Article ; Online: Genetic drift from the out-of-Africa bottleneck leads to biased estimation of genetic architecture and selection.
European journal of human genetics : EJHG
2021 Volume 29, Issue 10, Page(s) 1549–1556
Abstract: Most complex traits evolved in the ancestors of all modern humans and have been under negative or balancing selection to maintain the distribution of phenotypes observed today. Yet all large studies mapping genomes to complex traits occur in populations ... ...
Abstract | Most complex traits evolved in the ancestors of all modern humans and have been under negative or balancing selection to maintain the distribution of phenotypes observed today. Yet all large studies mapping genomes to complex traits occur in populations that have experienced the Out-of-Africa bottleneck. Does this bottleneck affect the way we characterise complex traits? We demonstrate using the 1000 Genomes dataset and hypothetical complex traits that genetic drift can strongly affect the joint distribution of effect size and SNP frequency, and that the bias can be positive or negative depending on subtle details. Characterisations that rely on this distribution therefore conflate genetic drift and selection. We provide a model to identify the underlying selection parameter in the presence of drift, and demonstrate that a simple sensitivity analysis may be enough to validate existing characterisations. We conclude that biobanks characterising more worldwide diversity would benefit studies of complex traits. |
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MeSH term(s) | Africa ; Gene Frequency ; Genetic Drift ; Human Migration ; Humans ; Multifactorial Inheritance ; Polymorphism, Single Nucleotide ; Racial Groups/genetics ; Selection, Genetic |
Language | English |
Publishing date | 2021-04-13 |
Publishing country | England |
Document type | Journal Article ; Research Support, Non-U.S. Gov't |
ZDB-ID | 1141470-4 |
ISSN | 1476-5438 ; 1018-4813 |
ISSN (online) | 1476-5438 |
ISSN | 1018-4813 |
DOI | 10.1038/s41431-021-00873-2 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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