Machine

Google Cloud Platform (GCP), 4 vCPUs, 15 GB RAM

Google Cloud Platform (GCP), 8 vCPUs, 30 GB RAM

Google Cloud Platform (GCP), 24 vCPUs, 32 GB RAM

AWS: c5.18xlarge (72 vCPUs, 144 GB RAM)

AWS: m5.24xlarge (96 vCPUs, 384 GiB RAM)

Reference

Sequencing data is of an individual (NA12892) from the 1000 genome project.

http://www.internationalgenome.org/1000-genomes-browsers/

Download analysis datasets (for individual NA12892) from 1000 genome project site

~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR622/SRR622459/SRR622459_1.fastq.gz

~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR622/SRR622459/SRR622459_2.fastq.gz

Directory content

~/gatk-data-ref$ ls -l

-rw-rw-r– 1 ubuntu ubuntu 68029335546 Apr 30 15:50 SRR622459_1.fastq.gz

-rw-rw-r– 1 ubuntu ubuntu 69219443789 Apr 30 15:54 SRR622459_2.fastq.gz

Check data content

~/gatk-data-ref$ zcat SRR622459_1.fastq.gz | head -n 2

@SRR622459.1 1/1

GTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGAGATCGGAAG

~/gatk-data-ref$ zcat SRR622459_2.fastq.gz | head -n 2

@SRR622459.1 1/2

CCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACAGATCGGAAG

Download reference (fasta, fasta index, dictionary) and BWA index (.alt, .amb, .ann, .bwt, .pac and .sa) files

        ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta .

        ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.dict .

        ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.fai .


 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.alt .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.amb .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.ann .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.bwt .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.pac .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.sa .

Additional directory contents

~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 ubuntu ubuntu      581712 Jan  6  2016 Homo_sapiens_assembly38.dict

-rw-rw-r-- 1 ubuntu ubuntu  3249912778 Jan  5  2016 Homo_sapiens_assembly38.fasta

-rw-rw-r-- 1 ubuntu ubuntu      487553 Nov  6 23:47 Homo_sapiens_assembly38.fasta.64.alt

-rw-rw-r-- 1 ubuntu ubuntu       20199 Nov  6 23:47 Homo_sapiens_assembly38.fasta.64.amb

-rw-rw-r-- 1 ubuntu ubuntu      455474 Nov  6 23:47 Homo_sapiens_assembly38.fasta.64.ann

-rw-rw-r-- 1 ubuntu ubuntu  3217347004 Nov  6 23:47 Homo_sapiens_assembly38.fasta.64.bwt

-rw-rw-r-- 1 ubuntu ubuntu   804336731 Nov  6 23:48 Homo_sapiens_assembly38.fasta.64.pac

-rw-rw-r-- 1 ubuntu ubuntu  1608673512 Nov  6 23:48 Homo_sapiens_assembly38.fasta.64.sa

-rw-rw-r-- 1 ubuntu ubuntu      160928 Dec  1  2016 Homo_sapiens_assembly38.fasta.fai

Align the fastq sequences to the reference genome using BWA

Alignment (bwa mem) will lead to a SAM (sequence alignment file) file, that will be converted to a BAM file (samtools view).

~/gatk-data-ref$ bwa mem -M -t 96 -R ‘@RG:SRR622459:Q:illumina:FCC1H7WACXX:NA12892’ Homo_sapiens_assembly38.fasta SRR622459_1.fastq.gz SRR622459_2.fastq.gz | samtools view -Sbh -o SRR622459_1.bam

main] Version: 0.7.17-r1188

[main] CMD: bwa mem -M -t 96 -R @RG:SRR622459:Q:illumina:FCC1H7WACXX:NA12892 Homo_sapiens_assembly38.fasta SRR622459_1.fastq.gz SRR622459_2.fastq.gz

[main] Real time: 22680.497 sec; CPU: 1393622.442 sec

Generate alignment statistics

~/gatk-data-ref$ sambamba flagstat -p SRR622459_1.bam

sambamba 0.6.9 by Artem Tarasov and Pjotr Prins (C) 2012-2019

2467570854 + 0 in total (QC-passed reads + QC-failed reads)

10585005 + 0 secondary

11607447 + 0 supplementary

0 + 0 duplicates

2364732708 + 0 mapped (95.83%:N/A)

2445378402 + 0 paired in sequencing

1222689201 + 0 read1

1222689201 + 0 read2

2254822518 + 0 properly paired (92.21%:N/A)

2313333564 + 0 with itself and mate mapped

29206692 + 0 singletons (1.19%:N/A)

27935066 + 0 with mate mapped to a different chr

16234878 + 0 with mate mapped to a different chr (mapQ>=5)

Additional directory contents

~/gatk-data-ref$ ls -l

-rw-rw-r– 1 ubuntu ubuntu 200710884147 May 2 11:47 SRR622459_1.bam

-rw-rw-r– 1 ubuntu ubuntu 192007490886 May 2 13:42 SRR622459_1.sorted.bam

-rw-rw-r– 1 ubuntu ubuntu 9775584 May 2 14:05 SRR622459_1.sorted.bam.bai

-rw-rw-r– 1 ubuntu ubuntu 4257061759 May 2 15:43 SRR622459_1.sorted.chr20.bam

Sort and index the BAM file

~/gatk-data-ref$ samtools sort -@ 96 -m 3G SRR622459_1.bam -o SRR622459_1.sorted.bam

[bam_sort_core] merging from 192 files and 96 in-memory blocks…

~/gatk-data-ref$ samtools index -@ 96 SRR622459_1.sorted.bam

Additional directory contents

~/gatk-data-ref$ ls -l

-rw-rw-r– 1 ubuntu ubuntu 192007490886 May 2 13:42 SRR622459_1.sorted.bam

-rw-rw-r– 1 ubuntu ubuntu 9775584 May 2 14:05 SRR622459_1.sorted.bam.bai

Validate the BAM file (for GATK analysis)

~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.bam -M SUMMARY -O summary-SRR622459_1.sorted

~/gatk-data-ref$ cat summary-SRR622459_1.sorted

## HISTOGRAM    java.lang.String

Error Type                          Count

ERROR:INVALID_TAG_NM            245,444

Fix the error reported above

~/gatk-data-ref$ gatk SetNmMdAndUqTags -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.bam -O SRR622459_1.sorted.NmMdTqTgs.bam

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

validate the BAM file again and create an index

~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.bam -M SUMMARY -O summary-SRR622459_1.sorted.NmMdTqTgs

[Sat May 04 19:07:58 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 331.75 minutes.

…………..

Tool returned: 0

~/gatk-data-ref$ cat summary-SRR622459_1.sorted.NmMdTqTgs

No errors found

~/gatk-data-ref$ samtools index SRR622459_1.sorted.NmMdTqTgs.bam

Mark duplicates and index the BAM file created

~/gatk-data-ref$ nohup gatk MarkDuplicates -I SRR622459_1.sorted.NmMdTqTgs.bam -O SRR622459_1.sorted.NmMdTqTgs.mdup.bam -M SRR622459_1.sorted.NmMdTqTgs.dupMetrics.txt >& 59_1.fxNm.log &

~/gatk-data-ref$ tail 59_1.fxNm.log

INFO 2019-05-05 05:03:00 MarkDuplicates Written 2,460,000,000 records. Elapsed time: 04:49:32s. Time for last 10,000,000: 36s. Last read position: /

INFO 2019-05-05 05:03:28 MarkDuplicates Before output close freeMemory: 3449009968; totalMemory: 3481796608; maxMemory: 3504865280

INFO 2019-05-05 05:03:28 MarkDuplicates After output close freeMemory: 3456209256; totalMemory: 3481796608; maxMemory: 3504865280

[Sun May 05 05:03:29 UTC 2019] picard.sam.markduplicates.MarkDuplicates done. Elapsed time: 680.30 minutes.

Runtime.totalMemory()=3481796608

Tool returned: 0

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

Running: java -Dsamjdk.use_async_io_read_samtools=false -Dsamjdk.use_async_io_write_samtools=true -Dsamjdk.use_async_io_write_tribble=false -Dsamjdk.compression_level=2 -jar /home/b0d2647/miniconda3/sha re/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar MarkDuplicates -I SRR622459_1.sorted.NmMdTqTgs.bam -O SRR622459_1.sorted.NmMdTqTgs.mdup.bam -M SRR622459_1.sorted.NmMdTqTgs.dupMetrics.txt

~/gatk-data-ref$ head SRR622459_1.sorted.NmMdTqTgs.dupMetrics.txt


LIBRARY UNPAIRED_READS_EXAMINED READ_PAIRS_EXAMINED     SECONDARY_OR_SUPPLEMENTARY_RDS  UNMAPPED_READS  UNPAIRED_READ_DUPLICATES        READ_PAIR_DUPLICATES    READ_PAIR_OPTICAL_DUPLICATES    PERCENT_DUPLICATION  ESTIMATED_LIBRARY_SIZE

Q       29206692        1156666782      22192452        102838146       14050105        58665347        0       0.056085        11013720153

~/gatk-data-ref$ samtools index SRR622459_1.sorted.NmMdTqTgs.bam

Additional directory contents

~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 b0d2647 b0d2647       691071 May  5 05:03 59_1.fxNm.log

-rw-rw-r-- 1 b0d2647 b0d2647 260704633123 May  4 10:23 SRR622459_1.sorted.NmMdTqTgs.bam

-rw-rw-r-- 1 b0d2647 b0d2647      9786952 May  4 18:05 SRR622459_1.sorted.NmMdTqTgs.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647         5565 May  5 05:03 SRR622459_1.sorted.NmMdTqTgs.dupMetrics.txt

-rw-rw-r-- 1 b0d2647 b0d2647 263473284570 May  5 05:03 SRR622459_1.sorted.NmMdTqTgs.mdup.bam

-rw-rw-r-- 1 b0d2647 b0d2647      9817616 May  5 09:59 SRR622459_1.sorted.NmMdTqTgs.mdup.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647           16 May  4 19:07 summary-SRR622459_1.sorted.NmMdTqTgs

Base quality calibration (using gatk BaseReclaibrator and gatk Apply BQSR)

-It takes a long time to calibrate the bases in the entire BAM file.

Extract chromosome 20 from the ‘SRR622459_1.sorted.NmMdTqTgs.bam’ file

~/gatk-data-ref$ samtools view -1 -h -f 2 -T Homo_sapiens_assembly38.fasta SRR622459_1.sorted.NmMdTqTgs.bam chr20 -o SRR622459_1.sorted.NmMdTqTgs.chr20.bam

Validate the BAM file

~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.bam -M SUMMARY -O summary-SRR622459_1.sorted.NmMdTqTgs.chr20

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

[Sat May 04 19:37:55 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 6.59 minutes.

Tool returned:0

~/gatk-data-ref$ cat summary-SRR622459_1.sorted.NmMdTqTgs.chr20

No errors found

Mark duplicates

~/gatk-data-ref$ gatk MarkDuplicates -I SRR622459_1.sorted.NmMdTqTgs.chr20.bam -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam -M SRR622459_1.sorted.NmMdTqTgs.chr20.dupMetrics.txt

[Sat May 04 19:56:06 UTC 2019] picard.sam.markduplicates.MarkDuplicates done. Elapsed time: 15.06 minutes.

Tool returned: 0

####~/gatk-data-ref$ head SRR622459_1.sorted.NmMdTqTgs.chr20.dupMetrics.txt

LIBRARY UNPAIRED_READS_EXAMINED READ_PAIRS_EXAMINED     SECONDARY_OR_SUPPLEMENTARY_RDS  UNMAPPED_READS  UNPAIRED_READ_DUPLICATES        READ_PAIR_DUPLICATES    READ_PAIR_OPTICAL_DUPLICATES    PERCENT_DUPLICATION ESTIMATED_LIBRARY_SIZE
Q       0       24739665        36362   0       0       946419  0       0.038255        315050746

Index the duplicate marked file

~/gatk-data-ref$ samtools index SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam

Additional directory contents

~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 b0d2647 b0d2647   4322154789 May  4 19:28 SRR622459_1.sorted.NmMdTqTgs.chr20.bam

-rw-rw-r-- 1 b0d2647 b0d2647           16 May  4 19:37 summary-SRR622459_1.sorted.NmMdTqTgs.chr20


-rw-rw-r-- 1 b0d2647 b0d2647   5402517968 May  4 19:56 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam

-rw-rw-r-- 1 b0d2647 b0d2647       224144 May  4 21:48 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647         3533 May  4 19:56 SRR622459_1.sorted.NmMdTqTgs.chr20.dupMetrics.txt

Recalibrate the bases using reference SNPs and indels

Download reference SNP and indel reference files (from a google or aws s3 bucket)


~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.dbsnp138.vcf dbsnp138.vcf

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.dbsnp138.vcf.idx dbsnp138.vcf.idx

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.known_indels.vcf.gz hg38.known_indels.vcf.gz

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.known_indels.vcf.gz.tbi hg38.known_indels.vcf.gz.tbi
 
~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Mills_and_1000G_gold_standard.indels.hg38.vcf.gz gold_standard.indels.hg38.vcf.gz

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Mills_and_1000G_gold_standard.indels.hg38.vcf.gz.tbi gold_standard.indels.hg38.vcf.gz.tbi

Additional directory contents

~/gatk-data-ref$ ls -l

-rw-rw-r– 1 b0d2647 b0d2647 10950827213 May 6 02:45 dbsnp138.vcf

-rw-rw-r– 1 b0d2647 b0d2647 12480412 May 6 02:46 dbsnp138.vcf.idx

-rw-rw-r– 1 b0d2647 b0d2647 20685880 May 6 02:48 gold_standard.indels.hg38.vcf.gz

-rw-rw-r– 1 b0d2647 b0d2647 1500013 May 6 02:49 gold_standard.indels.hg38.vcf.gz.tbi

-rw-rw-r– 1 b0d2647 b0d2647 61692306 May 6 02:46 hg38.known_indels.vcf.gz

-rw-rw-r– 1 b0d2647 b0d2647 1567886 May 6 02:47 hg38.known_indels.vcf.gz.tbi

Run gatk BaseRecalibrator (to obtain a recalibration table for chromosome 20)

~/gatk-data-ref$ gatk BaseRecalibrator -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.mdup.bam -L chr20 –known-sites dbsnp138.vcf –known-sites gold_standard.indels.hg38.vcf.gz –known-sites hg38.known_indels.vcf.gz -O SRR622459_1.sorted.NmMdTqTgs.mdup.chr20.recal.table

Run gatk ApplyBQSR

~/gatk-data-ref$ gatk ApplyBQSR -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam -L chr20 –bqsr-recal-file SRR622459_1.sorted.NmMdTqTgs.mdup.chr20.recal.table -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bam

Additional directory contents

~/gatk-data-ref$ ls -l

-rw-rw-r– 1 b0d2647 b0d2647 854260 May 6 15:47 SRR622459_1.sorted.NmMdTqTgs.mdup.chr20.recal.table

-rw-rw-r– 1 b0d2647 b0d2647 224296 May 6 17:07 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bai

-rw-rw-r– 1 b0d2647 b0d2647 4971795310 May 6 17:07 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bam

Call variants using both uncalibrated and calibrated BAM files in a gene of your choice (cholinergic nicotinc receptor alpha 4; chrna4, chr20: 63,343,310..63,375,471) and a chromosomal region (chr20:15,800,000-16,100,000) and

A. Call variants in cholinergic nicotinc receptor alpha 4 (chrna4) gene (chr20: 63,343,310..63,375,471)

A1. Call haplotypes and variants using the base unrecalibrated BAM files (in the region chr20: 63,343,310..63,375,471)

~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam -L chr20:63,343,310-63,375,471 -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf

~/gatk-data-ref$ bcftools stats SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf

# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
# The command line was: bcftools stats  SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf
#
# Definition of sets:
# ID    [2]id   [3]tab-separated file names
ID      0       SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf
# SN, Summary numbers:
#   number of records   .. number of data rows in the VCF
#   number of no-ALTs   .. reference-only sites, ALT is either "." or identical to REF
#   number of SNPs      .. number of rows with a SNP
#   number of MNPs      .. number of rows with a MNP, such as CC>TT
#   number of indels    .. number of rows with an indel
#   number of others    .. number of rows with other type, for example a symbolic allele or
#                          a complex substitution, such as ACT>TCGA
#   number of multiallelic sites     .. number of rows with multiple alternate alleles
#   number of multiallelic SNP sites .. number of rows with multiple alternate alleles, all SNPs
# 
#   Note that rows containing multiple types will be counted multiple times, in each
#   counter. For example, a row with a SNP and an indel increments both the SNP and
#   the indel counter.
# 
# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      83
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         69
SN      0       number of MNPs:                         0
SN      0       number of indels:                       14
SN      0       number of others:                       0
SN      0       number of multiallelic sites:           0
SN      0       number of multiallelic SNP sites:       0

A2. Call haplotypes and variants using the base recalibrated BAM files (in the region chr20: 63,343,310..63,375,471)

~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bam -L chr20:63,343,310-63,375,471 -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf

~/gatk-data-ref$ bcftools stats SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf | less


# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
# The command line was: bcftools stats  SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf
#
# Definition of sets:
# ID    [2]id   [3]tab-separated file names
ID      0       SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf
# SN, Summary numbers:
#   number of records   .. number of data rows in the VCF
#   number of no-ALTs   .. reference-only sites, ALT is either "." or identical to REF
#   number of SNPs      .. number of rows with a SNP
#   number of MNPs      .. number of rows with a MNP, such as CC>TT
#   number of indels    .. number of rows with an indel
#   number of others    .. number of rows with other type, for example a symbolic allele or
#                          a complex substitution, such as ACT>TCGA
#   number of multiallelic sites     .. number of rows with multiple alternate alleles
#   number of multiallelic SNP sites .. number of rows with multiple alternate alleles, all SNPs
# 
#   Note that rows containing multiple types will be counted multiple times, in each
#   counter. For example, a row with a SNP and an indel increments both the SNP and
#   the indel counter.
# 
# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      82
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         68
SN      0       number of MNPs:                         0
SN      0       number of indels:                       14
SN      0       number of others:                       0
SN      0       number of multiallelic sites:           0
SN      0       number of multiallelic SNP sites:       0

A3. Additional directory contents

~/gatk-data-ref$ ls -l

-rw-rw-r-- 1 b0d2647 b0d2647       191882 May  7 15:44 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf

-rw-rw-r-- 1 b0d2647 b0d2647       114617 May  7 15:44 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf.idx


-rw-rw-r-- 1 b0d2647 b0d2647       191642 May  7 15:50 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf

-rw-rw-r-- 1 b0d2647 b0d2647       114623 May  7 15:50 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf.idx

B. Call variants in in a chromosomal region (chr20:15,800,000-16,100,000)

B1. Call haplotypes and variants using the unrecalibrated BAM files (in the region chr20:15,800,000-16,100,000 )

~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam -L chr20:15,800,000-16,100,000 -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf

~/gatk-data-ref$ bcftools stats SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf

# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
# The command line was: bcftools stats  SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf

# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      493
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         402
SN      0       number of MNPs:                         0
SN      0       number of indels:                       91
SN      0       number of others:                       1
SN      0       number of multiallelic sites:           4
SN      0       number of multiallelic SNP sites:       0

B2. Call haplotypes and variants in the recalibrated BAM files (in the region chr20:15,800,000-16,100,000 )

~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bam -L chr20:15,800,000-16,100,000 -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf

~/gatk-data-ref$ bcftools stats SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf | less

# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
# The command line was: bcftools stats  SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf
#
# Definition of sets:
# ID    [2]id   [3]tab-separated file names
ID      0       SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf
# SN, Summary numbers:
#   number of records   .. number of data rows in the VCF
#   number of no-ALTs   .. reference-only sites, ALT is either "." or identical to REF
#   number of SNPs      .. number of rows with a SNP
#   number of MNPs      .. number of rows with a MNP, such as CC>TT
#   number of indels    .. number of rows with an indel
#   number of others    .. number of rows with other type, for example a symbolic allele or
#                          a complex substitution, such as ACT>TCGA
#   number of multiallelic sites     .. number of rows with multiple alternate alleles
#   number of multiallelic SNP sites .. number of rows with multiple alternate alleles, all SNPs
# 
#   Note that rows containing multiple types will be counted multiple times, in each
#   counter. For example, a row with a SNP and an indel increments both the SNP and
#   the indel counter.
# 
# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      489
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         397
SN      0       number of MNPs:                         0
SN      0       number of indels:                       92
SN      0       number of others:                       1
SN      0       number of multiallelic sites:           4
SN      0       number of multiallelic SNP sites:       0

B3. Additional directory contents

~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 b0d2647 b0d2647       275352 May  7 16:33 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf

-rw-rw-r-- 1 b0d2647 b0d2647       118163 May  7 16:33 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf.idx


-rw-rw-r-- 1 b0d2647 b0d2647       274180 May  7 01:33 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf

-rw-rw-r-- 1 b0d2647 b0d2647       118168 May  7 01:33 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf.idx
---
title: "Germline variations in a gene (cholinergic nicotinic receptor alpha 4) and a chromosomal region of an individual"
author: "Bhagirathi Dash"
output: html_notebook
---


## Machine

Google Cloud Platform (GCP), 4 vCPUs, 15 GB RAM

Google Cloud Platform (GCP), 8 vCPUs, 30 GB RAM

Google Cloud Platform (GCP), 24 vCPUs, 32 GB RAM

AWS: c5.18xlarge (72 vCPUs, 144 GB RAM)

AWS: m5.24xlarge (96 vCPUs, 384 GiB RAM)



## Reference

Sequencing data is of an individual (NA12892) from the 1000 genome project.

http://www.internationalgenome.org/1000-genomes-browsers/



## Download analysis datasets (for individual NA12892) from 1000 genome project site

~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR622/SRR622459/SRR622459_1.fastq.gz

~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR622/SRR622459/SRR622459_2.fastq.gz




## Directory content

####     ~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 ubuntu ubuntu 68029335546 Apr 30 15:50 SRR622459_1.fastq.gz

-rw-rw-r-- 1 ubuntu ubuntu 69219443789 Apr 30 15:54 SRR622459_2.fastq.gz



## Check data content



#### ~/gatk-data-ref$ zcat SRR622459_1.fastq.gz | head -n 2

@SRR622459.1 1/1

GTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGTTAGGGAGATCGGAAG


#### ~/gatk-data-ref$ zcat SRR622459_2.fastq.gz | head -n 2

@SRR622459.1 1/2

CCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACCCTAACAGATCGGAAG






## Download reference (fasta, fasta index, dictionary) and BWA index (.alt, .amb, .ann, .bwt, .pac and .sa) files


```
        ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta .

        ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.dict .

        ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.fai .


 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.alt .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.amb .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.ann .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.bwt .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.pac .

 
 ~/gatk-data-ref$ aws s3 cp s3://broad-references/hg38/v0/Homo_sapiens_assembly38.fasta.64.sa .

```



## Additional directory contents

####     ~/gatk-data-ref$ ls -l


```

-rw-rw-r-- 1 ubuntu ubuntu      581712 Jan  6  2016 Homo_sapiens_assembly38.dict

-rw-rw-r-- 1 ubuntu ubuntu  3249912778 Jan  5  2016 Homo_sapiens_assembly38.fasta

-rw-rw-r-- 1 ubuntu ubuntu      487553 Nov  6 23:47 Homo_sapiens_assembly38.fasta.64.alt

-rw-rw-r-- 1 ubuntu ubuntu       20199 Nov  6 23:47 Homo_sapiens_assembly38.fasta.64.amb

-rw-rw-r-- 1 ubuntu ubuntu      455474 Nov  6 23:47 Homo_sapiens_assembly38.fasta.64.ann

-rw-rw-r-- 1 ubuntu ubuntu  3217347004 Nov  6 23:47 Homo_sapiens_assembly38.fasta.64.bwt

-rw-rw-r-- 1 ubuntu ubuntu   804336731 Nov  6 23:48 Homo_sapiens_assembly38.fasta.64.pac

-rw-rw-r-- 1 ubuntu ubuntu  1608673512 Nov  6 23:48 Homo_sapiens_assembly38.fasta.64.sa

-rw-rw-r-- 1 ubuntu ubuntu      160928 Dec  1  2016 Homo_sapiens_assembly38.fasta.fai
```



## Align the fastq sequences to the reference genome using BWA 

Alignment (bwa mem) will lead to a SAM (sequence alignment file) file, that will be converted to a BAM file (samtools view).



####  ~/gatk-data-ref$ bwa mem -M -t 96 -R '@RG\tID:SRR622459\tLB:Q\tPL:illumina\tPU:FCC1H7WACXX\tSM:NA12892' Homo_sapiens_assembly38.fasta SRR622459_1.fastq.gz SRR622459_2.fastq.gz | samtools view -Sbh -o SRR622459_1.bam


main] Version: 0.7.17-r1188

[main] CMD: bwa mem -M -t 96 -R @RG\tID:SRR622459\tLB:Q\tPL:illumina\tPU:FCC1H7WACXX\tSM:NA12892 Homo_sapiens_assembly38.fasta SRR622459_1.fastq.gz SRR622459_2.fastq.gz

[main] Real time: 22680.497 sec; CPU: 1393622.442 sec



## Generate alignment statistics

####  ~/gatk-data-ref$ sambamba flagstat -p SRR622459_1.bam 


sambamba 0.6.9 by Artem Tarasov and Pjotr Prins (C) 2012-2019


```
2467570854 + 0 in total (QC-passed reads + QC-failed reads)

10585005 + 0 secondary

11607447 + 0 supplementary

0 + 0 duplicates

2364732708 + 0 mapped (95.83%:N/A)

2445378402 + 0 paired in sequencing

1222689201 + 0 read1

1222689201 + 0 read2

2254822518 + 0 properly paired (92.21%:N/A)

2313333564 + 0 with itself and mate mapped

29206692 + 0 singletons (1.19%:N/A)

27935066 + 0 with mate mapped to a different chr

16234878 + 0 with mate mapped to a different chr (mapQ>=5)

```

## Additional directory contents

#### ~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 ubuntu ubuntu 200710884147 May  2 11:47 SRR622459_1.bam

-rw-rw-r-- 1 ubuntu ubuntu 192007490886 May  2 13:42 SRR622459_1.sorted.bam

-rw-rw-r-- 1 ubuntu ubuntu      9775584 May  2 14:05 SRR622459_1.sorted.bam.bai

-rw-rw-r-- 1 ubuntu ubuntu   4257061759 May  2 15:43 SRR622459_1.sorted.chr20.bam



## Sort and index the BAM file



####  ~/gatk-data-ref$ samtools sort -@ 96 -m 3G SRR622459_1.bam -o SRR622459_1.sorted.bam 

[bam_sort_core] merging from 192 files and 96 in-memory blocks...



#### ~/gatk-data-ref$ samtools index -@ 96 SRR622459_1.sorted.bam



## Additional directory contents

#### ~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 ubuntu ubuntu 192007490886 May  2 13:42 SRR622459_1.sorted.bam

-rw-rw-r-- 1 ubuntu ubuntu      9775584 May  2 14:05 SRR622459_1.sorted.bam.bai




## Validate the BAM file (for GATK analysis)


####  ~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.bam -M SUMMARY -O summary-SRR622459_1.sorted


###  ~/gatk-data-ref$ cat summary-SRR622459_1.sorted

```
## HISTOGRAM	java.lang.String

Error Type	                        Count

ERROR:INVALID_TAG_NM	        245,444

```



## Fix the error reported above

#### ~/gatk-data-ref$ gatk SetNmMdAndUqTags -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.bam -O SRR622459_1.sorted.NmMdTqTgs.bam

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar




## validate the BAM file again and create an index



#### ~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.bam -M SUMMARY -O summary-SRR622459_1.sorted.NmMdTqTgs


[Sat May 04 19:07:58 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 331.75 minutes.

..............

Tool returned: 0


#### ~/gatk-data-ref$ cat summary-SRR622459_1.sorted.NmMdTqTgs 

No errors found


#### ~/gatk-data-ref$ samtools index SRR622459_1.sorted.NmMdTqTgs.bam




## Mark duplicates and index the BAM file created


#### ~/gatk-data-ref$ nohup gatk MarkDuplicates -I SRR622459_1.sorted.NmMdTqTgs.bam -O SRR622459_1.sorted.NmMdTqTgs.mdup.bam -M SRR622459_1.sorted.NmMdTqTgs.dupMetrics.txt >& 59_1.fxNm.log &

#### ~/gatk-data-ref$ tail 59_1.fxNm.log 

INFO    2019-05-05 05:03:00     MarkDuplicates  Written 2,460,000,000 records.  Elapsed time: 04:49:32s.  Time for last 10,000,000:   36s.  Last read position: */*

INFO    2019-05-05 05:03:28     MarkDuplicates  Before output close freeMemory: 3449009968; totalMemory: 3481796608; maxMemory: 3504865280

INFO    2019-05-05 05:03:28     MarkDuplicates  After output close freeMemory: 3456209256; totalMemory: 3481796608; maxMemory: 3504865280

[Sun May 05 05:03:29 UTC 2019] picard.sam.markduplicates.MarkDuplicates done. Elapsed time: 680.30 minutes.

Runtime.totalMemory()=3481796608

Tool returned:
0

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

Running:
    java -Dsamjdk.use_async_io_read_samtools=false -Dsamjdk.use_async_io_write_samtools=true -Dsamjdk.use_async_io_write_tribble=false -Dsamjdk.compression_level=2 -jar /home/b0d2647/miniconda3/sha
re/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar MarkDuplicates -I SRR622459_1.sorted.NmMdTqTgs.bam -O SRR622459_1.sorted.NmMdTqTgs.mdup.bam -M SRR622459_1.sorted.NmMdTqTgs.dupMetrics.txt



#### ~/gatk-data-ref$ head SRR622459_1.sorted.NmMdTqTgs.dupMetrics.txt 

```

LIBRARY UNPAIRED_READS_EXAMINED READ_PAIRS_EXAMINED     SECONDARY_OR_SUPPLEMENTARY_RDS  UNMAPPED_READS  UNPAIRED_READ_DUPLICATES        READ_PAIR_DUPLICATES    READ_PAIR_OPTICAL_DUPLICATES    PERCENT_DUPLICATION  ESTIMATED_LIBRARY_SIZE

Q       29206692        1156666782      22192452        102838146       14050105        58665347        0       0.056085        11013720153

```


#### ~/gatk-data-ref$ samtools index SRR622459_1.sorted.NmMdTqTgs.bam




## Additional directory contents


#### ~/gatk-data-ref$ ls -l

```

-rw-rw-r-- 1 b0d2647 b0d2647       691071 May  5 05:03 59_1.fxNm.log

-rw-rw-r-- 1 b0d2647 b0d2647 260704633123 May  4 10:23 SRR622459_1.sorted.NmMdTqTgs.bam

-rw-rw-r-- 1 b0d2647 b0d2647      9786952 May  4 18:05 SRR622459_1.sorted.NmMdTqTgs.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647         5565 May  5 05:03 SRR622459_1.sorted.NmMdTqTgs.dupMetrics.txt

-rw-rw-r-- 1 b0d2647 b0d2647 263473284570 May  5 05:03 SRR622459_1.sorted.NmMdTqTgs.mdup.bam

-rw-rw-r-- 1 b0d2647 b0d2647      9817616 May  5 09:59 SRR622459_1.sorted.NmMdTqTgs.mdup.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647           16 May  4 19:07 summary-SRR622459_1.sorted.NmMdTqTgs

```




## Base quality calibration (using gatk BaseReclaibrator and gatk Apply BQSR)

-It takes a long time to calibrate the bases in the entire BAM file.

- We will, hence, recalibrate the bases only in chromosome 20 and call variants in (genes or regions in) chromosome 20. 



## Extract chromosome 20  from the 'SRR622459_1.sorted.NmMdTqTgs.bam' file 


#### ~/gatk-data-ref$ samtools view -1 -h -f 2 -T Homo_sapiens_assembly38.fasta SRR622459_1.sorted.NmMdTqTgs.bam chr20 -o SRR622459_1.sorted.NmMdTqTgs.chr20.bam





## Validate the BAM file

#### ~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.bam -M SUMMARY -O summary-SRR622459_1.sorted.NmMdTqTgs.chr20

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar


[Sat May 04 19:37:55 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 6.59 minutes.

Tool returned:0


#### ~/gatk-data-ref$ cat summary-SRR622459_1.sorted.NmMdTqTgs.chr20

No errors found





## Mark duplicates


#### ~/gatk-data-ref$ gatk MarkDuplicates -I SRR622459_1.sorted.NmMdTqTgs.chr20.bam -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam -M SRR622459_1.sorted.NmMdTqTgs.chr20.dupMetrics.txt


[Sat May 04 19:56:06 UTC 2019] picard.sam.markduplicates.MarkDuplicates done. Elapsed time: 15.06 minutes.

Tool returned: 0



####~/gatk-data-ref$ head SRR622459_1.sorted.NmMdTqTgs.chr20.dupMetrics.txt 



```
LIBRARY UNPAIRED_READS_EXAMINED READ_PAIRS_EXAMINED     SECONDARY_OR_SUPPLEMENTARY_RDS  UNMAPPED_READS  UNPAIRED_READ_DUPLICATES        READ_PAIR_DUPLICATES    READ_PAIR_OPTICAL_DUPLICATES    PERCENT_DUPLICATION ESTIMATED_LIBRARY_SIZE
Q       0       24739665        36362   0       0       946419  0       0.038255        315050746

```




## Index the duplicate marked file

#### ~/gatk-data-ref$ samtools index SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam



## Additional directory contents



#### ~/gatk-data-ref$ ls -l

```

-rw-rw-r-- 1 b0d2647 b0d2647   4322154789 May  4 19:28 SRR622459_1.sorted.NmMdTqTgs.chr20.bam

-rw-rw-r-- 1 b0d2647 b0d2647           16 May  4 19:37 summary-SRR622459_1.sorted.NmMdTqTgs.chr20


-rw-rw-r-- 1 b0d2647 b0d2647   5402517968 May  4 19:56 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam

-rw-rw-r-- 1 b0d2647 b0d2647       224144 May  4 21:48 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647         3533 May  4 19:56 SRR622459_1.sorted.NmMdTqTgs.chr20.dupMetrics.txt


```



## Recalibrate the bases using reference SNPs and indels


#### Download reference SNP and indel reference files (from a google or aws s3 bucket)



```

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.dbsnp138.vcf dbsnp138.vcf

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.dbsnp138.vcf.idx dbsnp138.vcf.idx

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.known_indels.vcf.gz hg38.known_indels.vcf.gz

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.known_indels.vcf.gz.tbi hg38.known_indels.vcf.gz.tbi
 
~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Mills_and_1000G_gold_standard.indels.hg38.vcf.gz gold_standard.indels.hg38.vcf.gz

~/gatk-data-ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Mills_and_1000G_gold_standard.indels.hg38.vcf.gz.tbi gold_standard.indels.hg38.vcf.gz.tbi

```


## Additional directory contents

#### ~/gatk-data-ref$ ls -l

-rw-rw-r-- 1 b0d2647 b0d2647  10950827213 May  6 02:45 dbsnp138.vcf

-rw-rw-r-- 1 b0d2647 b0d2647     12480412 May  6 02:46 dbsnp138.vcf.idx


-rw-rw-r-- 1 b0d2647 b0d2647     20685880 May  6 02:48 gold_standard.indels.hg38.vcf.gz

-rw-rw-r-- 1 b0d2647 b0d2647      1500013 May  6 02:49 gold_standard.indels.hg38.vcf.gz.tbi


-rw-rw-r-- 1 b0d2647 b0d2647     61692306 May  6 02:46 hg38.known_indels.vcf.gz

-rw-rw-r-- 1 b0d2647 b0d2647      1567886 May  6 02:47 hg38.known_indels.vcf.gz.tbi




## Run gatk BaseRecalibrator (to obtain a recalibration table for chromosome 20)


#### ~/gatk-data-ref$ gatk BaseRecalibrator -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.mdup.bam -L chr20 --known-sites dbsnp138.vcf --known-sites gold_standard.indels.hg38.vcf.gz --known-sites hg38.known_indels.vcf.gz -O SRR622459_1.sorted.NmMdTqTgs.mdup.chr20.recal.table




## Run gatk ApplyBQSR

#### ~/gatk-data-ref$ gatk ApplyBQSR -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam -L chr20 --bqsr-recal-file SRR622459_1.sorted.NmMdTqTgs.mdup.chr20.recal.table -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bam



## Additional directory contents

#### ~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 b0d2647 b0d2647     854260 May  6 15:47 SRR622459_1.sorted.NmMdTqTgs.mdup.chr20.recal.table

-rw-rw-r-- 1 b0d2647 b0d2647     224296 May  6 17:07 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bai

-rw-rw-r-- 1 b0d2647 b0d2647 4971795310 May  6 17:07 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bam




## Call variants using both uncalibrated and calibrated BAM files in a gene of your choice (cholinergic nicotinc receptor alpha 4; chrna4, chr20: 63,343,310..63,375,471) and a chromosomal region (chr20:15,800,000-16,100,000) and




## A. Call variants in cholinergic nicotinc receptor alpha 4 (chrna4) gene (chr20: 63,343,310..63,375,471)


### A1. Call haplotypes and variants using the base unrecalibrated BAM files (in the region chr20: 63,343,310..63,375,471)



#### ~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam -L chr20:63,343,310-63,375,471 -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf


#### ~/gatk-data-ref$ bcftools stats SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf

```
# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
# The command line was: bcftools stats  SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf
#
# Definition of sets:
# ID    [2]id   [3]tab-separated file names
ID      0       SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf
# SN, Summary numbers:
#   number of records   .. number of data rows in the VCF
#   number of no-ALTs   .. reference-only sites, ALT is either "." or identical to REF
#   number of SNPs      .. number of rows with a SNP
#   number of MNPs      .. number of rows with a MNP, such as CC>TT
#   number of indels    .. number of rows with an indel
#   number of others    .. number of rows with other type, for example a symbolic allele or
#                          a complex substitution, such as ACT>TCGA
#   number of multiallelic sites     .. number of rows with multiple alternate alleles
#   number of multiallelic SNP sites .. number of rows with multiple alternate alleles, all SNPs
# 
#   Note that rows containing multiple types will be counted multiple times, in each
#   counter. For example, a row with a SNP and an indel increments both the SNP and
#   the indel counter.
# 
# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      83
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         69
SN      0       number of MNPs:                         0
SN      0       number of indels:                       14
SN      0       number of others:                       0
SN      0       number of multiallelic sites:           0
SN      0       number of multiallelic SNP sites:       0

```


### A2. Call haplotypes and variants using the base recalibrated BAM files (in the region chr20: 63,343,310..63,375,471)



#### ~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bam -L chr20:63,343,310-63,375,471 -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf


#### ~/gatk-data-ref$ bcftools stats SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf | less

```

# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
# The command line was: bcftools stats  SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf
#
# Definition of sets:
# ID    [2]id   [3]tab-separated file names
ID      0       SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf
# SN, Summary numbers:
#   number of records   .. number of data rows in the VCF
#   number of no-ALTs   .. reference-only sites, ALT is either "." or identical to REF
#   number of SNPs      .. number of rows with a SNP
#   number of MNPs      .. number of rows with a MNP, such as CC>TT
#   number of indels    .. number of rows with an indel
#   number of others    .. number of rows with other type, for example a symbolic allele or
#                          a complex substitution, such as ACT>TCGA
#   number of multiallelic sites     .. number of rows with multiple alternate alleles
#   number of multiallelic SNP sites .. number of rows with multiple alternate alleles, all SNPs
# 
#   Note that rows containing multiple types will be counted multiple times, in each
#   counter. For example, a row with a SNP and an indel increments both the SNP and
#   the indel counter.
# 
# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      82
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         68
SN      0       number of MNPs:                         0
SN      0       number of indels:                       14
SN      0       number of others:                       0
SN      0       number of multiallelic sites:           0
SN      0       number of multiallelic SNP sites:       0

```


### A3. Additional directory contents

#### ~/gatk-data-ref$ ls -l


```
-rw-rw-r-- 1 b0d2647 b0d2647       191882 May  7 15:44 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf

-rw-rw-r-- 1 b0d2647 b0d2647       114617 May  7 15:44 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.chrna4.vcf.idx


-rw-rw-r-- 1 b0d2647 b0d2647       191642 May  7 15:50 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf

-rw-rw-r-- 1 b0d2647 b0d2647       114623 May  7 15:50 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.chrna4.vcf.idx
```







## B. Call variants in in a chromosomal region (chr20:15,800,000-16,100,000)


### B1. Call haplotypes and variants using the unrecalibrated BAM files (in the region chr20:15,800,000-16,100,000 )



#### ~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.bam -L chr20:15,800,000-16,100,000 -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf


#### ~/gatk-data-ref$ bcftools stats SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf

```
# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
# The command line was: bcftools stats  SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf

# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      493
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         402
SN      0       number of MNPs:                         0
SN      0       number of indels:                       91
SN      0       number of others:                       1
SN      0       number of multiallelic sites:           4
SN      0       number of multiallelic SNP sites:       0

```


### B2. Call haplotypes and variants in the recalibrated BAM files (in the region chr20:15,800,000-16,100,000 )

#### ~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.bam -L chr20:15,800,000-16,100,000 -O SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf


#### ~/gatk-data-ref$ bcftools stats SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf | less

```
# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
# The command line was: bcftools stats  SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf
#
# Definition of sets:
# ID    [2]id   [3]tab-separated file names
ID      0       SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf
# SN, Summary numbers:
#   number of records   .. number of data rows in the VCF
#   number of no-ALTs   .. reference-only sites, ALT is either "." or identical to REF
#   number of SNPs      .. number of rows with a SNP
#   number of MNPs      .. number of rows with a MNP, such as CC>TT
#   number of indels    .. number of rows with an indel
#   number of others    .. number of rows with other type, for example a symbolic allele or
#                          a complex substitution, such as ACT>TCGA
#   number of multiallelic sites     .. number of rows with multiple alternate alleles
#   number of multiallelic SNP sites .. number of rows with multiple alternate alleles, all SNPs
# 
#   Note that rows containing multiple types will be counted multiple times, in each
#   counter. For example, a row with a SNP and an indel increments both the SNP and
#   the indel counter.
# 
# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      489
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         397
SN      0       number of MNPs:                         0
SN      0       number of indels:                       92
SN      0       number of others:                       1
SN      0       number of multiallelic sites:           4
SN      0       number of multiallelic SNP sites:       0

```

### B3. Additional directory contents

#### ~/gatk-data-ref$ ls -l

```

-rw-rw-r-- 1 b0d2647 b0d2647       275352 May  7 16:33 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf

-rw-rw-r-- 1 b0d2647 b0d2647       118163 May  7 16:33 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.15m800k-16M100k.vcf.idx


-rw-rw-r-- 1 b0d2647 b0d2647       274180 May  7 01:33 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf

-rw-rw-r-- 1 b0d2647 b0d2647       118168 May  7 01:33 SRR622459_1.sorted.NmMdTqTgs.chr20.mdup.recal.15m800k-16M100k.vcf.idx

```

