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Linkage Disequilibrium Decay and Past Population History in the Human Genome

The fluctuation of population size has not been well studied in the previous studies of theoretical linkage disequilibrium (LD) expectation. In this study, an improved theoretical prediction of LD decay was derived to account for the effects of changes in effective population sizes. The equation was...

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Autor principal: Park, Leeyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3462787/
https://www.ncbi.nlm.nih.gov/pubmed/23056365
http://dx.doi.org/10.1371/journal.pone.0046603
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author Park, Leeyoung
author_facet Park, Leeyoung
author_sort Park, Leeyoung
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description The fluctuation of population size has not been well studied in the previous studies of theoretical linkage disequilibrium (LD) expectation. In this study, an improved theoretical prediction of LD decay was derived to account for the effects of changes in effective population sizes. The equation was used to estimate effective population size (N(e)) assuming a constant N(e) and LD at equilibrium, and these N(e) estimates implied the past changes of N(e) for a certain number of generations until equilibrium, which differed based on recombination rate. As the influence of recent population history on the N(e) estimates is larger than old population history, recent changes in population size can be inferred more accurately than old changes. The theoretical predictions based on this improved expression showed accurate agreement with the simulated values. When applied to human genome data, the detailed recent history of human populations was obtained. The inferred past population history of each population showed good correspondence with historical studies. Specifically, four populations (three African ancestries and one Mexican ancestry) showed population growth that was significantly less than that of other populations, and two populations originated from China showed prominent exponential growth. During the examination of overall LD decay in the human genome, a selection pressure on chromosome 14, the gephyrin gene, was observed in all populations.
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spelling pubmed-34627872012-10-10 Linkage Disequilibrium Decay and Past Population History in the Human Genome Park, Leeyoung PLoS One Research Article The fluctuation of population size has not been well studied in the previous studies of theoretical linkage disequilibrium (LD) expectation. In this study, an improved theoretical prediction of LD decay was derived to account for the effects of changes in effective population sizes. The equation was used to estimate effective population size (N(e)) assuming a constant N(e) and LD at equilibrium, and these N(e) estimates implied the past changes of N(e) for a certain number of generations until equilibrium, which differed based on recombination rate. As the influence of recent population history on the N(e) estimates is larger than old population history, recent changes in population size can be inferred more accurately than old changes. The theoretical predictions based on this improved expression showed accurate agreement with the simulated values. When applied to human genome data, the detailed recent history of human populations was obtained. The inferred past population history of each population showed good correspondence with historical studies. Specifically, four populations (three African ancestries and one Mexican ancestry) showed population growth that was significantly less than that of other populations, and two populations originated from China showed prominent exponential growth. During the examination of overall LD decay in the human genome, a selection pressure on chromosome 14, the gephyrin gene, was observed in all populations. Public Library of Science 2012-10-02 /pmc/articles/PMC3462787/ /pubmed/23056365 http://dx.doi.org/10.1371/journal.pone.0046603 Text en © 2012 Leeyoung Park http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Park, Leeyoung
Linkage Disequilibrium Decay and Past Population History in the Human Genome
title Linkage Disequilibrium Decay and Past Population History in the Human Genome
title_full Linkage Disequilibrium Decay and Past Population History in the Human Genome
title_fullStr Linkage Disequilibrium Decay and Past Population History in the Human Genome
title_full_unstemmed Linkage Disequilibrium Decay and Past Population History in the Human Genome
title_short Linkage Disequilibrium Decay and Past Population History in the Human Genome
title_sort linkage disequilibrium decay and past population history in the human genome
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3462787/
https://www.ncbi.nlm.nih.gov/pubmed/23056365
http://dx.doi.org/10.1371/journal.pone.0046603
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