From FastQ data to high confidence variant calls: the Genome Analysis Toolkit best practices pipeline
- PMID: 25431634
- PMCID: PMC4243306
- DOI: 10.1002/0471250953.bi1110s43
From FastQ data to high confidence variant calls: the Genome Analysis Toolkit best practices pipeline
Abstract
This unit describes how to use BWA and the Genome Analysis Toolkit (GATK) to map genome sequencing data to a reference and produce high-quality variant calls that can be used in downstream analyses. The complete workflow includes the core NGS data processing steps that are necessary to make the raw data suitable for analysis by the GATK, as well as the key methods involved in variant discovery using the GATK.
Keywords: NGS; WGS; exome; genotyping; variant detection.
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- Fisher RA. JSTOR: Journal of the Royal Statistical Society, Vol. 85, No. 1 (Jan., 1922), pp. 87–94. Journal of the Royal Statistical Society 1922
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