Variant Calling With GATK
This page takes an estimated 45 minutes to complete.
Variant calling entails identifying single nucleotide polymorphisms (SNPs) and small insertions and deletion (indels) from NGS data.
Help Material
For this page, you will use the Variant Calling with GATK website and the presentation below as help material.
Tutorial
Copy variant_calling_files.tar.gz archive from /home/shared/ngs_data/variant_calling folder to your home directory and extract files from the archive.
In the Pre-Processing step, please skip the “Setting up your environment..” parts and start from “1) Alignment”, as we already have a ready environment in our server. Please also skip the “6) Base Quality Score Recalibration” section.
Read the tutorial run the commands from the variant_calling_script.sh file according to the steps in the tutorial (commands presented in this tutorial will not work in your server as the software and input data are different)
In the Variant discovery section skip the “3) Annotation” part. For the visualization of the results in the IGV (Integrative genomic viewer) browser, you should download and install IGV on your computer.
After successfully running all commands from the variant_calling_script.sh file you should get filtered .vcf files for SNPs and Indels. For visualization of calculated results download these files to your computer:
dedup_reads.bam
dedup_reads.bam.bai
filtered_snps.vcf
filtered_snps.vcf.idx
ecoli_rel606.fasta
Open IGV browser in your computer and load downloaded ecoli_rel606.fasta genome via Genomes > “Load Genom from file…”.
Now you can load bam and .vcf files via File > “Load from file…”. You can check mutations and navigate through the genome by inserting coordinates on top of the window (example coordinate: CP000819.1:2,446,706-2,447,373)
Congratulations!
If you made it here, then congratulations! You have successfully completed this section. Move to the next portion of the guide with the arrow buttons below.
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