Mosaic patterns of selection in genomic regions associated with diverse human traits.
Journal
PLoS genetics
ISSN: 1553-7404
Titre abrégé: PLoS Genet
Pays: United States
ID NLM: 101239074
Informations de publication
Date de publication:
11 2022
11 2022
Historique:
received:
08
06
2022
accepted:
21
10
2022
revised:
17
11
2022
pubmed:
8
11
2022
medline:
22
11
2022
entrez:
7
11
2022
Statut:
epublish
Résumé
Natural selection shapes the genetic architecture of many human traits. However, the prevalence of different modes of selection on genomic regions associated with variation in traits remains poorly understood. To address this, we developed an efficient computational framework to calculate positive and negative enrichment of different evolutionary measures among regions associated with complex traits. We applied the framework to summary statistics from >900 genome-wide association studies (GWASs) and 11 evolutionary measures of sequence constraint, population differentiation, and allele age while accounting for linkage disequilibrium, allele frequency, and other potential confounders. We demonstrate that this framework yields consistent results across GWASs with variable sample sizes, numbers of trait-associated SNPs, and analytical approaches. The resulting evolutionary atlas maps diverse signatures of selection on genomic regions associated with complex human traits on an unprecedented scale. We detected positive enrichment for sequence conservation among trait-associated regions for the majority of traits (>77% of 290 high power GWASs), which included reproductive traits. Many traits also exhibited substantial positive enrichment for population differentiation, especially among hair, skin, and pigmentation traits. In contrast, we detected widespread negative enrichment for signatures of balancing selection (51% of GWASs) and absence of enrichment for evolutionary signals in regions associated with late-onset Alzheimer's disease. These results support a pervasive role for negative selection on regions of the human genome that contribute to variation in complex traits, but also demonstrate that diverse modes of evolution are likely to have shaped trait-associated loci. This atlas of evolutionary signatures across the diversity of available GWASs will enable exploration of the relationship between the genetic architecture and evolutionary processes in the human genome.
Identifiants
pubmed: 36342969
doi: 10.1371/journal.pgen.1010494
pii: PGENETICS-D-22-00670
pmc: PMC9671423
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, U.S. Gov't, Non-P.H.S.
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e1010494Subventions
Organisme : NIGMS NIH HHS
ID : R35 GM127087
Pays : United States
Organisme : NIGMS NIH HHS
ID : T32 GM007347
Pays : United States
Organisme : NIAID NIH HHS
ID : R01 AI153356
Pays : United States
Organisme : NIAID NIH HHS
ID : R56 AI146096
Pays : United States
Informations de copyright
Copyright: © 2022 Abraham et al. 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 credited.
Déclaration de conflit d'intérêts
I have read the journal’s policy and the authors of this manuscript have the following competing interests: A. R. is a scientific consultant for LifeMine Therapeutics, Inc.
Références
Nat Rev Genet. 2015 Jun;16(6):359-71
pubmed: 25963373
Nat Rev Genet. 2021 May;22(5):269-283
pubmed: 33408383
Nat Commun. 2020 Jul 24;11(1):3731
pubmed: 32709900
PLoS Genet. 2019 Sep 13;15(9):e1008384
pubmed: 31518343
Bioinformatics. 2015 Feb 1;31(3):418-20
pubmed: 25316677
Science. 2016 Nov 11;354(6313):760-764
pubmed: 27738015
Nat Commun. 2021 Feb 19;12(1):1164
pubmed: 33608517
Nature. 2014 Aug 14;512(7513):194-7
pubmed: 25043035
Nat Genet. 2022 Apr;54(4):412-436
pubmed: 35379992
Nat Genet. 2013 Dec;45(12):1452-8
pubmed: 24162737
Nat Genet. 2019 Sep;51(9):1321-1329
pubmed: 31477933
Nat Protoc. 2009;4(8):1184-91
pubmed: 19617889
Elife. 2019 Mar 21;8:
pubmed: 30895923
Nat Genet. 2015 Mar;47(3):284-90
pubmed: 25642633
Proc Natl Acad Sci U S A. 2021 Jun 1;118(22):
pubmed: 34050022
PLoS Genet. 2017 Jun 22;13(6):e1006328
pubmed: 28640878
Nat Rev Genet. 2020 Dec;21(12):769-781
pubmed: 32601318
Hum Mol Genet. 2018 Oct 15;27(20):3641-3649
pubmed: 30124842
Mol Biol Evol. 2017 Nov 1;34(11):2996-3005
pubmed: 28981714
Nat Genet. 2012 Sep;44(9):1015-9
pubmed: 22902787
Transl Psychiatry. 2018 May 18;8(1):99
pubmed: 29777097
Genetics. 2018 Apr;208(4):1351-1355
pubmed: 29618592
Genome Res. 2005 Aug;15(8):1034-50
pubmed: 16024819
Nucleic Acids Res. 2020 Jan 8;48(D1):D927-D932
pubmed: 31566222
Elife. 2019 Mar 21;8:
pubmed: 30895926
Nat Genet. 2018 Jul;50(7):906-908
pubmed: 29892013
Nat Genet. 2015 Nov;47(11):1352-1356
pubmed: 26366551
PLoS Genet. 2014 Aug 07;10(8):e1004412
pubmed: 25102153
Nature. 2007 Oct 18;449(7164):913-8
pubmed: 17943131
Nucleic Acids Res. 2004 Jan 1;32(Database issue):D493-6
pubmed: 14681465
Nat Genet. 2019 Sep;51(9):1339-1348
pubmed: 31427789
Am J Hum Genet. 2017 Apr 6;100(4):635-649
pubmed: 28366442
Science. 2016 Oct 7;354(6308):54-59
pubmed: 27846491
Nat Commun. 2018 Dec 4;9(1):5162
pubmed: 30514929
Nat Hum Behav. 2021 Dec;5(12):1731-1743
pubmed: 34782732
Trends Genet. 2020 Jun;36(6):415-428
pubmed: 32396835
Hum Mol Genet. 2012 Aug 1;21(15):3307-16
pubmed: 22556363
Proc Natl Acad Sci U S A. 2011 Nov 1;108(44):18026-31
pubmed: 22003128
Cell. 2017 Jun 15;169(7):1177-1186
pubmed: 28622505
PLoS Genet. 2014 May 15;10(5):e1004342
pubmed: 24831947
Nature. 2017 Jan 18;541(7637):302-310
pubmed: 28102248
Nucleic Acids Res. 2019 Jan 8;47(D1):D1005-D1012
pubmed: 30445434
Bioinformatics. 2011 Aug 1;27(15):2156-8
pubmed: 21653522
Nat Genet. 2015 Nov;47(11):1228-35
pubmed: 26414678
Proc Natl Acad Sci U S A. 2020 Aug 11;117(32):18924-18933
pubmed: 32753378
PLoS Genet. 2018 Jun 18;14(6):e1007387
pubmed: 29912945
Annu Rev Genet. 2013;47:97-120
pubmed: 24274750
Evol Lett. 2019 Jan 25;3(1):69-79
pubmed: 30788143
Am J Hum Genet. 2021 Feb 4;108(2):219-239
pubmed: 33440170
Nature. 2015 Dec 24;528(7583):499-503
pubmed: 26595274
Nat Commun. 2018 May 14;9(1):1865
pubmed: 29760457
Genetics. 2013 Feb;193(2):515-28
pubmed: 23172852
Curr Biol. 2010 Feb 23;20(4):R208-15
pubmed: 20178769
Genetics. 2018 Apr;208(4):1565-1584
pubmed: 29348143
Hum Genet. 2020 Jan;139(1):5-21
pubmed: 31201529
Nat Commun. 2021 Feb 17;12(1):1098
pubmed: 33597505
Nat Genet. 2019 Mar;51(3):414-430
pubmed: 30820047
Genome Biol Evol. 2020 Feb 1;12(2):3873-3877
pubmed: 32011695
Annu Rev Genomics Hum Genet. 2017 Aug 31;18:297-319
pubmed: 28426286
Cell. 2019 Mar 21;177(1):26-31
pubmed: 30901543
Alzheimers Dement. 2019 Oct;15(10):1333-1347
pubmed: 31473137
Genome Biol Evol. 2018 Apr 1;10(5):1315-1332
pubmed: 29722810
Nat Genet. 2018 May;50(5):746-753
pubmed: 29662166
Nat Genet. 2015 Nov;47(11):1357-62
pubmed: 26366552
Nat Genet. 2017 Apr;49(4):618-624
pubmed: 28288115
Genetics. 2008 Oct;180(2):977-93
pubmed: 18780740
Genome Res. 2010 Jan;20(1):110-21
pubmed: 19858363
PLoS Biol. 2020 Jun 8;18(6):e3000742
pubmed: 32511234