Using VarScan 2 for Germline Variant Calling and Somatic Mutation Detection
- PMID: 25553206
- PMCID: PMC4278659
- DOI: 10.1002/0471250953.bi1504s44
Using VarScan 2 for Germline Variant Calling and Somatic Mutation Detection
Abstract
The identification of small sequence variants remains a challenging but critical step in the analysis of next-generation sequencing data. Our variant calling tool, VarScan 2, employs heuristic and statistic thresholds based on user-defined criteria to call variants using SAMtools mpileup data as input. Here, we provide guidelines for generating that input, and describe protocols for using VarScan 2 to (1) identify germline variants in individual samples; (2) call somatic mutations, copy number alterations, and LOH events in tumor-normal pairs; and (3) identify germline variants, de novo mutations, and Mendelian inheritance errors in family trios. Further, we describe a strategy for variant filtering that removes likely false positives associated with common sequencing- and alignment-related artifacts.
Keywords: indels; mutation detection; next-generation sequencing; snvs; trio calling; variant calling; varscan 2.
Figures
References
-
- Koboldt DC, Ding L, et al. Challenges of sequencing human genomes. Brief Bioinform. 2010;11(5):484–98. This review article offers guidelines for next-generation sequencing data analysis while highlighting some of the important challenges of human genome resequencing with NGS technologies. - PMC - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Miscellaneous
