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

被引:8
|
作者
Qu, Jiayi [1 ]
Kachman, Stephen D. [2 ]
Garrick, Dorian J. [3 ]
Fernando, Rohan L. [4 ]
Cheng, Hao [1 ]
机构
[1] Univ Calif Davis, Dept Anim Sci, Davis, CA 95616 USA
[2] Univ Nebraska, Dept Stat, Lincoln, NE USA
[3] Massey Univ, Sch Agr, Wellington, New Zealand
[4] Iowa State Univ, Dept Anim Sci, Ames, IA USA
基金
美国农业部;
关键词
linkage disequilibrium; effective population size; mutation rate; selection; minor allele frequency filtering;
D O I
10.3389/fgene.2020.00362
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
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.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Exact Distribution of Linkage Disequilibrium in the Presence of Mutation, Selection, or Minor Allele Frequency Filtering (vol 11, 362, 2020)
    Qu, Jiayi
    Kachman, Stephen D.
    Garrick, Dorian
    Fernando, Rohan L.
    Cheng, Hao
    FRONTIERS IN GENETICS, 2020, 11
  • [2] Estimating linkage disequilibrium and selection from allele frequency trajectories
    Li, Yunxiao
    Barton, John P.
    GENETICS, 2023, 223 (03)
  • [4] Bias of allele-sharing linkage statistics in the presence of intermarker linkage disequilibrium
    Ellen L Goode
    Michael D Badzioch
    Gail P Jarvik
    BMC Genetics, 6
  • [5] Bias of allele-sharing linkage statistics in the presence of intermarker linkage disequilibrium
    Goode, EL
    Badzioch, MD
    Jarvik, GP
    BMC GENETICS, 2005, 6 (Suppl 1)
  • [6] Multipoint linkage disequilibrium mapping using multilocus allele frequency data
    Johnson, T
    ANNALS OF HUMAN GENETICS, 2005, 69 : 474 - 497
  • [7] An integrated approach to reduce the impact of minor allele frequency and linkage disequilibrium on variable importance measures for genome-wide data
    Walters, Raymond
    Laurin, Charles
    Lubke, Gitta H.
    BIOINFORMATICS, 2012, 28 (20) : 2615 - 2623
  • [8] Genomic signatures of selection in cattle through variation of allele frequencies and linkage disequilibrium
    Moravcikova, Nina
    Trakovicka, Anna
    Kadlecik, Ondrej
    Kasarda, Radovan
    JOURNAL OF CENTRAL EUROPEAN AGRICULTURE, 2019, 20 (02): : 576 - 580
  • [9] LINKAGE DISEQUILIBRIUM AND GENETIC VARIANCES UNDER MUTATION-SELECTION BALANCE
    HASTINGS, A
    GENETICS, 1989, 121 (04) : 857 - 860
  • [10] A simple test for linkage disequilibrium between a marker allele and a gene mutation in heterozygote carriers
    Korostishevsky, M.
    Bonne-Tamir, B.
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON BIOINFORMATICS OF GENOME REGULATION AND STRUCTURE, VOL 2, 2004, : 202 - 205