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VarScan: variant detection in massively parallel sequencing of individual and pooled samples

Bioinformatics, Vol. 25, No. 17. (1 September 2009), pp. 2283-2285.

X Abstract

Summary: Massively parallel sequencing technologies hold incredible promise for the study of DNA sequence variation, particularly the identification of variants affecting human disease. The unprecedented throughput and relatively short read lengths of Roche/454, Illumina/Solexa, and other platforms have spurred development of a new generation of sequence alignment algorithms. Yet detection of sequence variants based on short read alignments remains challenging, and most currently available tools are limited to a single platform or aligner type. We present VarScan, an open source tool for variant detection that is compatible with several short read aligners. We demonstrate VarScan's ability to detect SNPs and indels with high sensitivity and specificity, in both Roche/454 sequencing of individuals and deep Illumina/Solexa sequencing of pooled samples. Availability and Implementation: Source code and documentation freely available at http://genome.wustl.edu/tools/cancer-genomics implemented as a Perl package and supported on Linux/UNIX, MS Windows and Mac OSX. Contact: dkoboldt@genome.wustl.edu Supplementary information: Supplementary data are available at Bioinformatics online. 10.1093/bioinformatics/btp373

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notable snippets:

"Unlike currently available variant detection tools, VarScan is compatible with several read aligners (BLAT, Newbler, cross_match, Bowtie, and Novoalign) and calls variants in both individual and pooled samples."

"For each predicted variant, VarScan determines the overall coverage, as well as the number of supporting reads, average base quality, and number of strands observed for each allele. Thresholds for coverage, quality, variant frequency, and/or number of reads required to call a variant ... can be manually adjusted by the user. VarScan reports SNPs, insertions, and deletions with their chromosomal coordinates, alleles, flanking sequence, and read counts. The software was implemented in Perl and inline C. The package installer, source code, and documentation are freely available for noncommercial use at http://genome.wustl.edu/tools/cancer-genomics.

2009-06-22 20:40:47
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