Cargando…

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 (r(2)) 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 r(2) will keep changing until the effec...

Descripción completa

Detalles Bibliográficos
Autores principales: Qu, Jiayi, Kachman, Stephen D., Garrick, Dorian, Fernando, Rohan L., Cheng, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7212447/
https://www.ncbi.nlm.nih.gov/pubmed/32425975
http://dx.doi.org/10.3389/fgene.2020.00362
_version_ 1783531623229161472
author Qu, Jiayi
Kachman, Stephen D.
Garrick, Dorian
Fernando, Rohan L.
Cheng, Hao
author_facet Qu, Jiayi
Kachman, Stephen D.
Garrick, Dorian
Fernando, Rohan L.
Cheng, Hao
author_sort Qu, Jiayi
collection PubMed
description Linkage disequilibrium (LD), often expressed in terms of the squared correlation (r(2)) 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 r(2) will keep changing until the effects of these two forces are counterbalanced. Several approximations have been used to determine the expected value of r(2) 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 r(2) is a function of this distribution of allele frequencies, this approach can be used to examine the distribution of r(2) 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.
format Online
Article
Text
id pubmed-7212447
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-72124472020-05-18 Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering Qu, Jiayi Kachman, Stephen D. Garrick, Dorian Fernando, Rohan L. Cheng, Hao Front Genet Genetics Linkage disequilibrium (LD), often expressed in terms of the squared correlation (r(2)) 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 r(2) will keep changing until the effects of these two forces are counterbalanced. Several approximations have been used to determine the expected value of r(2) 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 r(2) is a function of this distribution of allele frequencies, this approach can be used to examine the distribution of r(2) 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. Frontiers Media S.A. 2020-04-21 /pmc/articles/PMC7212447/ /pubmed/32425975 http://dx.doi.org/10.3389/fgene.2020.00362 Text en Copyright © 2020 Qu, Kachman, Garrick, Fernando and Cheng. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Qu, Jiayi
Kachman, Stephen D.
Garrick, Dorian
Fernando, Rohan L.
Cheng, Hao
Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering
title 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_short 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
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7212447/
https://www.ncbi.nlm.nih.gov/pubmed/32425975
http://dx.doi.org/10.3389/fgene.2020.00362
work_keys_str_mv AT qujiayi exactdistributionoflinkagedisequilibriuminthepresenceofmutationselectionorminorallelefrequencyfiltering
AT kachmanstephend exactdistributionoflinkagedisequilibriuminthepresenceofmutationselectionorminorallelefrequencyfiltering
AT garrickdorian exactdistributionoflinkagedisequilibriuminthepresenceofmutationselectionorminorallelefrequencyfiltering
AT fernandorohanl exactdistributionoflinkagedisequilibriuminthepresenceofmutationselectionorminorallelefrequencyfiltering
AT chenghao exactdistributionoflinkagedisequilibriuminthepresenceofmutationselectionorminorallelefrequencyfiltering