Analysis of whole exome of an individual (HG02759) from the 1000 genome project
Bhagirathi Dash
A1. References and resources
We will analyze the exome sequence of an individual (HG02759).
1000_genome_HG02759
Machine
Google Cloud Platform (GCP), 4 vCPUs, 15 GB
Google Cloud Platform (GCP), 24 vCPUs, 32 GB
A2. Download analysis datasets (the fastq files)
~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR250/ERR250410/ERR250410_1.fastq.gz
Continuing in background, pid 3644.
~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR250/ERR250409/ERR250409_2.fastq.gz
Continuing in background, pid 3664.
~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR250/ERR250409/ERR250409_1.fastq.gz
Continuing in background, pid 3666.
~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR250/ERR250410/ERR250410_2.fastq.gz
Continuing in background, pid 3679.
Directory contents
~/gatk-data-ref$ ls -l
-rw-rw-r– 1 b0d2647 b0d2647 2323935206 Apr 25 23:22 ERR250409_1.fastq.gz
-rw-rw-r– 1 b0d2647 b0d2647 2340353386 Apr 25 23:25 ERR250409_2.fastq.gz
-rw-rw-r– 1 b0d2647 b0d2647 2298503669 Apr 25 23:19 ERR250410_1.fastq.gz
-rw-rw-r– 1 b0d2647 b0d2647 2313000285 Apr 25 23:21 ERR250410_2.fastq.gz
A3. Dwonload the refrence and/or genome files (from the GATK resources bundle maintained by Broad Institure in a google bucket)
~/gatk_data_ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.fasta ./
Copying gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.fasta…
~/gatk_data_ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.dict ./
Copying gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.dict…
~/gatk_data_ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.fasta.fai ./
Copying gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.fasta.fai…
Additional directory contents
~/gatk-data-ref$ ls -l
-rw-rw-r– 1 b0d2647 b0d2647 581712 Apr 20 13:42 Homo_sapiens_assembly38.dict
-rw-rw-r– 1 b0d2647 b0d2647 3249912778 Apr 20 13:44 Homo_sapiens_assembly38.fasta
-rw-rw-r– 1 b0d2647 b0d2647 160928 Apr 20 16:47 Homo_sapiens_assembly38.fasta.fai
A4. Make a BWA index of the human genome
~/gatk_data_ref$ bwa index -a bwtsw Homo_sapiens_assembly38.fasta
[bwa_index] Pack FASTA… 30.70 sec
[bwa_index] Construct BWT for the packed sequence…
[BWTIncCreate] textLength=6434693834, availableWord=464768632
[BWTIncConstructFromPacked] 10 iterations done. 99999994 characters processed.
………….
[BWTIncConstructFromPacked] 710 iterations done. 6432978554 characters processed.
[bwt_gen] Finished constructing BWT in 711 iterations.
[bwa_index] 4734.94 seconds elapse.
[bwa_index] Update BWT… 23.36 sec
[bwa_index] Pack forward-only FASTA… 22.12 sec
[bwa_index] Construct SA from BWT and Occ… 2665.77 sec
[main] Version: 0.7.17-r1188
[main] CMD: bwa index -a bwtsw Homo_sapiens_assembly38.fasta
[main] Real time: 7558.780 sec; CPU: 7476.896 sec
Additional directory contents
~/gatk-data-ref$ ls -l
-rw-rw-r– 1 b0d2647 b0d2647 487553 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.alt
-rw-rw-r– 1 b0d2647 b0d2647 20199 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.amb
-rw-rw-r– 1 b0d2647 b0d2647 455474 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.ann
-rw-rw-r– 1 b0d2647 b0d2647 3217347004 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.bwt
-rw-rw-r– 1 b0d2647 b0d2647 804336731 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.pac
-rw-rw-r– 1 b0d2647 b0d2647 1608673512 Apr 21 22:50 Homo_sapiens_assembly38.fasta.64.sa
A5. Align the 1st pair of sequences to the reference genome using Burrows-Wheeler Aligner (BWA)
Note: It is important to assign read groups (RG) to the sequences
~/gatk-data-ref$ bwa mem -M -t 24 -R ‘@RG:ERR250409:Z:illumina:FCC1HA8ACXX:HG02759’ Homo_sapiens_assembly38.fasta ERR250409_1.fastq.gz ERR250409_2.fastq.gz | samtools view -Sbh | samtools sort -o ERR250409_1.bam - && samtools index ERR250409_1.bam && samtools flagstat ERR250409_1.bam
[main] Version: 0.7.17-r1188
………..
[main] Real time: 1838.639 sec; CPU: 13638.797 sec
[bam_sort_core] merging from 18 files and 1 in-memory blocks…
50811344 + 0 in total (QC-passed reads + QC-failed reads)
69375 + 0 secondary
146811 + 0 supplementary
0 + 0 duplicates
50698147 + 0 mapped (99.78% : N/A)
50595158 + 0 paired in sequencing
25297579 + 0 read1
25297579 + 0 read2
49957046 + 0 properly paired (98.74% : N/A)
50369978 + 0 with itself and mate mapped
111983 + 0 singletons (0.22% : N/A)
264496 + 0 with mate mapped to a different chr
197645 + 0 with mate mapped to a different chr (mapQ>=5)
A6. Validate the BAM file
~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR250409_1.bam -M SUMMARY -O summary_ERR250409_1
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar
………………
INFO 2019-04-26 20:42:47 SamFileValidator Validated Read 10,000,000 records. Elapsed time: 00:03:10s. Time for last 10,000,000: 188s. Last read position: chr3:46,464,846
………………….
INFO 2019-04-26 20:55:16 SamFileValidator Validated Read 50,000,000 records. Elapsed time: 00:15:39s. Time for last 10,000,000: 191s. Last read position: chrX:136,689,677
[Fri Apr 26 20:57:28 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 17.89 minutes.
Tool returned: 3
~/gatk-data-ref$ cat summary_ERR250409_1
## HISTOGRAM java.lang.String
Error Type Count
ERROR:INVALID_TAG_NM 126
A7. Mark duplicates
~/gatk-data-ref$ gatk MarkDuplicates -I ERR250409_1.bam -O ERR250409_1.mdup.bam -M ERR250409_1.dupMetrics.txt
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar
…………….
INFO 2019-04-26 22:52:41 MarkDuplicates Reading input file and constructing read end information.
INFO 2019-04-26 22:52:41 MarkDuplicates Will retain up to 27158498 data points before spilling to disk.
WARNING 2019-04-26 22:52:41 AbstractOpticalDuplicateFinderCommandLineProgram A field field parsed out of a read name was expected to contain an integ er and did not. Read name: ERR250409.2131079. Cause: String ‘ERR250409.2131079’ did not start with a parsable number.
INFO 2019-04-26 22:52:49 MarkDuplicates Read 1,000,000 records. Elapsed time: 00:00:07s. Time for last 1,000,000: 7s. Last read position: chr1 :32,684,321
……………..
A8. Fix the error using samtools calmd
~/gatk-data-ref$ samtools calmd -bAr ERR250409_1.mdup.bam Homo_sapiens_assembly38.fasta > ERR250409_1.mdup.calmd.bam
………….
[bam_fillmd1] different MD for read ‘ERR250409.7315962’: ‘29G3G4G0A28’ -> ‘29G3G4G0A27N0’
[bam_fillmd1] different NM for read ‘ERR250409.919291’: 7 -> 8
[bam_fillmd1] different MD for read ‘ERR250409.919291’: ‘24G0G11A8G19’ -> ‘24G0G11A8G18N0’
A9. Again validate the bam file
~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR250409_1.mdup.calmd.bam -M SUMMARY -O summary_ERR250409_1.mdup.calmd
A10. Index the error-fixed BAM file
~/gatk-data-ref$ samtools index ERR250409_1.mdup.calmd.bam
A11. Run gatk HaplotypeCaller
~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I ERR250409_1.mdup.calmd.bam -L chr20:15,800,000-16,100,000 -O ERR250409_1.mdup.calmd.vcf
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar
………
11 read(s) filtered by: (((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter)
5 read(s) filtered by: ((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter)
5 read(s) filtered by: (MappingQualityReadFilter AND MappingQualityAvailableReadFilter)
5 read(s) filtered by: MappingQualityReadFilter
6 read(s) filtered by: NotSecondaryAlignmentReadFilter
291 read(s) filtered by: NotDuplicateReadFilter
00:10:27.058 INFO ProgressMeter - chr20:16097167 0.0 1019 67039.5
00:10:27.058 INFO ProgressMeter - Traversal complete. Processed 1019 total regions in 0.0 minutes.
A12. Generare short variant (i.e., SNPs and indels) statistics
~/gatk-data-ref$ bcftools stats ERR250409_1.mdup.calmd.vcf
# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
................
# SN [2]id [3]key [4]value
SN 0 number of samples: 1
SN 0 number of records: 6
SN 0 number of no-ALTs: 0
SN 0 number of SNPs: 6
SN 0 number of MNPs: 0
SN 0 number of indels: 0
SN 0 number of others: 0
SN 0 number of multiallelic sites: 0
SN 0 number of multiallelic SNP sites: 0
A13. Additional directory contents
~/gatk-data-ref$ ls -l
-rw-rw-r– 1 b0d2647 b0d2647 4098346475 Apr 26 20:28 ERR250409_1.bam
-rw-rw-r– 1 b0d2647 b0d2647 4863928 Apr 26 20:30 ERR250409_1.bam.bai
-rw-rw-r– 1 b0d2647 b0d2647 3388 Apr 26 23:03 ERR250409_1.dupMetrics.txt
-rw-rw-r– 1 b0d2647 b0d2647 4473831499 Apr 26 23:45 ERR250409_1.mdup.calmd.bam
-rw-rw-r– 1 b0d2647 b0d2647 4924784 Apr 27 00:06 ERR250409_1.mdup.calmd.bam.bai
-rw-rw-r– 1 b0d2647 b0d2647 176201 Apr 27 00:10 ERR250409_1.mdup.calmd.vcf
-rw-rw-r– 1 b0d2647 b0d2647 114173 Apr 27 00:10 ERR250409_1.mdup.calmd.vcf.idx
-rw-rw-r– 1 b0d2647 b0d2647 75 Apr 26 20:57 summary_ERR250409_1
-rw-rw-r– 1 b0d2647 b0d2647 16 Apr 26 23:52 summary_ERR250409_1_mdup_calmd
ALIGN AND ANALYZE THE 2ND PAIR OF FASTQ SEQUENCES
B1. Align the 2nd pair of fastq sequences to the reference genome using BWA
Fastq file contents
~/gatk-data-ref$ zcat ERR250410_1.fastq.gz | head -n 2
@ERR250410.1 FCC1HA8ACXX:5:1101:1137:1984/1
NTGTAAGTTTTTCTAGGTTATACCACTTTCCAGTGATGACACTTTTTATATTTTGTTATATTTTACTTTAATTGAAGCAAAGTGTGTTTATTCAATCCAG
~/gatk-data-ref$ zcat ERR250410_2.fastq.gz | head -n 2
@ERR250410.1 FCC1HA8ACXX:5:1101:1137:1984/2
GGCGATAAGAATTCCTTTCTGCCTCCTTGGCTAGAGTTGACACCTAAAAACAAAGAACACTGGATTGAATAAACACACTTTGCTTCAATTAAAGTAAAAN
~/gatk-data-ref$ bwa mem -M -t 24 -R ‘@RG:ERR250410:Z:illumina:FCC1HA8ACXX:HG02759’ Homo_sapiens_assembly38.fasta ERR250410_1.fastq.gz ERR250410_2.fastq.gz | samtools view -Sbh | samtools sort -o ERR250410_1.bam - && samtools index ERR250410_1.bam && samtools flagstat ERR250410_1.bam
[main] Version: 0.7.17-r1188
[main] Real time: 749.341 sec; CPU: 11054.613 sec
[bam_sort_core] merging from 18 files and 1 in-memory blocks…
50236521 + 0 in total (QC-passed reads + QC-failed reads)
66906 + 0 secondary
145409 + 0 supplementary
0 + 0 duplicates
50129724 + 0 mapped (99.79% : N/A)
50024206 + 0 paired in sequencing
25012103 + 0 read1
25012103 + 0 read2
49407778 + 0 properly paired (98.77% : N/A)
49811632 + 0 with itself and mate mapped
105777 + 0 singletons (0.21% : N/A)
258056 + 0 with mate mapped to a different chr
194027 + 0 with mate mapped to a different chr (mapQ>=5)B2. Validate the BAM file
~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR250410_1.bam -M SUMMARY -O summary_ERR250410_1
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar
………………………
INFO 2019-04-27 23:33:34 SamFileValidator Validated Read 10,000,000 records. Elapsed time: 00:01:35s. Time for last 10,000,000: 94s. Last read position: chr3:48,974,785
…………………………
INFO 2019-04-27 23:39:56 SamFileValidator Validated Read 50,000,000 records. Elapsed time: 00:07:57s. Time for last 10,000,000: 98s. Last read position: chrUn_GL000224v1:55,172
[Sat Apr 27 23:40:56 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 8.98 minutes.
……………..
~/gatk-data-ref$ cat summary_ERR250410_1
## HISTOGRAM java.lang.String
Error Type Count
ERROR:INVALID_TAG_NM 107
B3. Fix the error
~/gatk-data-ref$ samtools calmd -bAr ERR250410_1.bam Homo_sapiens_assembly38.fasta > ERR250410_1.calmd.bam
…………….
[bam_fillmd1] different MD for read ‘ERR250410.1310767’: ‘99G0’ -> ‘99N0’
[bam_fillmd1] different NM for read ‘ERR250410.22770451’: 3 -> 4
[bam_fillmd1] different MD for read ‘ERR250410.22770451’: ‘34T29T1A19’ -> ‘34T29T1A18N0’
B4. Validate again after the fix
~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR250410_1.calmd.bam -M SUMMARY -O summary_ERR250410_1_calmd
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar
……….
INFO 2019-04-28 00:45:36 SamFileValidator Validated Read 50,000,000 records. Elapsed time: 00:05:51s. Time for last 10,000,000: 70s. Last read position: chrUn_GL000224v1:55,172
[Sun Apr 28 00:45:39 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 5.91 minutes.
….
Tool returned: 0
~/gatk-data-ref$ cat summary_ERR250410_1_calmd
No errors found
B5. Mark Duplicates on the error-fixed bam file
~/gatk-data-ref$ gatk MarkDuplicates -I ERR250410_1.calmd.bam -O ERR250410_1.calmd.mdup.bam -M ERR250410_1.calmd.dupMetrics.txt
…………
INFO 2019-04-28 02:28:18 SortingCollection Creating merging iterator from 2 files
………………
INFO 2019-04-28 02:28:33 MarkDuplicates Marking 6017225 records as duplicates.
INFO 2019-04-28 02:28:33 MarkDuplicates Found 0 optical duplicate clusters.
INFO 2019-04-28 02:28:33 MarkDuplicates Reads are assumed to be ordered by: coordinate
INFO 2019-04-28 02:29:16 MarkDuplicates Written 10,000,000 records. Elapsed time: 00:00:42s. Time for last 10,000,000: 42s. Last read position: chr3:48,974,785
……………………..
INFO 2019-04-28 02:32:13 MarkDuplicates Written 50,000,000 records. Elapsed time: 00:03:39s. Time for last 10,000,000: 45s. Last read position: chrUn_GL000224v1:55,172
[Sun Apr 28 02:32:15 UTC 2019] picard.sam.markduplicates.MarkDuplicates done. Elapsed time: 11.17 minutes.
B6. Index the BAM file
samtools index ERR250410_1.calmd.mdup.bam
B7. Run gatk HaplotypeCaller
~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I ERR250410_1.calmd.mdup.bam -L chr20:15,800,000-16,100,000 -O ERR250410_1.calmd.mdup.vcf
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar
………………..
02:43:51.330 INFO HaplotypeCaller -
239 read(s) filtered by: ((((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter) AND GoodCigarReadFilter) AND WellformedReadFilter)
239 read(s) filtered by: (((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter) AND GoodCigarReadFilter)
239 read(s) filtered by: ((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter)
239 read(s) filtered by: (((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter)
239 read(s) filtered by: ((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter)
14 read(s) filtered by: (((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter)
10 read(s) filtered by: ((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter)
10 read(s) filtered by: (MappingQualityReadFilter AND MappingQualityAvailableReadFilter)
10 read(s) filtered by: MappingQualityReadFilter
4 read(s) filtered by: NotSecondaryAlignmentReadFilter
225 read(s) filtered by: NotDuplicateReadFilter02:43:51.330 INFO ProgressMeter - chr20:16097434 0.0 1018 66103.9
02:43:51.331 INFO ProgressMeter - Traversal complete. Processed 1018 total regions in 0.0 minutes.
…………
B8. Report the short varinats (SNPs and indels)
~/gatk-data-ref$ bcftools stats ERR250410_1.calmd.mdup.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 ERR250410_1.calmd.mdup.vcf
............
# SN [2]id [3]key [4]value
SN 0 number of samples: 1
SN 0 number of records: 3
SN 0 number of no-ALTs: 0
SN 0 number of SNPs: 3
SN 0 number of MNPs: 0
SN 0 number of indels: 0
SN 0 number of others: 0
SN 0 number of multiallelic sites: 0
SN 0 number of multiallelic SNP sites: 0
B9. Additional directory contents
~/gatk-data-ref$ ls -l
-rw-rw-r– 1 b0d2647 b0d2647 4051442816 Apr 27 23:25 ERR250410_1.bam
-rw-rw-r– 1 b0d2647 b0d2647 4857904 Apr 27 23:25 ERR250410_1.bam.bai
-rw-rw-r– 1 b0d2647 b0d2647 4375560628 Apr 28 00:36 ERR250410_1.calmd.bam
-rw-rw-r– 1 b0d2647 b0d2647 3405 Apr 28 02:32 ERR250410_1.calmd.dupMetrics.txt
-rw-rw-r– 1 b0d2647 b0d2647 5961522938 Apr 28 02:32 ERR250410_1.calmd.mdup.bam
-rw-rw-r– 1 b0d2647 b0d2647 5031664 Apr 28 02:37 ERR250410_1.calmd.mdup.bam.bai
-rw-rw-r– 1 b0d2647 b0d2647 175663 Apr 28 02:43 ERR250410_1.calmd.mdup.vcf
-rw-rw-r– 1 b0d2647 b0d2647 114173 Apr 28 02:43 ERR250410_1.calmd.mdup.vcf.idx
-rw-rw-r– 1 b0d2647 b0d2647 75 Apr 27 23:40 summary_ERR250410_1
-rw-rw-r– 1 b0d2647 b0d2647 16 Apr 28 00:45 summary_ERR250410_1_calmd
Combine both bam files and analyze for short variant discovery
C1. Merge the BAM files
~/gatk-data-ref$ gatk MergeSamFiles -I ERR250409_1.mdup.calmd.bam -I ERR250410_1.calmd.bam -O ERR25040910.calmd.bam
…………
INFO 2019-04-28 01:22:30 MergeSamFiles Processed 101,000,000 records. Elapsed time: 00:06:38s. Time for last 1,000,000: 5s. Last read position: chrUn_JTFH01000017v1_decoy:2,507
INFO 2019-04-28 01:22:31 MergeSamFiles Finished reading inputs.
[Sun Apr 28 01:22:31 UTC 2019] picard.sam.MergeSamFiles done. Elapsed time: 6.66 minutes.
C2. Mark duplicates
~/gatk-data-ref$ gatk MarkDuplicates -I ERR25040910.calmd.bam -O ERR25040910.calmd.mdup.bam -M ERR25040910.calmd.dupMetrics.txt
INFO 2019-04-28 01:46:43 MarkDuplicates Read 101045631 records. 0 pairs never matched.
……………..
INFO 2019-04-28 01:47:17 MarkDuplicates Will retain up to 236666880 duplicate indices before spilling to disk.
…………..
INFO 2019-04-28 01:47:18 SortingCollection Creating merging iterator from 2 files
……………….
INFO 2019-04-28 01:47:40 SortingCollection Creating merging iterator from 4 files
………….
INFO 2019-04-28 01:48:11 MarkDuplicates Marking 22068400 records as duplicates.
INFO 2019-04-28 01:48:11 MarkDuplicates Found 0 optical duplicate clusters.
INFO 2019-04-28 01:48:11 MarkDuplicates Reads are assumed to be ordered by: coordinate
INFO 2019-04-28 01:48:53 MarkDuplicates Written 10,000,000 records. Elapsed time: 00:00:41s. Time for last 10,000,000: 41s. Last read position: chr1:236,548,265
………………….
INFO 2019-04-28 01:55:18 MarkDuplicates Written 100,000,000 records. Elapsed time: 00:07:06s. Time for last 10,000,000: 43s. Last read position: chrY:12,915,859
………..
C3. Validate the BAM file again after merging and marking duplicates
~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR25040910.calmd.mdup.bam -M SUMMARY -O summary_ERR25040910.calmd.mdup
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar
……………….
Tool returned:0
~/gatk-data-ref$ cat summary_ERR25040910.calmd.mdup
No errors found
C4. Index the bam file
~/gatk-data-ref$ samtools index ERR25040910.calmd.mdup.bam
C5. Run Haplotypecaller
~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I ERR25040910.calmd.mdup.bam -L chr20:15,800,000-16,100,000 -O ERR25040910.calmd.mdup.vcf
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar
02:35:08.952 INFO HaplotypeCaller -
962 read(s) filtered by: ((((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter) AND GoodCigarReadFilter) AND WellformedReadFilter)
962 read(s) filtered by: (((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSe condaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter) AND GoodCigarReadFilter)
962 read(s) filtered by: ((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter)
962 read(s) filtered by: (((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter)
962 read(s) filtered by: ((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter)AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter)
25 read(s) filtered by: (((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter)
15 read(s) filtered by: ((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter)
15 read(s) filtered by: (MappingQualityReadFilter AND MappingQualityAvailableReadFilter)
15 read(s) filtered by: MappingQualityReadFilter
10 read(s) filtered by: NotSecondaryAlignmentReadFilter
937 read(s) filtered by: NotDuplicateReadFilter 02:35:08.953 INFO ProgressMeter - chr20:16097734 0.0 1027 48367.3
02:35:08.953 INFO ProgressMeter - Traversal complete. Processed 1027 total regions in 0.0 minutes.
C6. Report short variant (SNPs and indels) statistics
~/gatk-data-ref$ bcftools stats ERR25040910.calmd.mdup.vcf
# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.
....................
# SN [2]id [3]key [4]value
SN 0 number of samples: 1
SN 0 number of records: 8
SN 0 number of no-ALTs: 0
SN 0 number of SNPs: 8
SN 0 number of MNPs: 0
SN 0 number of indels: 0
SN 0 number of others: 0
SN 0 number of multiallelic sites: 0
SN 0 number of multiallelic SNP sites: 0
C7. Additional directory contents
~/gatk-data-ref$ ls -l
-rw-rw-r– 1 b0d2647 b0d2647 11820454094 Apr 28 01:22 ERR25040910.calmd.bam
-rw-rw-r– 1 b0d2647 b0d2647 3431 Apr 28 01:55 ERR25040910.calmd.dupMetrics.txt
-rw-rw-r– 1 b0d2647 b0d2647 176651 Apr 28 02:35 ERR25040910.calmd.mdup.vcf
-rw-rw-r– 1 b0d2647 b0d2647 114173 Apr 28 02:35 ERR25040910.calmd.mdup.vcf.idx
-rw-rw-r– 1 b0d2647 b0d2647 0 Apr 28 02:30 summary_ERR25040910.calmd.mdup
---
title: "Analysis of whole exome of an individual (HG02759) from the 1000 genome project"
author: "Bhagirathi Dash"
output: html_notebook
---


## A1. References and resources

#### We will analyze the exome sequence of an individual (HG02759).

![1000_genome_HG02759](hg02759exome.jpeg)



#### Machine

Google Cloud Platform (GCP), 4 vCPUs, 15 GB
 
Google Cloud Platform (GCP), 24 vCPUs, 32 GB


## A2. Download analysis datasets (the fastq files)


#### ~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR250/ERR250410/ERR250410_1.fastq.gz
Continuing in background, pid 3644.

#### ~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR250/ERR250409/ERR250409_2.fastq.gz
Continuing in background, pid 3664.

#### ~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR250/ERR250409/ERR250409_1.fastq.gz
Continuing in background, pid 3666.

#### ~/gatk-data-ref$ wget -bqc ftp://ftp.sra.ebi.ac.uk/vol1/fastq/ERR250/ERR250410/ERR250410_2.fastq.gz
Continuing in background, pid 3679.


### Directory contents

#### ~/gatk-data-ref$ ls -l

-rw-rw-r-- 1 b0d2647 b0d2647  2323935206 Apr 25 23:22 ERR250409_1.fastq.gz

-rw-rw-r-- 1 b0d2647 b0d2647  2340353386 Apr 25 23:25 ERR250409_2.fastq.gz

-rw-rw-r-- 1 b0d2647 b0d2647  2298503669 Apr 25 23:19 ERR250410_1.fastq.gz

-rw-rw-r-- 1 b0d2647 b0d2647  2313000285 Apr 25 23:21 ERR250410_2.fastq.gz



## A3. Dwonload the refrence and/or genome files (from the GATK resources bundle maintained by Broad Institure in a google bucket)



#### ~/gatk_data_ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.fasta ./

Copying gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.fasta...


#### ~/gatk_data_ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.dict ./

Copying gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.dict...


#### ~/gatk_data_ref$ gsutil cp gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.fasta.fai ./

Copying gs://genomics-public-data/resources/broad/hg38/v0/Homo_sapiens_assembly38.fasta.fai...




### Additional directory contents


#### ~/gatk-data-ref$ ls -l



-rw-rw-r-- 1 b0d2647 b0d2647      581712 Apr 20 13:42 Homo_sapiens_assembly38.dict

-rw-rw-r-- 1 b0d2647 b0d2647  3249912778 Apr 20 13:44 Homo_sapiens_assembly38.fasta

-rw-rw-r-- 1 b0d2647 b0d2647      160928 Apr 20 16:47 Homo_sapiens_assembly38.fasta.fai




## A4. Make a BWA index of the human genome


#### ~/gatk_data_ref$ bwa index -a bwtsw Homo_sapiens_assembly38.fasta


[bwa_index] Pack FASTA... 30.70 sec

[bwa_index] Construct BWT for the packed sequence...

[BWTIncCreate] textLength=6434693834, availableWord=464768632

[BWTIncConstructFromPacked] 10 iterations done. 99999994 characters processed.


.............



[BWTIncConstructFromPacked] 710 iterations done. 6432978554 characters processed.

[bwt_gen] Finished constructing BWT in 711 iterations.

[bwa_index] 4734.94 seconds elapse.

[bwa_index] Update BWT... 23.36 sec

[bwa_index] Pack forward-only FASTA... 22.12 sec

[bwa_index] Construct SA from BWT and Occ... 2665.77 sec

[main] Version: 0.7.17-r1188

[main] CMD: bwa index -a bwtsw Homo_sapiens_assembly38.fasta

[main] Real time: 7558.780 sec; CPU: 7476.896 sec


### Additional directory contents

#### ~/gatk-data-ref$ ls -l

-rw-rw-r-- 1 b0d2647 b0d2647      487553 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.alt

-rw-rw-r-- 1 b0d2647 b0d2647       20199 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.amb

-rw-rw-r-- 1 b0d2647 b0d2647      455474 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.ann

-rw-rw-r-- 1 b0d2647 b0d2647  3217347004 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.bwt

-rw-rw-r-- 1 b0d2647 b0d2647   804336731 Apr 21 22:49 Homo_sapiens_assembly38.fasta.64.pac

-rw-rw-r-- 1 b0d2647 b0d2647  1608673512 Apr 21 22:50 Homo_sapiens_assembly38.fasta.64.sa



## A5. Align the 1st pair of sequences to the reference genome using Burrows-Wheeler Aligner (BWA)

Note: It is important to assign read groups (RG) to the sequences


#### ~/gatk-data-ref$ bwa mem -M -t 24 -R '@RG\tID:ERR250409\tLB:Z\tPL:illumina\tPU:FCC1HA8ACXX\tSM:HG02759' Homo_sapiens_assembly38.fasta ERR250409_1.fastq.gz ERR250409_2.fastq.gz | samtools view -Sbh | samtools sort -o ERR250409_1.bam - && samtools index ERR250409_1.bam && samtools flagstat ERR250409_1.bam

[main] Version: 0.7.17-r1188

...........

[main] Real time: 1838.639 sec; CPU: 13638.797 sec

[bam_sort_core] merging from 18 files and 1 in-memory blocks...


```
50811344 + 0 in total (QC-passed reads + QC-failed reads)

69375 + 0 secondary

146811 + 0 supplementary

0 + 0 duplicates

50698147 + 0 mapped (99.78% : N/A)

50595158 + 0 paired in sequencing

25297579 + 0 read1

25297579 + 0 read2

49957046 + 0 properly paired (98.74% : N/A)

50369978 + 0 with itself and mate mapped

111983 + 0 singletons (0.22% : N/A)

264496 + 0 with mate mapped to a different chr

197645 + 0 with mate mapped to a different chr (mapQ>=5)

```

## A6. Validate the BAM file

#### ~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR250409_1.bam -M SUMMARY -O summary_ERR250409_1

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

..................

INFO    2019-04-26 20:42:47     SamFileValidator        Validated Read    10,000,000 records.  Elapsed time: 00:03:10s.  Time for last 10,000,000:  188s.  Last read position: chr3:46,464,846


......................


INFO    2019-04-26 20:55:16     SamFileValidator        Validated Read    50,000,000 records.  Elapsed time: 00:15:39s.  Time for last 10,000,000:  191s.  Last read position: chrX:136,689,677


[Fri Apr 26 20:57:28 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 17.89 minutes.


Tool returned: 3


#### ~/gatk-data-ref$ cat summary_ERR250409_1 


```
## HISTOGRAM    java.lang.String

Error Type      Count

ERROR:INVALID_TAG_NM    126

```


## A7. Mark duplicates 


#### ~/gatk-data-ref$ gatk MarkDuplicates -I ERR250409_1.bam -O ERR250409_1.mdup.bam -M ERR250409_1.dupMetrics.txt

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

................


INFO    2019-04-26 22:52:41     MarkDuplicates  Reading input file and constructing read end information.

INFO    2019-04-26 22:52:41     MarkDuplicates  Will retain up to 27158498 data points before spilling to disk.

WARNING 2019-04-26 22:52:41     AbstractOpticalDuplicateFinderCommandLineProgram        A field field parsed out of a read name was expected to contain an integ
er and did not. Read name: ERR250409.2131079. Cause: String 'ERR250409.2131079' did not start with a parsable number.

INFO    2019-04-26 22:52:49     MarkDuplicates  Read     1,000,000 records.  Elapsed time: 00:00:07s.  Time for last 1,000,000:    7s.  Last read position: chr1
:32,684,321

.................




## A8. Fix the error using samtools calmd



#### ~/gatk-data-ref$ samtools calmd -bAr ERR250409_1.mdup.bam Homo_sapiens_assembly38.fasta > ERR250409_1.mdup.calmd.bam


.............

[bam_fillmd1] different MD for read 'ERR250409.7315962': '29G3G4G0A28' -> '29G3G4G0A27N0'

[bam_fillmd1] different NM for read 'ERR250409.919291': 7 -> 8

[bam_fillmd1] different MD for read 'ERR250409.919291': '24G0G11A8G19' -> '24G0G11A8G18N0'


## A9. Again validate the bam file

#### ~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR250409_1.mdup.calmd.bam -M SUMMARY -O summary_ERR250409_1.mdup.calmd



## A10. Index the error-fixed BAM file

#### ~/gatk-data-ref$ samtools index ERR250409_1.mdup.calmd.bam 



## A11. Run gatk HaplotypeCaller

#### ~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I ERR250409_1.mdup.calmd.bam -L chr20:15,800,000-16,100,000 -O ERR250409_1.mdup.calmd.vcf

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar


.........

                  11 read(s) filtered by: (((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter)
                  
                      5 read(s) filtered by: ((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter)
                      
                          5 read(s) filtered by: (MappingQualityReadFilter AND MappingQualityAvailableReadFilter)
                          
                              5 read(s) filtered by: MappingQualityReadFilter 
                              
                      6 read(s) filtered by: NotSecondaryAlignmentReadFilter 
                      
                  291 read(s) filtered by: NotDuplicateReadFilter 
                  
00:10:27.058 INFO  ProgressMeter -       chr20:16097167              0.0                  1019          67039.5

00:10:27.058 INFO  ProgressMeter - Traversal complete. Processed 1019 total regions in 0.0 minutes.





## A12. Generare short variant (i.e., SNPs and indels) statistics

#### ~/gatk-data-ref$ bcftools stats ERR250409_1.mdup.calmd.vcf

```
# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.

................


# SN    [2]id   [3]key                                  [4]value

SN      0       number of samples:                      1

SN      0       number of records:                      6

SN      0       number of no-ALTs:                      0

SN      0       number of SNPs:                         6

SN      0       number of MNPs:                         0

SN      0       number of indels:                       0

SN      0       number of others:                       0

SN      0       number of multiallelic sites:           0

SN      0       number of multiallelic SNP sites:       0 

```

## A13. Additional directory contents


#### ~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 b0d2647 b0d2647  4098346475 Apr 26 20:28 ERR250409_1.bam

-rw-rw-r-- 1 b0d2647 b0d2647     4863928 Apr 26 20:30 ERR250409_1.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647        3388 Apr 26 23:03 ERR250409_1.dupMetrics.txt

-rw-rw-r-- 1 b0d2647 b0d2647  4473831499 Apr 26 23:45 ERR250409_1.mdup.calmd.bam

-rw-rw-r-- 1 b0d2647 b0d2647     4924784 Apr 27 00:06 ERR250409_1.mdup.calmd.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647      176201 Apr 27 00:10 ERR250409_1.mdup.calmd.vcf

-rw-rw-r-- 1 b0d2647 b0d2647      114173 Apr 27 00:10 ERR250409_1.mdup.calmd.vcf.idx

-rw-rw-r-- 1 b0d2647 b0d2647          75 Apr 26 20:57 summary_ERR250409_1

-rw-rw-r-- 1 b0d2647 b0d2647          16 Apr 26 23:52 summary_ERR250409_1_mdup_calmd



## ALIGN AND ANALYZE THE 2ND PAIR OF FASTQ SEQUENCES


## B1. Align the 2nd pair of fastq sequences to the reference genome using BWA


### Fastq file contents


#### ~/gatk-data-ref$ zcat ERR250410_1.fastq.gz | head -n 2

@ERR250410.1 FCC1HA8ACXX:5:1101:1137:1984/1

NTGTAAGTTTTTCTAGGTTATACCACTTTCCAGTGATGACACTTTTTATATTTTGTTATATTTTACTTTAATTGAAGCAAAGTGTGTTTATTCAATCCAG


#### ~/gatk-data-ref$ zcat ERR250410_2.fastq.gz | head -n 2

@ERR250410.1 FCC1HA8ACXX:5:1101:1137:1984/2

GGCGATAAGAATTCCTTTCTGCCTCCTTGGCTAGAGTTGACACCTAAAAACAAAGAACACTGGATTGAATAAACACACTTTGCTTCAATTAAAGTAAAAN




#### ~/gatk-data-ref$ bwa mem -M -t 24 -R '@RG\tID:ERR250410\tLB:Z\tPL:illumina\tPU:FCC1HA8ACXX\tSM:HG02759' Homo_sapiens_assembly38.fasta ERR250410_1.fastq.gz ERR250410_2.fastq.gz | samtools view -Sbh | samtools sort -o ERR250410_1.bam - && samtools index ERR250410_1.bam && samtools flagstat ERR250410_1.bam


[main] Version: 0.7.17-r1188

[main] Real time: 749.341 sec; CPU: 11054.613 sec

[bam_sort_core] merging from 18 files and 1 in-memory blocks...

```
50236521 + 0 in total (QC-passed reads + QC-failed reads)

66906 + 0 secondary

145409 + 0 supplementary

0 + 0 duplicates

50129724 + 0 mapped (99.79% : N/A)

50024206 + 0 paired in sequencing

25012103 + 0 read1

25012103 + 0 read2

49407778 + 0 properly paired (98.77% : N/A)

49811632 + 0 with itself and mate mapped

105777 + 0 singletons (0.21% : N/A)

258056 + 0 with mate mapped to a different chr

194027 + 0 with mate mapped to a different chr (mapQ>=5)
```

## B2. Validate the BAM file


#### ~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR250410_1.bam -M SUMMARY -O summary_ERR250410_1

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

...........................


INFO    2019-04-27 23:33:34     SamFileValidator        Validated Read    10,000,000 records.  Elapsed time: 00:01:35s.  Time for last 10,000,000:   94s.  Last read position: chr3:48,974,785

..............................


INFO    2019-04-27 23:39:56     SamFileValidator        Validated Read    50,000,000 records.  Elapsed time: 00:07:57s.  Time for last 10,000,000:   98s.  Last read position: chrUn_GL000224v1:55,172


[Sat Apr 27 23:40:56 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 8.98 minutes.

.................



#### ~/gatk-data-ref$ cat summary_ERR250410_1 

```
## HISTOGRAM            java.lang.String

Error Type              Count

ERROR:INVALID_TAG_NM    107

```


## B3. Fix the error 


#### ~/gatk-data-ref$ samtools calmd -bAr ERR250410_1.bam Homo_sapiens_assembly38.fasta > ERR250410_1.calmd.bam

................

[bam_fillmd1] different MD for read 'ERR250410.1310767': '99G0' -> '99N0'

[bam_fillmd1] different NM for read 'ERR250410.22770451': 3 -> 4

[bam_fillmd1] different MD for read 'ERR250410.22770451': '34T29T1A19' -> '34T29T1A18N0'


## B4. Validate again after the fix

#### ~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR250410_1.calmd.bam -M SUMMARY -O summary_ERR250410_1_calmd

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

..........

INFO    2019-04-28 00:45:36     SamFileValidator        Validated Read    50,000,000 records.  Elapsed time: 00:05:51s. Time for last 10,000,000:   70s.  Last read position: chrUn_GL000224v1:55,172

[Sun Apr 28 00:45:39 UTC 2019] picard.sam.ValidateSamFile done. Elapsed time: 5.91 minutes.

....

Tool returned: 0


#### ~/gatk-data-ref$ cat summary_ERR250410_1_calmd 

No errors found



## B5. Mark Duplicates on the error-fixed bam file


#### ~/gatk-data-ref$ gatk MarkDuplicates -I ERR250410_1.calmd.bam -O ERR250410_1.calmd.mdup.bam -M ERR250410_1.calmd.dupMetrics.txt

............

INFO    2019-04-28 02:28:18     SortingCollection       Creating merging iterator from 2 files

..................

INFO    2019-04-28 02:28:33     MarkDuplicates  Marking 6017225 records as duplicates.

INFO    2019-04-28 02:28:33     MarkDuplicates  Found 0 optical duplicate clusters.

INFO    2019-04-28 02:28:33     MarkDuplicates  Reads are assumed to be ordered by: coordinate

INFO    2019-04-28 02:29:16     MarkDuplicates  Written    10,000,000 records.  Elapsed time: 00:00:42s.  Time for last 10,000,000:   42s.  Last read
 position: chr3:48,974,785
 
..........................
 
 
INFO    2019-04-28 02:32:13     MarkDuplicates  Written    50,000,000 records.  Elapsed time: 00:03:39s.  Time for last 10,000,000:   45s.  Last read
 position: chrUn_GL000224v1:55,172
 


[Sun Apr 28 02:32:15 UTC 2019] picard.sam.markduplicates.MarkDuplicates done. Elapsed time: 11.17 minutes.



## B6. Index the BAM file


#### samtools index ERR250410_1.calmd.mdup.bam



## B7. Run gatk HaplotypeCaller 

#### ~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I ERR250410_1.calmd.mdup.bam -L chr20:15,800,000-16,100,000 -O ERR250410_1.calmd.mdup.vcf

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

....................

02:43:51.330 INFO  HaplotypeCaller - 

```
239 read(s) filtered by: ((((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter) AND GoodCigarReadFilter) AND WellformedReadFilter)

  239 read(s) filtered by: (((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter) AND GoodCigarReadFilter)
      
      239 read(s) filtered by: ((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter)
          
          239 read(s) filtered by: (((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter)
              
              239 read(s) filtered by: ((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter)
                  
                  14 read(s) filtered by: (((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter)
                      
                      10 read(s) filtered by: ((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter)
                          
                          10 read(s) filtered by: (MappingQualityReadFilter AND MappingQualityAvailableReadFilter)
                              
                              10 read(s) filtered by: MappingQualityReadFilter 
                              
                      4 read(s) filtered by: NotSecondaryAlignmentReadFilter 
                      
                  225 read(s) filtered by: NotDuplicateReadFilter
```
                  
02:43:51.330 INFO  ProgressMeter -       chr20:16097434              0.0                  1018          66103.9

02:43:51.331 INFO  ProgressMeter - Traversal complete. Processed 1018 total regions in 0.0 minutes.

............



## B8. Report the short varinats (SNPs and indels)


#### ~/gatk-data-ref$ bcftools stats ERR250410_1.calmd.mdup.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  ERR250410_1.calmd.mdup.vcf

............

# SN    [2]id   [3]key                                  [4]value
SN      0       number of samples:                      1
SN      0       number of records:                      3
SN      0       number of no-ALTs:                      0
SN      0       number of SNPs:                         3
SN      0       number of MNPs:                         0
SN      0       number of indels:                       0
SN      0       number of others:                       0
SN      0       number of multiallelic sites:           0
SN      0       number of multiallelic SNP sites:       0

```


## B9. Additional directory contents

#### ~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 b0d2647 b0d2647  4051442816 Apr 27 23:25 ERR250410_1.bam

-rw-rw-r-- 1 b0d2647 b0d2647     4857904 Apr 27 23:25 ERR250410_1.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647  4375560628 Apr 28 00:36 ERR250410_1.calmd.bam

-rw-rw-r-- 1 b0d2647 b0d2647        3405 Apr 28 02:32 ERR250410_1.calmd.dupMetrics.txt

-rw-rw-r-- 1 b0d2647 b0d2647  5961522938 Apr 28 02:32 ERR250410_1.calmd.mdup.bam

-rw-rw-r-- 1 b0d2647 b0d2647     5031664 Apr 28 02:37 ERR250410_1.calmd.mdup.bam.bai

-rw-rw-r-- 1 b0d2647 b0d2647      175663 Apr 28 02:43 ERR250410_1.calmd.mdup.vcf

-rw-rw-r-- 1 b0d2647 b0d2647      114173 Apr 28 02:43 ERR250410_1.calmd.mdup.vcf.idx

-rw-rw-r-- 1 b0d2647 b0d2647          75 Apr 27 23:40 summary_ERR250410_1

-rw-rw-r-- 1 b0d2647 b0d2647          16 Apr 28 00:45 summary_ERR250410_1_calmd






## Combine both bam files and analyze for short variant discovery



## C1. Merge the BAM files


#### ~/gatk-data-ref$ gatk MergeSamFiles -I ERR250409_1.mdup.calmd.bam -I ERR250410_1.calmd.bam -O ERR25040910.calmd.bam

............

INFO    2019-04-28 01:22:30     MergeSamFiles   Processed   101,000,000 records.  Elapsed time: 00:06:38s.  Time for last 1,000,000:    5s.  Last read position: chrUn_JTFH01000017v1_decoy:2,507

INFO    2019-04-28 01:22:31     MergeSamFiles   Finished reading inputs.

[Sun Apr 28 01:22:31 UTC 2019] picard.sam.MergeSamFiles done. Elapsed time: 6.66 minutes.



## C2. Mark duplicates


#### ~/gatk-data-ref$ gatk MarkDuplicates -I ERR25040910.calmd.bam -O ERR25040910.calmd.mdup.bam -M ERR25040910.calmd.dupMetrics.txt


INFO    2019-04-28 01:46:43     MarkDuplicates  Read 101045631 records. 0 pairs never matched.

.................

INFO    2019-04-28 01:47:17     MarkDuplicates  Will retain up to 236666880 duplicate indices before spilling to disk.

..............

INFO    2019-04-28 01:47:18     SortingCollection       Creating merging iterator from 2 files

...................

INFO    2019-04-28 01:47:40     SortingCollection       Creating merging iterator from 4 files

.............

INFO    2019-04-28 01:48:11     MarkDuplicates  Marking 22068400 records as duplicates.

INFO    2019-04-28 01:48:11     MarkDuplicates  Found 0 optical duplicate clusters.

INFO    2019-04-28 01:48:11     MarkDuplicates  Reads are assumed to be ordered by: coordinate

INFO    2019-04-28 01:48:53     MarkDuplicates  Written    10,000,000 records.  Elapsed time: 00:00:41s.  Time for last 10,000,000:   41s.  Last read position: chr1:236,548,265

......................


INFO    2019-04-28 01:55:18     MarkDuplicates  Written   100,000,000 records.  Elapsed time: 00:07:06s.  Time for last 10,000,000:   43s.  Last read position: chrY:12,915,859

...........


## C3. Validate the BAM file again after merging and marking duplicates


#### ~/gatk-data-ref$ gatk ValidateSamFile -R Homo_sapiens_assembly38.fasta -I ERR25040910.calmd.mdup.bam -M  SUMMARY -O summary_ERR25040910.calmd.mdup
 
Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar

...................

Tool returned:0



#### ~/gatk-data-ref$ cat summary_ERR25040910.calmd.mdup 

No errors found



## C4. Index the bam file

#### ~/gatk-data-ref$ samtools index ERR25040910.calmd.mdup.bam


## C5. Run Haplotypecaller


#### ~/gatk-data-ref$ gatk HaplotypeCaller -R Homo_sapiens_assembly38.fasta -I ERR25040910.calmd.mdup.bam -L chr20:15,800,000-16,100,000 -O ERR25040910.calmd.mdup.vcf

Using GATK jar /home/b0d2647/miniconda3/share/gatk4-4.1.2.0-0/gatk-package-4.1.2.0-local.jar


02:35:08.952 INFO  HaplotypeCaller - 

```
962 read(s) filtered by: ((((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter) AND GoodCigarReadFilter) AND WellformedReadFilter)
  
  962 read(s) filtered by: (((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSe  condaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter) AND GoodCigarReadFilter)
      
      962 read(s) filtered by: ((((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter) AND NonZeroReferenceLengthAlignmentReadFilter)
          
          962 read(s) filtered by: (((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter) AND PassesVendorQualityCheckReadFilter)
              
              962 read(s) filtered by: ((((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter)AND NotSecondaryAlignmentReadFilter) AND NotDuplicateReadFilter)
                  
                  25 read(s) filtered by: (((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter) AND NotSecondaryAlignmentReadFilter)


                      15 read(s) filtered by: ((MappingQualityReadFilter AND MappingQualityAvailableReadFilter) AND MappedReadFilter)
                      
                          15 read(s) filtered by: (MappingQualityReadFilter AND MappingQualityAvailableReadFilter)
                              
                              15 read(s) filtered by: MappingQualityReadFilter 
                      
                      10 read(s) filtered by: NotSecondaryAlignmentReadFilter 
                  
                  937 read(s) filtered by: NotDuplicateReadFilter 
```
                  
                  
02:35:08.953 INFO  ProgressMeter -       chr20:16097734              0.0                  1027          48367.3

02:35:08.953 INFO  ProgressMeter - Traversal complete. Processed 1027 total regions in 0.0 minutes.



## C6. Report short variant (SNPs and indels) statistics 


#### ~/gatk-data-ref$ bcftools stats ERR25040910.calmd.mdup.vcf

```
# This file was produced by bcftools stats (1.9+htslib-1.9) and can be plotted using plot-vcfstats.


....................


# SN    [2]id   [3]key                                  [4]value

SN      0       number of samples:                      1

SN      0       number of records:                      8

SN      0       number of no-ALTs:                      0

SN      0       number of SNPs:                         8

SN      0       number of MNPs:                         0

SN      0       number of indels:                       0

SN      0       number of others:                       0

SN      0       number of multiallelic sites:           0

SN      0       number of multiallelic SNP sites:       0

```


## C7. Additional directory contents

#### ~/gatk-data-ref$ ls -l


-rw-rw-r-- 1 b0d2647 b0d2647 11820454094 Apr 28 01:22 ERR25040910.calmd.bam

-rw-rw-r-- 1 b0d2647 b0d2647        3431 Apr 28 01:55 ERR25040910.calmd.dupMetrics.txt

-rw-rw-r-- 1 b0d2647 b0d2647      176651 Apr 28 02:35 ERR25040910.calmd.mdup.vcf

-rw-rw-r-- 1 b0d2647 b0d2647      114173 Apr 28 02:35 ERR25040910.calmd.mdup.vcf.idx

-rw-rw-r-- 1 b0d2647 b0d2647           0 Apr 28 02:30 summary_ERR25040910.calmd.mdup
