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Vecuum: identification and filtration of false somatic variants caused by recombinant vector contamination

Authors
 Junho Kim  ;  Ju Heon Maeng  ;  Jae Seok Lim  ;  Hyeonju Son  ;  Junehawk Lee  ;  Jeong Ho Lee  ;  Sangwoo Kim 
Citation
 BIOINFORMATICS, Vol.32(20) : 3072-3080, 2016 
Journal Title
BIOINFORMATICS
ISSN
 1367-4803 
Issue Date
2016
MeSH
Alleles ; Genetic Vectors ; High-Throughput Nucleotide Sequencing* ; Mutation* ; Recombination, Genetic ; Software
Abstract
MOTIVATION: Advances in sequencing technologies have remarkably lowered the detection limit of somatic variants to a low frequency. However, calling mutations at this range is still confounded by many factors including environmental contamination. Vector contamination is a continuously occurring issue and is especially problematic since vector inserts are hardly distinguishable from the sample sequences. Such inserts, which may harbor polymorphisms and engineered functional mutations, can result in calling false variants at corresponding sites. Numerous vector-screening methods have been developed, but none could handle contamination from inserts because they are focusing on vector backbone sequences alone. RESULTS: We developed a novel method-Vecuum-that identifies vector-originated reads and resultant false variants. Since vector inserts are generally constructed from intron-less cDNAs, Vecuum identifies vector-originated reads by inspecting the clipping patterns at exon junctions. False variant calls are further detected based on the biased distribution of mutant alleles to vector-originated reads. Tests on simulated and spike-in experimental data validated that Vecuum could detect 93% of vector contaminants and could remove up to 87% of variant-like false calls with 100% precision. Application to public sequence datasets demonstrated the utility of Vecuum in detecting false variants resulting from various types of external contamination. AVAILABILITY AND IMPLEMENTATION: Java-based implementation of the method is available at http://vecuum.sourceforge.net/ CONTACT: swkim@yuhs.acSupplementary information: Supplementary data are available at Bioinformatics online.
Full Text
https://academic.oup.com/bioinformatics/article-lookup/doi/10.1093/bioinformatics/btw383
DOI
10.1093/bioinformatics/btw383
Appears in Collections:
1. College of Medicine (의과대학) > BioMedical Science Institute (의생명과학부) > 1. Journal Papers
Yonsei Authors
Kim, Sangwoo(김상우) ORCID logo https://orcid.org/0000-0001-5356-0827
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/152260
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