Difference between revisions of "Sequence Analysis Practice 2011/03/09"

From Genome Analysis Wiki
Jump to navigationJump to search
(Created page with '== Overview == Below lists a sequence of practice mapping fastq files to bam files, performing variant calling and variout quality checks. == Steps == ## SETTING UP ENVIRONMEN…')
 
Line 5: Line 5:
 
== Steps ==
 
== Steps ==
  
## SETTING UP ENVIRONMENTAL VARIABLES
+
# SETTING UP ENVIRONMENTAL VARIABLES
  
 
  setenv BIN /home/hyun/wed/bin2
 
  setenv BIN /home/hyun/wed/bin2

Revision as of 13:40, 9 March 2011

Overview

Below lists a sequence of practice mapping fastq files to bam files, performing variant calling and variout quality checks.

Steps

  1. SETTING UP ENVIRONMENTAL VARIABLES
setenv BIN /home/hyun/wed/bin2
setenv IN /home/hyun/wed/input2
setenv REF /home/hyun/wed/ref2

setenv OUT ~/seq/wednesday/output mkdir --p ${OUT}

1. Align using BWA

${BIN}/bwa aln -q 15 ${REF}/human_g1k_v37_chr20.fa ${IN}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.read1.fastq.gz > ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.read1.fastq.gz.sai

${BIN}/bwa aln -q 15 ${REF}/human_g1k_v37_chr20.fa ${IN}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.read2.fastq.gz > ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.read2.fastq.gz.sai

${BIN}/bwa aln -q 15 ${REF}/human_g1k_v37_chr20.fa ${IN}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.unpaired.fastq.gz > ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.unpaired.fastq.gz.sai

${BIN}/bwa samse ${REF}/human_g1k_v37_chr20.fa ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.unpaired.fastq.gz.sai ${IN}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.unpaired.fastq.gz | ${BIN}/samtools-hybrid view -uhS - | ${BIN}/samtools-hybrid sort -m 10000000 - ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.unpaired.bwa.sorted

${BIN}/bwa sampe ${REF}/human_g1k_v37_chr20.fa ${OUT}//NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.read1.fastq.gz.sai ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.read2.fastq.gz.sai ${IN}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.read1.fastq.gz ${IN}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.read2.fastq.gz | ${BIN}/samtools-hybrid view -uhS - | ${BIN}/samtools-hybrid sort -m 10000000 - ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.paired.bwa.sorted

2. MERGE ALIGNED BAMS INTO A SINGLE BAM

${BIN}/samtools-hybrid merge ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.merged.bam ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.paired.bwa.sorted.bam ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.unpaired.bwa.sorted.bam

3. BRIEF SUMMARY OF THE BAM

${BIN}/samtools-hybrid flagstat ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.merged.bam

4. MARK DUPLICATED READS

${BIN}//superDeDuper -i ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.merged.bam -o ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam -v

5. BRIEF SUMMARY OF THE BAM

${BIN}/samtools-hybrid flagstat ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam

6. VIEW THE ALIGNMENT

${BIN}/samtools-hybrid view ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam | less

7. INDEX THE ALIGNMENT FOR RANDOM ACCESS OF THE BAM

${BIN}/samtools-hybrid index ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam

8. GENOMIC VIEW OF THE ALIGNMENT

${BIN}/samtools-hybrid tview ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam ${REF}/human_g1k_v37_chr20.fa

9. QUALITY CHECKING USING QPLOT

${BIN}/qplot --plot ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam.qplot.pdf --stats ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam.qplot.stats --reference ${REF}/human_g1k_v37_chr20.fa --dbsnp ${REF}/dbsnp.b130.ncbi37.chr20.tbl --gccontent ${REF}/ncbi37.chr20.gc ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam

cat ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam.qplot.stats

  1. xpdf ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam.qplot.pdf

9. COMPUTE THE GENOTYPE LIKELIHOOD

${BIN}/samtools-hybrid pileup -g -f ${REF}/human_g1k_v37_chr20.fa ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam > ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.glf

${BIN}/samtools-hybrid glfview ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.glf | less

10. SINGLE-SAMPLE GENOTYPE CALLING using GLFSINGLE

${BIN}/glfSingle --maxDepth 10000 --minMapQuality 20 -p 0.9 -g ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.glf -b ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.vcf

less ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.vcf

11. COMPUTE THE GENOTYPE LIKELIHOOD OF HIGH-COVERAGE DATA

${BIN}/samtools-hybrid pileup -g -f ${REF}/human_g1k_v37_chr20.fa ${IN}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.bam > ${OUT}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.glf

12. SINGLE-SAMPLE GENOTYPE CALLING on the HIGH COVERAGE DATA

${BIN}/glfSingle --maxDepth 10000 --minMapQuality 20 -p 0.9 -g ${OUT}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.glf -b ${OUT}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.vcf

less ${OUT}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.vcf

13. COUNT NUMBER OF SNPs and OVERLAPS

grep -v ^# ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.vcf | wc -l

grep -v ^# ${OUT}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.vcf | wc -l

cat ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.vcf ${OUT}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.vcf | grep -v ^# | cut -f 1,2 | sort | uniq -d | wc -l

cat ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.vcf ${OUT}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.vcf | grep -v ^# | cut -f 1,2 | sort | uniq -d

${BIN}/samtools-hybrid tview ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.deduped.bam ${REF}/human_g1k_v37_chr20.fa

type g , and 20:19989392 type g, and 20:20032998

${BIN}/samtools-hybrid tview ${IN}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.bam ${REF}/human_g1k_v37_chr20.fa

type g , and 20:19989392 type g, and 20:20032998


14. SUMMARIZE STATISTICS

perl ${BIN}/vcfSummary.pl --vcf ${OUT}/NA12878.exon-targetted.ILLUMINA.chr20.19986kb-20281kb.vcf --dbsnp ${REF}/dbsnp_129_b37.rod.chr20.map --bfile ${REF}/hapmap3_r3_b37_fwd.consensus.qc.poly.chr20

perl ${BIN}/vcfSummary.pl --vcf ${OUT}/NA12878.high_coverage.ILLUMINA.chr20.19986kb-20281kb.vcf --dbsnp ${REF}/dbsnp_129_b37.rod.chr20.map --bfile ${REF}/hapmap3_r3_b37_fwd.consensus.qc.poly.chr20