Use of unlinked genetic markers to detect population stratification in association studies
- PMID: 10364535
- PMCID: PMC1378093
- DOI: 10.1086/302449
Use of unlinked genetic markers to detect population stratification in association studies
Abstract
We examine the issue of population stratification in association-mapping studies. In case-control studies of association, population subdivision or recent admixture of populations can lead to spurious associations between a phenotype and unlinked candidate loci. Using a model of sampling from a structured population, we show that if population stratification exists, it can be detected by use of unlinked marker loci. We show that the case-control-study design, using unrelated control individuals, is a valid approach for association mapping, provided that marker loci unlinked to the candidate locus are included in the study, to test for stratification. We suggest guidelines as to the number of unlinked marker loci to use.
Similar articles
-
Using ancestry-informative markers to define populations and detect population stratification.J Psychopharmacol. 2006 Jul;20(4 Suppl):19-26. doi: 10.1177/1359786806066041. J Psychopharmacol. 2006. PMID: 16785266 Review.
-
Case-control studies of association in structured or admixed populations.Theor Popul Biol. 2001 Nov;60(3):227-37. doi: 10.1006/tpbi.2001.1543. Theor Popul Biol. 2001. PMID: 11855957 Review.
-
Joint modeling of genetic association and population stratification using latent class models.Genet Epidemiol. 2001;21 Suppl 1:S409-14. doi: 10.1002/gepi.2001.21.s1.s409. Genet Epidemiol. 2001. PMID: 11793709
-
Generalization of the extended transmission disequilibrium test to two unlinked disease loci.Genet Epidemiol. 1999;17 Suppl 1:S661-6. doi: 10.1002/gepi.13701707108. Genet Epidemiol. 1999. PMID: 10597510
-
Association mapping in structured populations.Am J Hum Genet. 2000 Jul;67(1):170-81. doi: 10.1086/302959. Epub 2000 May 26. Am J Hum Genet. 2000. PMID: 10827107 Free PMC article.
Cited by
-
Tree-based QTL mapping with expected local genetic relatedness matrices.Am J Hum Genet. 2023 Dec 7;110(12):2077-2091. doi: 10.1016/j.ajhg.2023.10.017. Am J Hum Genet. 2023. PMID: 38065072 Free PMC article.
-
Identification of Genetic Loci Associated with Quality Traits in Almond via Association Mapping.PLoS One. 2015 Jun 25;10(6):e0127656. doi: 10.1371/journal.pone.0127656. eCollection 2015. PLoS One. 2015. PMID: 26111146 Free PMC article.
-
A powerful nonparametric statistical framework for family-based association analyses.Genetics. 2015 May;200(1):69-78. doi: 10.1534/genetics.115.175174. Epub 2015 Mar 5. Genetics. 2015. PMID: 25745024 Free PMC article.
-
Admixture mapping in lupus identifies multiple functional variants within IFIH1 associated with apoptosis, inflammation, and autoantibody production.PLoS Genet. 2013;9(2):e1003222. doi: 10.1371/journal.pgen.1003222. Epub 2013 Feb 18. PLoS Genet. 2013. PMID: 23441136 Free PMC article.
-
Time-course association mapping of the grain-filling rate in rice (Oryza sativa L.).PLoS One. 2015 Mar 19;10(3):e0119959. doi: 10.1371/journal.pone.0119959. eCollection 2015. PLoS One. 2015. PMID: 25789629 Free PMC article.
References
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
