0.9517698
## 2946 57162 100128071 10677 540 55565 5339
## -0.9589849 -0.9621728 -0.9622776 -0.9640187 -0.9656995 -0.9674054 -0.9674525
## 5863 285195 3200 3800 126068 2313 5413
## -0.9677563 -0.9685726 -0.9918556 -0.9943274 -0.9991622 -0.9994996 -1.0010985
## 727 83604 338382 <NA> 57664 4008 55876
## -1.0058609 -1.0066550 -1.0089013 -1.0115682 -1.0122322 -1.0143051 -1.0170954
## 27254 3623 <NA> 57573 51804 3705 23371
## -1.0185684 -1.0227558 -1.0247567 -1.0247922 -1.0281964 -1.0361028 -1.0372589
## 8445 57139 93953 2549 4059 256691 8864
## -1.0425406 -1.0426257 -1.0431197 -1.0467246 -1.0506470 -1.0511252 -1.0515303
## 23576 130589 2035 160851 84529 56242 84460
## -1.0516312 -1.0522232 -1.0527208 -1.0529229 -1.0601979 -1.0618931 -1.0647987
## 1410 23218 8840 1296 1649 51621 152110
## -1.0690481 -1.0796308 -1.0874480 -1.0908951 -1.0914868 -1.0918890 -1.0919211
## 57562 5959 8646 2583 2012 283554 221336
## -1.1003322 -1.1008613 -1.1032479 -1.1044375 -1.1046730 -1.1047283 -1.1052790
## 79762 4675 26576 27143 9256 4825 197257
## -1.1071044 -1.1098436 -1.1119276 -1.1140324 -1.1166873 -1.1167189 -1.1203426
## 126432 375759 489 11238 92840 113026 10086
## -1.1218212 -1.1218816 -1.1232135 -1.1237063 -1.1284937 -1.1312388 -1.1338960
## 221421 57507 55612 389119 3671 <NA> 55356
## -1.1363934 -1.1389798 -1.1409462 -1.1495011 -1.1524394 -1.1526791 -1.1584613
## 8082 199223 10411 971 84253 83886 5783
## -1.1617944 -1.1680027 -1.1730777 -1.1761547 -1.1765401 -1.1875277 -1.1973377
## 25805 140685 <NA> 55592 26206 280 534
## -1.1993620 -1.2003992 -1.2021733 -1.2021733 -1.2040881 -1.2107412 -1.2150127
## 822 10903 374977 203238 10656 100132074 7869
## -1.2194659 -1.2207226 -1.2260320 -1.2265884 -1.2277887 -1.2330367 -1.2335872
## 91409 5174 256329 22925 114883 79973 80765
## -1.2361762 -1.2369300 -1.2369370 -1.2424747 -1.2549985 -1.2573970 -1.2601708
## 1760 79901 64115 3315 6915 23175 <NA>
## -1.2655044 -1.2683879 -1.2686796 -1.2705610 -1.2764669 -1.2862591 -1.2894702
## 23508 84662 54855 9096 633 2047 339977
## -1.2986793 -1.3016248 -1.3079447 -1.3174009 -1.3184222 -1.3213973 -1.3218224
## 128344 79858 202333 2812 56911 2300 3783
## -1.3245642 -1.3268700 -1.3289211 -1.3322453 -1.3349890 -1.3376399 -1.3471014
## 84074 57604 6337 828 84443 57194 8495
## -1.3512963 -1.3573469 -1.3573768 -1.3590589 -1.3615605 -1.3624801 -1.3631735
## 90525 80022 4094 340719 56967 57639 10974
## -1.3661424 -1.3667430 -1.3682205 -1.3690305 -1.3696088 -1.3855005 -1.3860329
## 387509 5627 285141 6495 7079 84171 286343
## -1.3877116 -1.3882845 -1.3951156 -1.3983234 -1.3997204 -1.4008942 -1.4032400
## 132014 157638 21 54985 54413 151295 1958
## -1.4040744 -1.4091375 -1.4113768 -1.4115973 -1.4144783 -1.4159492 -1.4167228
## 9414 50855 80737 22843 7483 1464 5333
## -1.4170779 -1.4259092 -1.4264529 -1.4334910 -1.4414050 -1.4426983 -1.4442333
## 81786 57644 23127 <NA> 2273 <NA> 221442
## -1.4452516 -1.4474429 -1.4480131 -1.4484245 -1.4538172 -1.4543287 -1.4543287
## 9788 1831 54756 6094 100131897 1240 3752
## -1.4557818 -1.4585193 -1.4599443 -1.4602564 -1.4605340 -1.4617667 -1.4618097
## 6920 <NA> 340419 5362 51316 147906 79156
## -1.4669919 -1.4692631 -1.4736568 -1.4762072 -1.4782439 -1.4879115 -1.4885456
## 3489 10116 64386 161291 6710 3795 4642
## -1.4895509 -1.4925630 -1.4933996 -1.4949669 -1.4979273 -1.4995977 -1.5063649
## 10231 124989 9245 643596 <NA> 57381 7739
## -1.5074797 -1.5123925 -1.5157110 -1.5222179 -1.5316835 -1.5459253 -1.5460329
## 619279 5740 5205 123591 <NA> 259173 29775
## -1.5503072 -1.5517607 -1.5521017 -1.5583507 -1.5604211 -1.5609200 -1.5646474
## 126823 441027 8654 2030 10811 80329 348174
## -1.5658461 -1.5902414 -1.5968491 -1.5971102 -1.6006200 -1.6028357 -1.6226965
## 80237 7538 4046 27151 688 161176 113146
## -1.6358705 -1.6447462 -1.6507430 -1.6565600 -1.6601204 -1.6632815 -1.6676429
## 3177 375791 1621 2615 148398 10954 225689
## -1.6729987 -1.6780991 -1.6896684 -1.6903685 -1.6990289 -1.7090115 -1.7130592
## 79442 10365 8076 815 23637 8291 2261
## -1.7142859 -1.7254647 -1.7323927 -1.7410468 -1.7430558 -1.7453509 -1.7478819
## 176 192668 149465 160622 84628 1188 10279
## -1.7518741 -1.7587376 -1.7619316 -1.7651827 -1.7666842 -1.7750577 -1.7773823
## 7068 183 144100 29970 10396 285671 10046
## -1.7819267 -1.7890832 -1.7981050 -1.8006485 -1.8141581 -1.8291589 -1.8353932
## 6092 79955 2308 2303 7078 22801 7253
## -1.8382698 -1.8387629 -1.8473320 -1.8478190 -1.8570474 -1.8581151 -1.8590081
## 84417 7164 4147 57124 6665 165679 9760
## -1.8630247 -1.8657066 -1.8678856 -1.8682604 -1.8761851 -1.8978820 -1.8988388
## 27129 143686 23037 222643 2306 57761 421
## -1.9003767 -1.9213151 -1.9403513 -1.9433499 -1.9497702 -1.9550880 -1.9615210
## 4208 9452 11219 29125 127579 643008 2170
## -1.9664904 -1.9671452 -1.9684546 -1.9688662 -1.9755544 -1.9773363 -1.9854941
## 9472 219623 <NA> 1306 112476 221002 148252
## -1.9885190 -1.9924410 -1.9970736 -1.9997547 -2.0272274 -2.0380303 -2.0380644
## 4212 8515 114899 375775 646962 259236 83481
## -2.0525852 -2.0663195 -2.0737630 -2.0917355 -2.0996667 -2.1026073 -2.1211637
## 2354 1397 11341 10156 117144 7125 56963
## -2.1278590 -2.1344619 -2.1371645 -2.1521269 -2.1598431 -2.1600480 -2.1610010
## 116496 10156 100271927 23150 29933 7056 126393
## -2.1673489 -2.1800436 -2.1800436 -2.1924864 -2.2042826 -2.2193157 -2.2270480
## 5178 4861 10110 3739 8639 93010 <NA>
## -2.2324570 -2.2413953 -2.2638349 -2.2743714 -2.2780818 -2.2787186 -2.2897756
## 51332 10699 57188 9496 170689 51760 55089
## -2.2915045 -2.3008411 -2.3030014 -2.3100319 -2.3385297 -2.3630816 -2.3816312
## 360 635 7134 85439 5334 27092 144347
## -2.3825410 -2.3872175 -2.3954715 -2.4133920 -2.4161040 -2.4362621 -2.4392801
## 100533183 5420 1382 57125 84106 288 80303
## -2.4392801 -2.4450343 -2.4747044 -2.5065592 -2.5091691 -2.5126213 -2.5137543
## 927 84707 478 8817 84570 23017 5348
## -2.5269844 -2.5328084 -2.5372995 -2.5394264 -2.6011171 -2.6057209 -2.6353171
## 5176 2254 8483 116442 11170 4674 23086
## -2.6547355 -2.6560109 -2.6568885 -2.6729456 -2.6899715 -2.6940847 -2.7305494
## 79689 1396 358 7060 80760 4856 2353
## -2.7326783 -2.7433910 -2.7477584 -2.7766264 -2.7914443 -2.7963531 -2.8003467
## 314 7148 80183 340527 151449 79365 1474
## -2.8189774 -2.8209764 -2.8534121 -2.8599437 -2.8802087 -2.8828343 -2.8983574
## 81578 653075 653125 64094 148113 2533 1674
## -2.9016358 -2.9213505 -2.9213505 -2.9283426 -2.9324308 -2.9343020 -3.0385281
## 283298 4056 1298 7058 10391 10457 3131
## -3.0478592 -3.0563739 -3.0584203 -3.0775659 -3.0793101 -3.0885733 -3.1093834
## 27074 283358 64084 84894 8447 54437 57530
## -3.1148666 -3.1223462 -3.1681167 -3.2045610 -3.2156847 -3.2168971 -3.2649657
## 112609 123099 23544 127435 1549 2700 25791
## -3.2661446 -3.3177486 -3.3782388 -3.3917972 -3.3960020 -3.4311923 -3.4740315
## 164395 2487 25830 8707 145270 119395 70
## -3.4989367 -3.5624583 -3.5887557 -3.6141458 -3.7236172 -3.7326232 -3.7367130
## 24141 440738 3736 477 338773 9671 339855
## -3.7673604 -3.8336768 -3.8370090 -3.8443855 -3.9028850 -3.9390511 -3.9511792
## 64090 10218 9379 26290 392617 4653 3742
## -4.0158539 -4.1415232 -4.1662847 -4.2475278 -4.3210423 -4.3216292 -4.3462974
## 9595 57167 388336 3861 2899 30812 125113
## -4.4481354 -4.4830826 -4.4962252 -4.6367716 -4.7247058 -4.7537394 -4.7863795
## 7139 107984345 114792 7140 2660 91156 3857
## -4.8273444 -4.8500319 -4.9583273 -5.0103509 -5.0658405 -5.2053899 -5.2641292
## <NA> 90586 <NA> 7135 6755 3868 1280
## -5.2813826 -5.2813826 -5.3334705 -5.4576301 -5.4954160 -5.5428803 -5.8115711
## 3851 <NA> 114905 4242 90167 390664 <NA>
## -6.1676620 -6.2365948 -6.2663336 -6.3802309 -6.4651590 -6.5076834 -6.7751559
## <NA> <NA>
## -7.4355326 -7.5193246#gene_ids <- bitr(tmp, fromType = tmp$hgnc_symbol, toType =tmp$entrezgene_id, OrgDb = org.Hs.eg.db)
# GO over-representation test
ego <- clusterProfiler::enrichKEGG(gene= gene, organism = 'hsa',
keyType = "kegg",
pvalueCutoff = 0.001,
qvalueCutoff = 0.01)## Reading KEGG annotation online: "https://rest.kegg.jp/link/hsa/pathway"...## Reading KEGG annotation online: "https://rest.kegg.jp/list/pathway/hsa"...egoKEGG<-gseKEGG(geneList = gene_list,
organism="hsa",
keyType = "kegg",
pvalueCutoff = 0.001,
pAdjustMethod = "BH")## preparing geneSet collections...## GSEA analysis...## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize, gseaParam, : There are ties in the preranked stats (0.82% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize,
## gseaParam, : There are duplicate gene names, fgsea may produce unexpected
## results.## Warning in fgseaMultilevel(pathways = pathways, stats = stats, minSize =
## minSize, : For some pathways, in reality P-values are less than 1e-10. You can
## set the `eps` argument to zero for better estimation.## leading edge analysis...## done...summary(egoKEGG)## Warning in summary(egoKEGG): summary method to convert the object to data.frame
## is deprecated, please use as.data.frame instead.## ID Description
## hsa04657 hsa04657 IL-17 signaling pathway
## hsa04060 hsa04060 Cytokine-cytokine receptor interaction
## hsa04061 hsa04061 Viral protein interaction with cytokine and cytokine receptor
## hsa04062 hsa04062 Chemokine signaling pathway
## hsa05323 hsa05323 Rheumatoid arthritis
## hsa04668 hsa04668 TNF signaling pathway
## hsa05171 hsa05171 Coronavirus disease - COVID-19
## hsa04064 hsa04064 NF-kappa B signaling pathway
## hsa05417 hsa05417 Lipid and atherosclerosis
## hsa05146 hsa05146 Amoebiasis
## hsa05200 hsa05200 Pathways in cancer
## hsa05133 hsa05133 Pertussis
## hsa05167 hsa05167 Kaposi sarcoma-associated herpesvirus infection
## hsa04936 hsa04936 Alcoholic liver disease
## hsa05134 hsa05134 Legionellosis
## hsa05120 hsa05120 Epithelial cell signaling in Helicobacter pylori infection
## hsa05164 hsa05164 Influenza A
## hsa04621 hsa04621 NOD-like receptor signaling pathway
## setSize enrichmentScore NES pvalue p.adjust
## hsa04657 31 0.8603728 2.677693 1.000000e-10 2.933333e-09
## hsa04060 56 0.7547199 2.630283 1.000000e-10 2.933333e-09
## hsa04061 24 0.8898130 2.592787 1.000000e-10 2.933333e-09
## hsa04062 29 0.8470415 2.589469 1.000000e-10 2.933333e-09
## hsa05323 31 0.8179775 2.545748 1.000000e-10 2.933333e-09
## hsa04668 41 0.7652370 2.500495 1.000000e-10 2.933333e-09
## hsa05171 25 0.7901996 2.330088 6.915086e-08 1.738650e-06
## hsa04064 24 0.7748005 2.257657 3.806486e-07 8.374270e-06
## hsa05417 37 0.7011140 2.270333 6.486537e-07 1.268478e-05
## hsa05146 23 0.7644672 2.214295 1.378063e-06 2.425390e-05
## hsa05200 80 0.5598542 2.075744 2.328429e-06 3.725486e-05
## hsa05133 15 0.8053712 2.131461 8.842574e-06 1.296911e-04
## hsa05167 35 0.6663678 2.120852 1.209860e-05 1.637965e-04
## hsa04936 22 0.7203211 2.087699 3.897741e-05 4.573350e-04
## hsa05134 12 0.8286740 2.067151 3.885084e-05 4.573350e-04
## hsa05120 19 0.7396993 2.070199 5.580095e-05 5.456093e-04
## hsa05164 30 0.6719651 2.068998 5.429773e-05 5.456093e-04
## hsa04621 35 0.6464471 2.057451 5.239588e-05 5.456093e-04
## qvalue rank leading_edge
## hsa04657 2.157895e-09 58 tags=58%, list=3%, signal=57%
## hsa04060 2.157895e-09 305 tags=68%, list=16%, signal=59%
## hsa04061 2.157895e-09 171 tags=83%, list=9%, signal=77%
## hsa04062 2.157895e-09 95 tags=55%, list=5%, signal=53%
## hsa05323 2.157895e-09 230 tags=65%, list=12%, signal=58%
## hsa04668 2.157895e-09 240 tags=54%, list=12%, signal=48%
## hsa05171 1.279031e-06 67 tags=40%, list=3%, signal=39%
## hsa04064 6.160498e-06 241 tags=54%, list=12%, signal=48%
## hsa05417 9.331510e-06 223 tags=46%, list=11%, signal=41%
## hsa05146 1.784229e-05 327 tags=70%, list=17%, signal=59%
## hsa05200 2.740638e-05 521 tags=64%, list=27%, signal=49%
## hsa05133 9.540672e-05 120 tags=47%, list=6%, signal=44%
## hsa05167 1.204962e-04 238 tags=40%, list=12%, signal=36%
## hsa04936 3.364366e-04 67 tags=27%, list=3%, signal=27%
## hsa05134 3.364366e-04 67 tags=50%, list=3%, signal=49%
## hsa05120 4.013752e-04 95 tags=26%, list=5%, signal=25%
## hsa05164 4.013752e-04 231 tags=37%, list=12%, signal=33%
## hsa04621 4.013752e-04 191 tags=31%, list=10%, signal=29%
## core_enrichment
## hsa04657 6372/6374/3576/3569/2921/1440/1437/2919/4314/3627/2920/6364/3934/6356/4312/5743/6347/6354
## hsa04060 6372/6374/3576/3569/2921/1440/1437/5617/2919/3627/2920/6364/6355/6356/6348/5197/6347/8740/6354/3589/6352/650/90865/3976/51561/3604/8743/7133/1435/3575/654/3600/7043/3574/3624/3601/27242/1236
## hsa04061 6372/6374/3576/3569/2921/2919/3627/2920/6364/6355/6356/6348/5197/6347/8740/6354/6352/8743/7133/1435
## hsa04062 6372/6374/3576/2921/2919/3627/2920/6364/6355/6356/6348/5197/3055/6347/6354/6352
## hsa05323 6372/6374/3576/3569/2921/1437/2919/4314/2920/6364/4312/6348/6347/3589/6352/51561/1435/3383/3600/7043
## hsa04668 6372/6374/3569/2921/1437/2919/4314/3627/2920/6364/5743/6347/6352/3976/64127/7128/7133/1435/4792/3383/3600/330
## hsa05171 3576/3569/1440/1437/4314/3627/4312/6347/629/718
## hsa04064 3576/2921/2919/2920/597/5743/8740/7128/4792/3383/5971/330/4791
## hsa05417 3576/3569/2921/2919/4314/2920/4312/6348/6347/6648/5452/6352/8743/19/4792/3383/637
## hsa05146 3576/3569/2921/1437/2919/2920/4843/1286/9630/1285/3914/3918/7043/1282/3910/1281
## hsa05200 3576/3569/4843/1910/4312/5743/1286/2255/650/51561/112399/3575/7482/5734/4792/1285/3914/3600/637/3918/7043/2791/330/4791/3574/1906/1909/1030/2034/3601/4824/1282/6513/3910/3728/2252/1284/8503/6775/25/6772/5337/3091/54205/4257/7046/5604/23604/898/2770/896
## hsa05133 6372/6374/3576/3569/4843/718/51561
## hsa05167 3576/3569/2921/1437/2919/2920/3055/5743/718/1827/4792/3383/637/2791
## hsa04936 3576/3569/2921/2919/2920/718
## hsa05134 3576/3569/2921/2919/2920/718
## hsa05120 3576/2921/2919/2920/6352
## hsa05164 3576/3569/3627/6347/6352/90865/8743/4792/3383/637/56649
## hsa04621 3576/3569/2921/2919/2920/6347/6352/64127/7128/10135/4792summary(ego)## Warning in summary(ego): summary method to convert the object to data.frame is
## deprecated, please use as.data.frame instead.## ID Description
## hsa05012 hsa05012 Parkinson disease
## hsa00190 hsa00190 Oxidative phosphorylation
## hsa05208 hsa05208 Chemical carcinogenesis - reactive oxygen species
## hsa05020 hsa05020 Prion disease
## hsa05415 hsa05415 Diabetic cardiomyopathy
## hsa03050 hsa03050 Proteasome
## hsa05010 hsa05010 Alzheimer disease
## hsa04668 hsa04668 TNF signaling pathway
## hsa04932 hsa04932 Non-alcoholic fatty liver disease
## hsa05016 hsa05016 Huntington disease
## hsa05022 hsa05022 Pathways of neurodegeneration - multiple diseases
## hsa05323 hsa05323 Rheumatoid arthritis
## hsa04657 hsa04657 IL-17 signaling pathway
## hsa05014 hsa05014 Amyotrophic lateral sclerosis
## hsa00010 hsa00010 Glycolysis / Gluconeogenesis
## hsa04714 hsa04714 Thermogenesis
## hsa00020 hsa00020 Citrate cycle (TCA cycle)
## hsa04066 hsa04066 HIF-1 signaling pathway
## hsa04933 hsa04933 AGE-RAGE signaling pathway in diabetic complications
## GeneRatio BgRatio pvalue p.adjust qvalue
## hsa05012 81/968 266/8461 1.507611e-17 4.750012e-15 3.787888e-15
## hsa00190 53/968 134/8461 2.878795e-17 4.750012e-15 3.787888e-15
## hsa05208 68/968 223/8461 6.257163e-15 6.882880e-13 5.488740e-13
## hsa05020 77/968 273/8461 1.087163e-14 8.969094e-13 7.152388e-13
## hsa05415 62/968 203/8461 9.501004e-14 6.270663e-12 5.000529e-12
## hsa03050 26/968 46/8461 1.414411e-13 7.779261e-12 6.203557e-12
## hsa05010 94/968 384/8461 1.677358e-13 7.907543e-12 6.305856e-12
## hsa04668 41/968 114/8461 4.859788e-12 2.004662e-10 1.598614e-10
## hsa04932 47/968 155/8461 1.324604e-10 4.856880e-09 3.873110e-09
## hsa05016 72/968 306/8461 9.222977e-10 3.043582e-08 2.427099e-08
## hsa05022 98/968 476/8461 2.095413e-09 6.286239e-08 5.012950e-08
## hsa05323 31/968 93/8461 1.622398e-08 4.461595e-07 3.557891e-07
## hsa04657 31/968 94/8461 2.160653e-08 5.484734e-07 4.373791e-07
## hsa05014 76/968 364/8461 8.249422e-08 1.944507e-06 1.550643e-06
## hsa00010 23/968 67/8461 6.377423e-07 1.403033e-05 1.118846e-05
## hsa04714 51/968 232/8461 2.484055e-06 5.123363e-05 4.085617e-05
## hsa00020 13/968 30/8461 9.818043e-06 1.905855e-04 1.519821e-04
## hsa04066 28/968 109/8461 2.529273e-05 4.637000e-04 3.697767e-04
## hsa04933 26/968 100/8461 3.899749e-05 6.773249e-04 5.401315e-04
## geneID
## hsa05012 135/498/506/514/516/518/10476/522/598/815/9377/1329/1347/1349/1350/54205/1649/1843/2770/3800/4128/4129/9927/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/11315/10105/5682/5683/5684/5685/5687/5688/5689/5690/5691/5692/5693/5695/5704/5707/5717/10213/5708/5709/5715/6389/6391/5413/4891/292/57181/23516/7922/64116/7295/7384/7386/27089/7416/7417
## hsa00190 498/506/514/516/518/9551/10632/10476/522/537/533/527/8992/529/9296/9550/534/10063/9377/1329/1347/1349/1350/54205/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/5464/6389/6391/10312/7384/7386/27089
## hsa05208 25/27/1645/1646/8644/498/506/514/516/518/10476/522/873/9377/1329/1347/1349/1350/1571/2353/2946/2948/3091/5604/9020/5600/4257/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/4790/4792/5291/8503/5337/5338/10105/5580/5770/5781/6389/6391/292/6648/7384/7386/27089/7416/7417
## hsa05020 498/506/514/516/518/10476/522/727/6352/9377/1329/1347/1349/1350/1385/1459/54205/1649/1958/2534/3569/3800/5600/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/5291/8503/10105/5580/5682/5683/5684/5685/5687/5688/5689/5690/5691/5692/5693/5695/5704/5707/5717/10213/5708/5709/5715/6389/6391/292/10963/7384/7386/27089/7416/7417
## hsa05415 183/488/489/498/506/514/516/518/10476/522/815/1281/9377/1329/1347/1349/1350/2597/9945/2997/3667/5600/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/4790/5162/5166/5291/8503/10105/5580/6389/6391/292/6513/7043/7046/7384/7386/27089/7416/7417
## hsa03050 51371/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## hsa05010 22863/488/489/498/506/514/516/518/10476/522/637/1020/9377/1329/1347/1349/1350/1435/1454/1459/54205/1649/8772/355/2597/3028/3569/3667/3800/5604/23385/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/4790/4843/5291/8503/10105/5682/5683/5684/5685/5687/5688/5689/5690/5691/5692/5693/5695/5704/5707/5717/10213/5708/5709/5715/5743/6389/6391/4891/292/57181/23516/7922/64116/7186/7384/7386/27089/7416/7417/7482/7483
## hsa04668 9530/602/330/6347/6364/6352/1051/8837/1385/1435/1437/2919/3627/2920/2921/6374/6372/1540/1906/8772/355/2353/3383/3600/3569/3976/5604/5606/9020/5600/4314/4790/4792/64127/5291/8503/5743/7128/7133/7186/7187
## hsa04932 637/9377/1329/1347/1349/1350/3576/54205/1571/1649/355/2353/3569/3667/5600/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/4790/5291/8503/5563/6389/6391/7186/7384/7386/27089
## hsa05016 22863/498/506/514/516/518/10476/522/627/1211/9377/1329/1347/1349/1350/1385/54205/3800/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/5435/5440/10105/5682/5683/5684/5685/5687/5688/5689/5690/5691/5692/5693/5695/5704/5707/5717/10213/5708/5709/5715/6389/6391/292/6648/7186/7384/7386/27089/7416/7417
## hsa05022 22863/488/489/498/506/514/516/518/10476/522/598/627/637/815/1020/9377/1329/1347/1349/1350/1435/1454/1459/54205/1649/79139/8772/355/3028/3569/3800/440738/5604/5606/5600/9927/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/4790/4843/11315/10105/5682/5683/5684/5685/5687/5688/5689/5690/5691/5692/5693/5695/5704/5707/5717/10213/5708/5709/5715/5743/116442/6389/6391/5413/292/7133/10452/7186/7384/7386/27089/9217/7416/7417/7482/7483
## hsa05323 284/537/533/527/8992/529/9296/9550/534/6347/6364/6348/6352/1435/1437/2919/2920/2921/6374/6372/3576/2353/3383/3589/3600/51561/3569/4312/4314/10312/7043
## hsa04657 6356/6347/6364/6354/1051/1437/1440/2919/3627/2920/2921/6374/6372/3576/8772/2353/2354/132014/3569/3934/5600/225689/4312/4314/4790/4792/5743/7128/7186/7187/10758
## hsa05014 22863/498/506/514/516/518/10476/522/598/637/9377/1329/1347/1349/1350/54205/1649/79139/3800/440738/5606/5600/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/4843/55916/5682/5683/5684/5685/5687/5688/5689/5690/5691/5692/5693/5695/5704/5707/5717/10213/5708/5709/5715/116442/6389/6391/7133/10452/7186/7384/7386/27089/9217/7416
## hsa00010 83440/219/217/226/1737/2023/2026/92579/130589/2597/2821/3939/3945/9562/5105/5106/5162/5211/5214/5223/5230/5315/7167
## hsa04714 2182/498/506/514/516/518/9551/10632/10476/522/28958/51287/84987/10063/9377/1329/1347/1349/1350/1385/5606/5600/4694/51079/4695/4696/4697/4701/4702/4706/284184/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/5563/6389/6391/7384/7386/27089
## hsa00020 47/48/50/1737/3419/4190/4191/5091/5105/5106/5162/6389/6391
## hsa04066 226/284/815/1906/54583/112399/6921/2023/2026/2597/3091/3459/3460/3569/3939/3945/5604/4790/4843/5162/5163/5211/5214/5230/5291/8503/6513/7037
## hsa04933 183/6347/1281/1282/1284/1285/1286/3576/1906/1958/2152/2308/3383/3569/5600/4772/4790/5291/8503/5333/113026/5580/6772/7043/7046/7056
## Count
## hsa05012 81
## hsa00190 53
## hsa05208 68
## hsa05020 77
## hsa05415 62
## hsa03050 26
## hsa05010 94
## hsa04668 41
## hsa04932 47
## hsa05016 72
## hsa05022 98
## hsa05323 31
## hsa04657 31
## hsa05014 76
## hsa00010 23
## hsa04714 51
## hsa00020 13
## hsa04066 28
## hsa04933 26head(summary(ego))## Warning in summary(ego): summary method to convert the object to data.frame is
## deprecated, please use as.data.frame instead.## ID Description GeneRatio
## hsa05012 hsa05012 Parkinson disease 81/968
## hsa00190 hsa00190 Oxidative phosphorylation 53/968
## hsa05208 hsa05208 Chemical carcinogenesis - reactive oxygen species 68/968
## hsa05020 hsa05020 Prion disease 77/968
## hsa05415 hsa05415 Diabetic cardiomyopathy 62/968
## hsa03050 hsa03050 Proteasome 26/968
## BgRatio pvalue p.adjust qvalue
## hsa05012 266/8461 1.507611e-17 4.750012e-15 3.787888e-15
## hsa00190 134/8461 2.878795e-17 4.750012e-15 3.787888e-15
## hsa05208 223/8461 6.257163e-15 6.882880e-13 5.488740e-13
## hsa05020 273/8461 1.087163e-14 8.969094e-13 7.152388e-13
## hsa05415 203/8461 9.501004e-14 6.270663e-12 5.000529e-12
## hsa03050 46/8461 1.414411e-13 7.779261e-12 6.203557e-12
## geneID
## hsa05012 135/498/506/514/516/518/10476/522/598/815/9377/1329/1347/1349/1350/54205/1649/1843/2770/3800/4128/4129/9927/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/11315/10105/5682/5683/5684/5685/5687/5688/5689/5690/5691/5692/5693/5695/5704/5707/5717/10213/5708/5709/5715/6389/6391/5413/4891/292/57181/23516/7922/64116/7295/7384/7386/27089/7416/7417
## hsa00190 498/506/514/516/518/9551/10632/10476/522/537/533/527/8992/529/9296/9550/534/10063/9377/1329/1347/1349/1350/54205/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/5464/6389/6391/10312/7384/7386/27089
## hsa05208 25/27/1645/1646/8644/498/506/514/516/518/10476/522/873/9377/1329/1347/1349/1350/1571/2353/2946/2948/3091/5604/9020/5600/4257/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/4790/4792/5291/8503/5337/5338/10105/5580/5770/5781/6389/6391/292/6648/7384/7386/27089/7416/7417
## hsa05020 498/506/514/516/518/10476/522/727/6352/9377/1329/1347/1349/1350/1385/1459/54205/1649/1958/2534/3569/3800/5600/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/5291/8503/10105/5580/5682/5683/5684/5685/5687/5688/5689/5690/5691/5692/5693/5695/5704/5707/5717/10213/5708/5709/5715/6389/6391/292/10963/7384/7386/27089/7416/7417
## hsa05415 183/488/489/498/506/514/516/518/10476/522/815/1281/9377/1329/1347/1349/1350/2597/9945/2997/3667/5600/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/4790/5162/5166/5291/8503/10105/5580/6389/6391/292/6513/7043/7046/7384/7386/27089/7416/7417
## hsa03050 51371/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## Count
## hsa05012 81
## hsa00190 53
## hsa05208 68
## hsa05020 77
## hsa05415 62
## hsa03050 26browseKEGG(ego,'hsa05012')hsa05012 <- pathview(gene.data = gene_list,
pathway.id = "hsa05012",
species = "hsa",
limit = list(gene=max(abs(gene_list)), cpd=1))## 'select()' returned 1:1 mapping between keys and columns## Info: Working in directory /Users/aungphyo/Desktop/MA5112## Info: Writing image file hsa05012.pathview.pnghsa05012## $plot.data.gene
## kegg.names labels
## 5 120892 LRRK2
## 11 7317 UBA1
## 12 6233 RPS27A
## 13 7332 UBE2L3
## 14 6233 RPS27A
## 15 5071 PRKN
## 16 5413 SEPTIN5
## 17 9627 SNCAIP
## 18 2861 GPR37
## 19 11315 PARK7
## 20 65018 PINK1
## 21 6622 SNCA
## 22 7345 UCHL1
## 25 54205 CYCS
## 26 4694 NDUFA1
## 27 6389 SDHA
## 28 7384 UQCRC1
## 29 1329 COX5B
## 30 498 ATP5F1A
## 31 27429 HTRA2
## 32 292 SLC25A5
## 45 6233 RPS27A
## 46 6233 RPS27A
## 47 6233 RPS27A
## 48 6233 RPS27A
## 49 6233 RPS27A
## 50 6233 RPS27A
## 59 6233 RPS27A
## 60 6233 RPS27A
## 61 6233 RPS27A
## 139 7326 UBE2G1
## 149 7054 TH
## 150 6531 SLC6A3
## 152 842 CASP9
## 153 836 CASP3
## 155 317 APAF1
## 159 6570 SLC18A1
## 160 6531 SLC6A3
## 168 135 ADORA2A
## 169 1813 DRD2
## 170 1812 DRD1
## 171 2774 GNAL
## 172 2770 GNAI1
## 173 2774 GNAL
## 174 111 ADCY5
## 175 111 ADCY5
## 176 5566 PRKACA
## 177 5566 PRKACA
## 229 6622 SNCA
## 232 9451 EIF2AK3
## 233 2081 ERN1
## 234 22926 ATF6
## 236 1965 EIF2S1
## 237 468 ATF4
## 241 7494 XBP1
## 243 1649 DDIT3
## 244 1649 DDIT3
## 248 3309 HSPA5
## 255 6622 SNCA
## 260 5682 PSMA1
## 261 5704 PSMC4
## 267 3708 ITPR1
## 271 5335 PLCG1
## 272 6622 SNCA
## 273 5071 PRKN
## 278 801 CALM1
## 279 815 CAMK2A
## 280 4137 MAPT
## 284 6263 RYR3
## 292 3800 KIF5C
## 295 7277 TUBA4A
## 296 7280 TUBB2A
## 300 6622 SNCA
## 304 65018 PINK1
## 307 5071 PRKN
## 314 65018 PINK1
## 315 5071 PRKN
## 316 581 BAX
## 323 6622 SNCA
## 326 11315 PARK7
## 327 598 BCL2L1
## 332 10131 TRAP1
## 335 65018 PINK1
## 338 7157 TP53
## 343 1616 DAXX
## 344 4217 MAP3K5
## 345 5599 MAPK8
## 347 4780 NFE2L2
## 361 1843 DUSP1
## 362 7295 TXN
## 364 6570 SLC18A1
## 365 6622 SNCA
## 368 5071 PRKN
## 374 4128 MAOA
## 375 5071 PRKN
## 382 90550 MCU
## 398 9927 MFN2
## 402 6622 SNCA
## 711 6531 SLC6A3
## 714 9817 KEAP1
## 715 7295 TXN
## 724 4891 SLC11A2
## 735 6647 SOD1
## all.mapped
## 5
## 11
## 12
## 13
## 14
## 15
## 16 5413
## 17
## 18
## 19 11315
## 20
## 21
## 22
## 25 54205
## 26 4694,4695,4696,4697,4701,4702,4706,4707,4708,4709,4710,4711,4712,4714,4717,4718,4719,4725,4726,4728,4729,51079
## 27 6389,6391
## 28 7384,7386,27089
## 29 1329,1347,1349,1350,9377
## 30 498,506,514,516,518,522,10476
## 31
## 32 292,7416,7417,10105
## 45
## 46
## 47
## 48
## 49
## 50
## 59
## 60
## 61
## 139
## 149
## 150
## 152
## 153
## 155
## 159
## 160
## 168 135
## 169
## 170
## 171
## 172 2770
## 173
## 174
## 175
## 176
## 177
## 229
## 232
## 233
## 234
## 236
## 237
## 241
## 243 1649
## 244 1649
## 248
## 255
## 260 5682,5683,5684,5685,5687,5688,5689,5690,5691,5692,5693,5695
## 261 5704,5707,5708,5709,5715,5717,10213
## 267
## 271
## 272
## 273
## 278
## 279 815
## 280
## 284
## 292 3800
## 295
## 296
## 300
## 304
## 307
## 314
## 315
## 316
## 323
## 326 11315
## 327 598
## 332
## 335
## 338
## 343
## 344
## 345
## 347
## 361 1843
## 362 7295
## 364
## 365
## 368
## 374 4128,4129
## 375
## 382
## 398 9927
## 402
## 711
## 714
## 715 7295
## 724 4891,7922,23516,57181,64116
## 735
## type x y width height mol.data mol.col
## 5 gene 1180 963 46 17 NA #FFFFFF
## 11 gene 730 185 46 17 NA #FFFFFF
## 12 gene 730 215 46 17 NA #FFFFFF
## 13 gene 825 185 46 17 NA #FFFFFF
## 14 gene 825 215 46 17 NA #FFFFFF
## 15 gene 996 227 46 17 NA #FFFFFF
## 16 gene 1102 354 46 17 -1.0010985 #BEBEBE
## 17 gene 1102 385 46 17 NA #FFFFFF
## 18 gene 1102 322 46 17 NA #FFFFFF
## 19 gene 1086 1303 46 17 0.3994953 #BEBEBE
## 20 gene 915 1183 46 17 NA #FFFFFF
## 21 gene 1185 271 46 17 NA #FFFFFF
## 22 gene 825 439 46 17 NA #FFFFFF
## 25 gene 1318 1019 46 17 1.0141319 #BEBEBE
## 26 gene 869 990 46 17 12.2560486 #FF0000
## 27 gene 869 1025 46 17 0.8619377 #BEBEBE
## 28 gene 869 1056 46 17 1.7201294 #BEBEBE
## 29 gene 869 1089 46 17 3.0088405 #CE8F8F
## 30 gene 869 1121 46 17 4.1667583 #CE8F8F
## 31 gene 1172 1009 46 17 NA #FFFFFF
## 32 gene 1236 1073 46 17 3.1198377 #CE8F8F
## 45 gene 911 395 46 17 NA #FFFFFF
## 46 gene 911 423 46 17 NA #FFFFFF
## 47 gene 911 450 46 17 NA #FFFFFF
## 48 gene 730 393 46 17 NA #FFFFFF
## 49 gene 730 423 46 17 NA #FFFFFF
## 50 gene 730 453 46 17 NA #FFFFFF
## 59 gene 1006 283 46 17 NA #FFFFFF
## 60 gene 1006 314 46 17 NA #FFFFFF
## 61 gene 1006 344 46 17 NA #FFFFFF
## 139 gene 825 276 46 17 NA #FFFFFF
## 149 gene 1164 720 46 17 NA #FFFFFF
## 150 gene 616 749 46 17 NA #FFFFFF
## 152 gene 1435 1019 46 17 NA #FFFFFF
## 153 gene 1435 969 46 17 NA #FFFFFF
## 155 gene 1370 1048 46 17 NA #FFFFFF
## 159 gene 909 863 46 17 NA #FFFFFF
## 160 gene 616 952 46 17 NA #FFFFFF
## 168 gene 407 648 46 17 2.7820393 #CE8F8F
## 169 gene 407 743 46 17 NA #FFFFFF
## 170 gene 407 1023 46 17 NA #FFFFFF
## 171 gene 330 648 46 17 NA #FFFFFF
## 172 gene 330 743 46 17 0.8899164 #BEBEBE
## 173 gene 330 1023 46 17 NA #FFFFFF
## 174 gene 294 693 46 17 NA #FFFFFF
## 175 gene 294 982 46 17 NA #FFFFFF
## 176 gene 178 693 46 17 NA #FFFFFF
## 177 gene 178 982 46 17 NA #FFFFFF
## 229 gene 1250 720 46 17 NA #FFFFFF
## 232 gene 1050 654 46 17 NA #FFFFFF
## 233 gene 1050 611 46 17 NA #FFFFFF
## 234 gene 1050 567 46 17 NA #FFFFFF
## 236 gene 1135 654 46 17 NA #FFFFFF
## 237 gene 1219 654 46 17 NA #FFFFFF
## 241 gene 1219 611 46 17 NA #FFFFFF
## 243 gene 1394 567 46 17 -1.0914868 #BEBEBE
## 244 gene 1394 654 46 17 -1.0914868 #BEBEBE
## 248 gene 980 611 46 17 NA #FFFFFF
## 255 gene 947 571 46 17 NA #FFFFFF
## 260 gene 1292 176 46 17 5.7769634 #DF5F5F
## 261 gene 1292 193 46 17 3.4025030 #CE8F8F
## 267 gene 878 627 46 17 NA #FFFFFF
## 271 gene 781 683 46 17 NA #FFFFFF
## 272 gene 616 608 46 17 NA #FFFFFF
## 273 gene 679 683 46 17 NA #FFFFFF
## 278 gene 740 512 46 17 NA #FFFFFF
## 279 gene 818 512 46 17 -1.7410468 #BEBEBE
## 280 gene 896 512 46 17 NA #FFFFFF
## 284 gene 878 599 46 17 NA #FFFFFF
## 292 gene 840 1338 46 17 -0.9943274 #BEBEBE
## 295 gene 751 1359 46 17 NA #FFFFFF
## 296 gene 797 1359 46 17 NA #FFFFFF
## 300 gene 755 1323 46 17 NA #FFFFFF
## 304 gene 762 1006 46 17 NA #FFFFFF
## 307 gene 1006 1192 46 17 NA #FFFFFF
## 314 gene 1250 1149 46 17 NA #FFFFFF
## 315 gene 1330 1129 46 17 NA #FFFFFF
## 316 gene 1250 1104 46 17 NA #FFFFFF
## 323 gene 844 950 46 17 NA #FFFFFF
## 326 gene 1143 1139 46 17 0.3994953 #BEBEBE
## 327 gene 1185 1183 46 17 -0.4692524 #BEBEBE
## 332 gene 1172 1030 46 17 NA #FFFFFF
## 335 gene 1250 984 46 17 NA #FFFFFF
## 338 gene 1352 1330 46 17 NA #FFFFFF
## 343 gene 1156 1406 46 17 NA #FFFFFF
## 344 gene 1156 1423 46 17 NA #FFFFFF
## 345 gene 1240 1415 46 17 NA #FFFFFF
## 347 gene 1352 1372 46 17 NA #FFFFFF
## 361 gene 1467 1330 46 17 1.2495288 #BEBEBE
## 362 gene 1467 1372 46 17 0.7121677 #BEBEBE
## 364 gene 951 810 46 17 NA #FFFFFF
## 365 gene 998 773 46 17 NA #FFFFFF
## 368 gene 798 776 46 17 NA #FFFFFF
## 374 gene 1196 782 46 17 3.9328765 #CE8F8F
## 375 gene 1231 747 46 17 NA #FFFFFF
## 382 gene 965 966 46 17 NA #FFFFFF
## 398 gene 1089 1183 46 17 0.4480849 #BEBEBE
## 402 gene 1102 290 46 17 NA #FFFFFF
## 711 gene 616 1422 46 17 NA #FFFFFF
## 714 gene 1239 1372 46 17 NA #FFFFFF
## 715 gene 1140 1469 46 17 0.7121677 #BEBEBE
## 724 gene 616 1026 46 17 7.3616147 #EF3030
## 735 gene 967 1438 46 17 NA #FFFFFF
##
## $plot.data.cpd
## kegg.names labels all.mapped type x y width height mol.data
## 23 C04599 C04599 compound 511 950 8 8 NA
## 24 C07593 C07593 compound 543 989 8 8 NA
## 80 C00002 C00002 compound 946 1138 8 8 NA
## 81 C00008 C00008 compound 928 1103 8 8 NA
## 82 C00009 C00009 compound 960 1103 8 8 NA
## 89 C03758 C03758 compound 1128 819 8 8 NA
## 98 C00027 C00704 compound 1129 873 8 8 NA
## 100 C00002 C00002 compound 685 325 8 8 NA
## 101 C00020 C00020 compound 662 271 8 8 NA
## 102 C00013 C00013 compound 695 271 8 8 NA
## 104 C11310 C11310 compound 567 952 8 8 NA
## 124 C00002 C00002 compound 1121 139 8 8 NA
## 125 C00008 C00008 compound 1179 140 8 8 NA
## 126 C00009 C00009 compound 1208 140 8 8 NA
## 128 C00355 C00355 compound 1128 756 8 8 NA
## 147 C00082 C00082 compound 1128 691 8 8 NA
## 189 C03758 C03758 compound 568 831 8 8 NA
## 202 C00575 C00575 compound 236 692 8 8 NA
## 203 C00575 C00575 compound 236 981 8 8 NA
## 219 C00212 C00212 compound 465 647 8 8 NA
## 264 C01245 C01245 compound 842 656 8 8 NA
## 265 C00076 C00076 compound 795 613 8 8 NA
## 266 C00165 C00165 compound 844 693 8 8 NA
## 276 C00076 C00076 compound 560 607 8 8 NA
## 303 C15231 C15231 compound 543 1055 8 8 NA
## 372 C17755 C17755 compound 1235 819 8 8 NA
## 383 C00076 C00076 compound 966 914 8 8 NA
## 404 C04043 C04043 compound 1235 795 8 8 NA
## 706 C14701 C14701 compound 544 1419 8 8 NA
## 707 C14701 C14701 compound 885 1420 8 8 NA
## 708 C14701 C14701 compound 885 1492 8 8 NA
## 712 C00704 C00704 compound 939 1420 8 8 NA
## 713 C00007 C00007 compound 943 1492 8 8 NA
## 727 C00027 C00027 compound 1000 1420 8 8 NA
## 728 C16844 C16844 compound 1057 1420 8 8 NA
## 732 C22381 C22381 compound 1082 1370 8 8 NA
## 742 C00034 C00034 compound 543 1025 8 8 NA
## mol.col
## 23 #FFFFFF
## 24 #FFFFFF
## 80 #FFFFFF
## 81 #FFFFFF
## 82 #FFFFFF
## 89 #FFFFFF
## 98 #FFFFFF
## 100 #FFFFFF
## 101 #FFFFFF
## 102 #FFFFFF
## 104 #FFFFFF
## 124 #FFFFFF
## 125 #FFFFFF
## 126 #FFFFFF
## 128 #FFFFFF
## 147 #FFFFFF
## 189 #FFFFFF
## 202 #FFFFFF
## 203 #FFFFFF
## 219 #FFFFFF
## 264 #FFFFFF
## 265 #FFFFFF
## 266 #FFFFFF
## 276 #FFFFFF
## 303 #FFFFFF
## 372 #FFFFFF
## 383 #FFFFFF
## 404 #FFFFFF
## 706 #FFFFFF
## 707 #FFFFFF
## 708 #FFFFFF
## 712 #FFFFFF
## 713 #FFFFFF
## 727 #FFFFFF
## 728 #FFFFFF
## 732 #FFFFFF
## 742 #FFFFFFdotplot(ego,x="GeneRatio",showCategory=20,font.size=6)
dotplot(egoKEGG,x="GeneRatio",showCategory=20,font.size=6)
subset <- ego[ego$Count>=10, asis=T]
cnetplot(ego, foldChange=geneList)## Scale for size is already present.
## Adding another scale for size, which will replace the existing scale.
filtered_pathway <- subset(fgsea, NES > 2.3)
filt_p <- as.vector(filtered_pathway$pathway)
for (i in filt_p){
plt <- plotEnrichment(pathway = pathway_kegg[[i]],
gseaParam = 1, ticksSize = 0.5, stats= rank) +
labs(title=i) + theme(plot.title = element_text(hjust = 0.5, face="bold"))
print(plt)
}
Reactome
# read in gmt file
pathway_reactome <- gmtPathways("/Users/aungphyo/Downloads/c2.cp.reactome.v2023.1.Hs.symbols.gmt.txt")
head(pathway, 1)## $GOBP_MITOCHONDRIAL_GENOME_MAINTENANCE
## [1] "AKT3" "PPARGC1A" "POLG2" "PARP1" "DNA2" "TYMP"
## [7] "FLCN" "PRIMPOL" "ENDOG" "STOX1" "SLC25A4" "LIG3"
## [13] "MEF2A" "MPV17" "OPA1" "RRM2B" "POLG" "SLC25A36"
## [19] "TWNK" "RRM1" "METTL4" "SSBP1" "TOP3A" "TP53"
## [25] "TEFM" "PIF1" "SESN2" "SLC25A33" "DNAJA3" "MGME1"
## [31] "LONP1"## convert result object to dataframe
res <- as.data.frame(res1)
res$hgnc_symbol <- rownames(res)
# compute summary stat
fgsea_rank <- res %>%
dplyr::select(hgnc_symbol, log2FoldChange) %>%
na.omit() %>%
distinct() %>%
group_by(hgnc_symbol) %>%
summarize(log2foldchange=mean(log2FoldChange))
fgsea_rank## # A tibble: 16,478 × 2
## hgnc_symbol log2foldchange
## <chr> <dbl>
## 1 "" -0.0811
## 2 "A1BG" 0.178
## 3 "A1CF" 0.807
## 4 "A2M" 0.690
## 5 "A2ML1" -0.669
## 6 "A2MP1" 0.232
## 7 "A4GALT" 0.921
## 8 "A4GNT" -0.651
## 9 "AAAS" -0.282
## 10 "AACS" 0.124
## # ℹ 16,468 more rowsrank <- deframe(fgsea_rank)
head(rank, 20)## A1BG A1CF A2M A2ML1 A2MP1
## -0.08106658 0.17779131 0.80699938 0.69022080 -0.66934621 0.23223054
## A4GALT A4GNT AAAS AACS AADAT AAGAB
## 0.92105758 -0.65100877 -0.28201115 0.12395885 -0.68486107 0.36251058
## AAK1 AAMDC AAMP AANAT AAR2 AARD
## 0.06013558 -0.29388262 0.10425325 0.16858497 0.05793644 0.77611830
## AARS1 AARS2
## -0.66925235 0.04273303# run fgsea
fgsea <- fgsea(pathways=pathway_reactome, stats=rank, nperm=1000)
fgseaResTidy <- fgsea %>%
as_tibble() %>%
arrange(desc(NES))
# Show in a nice table:
fgseaResTidy %>%
dplyr::select(-leadingEdge, -ES, -nMoreExtreme) %>%
arrange(padj) %>%
DT::datatable()Cluster Profiler of Reactome
df <- as.data.frame(res1)
df$hgnc_symbol <- rownames(df)
info <- getBM(attributes=c("hgnc_symbol",
"entrezgene_id"),
filters = c("hgnc_symbol"),
values = df$hgnc_symbol,
mart = mart,
useCache=FALSE)
tmp <- merge(df, info, by="hgnc_symbol")
# subset the dataframe to include only stat sig genes
tmp <- tmp[tmp$padj < 0.01,]OrgDb <- org.Hs.eg.db
geneList <- as.vector(tmp$log2FoldChange)
names(geneList) <- as.character(tmp$entrezgene_id)
gene <- na.omit(as.character(tmp$entrezgene_id))
gene_list<-sort(geneList,decreasing = TRUE)
#gene_ids <- bitr(tmp, fromType = tmp$hgnc_symbol, toType =tmp$entrezgene_id, OrgDb = org.Hs.eg.db)
# Reactome over-representation test
ego <- enrichPathway(gene= gene, organism = 'human',
pvalueCutoff = 0.001,
qvalueCutoff = 0.01)
summary(ego)## Warning in summary(ego): summary method to convert the object to data.frame is
## deprecated, please use as.data.frame instead.## ID
## R-HSA-1428517 R-HSA-1428517
## R-HSA-5676590 R-HSA-5676590
## R-HSA-5607761 R-HSA-5607761
## R-HSA-449147 R-HSA-449147
## R-HSA-1234176 R-HSA-1234176
## R-HSA-351202 R-HSA-351202
## R-HSA-1234174 R-HSA-1234174
## R-HSA-9020702 R-HSA-9020702
## R-HSA-350562 R-HSA-350562
## R-HSA-1169091 R-HSA-1169091
## R-HSA-180534 R-HSA-180534
## R-HSA-349425 R-HSA-349425
## R-HSA-69601 R-HSA-69601
## R-HSA-69610 R-HSA-69610
## R-HSA-69613 R-HSA-69613
## R-HSA-9762114 R-HSA-9762114
## R-HSA-5668541 R-HSA-5668541
## R-HSA-5362768 R-HSA-5362768
## R-HSA-5610785 R-HSA-5610785
## R-HSA-1236978 R-HSA-1236978
## R-HSA-163200 R-HSA-163200
## R-HSA-69541 R-HSA-69541
## R-HSA-5678895 R-HSA-5678895
## R-HSA-211733 R-HSA-211733
## R-HSA-180585 R-HSA-180585
## R-HSA-8854050 R-HSA-8854050
## R-HSA-9604323 R-HSA-9604323
## R-HSA-174113 R-HSA-174113
## R-HSA-8941858 R-HSA-8941858
## R-HSA-5387390 R-HSA-5387390
## R-HSA-75815 R-HSA-75815
## R-HSA-450408 R-HSA-450408
## R-HSA-187577 R-HSA-187577
## R-HSA-5610780 R-HSA-5610780
## R-HSA-5610783 R-HSA-5610783
## R-HSA-169911 R-HSA-169911
## R-HSA-5358346 R-HSA-5358346
## R-HSA-1168372 R-HSA-1168372
## R-HSA-69563 R-HSA-69563
## R-HSA-69580 R-HSA-69580
## R-HSA-450531 R-HSA-450531
## R-HSA-4641257 R-HSA-4641257
## R-HSA-1236974 R-HSA-1236974
## R-HSA-69615 R-HSA-69615
## R-HSA-4608870 R-HSA-4608870
## R-HSA-8939902 R-HSA-8939902
## R-HSA-5607764 R-HSA-5607764
## R-HSA-5619084 R-HSA-5619084
## R-HSA-4641258 R-HSA-4641258
## R-HSA-446652 R-HSA-446652
## R-HSA-5687128 R-HSA-5687128
## R-HSA-5632684 R-HSA-5632684
## R-HSA-1236975 R-HSA-1236975
## R-HSA-5658442 R-HSA-5658442
## R-HSA-174084 R-HSA-174084
## R-HSA-9759194 R-HSA-9759194
## R-HSA-611105 R-HSA-611105
## R-HSA-174154 R-HSA-174154
## R-HSA-2871837 R-HSA-2871837
## R-HSA-9013694 R-HSA-9013694
## R-HSA-69017 R-HSA-69017
## R-HSA-9755511 R-HSA-9755511
## R-HSA-8948751 R-HSA-8948751
## R-HSA-195253 R-HSA-195253
## R-HSA-68949 R-HSA-68949
## R-HSA-1474290 R-HSA-1474290
## R-HSA-8878159 R-HSA-8878159
## R-HSA-983705 R-HSA-983705
## R-HSA-174184 R-HSA-174184
## R-HSA-69202 R-HSA-69202
## R-HSA-202424 R-HSA-202424
## R-HSA-174178 R-HSA-174178
## R-HSA-179419 R-HSA-179419
## R-HSA-9711123 R-HSA-9711123
## R-HSA-69656 R-HSA-69656
## R-HSA-176409 R-HSA-176409
## R-HSA-176408 R-HSA-176408
## R-HSA-176814 R-HSA-176814
## R-HSA-4086400 R-HSA-4086400
## R-HSA-109581 R-HSA-109581
## R-HSA-5357801 R-HSA-5357801
## R-HSA-8878166 R-HSA-8878166
## R-HSA-6799198 R-HSA-6799198
## R-HSA-5689603 R-HSA-5689603
## R-HSA-157118 R-HSA-157118
## R-HSA-5610787 R-HSA-5610787
## R-HSA-69052 R-HSA-69052
## R-HSA-8852276 R-HSA-8852276
## R-HSA-382556 R-HSA-382556
## R-HSA-202403 R-HSA-202403
## R-HSA-174143 R-HSA-174143
## R-HSA-453276 R-HSA-453276
## R-HSA-5358351 R-HSA-5358351
## R-HSA-70263 R-HSA-70263
## R-HSA-2022090 R-HSA-2022090
## R-HSA-5621481 R-HSA-5621481
## R-HSA-5683057 R-HSA-5683057
## R-HSA-5684996 R-HSA-5684996
## R-HSA-162909 R-HSA-162909
## R-HSA-168142 R-HSA-168142
## R-HSA-168176 R-HSA-168176
## R-HSA-975871 R-HSA-975871
## R-HSA-166166 R-HSA-166166
## R-HSA-937061 R-HSA-937061
## R-HSA-1650814 R-HSA-1650814
## R-HSA-168164 R-HSA-168164
## R-HSA-2454202 R-HSA-2454202
## R-HSA-5673001 R-HSA-5673001
## R-HSA-8949613 R-HSA-8949613
## R-HSA-975138 R-HSA-975138
## R-HSA-1474244 R-HSA-1474244
## R-HSA-1257604 R-HSA-1257604
## R-HSA-975155 R-HSA-975155
## R-HSA-6807070 R-HSA-6807070
## R-HSA-168181 R-HSA-168181
## R-HSA-6783783 R-HSA-6783783
## R-HSA-8939236 R-HSA-8939236
## R-HSA-917937 R-HSA-917937
## R-HSA-168138 R-HSA-168138
## R-HSA-71387 R-HSA-71387
## R-HSA-1268020 R-HSA-1268020
## R-HSA-163210 R-HSA-163210
## R-HSA-2243919 R-HSA-2243919
## R-HSA-3858494 R-HSA-3858494
## R-HSA-2214320 R-HSA-2214320
## R-HSA-166058 R-HSA-166058
## R-HSA-168188 R-HSA-168188
## Description
## R-HSA-1428517 The citric acid (TCA) cycle and respiratory electron transport
## R-HSA-5676590 NIK-->noncanonical NF-kB signaling
## R-HSA-5607761 Dectin-1 mediated noncanonical NF-kB signaling
## R-HSA-449147 Signaling by Interleukins
## R-HSA-1234176 Oxygen-dependent proline hydroxylation of Hypoxia-inducible Factor Alpha
## R-HSA-351202 Metabolism of polyamines
## R-HSA-1234174 Cellular response to hypoxia
## R-HSA-9020702 Interleukin-1 signaling
## R-HSA-350562 Regulation of ornithine decarboxylase (ODC)
## R-HSA-1169091 Activation of NF-kappaB in B cells
## R-HSA-180534 Vpu mediated degradation of CD4
## R-HSA-349425 Autodegradation of the E3 ubiquitin ligase COP1
## R-HSA-69601 Ubiquitin Mediated Degradation of Phosphorylated Cdc25A
## R-HSA-69610 p53-Independent DNA Damage Response
## R-HSA-69613 p53-Independent G1/S DNA damage checkpoint
## R-HSA-9762114 GSK3B and BTRC:CUL1-mediated-degradation of NFE2L2
## R-HSA-5668541 TNFR2 non-canonical NF-kB pathway
## R-HSA-5362768 Hh mutants are degraded by ERAD
## R-HSA-5610785 GLI3 is processed to GLI3R by the proteasome
## R-HSA-1236978 Cross-presentation of soluble exogenous antigens (endosomes)
## R-HSA-163200 Respiratory electron transport, ATP synthesis by chemiosmotic coupling, and heat production by uncoupling proteins.
## R-HSA-69541 Stabilization of p53
## R-HSA-5678895 Defective CFTR causes cystic fibrosis
## R-HSA-211733 Regulation of activated PAK-2p34 by proteasome mediated degradation
## R-HSA-180585 Vif-mediated degradation of APOBEC3G
## R-HSA-8854050 FBXL7 down-regulates AURKA during mitotic entry and in early mitosis
## R-HSA-9604323 Negative regulation of NOTCH4 signaling
## R-HSA-174113 SCF-beta-TrCP mediated degradation of Emi1
## R-HSA-8941858 Regulation of RUNX3 expression and activity
## R-HSA-5387390 Hh mutants abrogate ligand secretion
## R-HSA-75815 Ubiquitin-dependent degradation of Cyclin D
## R-HSA-450408 AUF1 (hnRNP D0) binds and destabilizes mRNA
## R-HSA-187577 SCF(Skp2)-mediated degradation of p27/p21
## R-HSA-5610780 Degradation of GLI1 by the proteasome
## R-HSA-5610783 Degradation of GLI2 by the proteasome
## R-HSA-169911 Regulation of Apoptosis
## R-HSA-5358346 Hedgehog ligand biogenesis
## R-HSA-1168372 Downstream signaling events of B Cell Receptor (BCR)
## R-HSA-69563 p53-Dependent G1 DNA Damage Response
## R-HSA-69580 p53-Dependent G1/S DNA damage checkpoint
## R-HSA-450531 Regulation of mRNA stability by proteins that bind AU-rich elements
## R-HSA-4641257 Degradation of AXIN
## R-HSA-1236974 ER-Phagosome pathway
## R-HSA-69615 G1/S DNA Damage Checkpoints
## R-HSA-4608870 Asymmetric localization of PCP proteins
## R-HSA-8939902 Regulation of RUNX2 expression and activity
## R-HSA-5607764 CLEC7A (Dectin-1) signaling
## R-HSA-5619084 ABC transporter disorders
## R-HSA-4641258 Degradation of DVL
## R-HSA-446652 Interleukin-1 family signaling
## R-HSA-5687128 MAPK6/MAPK4 signaling
## R-HSA-5632684 Hedgehog 'on' state
## R-HSA-1236975 Antigen processing-Cross presentation
## R-HSA-5658442 Regulation of RAS by GAPs
## R-HSA-174084 Autodegradation of Cdh1 by Cdh1:APC/C
## R-HSA-9759194 Nuclear events mediated by NFE2L2
## R-HSA-611105 Respiratory electron transport
## R-HSA-174154 APC/C:Cdc20 mediated degradation of Securin
## R-HSA-2871837 FCERI mediated NF-kB activation
## R-HSA-9013694 Signaling by NOTCH4
## R-HSA-69017 CDK-mediated phosphorylation and removal of Cdc6
## R-HSA-9755511 KEAP1-NFE2L2 pathway
## R-HSA-8948751 Regulation of PTEN stability and activity
## R-HSA-195253 Degradation of beta-catenin by the destruction complex
## R-HSA-68949 Orc1 removal from chromatin
## R-HSA-1474290 Collagen formation
## R-HSA-8878159 Transcriptional regulation by RUNX3
## R-HSA-983705 Signaling by the B Cell Receptor (BCR)
## R-HSA-174184 Cdc20:Phospho-APC/C mediated degradation of Cyclin A
## R-HSA-69202 Cyclin E associated events during G1/S transition
## R-HSA-202424 Downstream TCR signaling
## R-HSA-174178 APC/C:Cdh1 mediated degradation of Cdc20 and other APC/C:Cdh1 targeted proteins in late mitosis/early G1
## R-HSA-179419 APC:Cdc20 mediated degradation of cell cycle proteins prior to satisfation of the cell cycle checkpoint
## R-HSA-9711123 Cellular response to chemical stress
## R-HSA-69656 Cyclin A:Cdk2-associated events at S phase entry
## R-HSA-176409 APC/C:Cdc20 mediated degradation of mitotic proteins
## R-HSA-176408 Regulation of APC/C activators between G1/S and early anaphase
## R-HSA-176814 Activation of APC/C and APC/C:Cdc20 mediated degradation of mitotic proteins
## R-HSA-4086400 PCP/CE pathway
## R-HSA-109581 Apoptosis
## R-HSA-5357801 Programmed Cell Death
## R-HSA-8878166 Transcriptional regulation by RUNX2
## R-HSA-6799198 Complex I biogenesis
## R-HSA-5689603 UCH proteinases
## R-HSA-157118 Signaling by NOTCH
## R-HSA-5610787 Hedgehog 'off' state
## R-HSA-69052 Switching of origins to a post-replicative state
## R-HSA-8852276 The role of GTSE1 in G2/M progression after G2 checkpoint
## R-HSA-382556 ABC-family proteins mediated transport
## R-HSA-202403 TCR signaling
## R-HSA-174143 APC/C-mediated degradation of cell cycle proteins
## R-HSA-453276 Regulation of mitotic cell cycle
## R-HSA-5358351 Signaling by Hedgehog
## R-HSA-70263 Gluconeogenesis
## R-HSA-2022090 Assembly of collagen fibrils and other multimeric structures
## R-HSA-5621481 C-type lectin receptors (CLRs)
## R-HSA-5683057 MAPK family signaling cascades
## R-HSA-5684996 MAPK1/MAPK3 signaling
## R-HSA-162909 Host Interactions of HIV factors
## R-HSA-168142 Toll Like Receptor 10 (TLR10) Cascade
## R-HSA-168176 Toll Like Receptor 5 (TLR5) Cascade
## R-HSA-975871 MyD88 cascade initiated on plasma membrane
## R-HSA-166166 MyD88-independent TLR4 cascade
## R-HSA-937061 TRIF(TICAM1)-mediated TLR4 signaling
## R-HSA-1650814 Collagen biosynthesis and modifying enzymes
## R-HSA-168164 Toll Like Receptor 3 (TLR3) Cascade
## R-HSA-2454202 Fc epsilon receptor (FCERI) signaling
## R-HSA-5673001 RAF/MAP kinase cascade
## R-HSA-8949613 Cristae formation
## R-HSA-975138 TRAF6 mediated induction of NFkB and MAP kinases upon TLR7/8 or 9 activation
## R-HSA-1474244 Extracellular matrix organization
## R-HSA-1257604 PIP3 activates AKT signaling
## R-HSA-975155 MyD88 dependent cascade initiated on endosome
## R-HSA-6807070 PTEN Regulation
## R-HSA-168181 Toll Like Receptor 7/8 (TLR7/8) Cascade
## R-HSA-6783783 Interleukin-10 signaling
## R-HSA-8939236 RUNX1 regulates transcription of genes involved in differentiation of HSCs
## R-HSA-917937 Iron uptake and transport
## R-HSA-168138 Toll Like Receptor 9 (TLR9) Cascade
## R-HSA-71387 Metabolism of carbohydrates
## R-HSA-1268020 Mitochondrial protein import
## R-HSA-163210 Formation of ATP by chemiosmotic coupling
## R-HSA-2243919 Crosslinking of collagen fibrils
## R-HSA-3858494 Beta-catenin independent WNT signaling
## R-HSA-2214320 Anchoring fibril formation
## R-HSA-166058 MyD88:MAL(TIRAP) cascade initiated on plasma membrane
## R-HSA-168188 Toll Like Receptor TLR6:TLR2 Cascade
## GeneRatio BgRatio pvalue p.adjust qvalue
## R-HSA-1428517 57/1215 178/10891 4.179168e-14 3.165540e-11 2.706926e-11
## R-HSA-5676590 30/1215 59/10891 4.499702e-14 3.165540e-11 2.706926e-11
## R-HSA-5607761 30/1215 60/10891 8.050510e-14 3.775689e-11 3.228678e-11
## R-HSA-449147 107/1215 473/10891 2.330333e-13 7.657373e-11 6.547995e-11
## R-HSA-1234176 31/1215 66/10891 2.721170e-13 7.657373e-11 6.547995e-11
## R-HSA-351202 29/1215 59/10891 3.693002e-13 8.660089e-11 7.405441e-11
## R-HSA-1234174 33/1215 75/10891 4.686484e-13 9.419833e-11 8.055115e-11
## R-HSA-9020702 42/1215 115/10891 7.013647e-13 1.233525e-10 1.054816e-10
## R-HSA-350562 26/1215 51/10891 2.078882e-12 3.249986e-10 2.779137e-10
## R-HSA-1169091 30/1215 67/10891 3.118060e-12 3.271813e-10 2.797802e-10
## R-HSA-180534 26/1215 52/10891 3.720612e-12 3.271813e-10 2.797802e-10
## R-HSA-349425 26/1215 52/10891 3.720612e-12 3.271813e-10 2.797802e-10
## R-HSA-69601 26/1215 52/10891 3.720612e-12 3.271813e-10 2.797802e-10
## R-HSA-69610 26/1215 52/10891 3.720612e-12 3.271813e-10 2.797802e-10
## R-HSA-69613 26/1215 52/10891 3.720612e-12 3.271813e-10 2.797802e-10
## R-HSA-9762114 26/1215 52/10891 3.720612e-12 3.271813e-10 2.797802e-10
## R-HSA-5668541 38/1215 102/10891 4.327981e-12 3.387158e-10 2.896436e-10
## R-HSA-5362768 27/1215 56/10891 4.333251e-12 3.387158e-10 2.896436e-10
## R-HSA-5610785 28/1215 60/10891 4.755497e-12 3.521570e-10 3.011376e-10
## R-HSA-1236978 25/1215 49/10891 5.420882e-12 3.813591e-10 3.261089e-10
## R-HSA-163200 43/1215 127/10891 7.174931e-12 4.711562e-10 4.028965e-10
## R-HSA-69541 27/1215 57/10891 7.367049e-12 4.711562e-10 4.028965e-10
## R-HSA-5678895 28/1215 61/10891 7.865148e-12 4.811419e-10 4.114354e-10
## R-HSA-211733 25/1215 50/10891 9.702955e-12 5.688358e-10 4.864245e-10
## R-HSA-180585 26/1215 54/10891 1.127946e-11 5.877851e-10 5.026285e-10
## R-HSA-8854050 26/1215 54/10891 1.127946e-11 5.877851e-10 5.026285e-10
## R-HSA-9604323 26/1215 54/10891 1.127946e-11 5.877851e-10 5.026285e-10
## R-HSA-174113 26/1215 55/10891 1.914365e-11 9.287972e-10 7.942358e-10
## R-HSA-8941858 26/1215 55/10891 1.914365e-11 9.287972e-10 7.942358e-10
## R-HSA-5387390 27/1215 59/10891 2.034838e-11 9.543390e-10 8.160771e-10
## R-HSA-75815 25/1215 52/10891 2.936082e-11 1.330869e-09 1.138057e-09
## R-HSA-450408 26/1215 56/10891 3.197933e-11 1.330869e-09 1.138057e-09
## R-HSA-187577 27/1215 60/10891 3.310619e-11 1.330869e-09 1.138057e-09
## R-HSA-5610780 27/1215 60/10891 3.310619e-11 1.330869e-09 1.138057e-09
## R-HSA-5610783 27/1215 60/10891 3.310619e-11 1.330869e-09 1.138057e-09
## R-HSA-169911 25/1215 53/10891 4.974046e-11 1.944023e-09 1.662378e-09
## R-HSA-5358346 28/1215 65/10891 5.167853e-11 1.965181e-09 1.680471e-09
## R-HSA-1168372 32/1215 83/10891 7.512990e-11 2.781783e-09 2.378767e-09
## R-HSA-69563 28/1215 66/10891 8.031381e-11 2.825038e-09 2.415755e-09
## R-HSA-69580 28/1215 66/10891 8.031381e-11 2.825038e-09 2.415755e-09
## R-HSA-450531 33/1215 88/10891 9.101517e-11 3.123374e-09 2.670869e-09
## R-HSA-4641257 25/1215 55/10891 1.360239e-10 4.556799e-09 3.896623e-09
## R-HSA-1236974 33/1215 90/10891 1.827653e-10 5.980250e-09 5.113848e-09
## R-HSA-69615 28/1215 68/10891 1.878038e-10 6.005454e-09 5.135401e-09
## R-HSA-4608870 27/1215 64/10891 2.042324e-10 6.385666e-09 5.460530e-09
## R-HSA-8939902 29/1215 73/10891 2.501343e-10 7.650848e-09 6.542415e-09
## R-HSA-5607764 35/1215 101/10891 3.136962e-10 9.248360e-09 7.908484e-09
## R-HSA-5619084 30/1215 78/10891 3.155091e-10 9.248360e-09 7.908484e-09
## R-HSA-4641258 25/1215 57/10891 3.506408e-10 1.006840e-08 8.609718e-09
## R-HSA-446652 45/1215 153/10891 4.834610e-10 1.360459e-08 1.163360e-08
## R-HSA-5687128 32/1215 89/10891 6.167159e-10 1.701410e-08 1.454915e-08
## R-HSA-5632684 31/1215 85/10891 7.595859e-10 2.055264e-08 1.757503e-08
## R-HSA-1236975 35/1215 105/10891 1.047075e-09 2.744686e-08 2.347043e-08
## R-HSA-5658442 27/1215 68/10891 1.053397e-09 2.744686e-08 2.347043e-08
## R-HSA-174084 26/1215 64/10891 1.191261e-09 3.047462e-08 2.605954e-08
## R-HSA-9759194 29/1215 79/10891 2.245664e-09 5.642231e-08 4.824801e-08
## R-HSA-611105 34/1215 103/10891 2.420034e-09 5.973662e-08 5.108215e-08
## R-HSA-174154 26/1215 68/10891 5.562586e-09 1.349407e-07 1.153909e-07
## R-HSA-2871837 29/1215 82/10891 6.083034e-09 1.426472e-07 1.219808e-07
## R-HSA-9013694 29/1215 82/10891 6.083034e-09 1.426472e-07 1.219808e-07
## R-HSA-69017 27/1215 73/10891 6.627538e-09 1.528680e-07 1.307209e-07
## R-HSA-9755511 33/1215 102/10891 7.359971e-09 1.670239e-07 1.428259e-07
## R-HSA-8948751 26/1215 69/10891 7.989544e-09 1.784332e-07 1.525823e-07
## R-HSA-195253 29/1215 83/10891 8.366835e-09 1.839396e-07 1.572910e-07
## R-HSA-68949 26/1215 71/10891 1.606811e-08 3.466942e-07 2.964661e-07
## R-HSA-1474290 30/1215 90/10891 1.626284e-08 3.466942e-07 2.964661e-07
## R-HSA-8878159 31/1215 96/10891 2.201648e-08 4.623461e-07 3.953627e-07
## R-HSA-983705 34/1215 112/10891 2.676218e-08 5.537409e-07 4.735165e-07
## R-HSA-174184 26/1215 73/10891 3.130016e-08 6.382511e-07 5.457831e-07
## R-HSA-69202 28/1215 83/10891 3.630437e-08 7.297179e-07 6.239985e-07
## R-HSA-202424 31/1215 98/10891 3.789444e-08 7.509504e-07 6.421549e-07
## R-HSA-174178 26/1215 74/10891 4.319563e-08 8.325514e-07 7.119337e-07
## R-HSA-179419 26/1215 74/10891 4.319563e-08 8.325514e-07 7.119337e-07
## R-HSA-9711123 48/1215 194/10891 6.282090e-08 1.194446e-06 1.021398e-06
## R-HSA-69656 28/1215 85/10891 6.505102e-08 1.220357e-06 1.043555e-06
## R-HSA-176409 26/1215 76/10891 8.053379e-08 1.490935e-06 1.274933e-06
## R-HSA-176408 27/1215 81/10891 8.439531e-08 1.542132e-06 1.318713e-06
## R-HSA-176814 26/1215 77/10891 1.088493e-07 1.963474e-06 1.679012e-06
## R-HSA-4086400 29/1215 92/10891 1.130791e-07 2.013954e-06 1.722178e-06
## R-HSA-109581 45/1215 180/10891 1.168952e-07 2.055894e-06 1.758042e-06
## R-HSA-5357801 50/1215 210/10891 1.238881e-07 2.151981e-06 1.840209e-06
## R-HSA-8878166 34/1215 121/10891 2.165063e-07 3.714932e-06 3.176723e-06
## R-HSA-6799198 21/1215 57/10891 3.416592e-07 5.791741e-06 4.952650e-06
## R-HSA-5689603 30/1215 102/10891 3.772968e-07 6.319721e-06 5.404138e-06
## R-HSA-157118 53/1215 236/10891 3.906746e-07 6.466813e-06 5.529920e-06
## R-HSA-5610787 32/1215 113/10891 4.037782e-07 6.605998e-06 5.648940e-06
## R-HSA-69052 28/1215 92/10891 4.222565e-07 6.828906e-06 5.839554e-06
## R-HSA-8852276 25/1215 77/10891 4.479791e-07 7.162575e-06 6.124882e-06
## R-HSA-382556 30/1215 103/10891 4.764471e-07 7.532146e-06 6.440910e-06
## R-HSA-202403 33/1215 120/10891 5.614493e-07 8.651551e-06 7.398139e-06
## R-HSA-174143 27/1215 88/10891 5.657020e-07 8.651551e-06 7.398139e-06
## R-HSA-453276 27/1215 88/10891 5.657020e-07 8.651551e-06 7.398139e-06
## R-HSA-5358351 38/1215 149/10891 6.530896e-07 9.880614e-06 8.449139e-06
## R-HSA-70263 15/1215 34/10891 1.122415e-06 1.680040e-05 1.436641e-05
## R-HSA-2022090 21/1215 61/10891 1.257171e-06 1.861936e-05 1.592184e-05
## R-HSA-5621481 36/1215 142/10891 1.490129e-06 2.183971e-05 1.867563e-05
## R-HSA-5683057 65/1215 325/10891 1.660675e-06 2.408835e-05 2.059850e-05
## R-HSA-5684996 58/1215 286/10891 3.828232e-06 5.496248e-05 4.699967e-05
## R-HSA-162909 33/1215 130/10891 3.917038e-06 5.566942e-05 4.760419e-05
## R-HSA-168142 27/1215 97/10891 4.595402e-06 6.338951e-05 5.420582e-05
## R-HSA-168176 27/1215 97/10891 4.595402e-06 6.338951e-05 5.420582e-05
## R-HSA-975871 27/1215 97/10891 4.595402e-06 6.338951e-05 5.420582e-05
## R-HSA-166166 29/1215 110/10891 6.720554e-06 9.092135e-05 7.774892e-05
## R-HSA-937061 29/1215 110/10891 6.720554e-06 9.092135e-05 7.774892e-05
## R-HSA-1650814 21/1215 67/10891 6.935235e-06 9.293215e-05 7.946841e-05
## R-HSA-168164 28/1215 105/10891 7.612605e-06 1.010466e-04 8.640723e-05
## R-HSA-2454202 33/1215 134/10891 7.903470e-06 1.039269e-04 8.887030e-05
## R-HSA-5673001 56/1215 280/10891 8.671816e-06 1.129745e-04 9.660708e-05
## R-HSA-8949613 13/1215 31/10891 1.161441e-05 1.499218e-04 1.282016e-04
## R-HSA-975138 27/1215 103/10891 1.549578e-05 1.982051e-04 1.694897e-04
## R-HSA-1474244 58/1215 300/10891 1.748850e-05 2.216786e-04 1.895624e-04
## R-HSA-1257604 53/1215 267/10891 1.872847e-05 2.333757e-04 1.995649e-04
## R-HSA-975155 27/1215 104/10891 1.874304e-05 2.333757e-04 1.995649e-04
## R-HSA-6807070 33/1215 140/10891 2.109354e-05 2.603387e-04 2.226216e-04
## R-HSA-168181 27/1215 105/10891 2.259588e-05 2.764557e-04 2.364036e-04
## R-HSA-6783783 16/1215 47/10891 2.707044e-05 3.283457e-04 2.807759e-04
## R-HSA-8939236 31/1215 130/10891 2.920209e-05 3.511738e-04 3.002968e-04
## R-HSA-917937 18/1215 58/10891 3.609413e-05 4.303766e-04 3.680249e-04
## R-HSA-168138 27/1215 108/10891 3.884089e-05 4.592364e-04 3.927036e-04
## R-HSA-71387 56/1215 295/10891 4.165759e-05 4.884352e-04 4.176721e-04
## R-HSA-1268020 19/1215 64/10891 4.407834e-05 5.125474e-04 4.382910e-04
## R-HSA-163210 9/1215 18/10891 4.944265e-05 5.655757e-04 4.836367e-04
## R-HSA-2243919 9/1215 18/10891 4.944265e-05 5.655757e-04 4.836367e-04
## R-HSA-3858494 33/1215 146/10891 5.206495e-05 5.907693e-04 5.051803e-04
## R-HSA-2214320 8/1215 15/10891 7.336754e-05 8.258250e-04 7.061819e-04
## R-HSA-166058 27/1215 113/10891 9.024977e-05 9.998538e-04 8.549978e-04
## R-HSA-168188 27/1215 113/10891 9.024977e-05 9.998538e-04 8.549978e-04
## geneID
## R-HSA-1428517 50/498/506/514/516/518/9551/10632/10476/522/80219/84987/9377/1329/1349/1350/54205/1737/2739/2954/3419/3939/3945/4191/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/5162/5163/5166/54704/6389/6391/9123/7384/7386/27089/7416
## R-HSA-5676590 9020/4791/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5971/6500/9040
## R-HSA-5607761 9020/4791/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5971/6500/9040
## R-HSA-449147 598/6356/6347/6364/6348/6352/1052/23529/1385/1435/1437/1440/2919/3627/2920/3576/1845/1846/2353/2308/2534/3055/3091/3383/3589/3590/3600/3601/3603/132014/51561/90865/3569/3574/3575/3656/51135/3667/3934/3965/3976/4128/5604/5606/5600/9261/4205/4208/4282/4312/4314/4790/4791/4792/4793/28511/64127/4843/9180/5034/27250/387522/57162/5291/8503/5519/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5743/5781/5783/8767/6095/6288/6500/6648/6772/6775/6888/92610/7133/7186/11274/6935
## R-HSA-1234176 84962/54583/112399/6921/2034/3091/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-351202 4946/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6303/54498/6723
## R-HSA-1234174 84962/768/54583/112399/6921/2034/3091/25994/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-9020702 3656/51135/5604/4790/4791/4792/4793/28511/64127/387522/57162/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/8767/6288/6500/92610/7186/11274
## R-HSA-350562 4946/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-1169091 4790/4792/4793/4794/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-180534 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-349425 472/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-69601 11200/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-69610 11200/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-69613 11200/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-9762114 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-5668541 330/9020/4791/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5971/6500/4982/7133/3604/8742/8740/7186/7187/9040
## R-HSA-5362768 51009/27248/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-5610785 2737/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/51684
## R-HSA-1236978 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-163200 498/506/514/516/518/9551/10632/10476/522/80219/84987/9377/1329/1349/1350/54205/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/6389/6391/7384/7386/27089
## R-HSA-69541 472/11200/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-5678895 79139/51009/27248/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-211733 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-180585 6921/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-8854050 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-9604323 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-174113 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-8941858 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/57154
## R-HSA-5387390 51009/27248/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-75815 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-450408 3315/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-187577 898/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-5610780 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/51684
## R-HSA-5610783 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/51684
## R-HSA-169911 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-5358346 51009/27248/5034/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-1168372 2280/4772/4790/4792/4793/4794/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-69563 472/898/11200/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-69580 472/898/11200/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-450531 54512/5393/3315/5600/9261/5580/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/7538/677
## R-HSA-4641257 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-1236974 3105/2923/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/9554/10952/23480/6890/6891/6892
## R-HSA-69615 472/898/11200/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-4608870 50855/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/57154
## R-HSA-8939902 650/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/57154/6772
## R-HSA-5607764 9020/4772/4790/4791/4792/387522/5580/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5971/6500/9040
## R-HSA-5619084 19/21/79139/51009/27248/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-4641258 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-446652 90865/3656/51135/5604/4790/4791/4792/4793/28511/64127/387522/57162/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5781/5783/8767/6288/6500/92610/7186/11274
## R-HSA-5687128 896/2118/2308/3315/8997/4343/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/989
## R-HSA-5632684 132884/2619/2737/23432/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/57154/51684
## R-HSA-1236975 1520/3105/3685/2923/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/9554/10952/23480/6890/6891/6892
## R-HSA-5658442 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5921/10156
## R-HSA-174084 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-9759194 7975/5052/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/6888
## R-HSA-611105 80219/84987/9377/1329/1349/1350/54205/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/6389/6391/7384/7386/27089
## R-HSA-174154 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-2871837 4790/4792/387522/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-9013694 10046/23385/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/22938
## R-HSA-69017 29945/898/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-9755511 1459/7975/5052/5580/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/83667/6500/6888/7353
## R-HSA-8948751 1459/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-195253 5519/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/7088/7089
## R-HSA-68949 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-1474290 649/1306/81578/169044/84570/1280/1281/1282/1284/1285/1286/1290/1294/1296/1298/23127/1520/3914/3918/4015/84695/84171/4314/5033/283208/5034/5339/5351/5352/7837
## R-HSA-8878159 9759/10046/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/57154/22938/8463/10413
## R-HSA-983705 2280/2534/4772/4790/4792/4793/4794/84876/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-174184 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-69202 91768/898/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-202424 4790/4792/387522/5291/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/8767/6500
## R-HSA-174178 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-179419 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-9711123 475/84987/9377/1329/1349/1350/1459/54205/30001/2950/7975/4697/5034/5052/7001/10935/5580/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/83667/6500/6648/6888/7295/7353
## R-HSA-69656 91768/898/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-176409 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-176408 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-176814 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-4086400 1211/23002/50855/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/57154
## R-HSA-109581 57099/598/637/708/8837/54205/23604/8772/355/2934/3006/4000/5339/5580/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/9414/8795/8743/7186/55075/7532
## R-HSA-5357801 57099/598/637/330/708/8837/128866/54205/23604/8772/355/10211/2934/3006/4000/8473/57162/5339/5580/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/9414/8795/8743/7186/55075/7532
## R-HSA-8878166 25/650/2737/9759/4094/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/57154/6772/10413
## R-HSA-6799198 4694/51079/4695/4696/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729
## R-HSA-5689603 723790/83444/4738/8473/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/7046
## R-HSA-157118 488/489/2683/1385/92737/1999/5045/723790/8349/8362/554313/83933/9759/3091/10046/4242/4343/23385/23509/56983/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5986/6500/22938/6484/6772/7088/7089/23286
## R-HSA-5610787 2737/23432/27152/54903/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/51684/7289
## R-HSA-69052 29945/898/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-8852276 5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-382556 21/10057/79139/51009/27248/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-202403 55740/2533/4790/4792/387522/5291/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/8767/6500
## R-HSA-174143 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-453276 29945/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-5358351 51009/27248/132884/2619/2737/23432/27152/54903/5034/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500/57154/51684/7289
## R-HSA-70263 226/2023/2026/92579/2597/2821/4190/4191/5091/5105/5106/5223/5230/8402/7167
## R-HSA-2022090 649/1306/1280/1281/1282/1284/1285/1286/1290/1294/1296/1298/1520/3914/3918/4015/84695/84171/4314/5339/7837
## R-HSA-5621481 2534/9020/4772/4790/4791/4792/387522/5580/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5971/6500/9040
## R-HSA-5683057 284/402/598/815/896/1437/1843/80824/1846/1847/2118/2255/8817/2252/2254/2261/2308/2534/2674/2675/3315/54756/3569/8826/3667/8997/8844/5604/4343/5291/5519/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5781/5921/10156/221002/5863/57139/989/6710/51332
## R-HSA-5684996 284/402/598/815/1437/1843/80824/1846/1847/2255/8817/2252/2254/2261/2534/2674/2675/54756/3569/8826/3667/8844/5604/5291/5519/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5781/5921/10156/221002/5863/57139/6710/51332
## R-HSA-162909 162/6921/2534/3055/3105/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5905/6500/292
## R-HSA-168142 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## R-HSA-168176 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## R-HSA-975871 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## R-HSA-166166 330/1385/1845/1846/8772/2353/3656/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/5519/5781/8767/6288/6500/92610/7186/7187/11274
## R-HSA-937061 330/1385/1845/1846/8772/2353/3656/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/5519/5781/8767/6288/6500/92610/7186/7187/11274
## R-HSA-1650814 649/1306/81578/169044/84570/1280/1281/1282/1284/1285/1286/1290/1294/1296/1298/23127/5033/283208/5034/5351/5352
## R-HSA-168164 330/1385/1845/1846/8772/2353/3656/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/5519/8767/6288/6500/92610/7186/7187/11274
## R-HSA-2454202 2353/2534/4772/4790/4792/387522/5291/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6500
## R-HSA-5673001 284/402/598/815/1437/1843/80824/1846/1847/2255/8817/2252/2254/2261/2534/2674/2675/54756/8826/3667/8844/5604/5291/5519/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5921/10156/221002/5863/57139/6710/51332
## R-HSA-8949613 79135/498/506/514/516/518/9551/10632/10476/522/54927/440574/10651
## R-HSA-975138 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## R-HSA-1474244 176/9510/633/649/650/825/1306/81578/169044/84570/1280/1281/1282/1284/1285/1286/1290/1294/1296/1298/23127/1520/2202/2200/2201/5045/3383/3672/8515/22801/3682/3685/3910/3914/3918/4015/84695/84171/4052/8076/4312/4319/4321/10893/64386/4314/23385/22795/5033/283208/5034/5339/5351/5352/7837/7043/7148/51399
## R-HSA-1257604 1385/1459/8726/1958/2255/8817/2252/2254/2261/2308/2534/2549/8870/90865/51135/3667/55004/10542/79109/4343/80012/5291/8503/5519/55615/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5781/57167/57761
## R-HSA-975155 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## R-HSA-6807070 1459/8726/1958/55004/10542/4343/80012/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/57167
## R-HSA-168181 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## R-HSA-6783783 6347/6364/6348/6352/1435/1437/1440/2919/3627/2920/3576/3383/3569/3976/5743/7133
## R-HSA-8939236 25/723790/8349/8362/554313/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/10413
## R-HSA-917937 48/537/533/527/8992/529/9296/9550/534/79901/2495/3934/57192/4738/6500/4891/10312/7037
## R-HSA-168138 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## R-HSA-71387 10057/176/83440/231/226/8707/10678/93010/2683/8702/633/54480/55501/56548/55790/1464/92126/2023/2026/2132/170384/92579/2597/2799/2239/2821/2997/3038/9955/9394/8692/3795/4125/4190/4191/9060/5091/5105/5106/5210/5211/5214/5223/5230/5256/5261/5315/5519/8402/6513/6482/6484/6888/7167/7360/10090
## R-HSA-1268020 50/498/506/516/54927/51287/10063/80273/150274/197257/10651/4714/26517/10440/100287932/26521/10452/401505/7416
## R-HSA-163210 498/506/514/516/518/9551/10632/10476/522
## R-HSA-2243919 649/1282/1284/1285/1286/4015/84695/84171/7837
## R-HSA-3858494 815/1211/23002/2791/4343/4772/50855/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/57154
## R-HSA-2214320 649/1282/1284/1285/1286/1294/3914/3918
## R-HSA-166058 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## R-HSA-168188 1385/1845/1846/2353/3656/51135/5604/5606/5600/9261/4205/4208/4790/4791/4792/4793/28511/64127/387522/57162/5519/8767/6288/6500/92610/7186/11274
## Count
## R-HSA-1428517 57
## R-HSA-5676590 30
## R-HSA-5607761 30
## R-HSA-449147 107
## R-HSA-1234176 31
## R-HSA-351202 29
## R-HSA-1234174 33
## R-HSA-9020702 42
## R-HSA-350562 26
## R-HSA-1169091 30
## R-HSA-180534 26
## R-HSA-349425 26
## R-HSA-69601 26
## R-HSA-69610 26
## R-HSA-69613 26
## R-HSA-9762114 26
## R-HSA-5668541 38
## R-HSA-5362768 27
## R-HSA-5610785 28
## R-HSA-1236978 25
## R-HSA-163200 43
## R-HSA-69541 27
## R-HSA-5678895 28
## R-HSA-211733 25
## R-HSA-180585 26
## R-HSA-8854050 26
## R-HSA-9604323 26
## R-HSA-174113 26
## R-HSA-8941858 26
## R-HSA-5387390 27
## R-HSA-75815 25
## R-HSA-450408 26
## R-HSA-187577 27
## R-HSA-5610780 27
## R-HSA-5610783 27
## R-HSA-169911 25
## R-HSA-5358346 28
## R-HSA-1168372 32
## R-HSA-69563 28
## R-HSA-69580 28
## R-HSA-450531 33
## R-HSA-4641257 25
## R-HSA-1236974 33
## R-HSA-69615 28
## R-HSA-4608870 27
## R-HSA-8939902 29
## R-HSA-5607764 35
## R-HSA-5619084 30
## R-HSA-4641258 25
## R-HSA-446652 45
## R-HSA-5687128 32
## R-HSA-5632684 31
## R-HSA-1236975 35
## R-HSA-5658442 27
## R-HSA-174084 26
## R-HSA-9759194 29
## R-HSA-611105 34
## R-HSA-174154 26
## R-HSA-2871837 29
## R-HSA-9013694 29
## R-HSA-69017 27
## R-HSA-9755511 33
## R-HSA-8948751 26
## R-HSA-195253 29
## R-HSA-68949 26
## R-HSA-1474290 30
## R-HSA-8878159 31
## R-HSA-983705 34
## R-HSA-174184 26
## R-HSA-69202 28
## R-HSA-202424 31
## R-HSA-174178 26
## R-HSA-179419 26
## R-HSA-9711123 48
## R-HSA-69656 28
## R-HSA-176409 26
## R-HSA-176408 27
## R-HSA-176814 26
## R-HSA-4086400 29
## R-HSA-109581 45
## R-HSA-5357801 50
## R-HSA-8878166 34
## R-HSA-6799198 21
## R-HSA-5689603 30
## R-HSA-157118 53
## R-HSA-5610787 32
## R-HSA-69052 28
## R-HSA-8852276 25
## R-HSA-382556 30
## R-HSA-202403 33
## R-HSA-174143 27
## R-HSA-453276 27
## R-HSA-5358351 38
## R-HSA-70263 15
## R-HSA-2022090 21
## R-HSA-5621481 36
## R-HSA-5683057 65
## R-HSA-5684996 58
## R-HSA-162909 33
## R-HSA-168142 27
## R-HSA-168176 27
## R-HSA-975871 27
## R-HSA-166166 29
## R-HSA-937061 29
## R-HSA-1650814 21
## R-HSA-168164 28
## R-HSA-2454202 33
## R-HSA-5673001 56
## R-HSA-8949613 13
## R-HSA-975138 27
## R-HSA-1474244 58
## R-HSA-1257604 53
## R-HSA-975155 27
## R-HSA-6807070 33
## R-HSA-168181 27
## R-HSA-6783783 16
## R-HSA-8939236 31
## R-HSA-917937 18
## R-HSA-168138 27
## R-HSA-71387 56
## R-HSA-1268020 19
## R-HSA-163210 9
## R-HSA-2243919 9
## R-HSA-3858494 33
## R-HSA-2214320 8
## R-HSA-166058 27
## R-HSA-168188 27head(summary(ego))## Warning in summary(ego): summary method to convert the object to data.frame is
## deprecated, please use as.data.frame instead.## ID
## R-HSA-1428517 R-HSA-1428517
## R-HSA-5676590 R-HSA-5676590
## R-HSA-5607761 R-HSA-5607761
## R-HSA-449147 R-HSA-449147
## R-HSA-1234176 R-HSA-1234176
## R-HSA-351202 R-HSA-351202
## Description
## R-HSA-1428517 The citric acid (TCA) cycle and respiratory electron transport
## R-HSA-5676590 NIK-->noncanonical NF-kB signaling
## R-HSA-5607761 Dectin-1 mediated noncanonical NF-kB signaling
## R-HSA-449147 Signaling by Interleukins
## R-HSA-1234176 Oxygen-dependent proline hydroxylation of Hypoxia-inducible Factor Alpha
## R-HSA-351202 Metabolism of polyamines
## GeneRatio BgRatio pvalue p.adjust qvalue
## R-HSA-1428517 57/1215 178/10891 4.179168e-14 3.165540e-11 2.706926e-11
## R-HSA-5676590 30/1215 59/10891 4.499702e-14 3.165540e-11 2.706926e-11
## R-HSA-5607761 30/1215 60/10891 8.050510e-14 3.775689e-11 3.228678e-11
## R-HSA-449147 107/1215 473/10891 2.330333e-13 7.657373e-11 6.547995e-11
## R-HSA-1234176 31/1215 66/10891 2.721170e-13 7.657373e-11 6.547995e-11
## R-HSA-351202 29/1215 59/10891 3.693002e-13 8.660089e-11 7.405441e-11
## geneID
## R-HSA-1428517 50/498/506/514/516/518/9551/10632/10476/522/80219/84987/9377/1329/1349/1350/54205/1737/2739/2954/3419/3939/3945/4191/4694/51079/4695/4696/4697/4701/4702/4706/4707/4708/4709/4710/4711/4712/4714/4717/4718/4719/4725/4726/4728/4729/5162/5163/5166/54704/6389/6391/9123/7384/7386/27089/7416
## R-HSA-5676590 9020/4791/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5971/6500/9040
## R-HSA-5607761 9020/4791/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5971/6500/9040
## R-HSA-449147 598/6356/6347/6364/6348/6352/1052/23529/1385/1435/1437/1440/2919/3627/2920/3576/1845/1846/2353/2308/2534/3055/3091/3383/3589/3590/3600/3601/3603/132014/51561/90865/3569/3574/3575/3656/51135/3667/3934/3965/3976/4128/5604/5606/5600/9261/4205/4208/4282/4312/4314/4790/4791/4792/4793/28511/64127/4843/9180/5034/27250/387522/57162/5291/8503/5519/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/5743/5781/5783/8767/6095/6288/6500/6648/6772/6775/6888/92610/7133/7186/11274/6935
## R-HSA-1234176 84962/54583/112399/6921/2034/3091/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197
## R-HSA-351202 4946/5682/5683/5684/5685/5687/5688/5689/5699/5690/5691/5692/5693/5695/5696/5698/5704/5707/5717/10213/5708/5709/5715/5720/5721/10197/6303/54498/6723
## Count
## R-HSA-1428517 57
## R-HSA-5676590 30
## R-HSA-5607761 30
## R-HSA-449147 107
## R-HSA-1234176 31
## R-HSA-351202 29#Reactome gene set enrichment test
ego_reactome<-gsePathway(geneList = gene_list,
organism = 'human',
pvalueCutoff = 0.001,
pAdjustMethod = "BH")## preparing geneSet collections...## GSEA analysis...## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize, gseaParam, : There are ties in the preranked stats (0.82% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize,
## gseaParam, : There are duplicate gene names, fgsea may produce unexpected
## results.## Warning in fgseaMultilevel(pathways = pathways, stats = stats, minSize =
## minSize, : For some pathways, in reality P-values are less than 1e-10. You can
## set the `eps` argument to zero for better estimation.## leading edge analysis...## done...summary(ego_reactome)## Warning in summary(ego_reactome): summary method to convert the object to
## data.frame is deprecated, please use as.data.frame instead.## ID Description setSize
## R-HSA-375276 R-HSA-375276 Peptide ligand-binding receptors 27
## R-HSA-372790 R-HSA-372790 Signaling by GPCR 71
## R-HSA-1280215 R-HSA-1280215 Cytokine Signaling in Immune system 135
## R-HSA-449147 R-HSA-449147 Signaling by Interleukins 107
## R-HSA-380108 R-HSA-380108 Chemokine receptors bind chemokines 15
## R-HSA-6783783 R-HSA-6783783 Interleukin-10 signaling 16
## R-HSA-168256 R-HSA-168256 Immune System 280
## R-HSA-500792 R-HSA-500792 GPCR ligand binding 47
## R-HSA-418594 R-HSA-418594 G alpha (i) signalling events 34
## R-HSA-373076 R-HSA-373076 Class A/1 (Rhodopsin-like receptors) 39
## R-HSA-388396 R-HSA-388396 GPCR downstream signalling 61
## R-HSA-162582 R-HSA-162582 Signal Transduction 353
## R-HSA-6785807 R-HSA-6785807 Interleukin-4 and Interleukin-13 signaling 23
## enrichmentScore NES pvalue p.adjust qvalue
## R-HSA-375276 0.8465770 2.615985 1.000000e-10 6.150000e-09 5.684211e-09
## R-HSA-372790 0.6806884 2.535866 1.000000e-10 6.150000e-09 5.684211e-09
## R-HSA-1280215 0.6215666 2.507518 1.000000e-10 6.150000e-09 5.684211e-09
## R-HSA-449147 0.6346534 2.497020 1.000000e-10 6.150000e-09 5.684211e-09
## R-HSA-380108 0.9341342 2.493148 1.000000e-10 6.150000e-09 5.684211e-09
## R-HSA-6783783 0.9071686 2.454107 1.000000e-10 6.150000e-09 5.684211e-09
## R-HSA-168256 0.4745041 2.053689 1.649613e-10 8.695817e-09 8.037212e-09
## R-HSA-500792 0.7200823 2.479253 6.166398e-09 2.844251e-07 2.628833e-07
## R-HSA-418594 0.7607071 2.450610 7.558764e-09 3.099093e-07 2.864374e-07
## R-HSA-373076 0.7371125 2.486134 1.030017e-08 3.800762e-07 3.512899e-07
## R-HSA-388396 0.6583521 2.386703 1.870057e-08 6.273191e-07 5.798071e-07
## R-HSA-162582 0.4155066 1.835825 1.169621e-07 3.596585e-06 3.324187e-06
## R-HSA-6785807 0.7730980 2.299350 7.831441e-07 2.222924e-05 2.054564e-05
## rank leading_edge
## R-HSA-375276 102 tags=70%, list=5%, signal=68%
## R-HSA-372790 273 tags=54%, list=14%, signal=48%
## R-HSA-1280215 246 tags=33%, list=13%, signal=31%
## R-HSA-449147 246 tags=34%, list=13%, signal=31%
## R-HSA-380108 95 tags=87%, list=5%, signal=83%
## R-HSA-6783783 196 tags=100%, list=10%, signal=91%
## R-HSA-168256 252 tags=21%, list=13%, signal=22%
## R-HSA-500792 338 tags=72%, list=17%, signal=61%
## R-HSA-418594 115 tags=50%, list=6%, signal=48%
## R-HSA-373076 133 tags=51%, list=7%, signal=49%
## R-HSA-388396 338 tags=56%, list=17%, signal=48%
## R-HSA-162582 424 tags=33%, list=22%, signal=31%
## R-HSA-6785807 196 tags=61%, list=10%, signal=55%
## core_enrichment
## R-HSA-375276 6372/6374/3576/2921/2919/3627/2920/6364/6750/1910/6356/6348/6347/6354/718/9283/6751/6352/6288
## R-HSA-372790 6372/6374/3576/2921/2919/4314/3627/2920/6364/6750/1910/6356/6348/6347/6354/718/9283/10846/5142/6751/6352/90226/6288/5997/9568/9630/135/9340/5144/7482/5734/1604/2791/9890/8622/5321/1906/1909
## R-HSA-1280215 3576/3569/1440/1437/5617/2919/4314/3627/2920/6364/4843/3934/6356/4312/6348/3055/5743/6347/8740/3589/6648/6352/6288/90865/3976/64127/51561/2537/3604/4502/7133/3965/1435/3575/4792/3383/3656/8638/3600/5971/330/4791/4128/3574
## R-HSA-449147 3576/3569/1440/1437/2919/4314/3627/2920/6364/4843/3934/6356/4312/6348/3055/5743/6347/3589/6648/6352/6288/90865/3976/64127/51561/7133/3965/1435/3575/4792/3383/3656/3600/4791/4128/3574
## R-HSA-380108 6372/6374/3576/2921/2919/3627/2920/6364/6356/6348/6347/6354/6352
## R-HSA-6783783 3576/3569/1440/1437/2919/3627/2920/6364/6348/5743/6347/6352/3976/7133/1435/3383
## R-HSA-168256 3576/3569/1440/1437/5617/2919/4314/3627/2920/6364/4843/3934/54210/5266/6356/4312/6348/3055/5743/6347/7130/8740/3589/6648/629/718/1520/221687/6352/6288/90865/3976/64127/51561/8876/7128/2537/3604/79895/4502/7133/3965/1435/3575/1604/4792/3383/29126/29992/3656/8638/3600/5971/80380/330/4791/4128/3574/6590/23308
## R-HSA-500792 6372/6374/3576/2921/2919/3627/2920/6364/6750/1910/6356/6348/6347/6354/718/9283/6751/6352/90226/6288/9568/135/9340/7482/5734/1604/2791/9890/1906/1909/1236/133/5737/2863
## R-HSA-418594 6372/6374/3576/2921/2919/3627/2920/6364/6750/718/9283/5142/6751/6352/6288/9568/9630
## R-HSA-373076 6372/6374/3576/2921/2919/3627/2920/6364/6750/1910/6356/6348/6347/6354/718/9283/6751/6352/6288/135
## R-HSA-388396 6372/6374/3576/2921/2919/4314/3627/2920/6364/6750/1910/718/9283/10846/5142/6751/6352/6288/5997/9568/9630/135/9340/5144/5734/2791/8622/5321/1906/1909/1236/133/5737/2863
## R-HSA-162582 6372/6374/3576/3569/2921/1437/2919/4314/3627/2920/6364/6750/1910/84870/6356/6348/5105/1999/6347/2675/6354/718/9283/10846/627/9982/5142/6751/6352/90226/1286/2255/650/6288/90865/5997/9568/9630/11197/7128/8870/135/8743/9340/5166/5144/92737/19/7482/2152/5734/1604/4792/1285/29126/6659/3914/5327/26018/7037/3918/2118/7043/2791/330/9890/8622/5321/8362/554313/284/1906/3624/1909/1030/8644/8828/2034/4052/9759/1282/84951/723790/1236/133/390/3910/1281/5737/3728/80824/2863/2252/23286/8767/5163/8349/94240/1846/1284/3667/1843/23002/83478/10409/8503/25/8793/2869/5687/1903/8844/1847/6772/5337/5721
## R-HSA-6785807 3576/3569/4314/4843/3934/6356/4312/5743/6347/6288/3976/51561/7133/3383dotplot(ego,x="GeneRatio",showCategory=20,font.size=6)
dotplot(ego_reactome,x="GeneRatio",showCategory=20,font.size=6)
subset <- ego[ego$Count>=10, asis=T]
cnetplot(ego,categorySize="geneNum",foldChange=geneList)## Scale for size is already present.
## Adding another scale for size, which will replace the existing scale.## Warning: ggrepel: 1 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps
Enrichment plot
filtered_pathway <- subset(fgsea, NES > 2.3)
filt_p <- as.vector(filtered_pathway$pathway)
for (i in filt_p){
plt <- plotEnrichment(pathway = pathway_reactome[[i]],
gseaParam = 1, ticksSize = 0.5, stats= rank) +
labs(title=i) + theme(plot.title = element_text(hjust = 0.5, face="bold"))
print(plt)
}
