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PMID: 21041413 Published · ppublish English Evaluation Study Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

High-throughput discovery of rare insertions and deletions in large cohorts.

Genome research ·Vol. 20 ·No. 12 ·2010-12-00 ·Pages 1711-8

Vallania FL, Druley TE, Ramos E, Wang J, Borecki I, Province M, Mitra RD

Abstract

Pooled-DNA sequencing strategies enable fast, accurate, and cost-effect detection of rare variants, but current approaches are not able to accurately identify short insertions and deletions (indels), despite their pivotal role in genetic disease. Furthermore, the sensitivity and specificity of these methods depend on arbitrary, user-selected significance thresholds, whose optimal values change from experiment to experiment. Here, we present a combined experimental and computational strategy that combines a synthetically engineered DNA library inserted in each run and a new computational approach named SPLINTER that detects and quantifies short indels and substitutions in large pools. SPLINTER integrates information from the synthetic library to select the optimal significance thresholds for every experiment. We show that SPLINTER detects indels (up to 4 bp) and substitutions in large pools with high sensitivity and specificity, accurately quantifies variant frequency (r = 0.999), and compares favorably with existing algorithms for the analysis of pooled sequencing data. We applied our approach to analyze a cohort of 1152 individuals, identifying 48 variants and validating 14 of 14 (100%) predictions by individual genotyping. Thus, our strategy provides a novel and sensitive method that will speed the discovery of novel disease-causing rare variants.

MeSH Terms
Computational Biology/methods Gene Frequency Gene Library Genotype Humans INDEL Mutation/genetics Sensitivity and Specificity Sequence Analysis, DNA/methods Software
Authors & Affiliations
7 authors, click to expand affiliations / ORCID
Vallania Francesco L M
Center for Genome Sciences and Systems Biology, Department of Genetics, Washington University in St. Louis School of Medicine, St. Louis, Missouri 63108, USA.
Druley Todd E
Ramos Enrique
Wang Jue
Borecki Ingrid
Province Michael
Mitra Robi D
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Article Info
Journal
Genome research
Abbr.
Genome Res
ISSN
1549-5469
Published
2010-12-00
Epub
2010-00-01
Pages
1711-8
Language
English
Region
United States
NLM ID
9518021
PMCID
PMC2989997
Subset
IM
Grants
NIDA NIH HHS · 3R01DA025744-02S1 · United States
NIDA NIH HHS · R01 DA025744 · United States
NIA NIH HHS · U01 AG023746 · United States
NCI NIH HHS · K08 CA140720 · United States
NIDA NIH HHS · 1R01DA025744-01 · United States
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