Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering

Linkage disequilibrium (LD), often expressed in terms of the squared correlation (r2) between allelic values at two loci, is an important concept in many branches of genetics and genomics. Genetic drift and recombination have opposite effects on LD, and thus r2 will keep changing until the effects o...

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Main Authors: Jiayi Qu, Stephen D. Kachman, Dorian Garrick, Rohan L. Fernando, Hao Cheng
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2020.00362/full
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spelling doaj-b5999c80db9a468081bf92b0fbdbdebc2020-11-25T03:33:37ZengFrontiers Media S.A.Frontiers in Genetics1664-80212020-04-011110.3389/fgene.2020.00362507649Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency FilteringJiayi Qu0Stephen D. Kachman1Dorian Garrick2Rohan L. Fernando3Hao Cheng4Department of Animal Science, University of California, Davis, Davis, CA, United StatesDepartment of Statistics, University of Nebraska Lincoln, Lincoln, NE, United StatesSchool of Agriculture, Massey University, Wellington, New ZealandDepartment of Animal Science, Iowa State University, Ames, IA, United StatesDepartment of Animal Science, University of California, Davis, Davis, CA, United StatesLinkage disequilibrium (LD), often expressed in terms of the squared correlation (r2) between allelic values at two loci, is an important concept in many branches of genetics and genomics. Genetic drift and recombination have opposite effects on LD, and thus r2 will keep changing until the effects of these two forces are counterbalanced. Several approximations have been used to determine the expected value of r2 at equilibrium in the presence or absence of mutation. In this paper, we propose a probability-based approach to compute the exact distribution of allele frequencies at two loci in a finite population at any generation t conditional on the distribution at generation t − 1. As r2 is a function of this distribution of allele frequencies, this approach can be used to examine the distribution of r2 over generations as it approaches equilibrium. The exact distribution of LD from our method is used to describe, quantify, and compare LD at different equilibria, including equilibrium in the absence or presence of mutation, selection, and filtering by minor allele frequency. We also propose a deterministic formula for expected LD in the presence of mutation at equilibrium based on the exact distribution of LD.https://www.frontiersin.org/article/10.3389/fgene.2020.00362/fulllinkage disequilibriumeffective population sizemutation rateselectionminor allele frequency filtering
collection DOAJ
language English
format Article
sources DOAJ
author Jiayi Qu
Stephen D. Kachman
Dorian Garrick
Rohan L. Fernando
Hao Cheng
spellingShingle Jiayi Qu
Stephen D. Kachman
Dorian Garrick
Rohan L. Fernando
Hao Cheng
Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering
Frontiers in Genetics
linkage disequilibrium
effective population size
mutation rate
selection
minor allele frequency filtering
author_facet Jiayi Qu
Stephen D. Kachman
Dorian Garrick
Rohan L. Fernando
Hao Cheng
author_sort Jiayi Qu
title Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering
title_short Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering
title_full Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering
title_fullStr Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering
title_full_unstemmed Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering
title_sort exact distribution of linkage disequilibrium in the presence of mutation, selection, or minor allele frequency filtering
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2020-04-01
description Linkage disequilibrium (LD), often expressed in terms of the squared correlation (r2) between allelic values at two loci, is an important concept in many branches of genetics and genomics. Genetic drift and recombination have opposite effects on LD, and thus r2 will keep changing until the effects of these two forces are counterbalanced. Several approximations have been used to determine the expected value of r2 at equilibrium in the presence or absence of mutation. In this paper, we propose a probability-based approach to compute the exact distribution of allele frequencies at two loci in a finite population at any generation t conditional on the distribution at generation t − 1. As r2 is a function of this distribution of allele frequencies, this approach can be used to examine the distribution of r2 over generations as it approaches equilibrium. The exact distribution of LD from our method is used to describe, quantify, and compare LD at different equilibria, including equilibrium in the absence or presence of mutation, selection, and filtering by minor allele frequency. We also propose a deterministic formula for expected LD in the presence of mutation at equilibrium based on the exact distribution of LD.
topic linkage disequilibrium
effective population size
mutation rate
selection
minor allele frequency filtering
url https://www.frontiersin.org/article/10.3389/fgene.2020.00362/full
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