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PMID: 16582435 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

A general population-genetic model for the production by population structure of spurious genotype-phenotype associations in discrete, admixed or spatially distributed populations.

Genetics ·Vol. 173 ·No. 3 ·2006-07-00 ·Pages 1665-78

Rosenberg NA, Nordborg M

Abstract

In linkage disequilibrium mapping of genetic variants causally associated with phenotypes, spurious associations can potentially be generated by any of a variety of types of population structure. However, mathematical theory of the production of spurious associations has largely been restricted to population structure models that involve the sampling of individuals from a collection of discrete subpopulations. Here, we introduce a general model of spurious association in structured populations, appropriate whether the population structure involves discrete groups, admixture among such groups, or continuous variation across space. Under the assumptions of the model, we find that a single common principle--applicable to both the discrete and admixed settings as well as to spatial populations--gives a necessary and sufficient condition for the occurrence of spurious associations. Using a mathematical connection between the discrete and admixed cases, we show that in admixed populations, spurious associations are less severe than in corresponding mixtures of discrete subpopulations, especially when the variance of admixture across individuals is small. This observation, together with the results of simulations that examine the relative influences of various model parameters, has important implications for the design and analysis of genetic association studies in structured populations.

MeSH Terms
Computer Simulation Genetics, Population/methods Genotype Models, Genetic Phenotype
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Rosenberg Noah A
Department of Human Genetics, Bioinformatics Program and the Life Sciences Institute, University of Michigan, Michigan 48109-2218, USA. [email protected]
Nordborg Magnus
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Article Info
Journal
Genetics
Abbr.
Genetics
ISSN
0016-6731
Published
2006-07-00
Epub
2006-00-02
Pages
1665-78
Language
English
Region
United States
NLM ID
0374636
PMCID
PMC1526699
Subset
IM
Grants
NHGRI NIH HHS · P50 HG002790 · United States
NHGRI NIH HHS · P50HG002790 · United States
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