Applicability of the Mutation-Selection Balance Model to Population Genetics of Heterozygous Protein-Truncating Variants in Humans

被引:16
作者
Weghorn, Donate [1 ,2 ,7 ,8 ]
Balick, Daniel J. [1 ,2 ]
Cassa, Christopher [1 ,2 ]
Kosmicki, Jack A. [3 ,4 ]
Daly, Mark J. [3 ,4 ]
Beier, David R. [5 ,6 ]
Sunyaev, Shamil R. [1 ,2 ]
机构
[1] Harvard Med Sch, Brigham & Womens Hosp, Div Genet, Boston, MA 02115 USA
[2] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
[3] Harvard Med Sch, Analyt & Translat Genet Unit, Dept Med, Massachusetts Gen Hosp, Boston, MA 02115 USA
[4] Broad Inst, Program Med & Populat Genet, Cambridge, MA USA
[5] Seattle Childrens Res Inst, Ctr Dev Biol & Regenerat Med, Seattle, WA USA
[6] Univ Washington, Sch Med, Dept Pediat, Seattle, WA 98195 USA
[7] Ctr Genom Regulat, Barcelona, Spain
[8] Univ Pompeu Fabra, Barcelona, Spain
基金
美国国家卫生研究院;
关键词
protein-truncating variants; selection inference; genetic drift; DE-NOVO MUTATIONS; RARE; EVOLUTION; PATTERNS; GROWTH; EXCESS;
D O I
10.1093/molbev/msz092
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The fate of alleles in the human population is believed to be highly affected by the stochastic force of genetic drift. Estimation of the strength of natural selection in humans generally necessitates a careful modeling of drift including complex effects of the population history and structure. Protein-truncating variants (PTVs) are expected to evolve under strong purifying selection and to have a relatively high per-gene mutation rate. Thus, it is appealing to model the population genetics of PTVs under a simple deterministic mutation-selection balance, as has been proposed earlier (Cassa et al. 2017). Here, we investigated the limits of this approximation using both computer simulations and data-driven approaches. Our simulations rely on a model of demographic history estimated from 33,370 individual exomes of the Non-Finnish European subset of the ExAC data set (Lek et al. 2016). Additionally, we compared the African and European subset of the ExAC study and analyzed de novo PTVs. We show that the mutation-selection balance model is applicable to the majority of human genes, but not to genes under the weakest selection.
引用
收藏
页码:1701 / 1710
页数:10
相关论文
共 30 条
[1]   Accurate Non-parametric Estimation of Recent Effective Population Size from Segments of Identity by Descent [J].
Browning, Sharon R. ;
Browning, Brian L. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2015, 97 (03) :404-418
[2]  
BURGER R, 1989, EVOLUTION, V43, P1748, DOI 10.1111/j.1558-5646.1989.tb02624.x
[3]   Reply to 'Selective effects of heterozygous protein-truncating variants' [J].
Cassa, Christopher A. ;
Weghorn, Donate ;
Balick, Daniel J. ;
Jordan, Daniel M. ;
Nusinow, David ;
Samocha, Kaitlin E. ;
O'Donnell-Luria, Anne ;
MacArthur, Daniel G. ;
Daly, Mark J. ;
Beier, David R. ;
Sunyaev, Shamil R. .
NATURE GENETICS, 2019, 51 (01) :3-4
[4]   Estimating the selective effects of heterozygous protein-truncating variants from human exome data [J].
Cassa, Christopher A. ;
Weghorn, Donate ;
Balick, Daniel J. ;
Jordan, Daniel M. ;
Nusinow, David ;
Samocha, Kaitlin E. ;
O'Donnell-Luria, Anne ;
MacArthur, Daniel G. ;
Daly, Mark J. ;
Beier, David R. ;
Sunyaev, Shamil R. .
NATURE GENETICS, 2017, 49 (05) :806-+
[5]   Selective effects of heterozygous protein-truncating variants [J].
Charlesworth, Brian ;
Hill, William G. .
NATURE GENETICS, 2019, 51 (01) :2-2
[6]   No evidence that selection has been less effective at removing deleterious mutations in Europeans than in Africans [J].
Do, Ron ;
Balick, Daniel ;
Li, Heng ;
Adzhubei, Ivan ;
Sunyaev, Shamil ;
Reich, David .
NATURE GENETICS, 2015, 47 (02) :126-131
[7]  
Fisher R, 1930, GENETICAL THEORY NAT
[8]   Genome-wide patterns and properties of de novo mutations in humans [J].
Francioli, Laurent C. ;
Polak, Paz P. ;
Koren, Amnon ;
Menelaou, Androniki ;
Chun, Sung ;
Renkens, Ivo ;
van Duijn, Cornelia M. ;
Swertz, Morris ;
Wijmenga, Cisca ;
van Ommen, Gertjan ;
Slagboom, P. Eline ;
Boomsma, Dorret I. ;
Ye, Kai ;
Guryev, Victor ;
Arndt, Peter F. ;
Kloosterman, Wigard P. ;
de Bakker, Paul I. W. ;
Sunyaev, Shamil R. .
NATURE GENETICS, 2015, 47 (07) :822-+
[9]   High burden of private mutations due to explosive human population growth and purifying selection [J].
Gao, Feng ;
Keinan, Alon .
BMC GENOMICS, 2014, 15
[10]   Lethals in subdivided populations [J].
Glémin, S .
GENETICS RESEARCH, 2005, 86 (01) :41-51