TY - JOUR
T1 - Effective discovery of rare variants by pooled target capture sequencing
T2 - A comparative analysis with individually indexed target capture sequencing
AU - Ryu, Seungjin
AU - Han, Jeehae
AU - Norden-Krichmar, Trina M.
AU - Schork, Nicholas J.
AU - Suh, Yousin
N1 - Funding Information:
We would like to thank Dr. Nir Barzilai for generously providing us with the Ashkenazi Jewish DNA samples. Also we would like to thank Archana Tare for critical reading of the manuscript. This work was funded by NIH grants AG024391 , AG027734 , and AG17242 (Y. S.) and a grant from The Paul F. GlennCenter for the Biology of Human Aging (Y. S.). S. R. is the recipient of a Glenn/AFAR Scholarships for Research in the Biology of Aging. This work was supported by the Glenn Center for the Biology of Human Aging (Paul Glenn Foundation for Medical Research).
Publisher Copyright:
© 2018 Elsevier B.V.
PY - 2018/5
Y1 - 2018/5
N2 - Identification of all genetic variants associated with complex traits is one of the most important goals in modern human genetics. Genome-wide association studies (GWAS) have been successfully applied to identify common variants, which thus far explain only small portion of heritability. Interests in rare variants have been increasingly growing as an answer for this missing heritability. While next-generation sequencing allows detection of rare variants, its cost is still prohibitively high to sequence a large number of human DNA samples required for rare variant association studies. In this study, we evaluated the sensitivity and specificity of sequencing for pooled DNA samples of multiple individuals (Pool-seq) as a cost-effective and robust approach for rare variant discovery. We comparatively analyzed Pool-seq vs. individual-seq of indexed target capture of up to 960 genes in ∼1000 individuals, followed by independent genotyping validation studies. We found that Pool-seq was as effective and accurate as individual-seq in detecting rare variants and accurately estimating their minor allele frequencies (MAFs). Our results suggest that Pool-seq can be used as an efficient and cost-effective method for discovery of rare variants for population-based sequencing studies in individual laboratories.
AB - Identification of all genetic variants associated with complex traits is one of the most important goals in modern human genetics. Genome-wide association studies (GWAS) have been successfully applied to identify common variants, which thus far explain only small portion of heritability. Interests in rare variants have been increasingly growing as an answer for this missing heritability. While next-generation sequencing allows detection of rare variants, its cost is still prohibitively high to sequence a large number of human DNA samples required for rare variant association studies. In this study, we evaluated the sensitivity and specificity of sequencing for pooled DNA samples of multiple individuals (Pool-seq) as a cost-effective and robust approach for rare variant discovery. We comparatively analyzed Pool-seq vs. individual-seq of indexed target capture of up to 960 genes in ∼1000 individuals, followed by independent genotyping validation studies. We found that Pool-seq was as effective and accurate as individual-seq in detecting rare variants and accurately estimating their minor allele frequencies (MAFs). Our results suggest that Pool-seq can be used as an efficient and cost-effective method for discovery of rare variants for population-based sequencing studies in individual laboratories.
KW - Genetic variant
KW - Individually indexed target capture sequencing
KW - Pooled target capture sequencing
KW - Rare variant
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U2 - 10.1016/j.mrfmmm.2018.03.007
DO - 10.1016/j.mrfmmm.2018.03.007
M3 - Article
C2 - 29677560
AN - SCOPUS:85045459677
SN - 0027-5107
VL - 809
SP - 24
EP - 31
JO - Mutation Research - Fundamental and Molecular Mechanisms of Mutagenesis
JF - Mutation Research - Fundamental and Molecular Mechanisms of Mutagenesis
ER -