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PMID: 22003128 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, N.I.H., Intramural

Distribution of allele frequencies and effect sizes and their interrelationships for common genetic susceptibility variants.

Park JH, Gail MH, Weinberg CR, Carroll RJ, Chung CC, Wang Z, Chanock SJ, Fraumeni JF, Chatterjee N

Abstract

Recent discoveries of hundreds of common susceptibility SNPs from genome-wide association studies provide a unique opportunity to examine population genetic models for complex traits. In this report, we investigate distributions of various population genetic parameters and their interrelationships using estimates of allele frequencies and effect-size parameters for about 400 susceptibility SNPs across a spectrum of qualitative and quantitative traits. We calibrate our analysis by statistical power for detection of SNPs to account for overrepresentation of variants with larger effect sizes in currently known SNPs that are expected due to statistical power for discovery. Across all qualitative disease traits, minor alleles conferred "risk" more often than "protection." Across all traits, an inverse relationship existed between "regression effects" and allele frequencies. Both of these trends were remarkably strong for type I diabetes, a trait that is most likely to be influenced by selection, but were modest for other traits such as human height or late-onset diseases such as type II diabetes and cancers. Across all traits, the estimated effect-size distribution suggested the existence of increasingly large numbers of susceptibility SNPs with decreasingly small effects. For most traits, the set of SNPs with intermediate minor allele frequencies (5-20%) contained an unusually small number of susceptibility loci and explained a relatively small fraction of heritability compared with what would be expected from the distribution of SNPs in the general population. These trends could have several implications for future studies of common and uncommon variants.

MeSH Terms
Calibration Gene Frequency Genetic Variation Humans Polymorphism, Single Nucleotide
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Park Ju-Hyun
Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD 20852, USA.
Gail Mitchell H
Weinberg Clarice R
Carroll Raymond J
Chung Charles C
Wang Zhaoming
Chanock Stephen J
Fraumeni Joseph F
Chatterjee Nilanjan
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Article Info
Journal
Proceedings of the National Academy of Sciences of the United States of America
Abbr.
Proc Natl Acad Sci U S A
ISSN
1091-6490
Published
2011-11-01
Epub
2011-00-14
Pages
18026-31
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC3207674
Subset
IM
Grants
NCI NIH HHS · U01 CA057030 · United States
NCI NIH HHS · R01 CA057030 · United States
Intramural NIH HHS · United States
NCI NIH HHS · R37 CA057030 · United States
NCI NIH HHS · R37 CA057030-23 · United States
NCI NIH HHS · R27-CA057030 · United States
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