Combined genome-wide association study of 136 quantitative ear morphology traits in multiple populations reveal 8 novel loci.


Journal

PLoS genetics
ISSN: 1553-7404
Titre abrégé: PLoS Genet
Pays: United States
ID NLM: 101239074

Informations de publication

Date de publication:
07 2023
Historique:
received: 16 09 2022
accepted: 16 05 2023
medline: 19 7 2023
pubmed: 17 7 2023
entrez: 17 7 2023
Statut: epublish

Résumé

Human ear morphology, a complex anatomical structure represented by a multidimensional set of correlated and heritable phenotypes, has a poorly understood genetic architecture. In this study, we quantitatively assessed 136 ear morphology traits using deep learning analysis of digital face images in 14,921 individuals from five different cohorts in Europe, Asia, and Latin America. Through GWAS meta-analysis and C-GWASs, a recently introduced method to effectively combine GWASs of many traits, we identified 16 genetic loci involved in various ear phenotypes, eight of which have not been previously associated with human ear features. Our findings suggest that ear morphology shares genetic determinants with other surface ectoderm-derived traits such as facial variation, mono eyebrow, and male pattern baldness. Our results enhance the genetic understanding of human ear morphology and shed light on the shared genetic contributors of different surface ectoderm-derived phenotypes. Additionally, gene editing experiments in mice have demonstrated that knocking out the newly ear-associated gene (Intu) and a previously ear-associated gene (Tbx15) causes deviating mouse ear morphology.

Identifiants

pubmed: 37459304
doi: 10.1371/journal.pgen.1010786
pii: PGENETICS-D-22-01067
pmc: PMC10351707
doi:

Banques de données

figshare
['10.6084/m9.figshare.20961640.v1']

Types de publication

Meta-Analysis Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e1010786

Subventions

Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/I021213/1
Pays : United Kingdom
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : Medical Research Council
Pays : United Kingdom
Organisme : Versus Arthritis
Pays : United Kingdom
Organisme : Department of Health
Pays : United Kingdom

Informations de copyright

Copyright: © 2023 Li 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

The authors have declared that no competing interests exist.

Références

Dev Dyn. 2012 Feb;241(2):294-302
pubmed: 22184056
PLoS Genet. 2014 Sep 25;10(9):e1004572
pubmed: 25254375
Nat Commun. 2016 May 19;7:11616
pubmed: 27193062
Am J Hum Genet. 2019 Jan 3;104(1):65-75
pubmed: 30595370
Nat Methods. 2014 Apr;11(4):407-9
pubmed: 24531419
Cell. 2015 Sep 24;163(1):68-83
pubmed: 26365491
Nat Genet. 2021 Jan;53(1):45-53
pubmed: 33288918
Cell Rep. 2018 May 1;23(5):1581-1597
pubmed: 29719267
Nature. 2012 Nov 1;491(7422):56-65
pubmed: 23128226
Nucleic Acids Res. 2019 Jan 8;47(D1):D801-D806
pubmed: 30407599
Nat Commun. 2022 Dec 20;13(1):7832
pubmed: 36539420
BMC Genomics. 2018 Jun 19;19(1):481
pubmed: 29921221
Am J Hum Genet. 2017 Dec 7;101(6):913-924
pubmed: 29198719
Nucleic Acids Res. 2019 Jan 8;47(D1):D774-D779
pubmed: 30335138
Nat Commun. 2018 Dec 20;9(1):5407
pubmed: 30573740
Arch Otolaryngol. 1970 Apr;91(4):334-5
pubmed: 4909009
Nat Genet. 2018 Mar;50(3):414-423
pubmed: 29459680
J Med Genet. 2017 Jun;54(6):371-380
pubmed: 28289185
Nat Genet. 2011 Jun;43(6):561-4
pubmed: 21572415
Eur J Epidemiol. 2017 Sep;32(9):807-850
pubmed: 29064009
PLoS One. 2017 Apr 25;12(4):e0176566
pubmed: 28441456
PLoS Genet. 2009 Jun;5(6):e1000529
pubmed: 19543373
Nat Genet. 2016 Jul;48(7):709-17
pubmed: 27182965
Nat Genet. 2019 Feb;51(2):230-236
pubmed: 30664745
AJNR Am J Neuroradiol. 2013 Dec;34(12):2233-40
pubmed: 23493891
Nat Commun. 2015 Jun 24;6:7500
pubmed: 26105758
PLoS Genet. 2014 Apr 17;10(4):e1004234
pubmed: 24743097
Nucleic Acids Res. 2010 Sep;38(16):e164
pubmed: 20601685
Am J Hum Genet. 2012 Mar 9;90(3):478-85
pubmed: 22341974
PLoS One. 2018 Jul 26;13(7):e0200785
pubmed: 30048462
Hum Genet. 2018 Jul;137(6-7):553-567
pubmed: 30019117
Nature. 2015 Feb 19;518(7539):317-30
pubmed: 25693563
PLoS Genet. 2012 Sep;8(9):e1002932
pubmed: 23028347
Am J Hum Genet. 2011 Jan 7;88(1):76-82
pubmed: 21167468
Hum Mol Genet. 2008 Mar 15;17(6):835-43
pubmed: 18065779
BMC Public Health. 2009 Jul 10;9:223
pubmed: 19589173
Nat Genet. 2013 Jun;45(6):580-5
pubmed: 23715323
Nature. 2012 Sep 6;489(7414):57-74
pubmed: 22955616
Nucleic Acids Res. 2007 Jan;35(Database issue):D88-92
pubmed: 17130149
Cell. 2013 Apr 11;153(2):307-19
pubmed: 23582322
PLoS Genet. 2016 Aug 25;12(8):e1006149
pubmed: 27560520
Sci China Life Sci. 2014 May;57(5):510-8
pubmed: 24752358
Nat Genet. 2015 Nov;47(11):1228-35
pubmed: 26414678
Genome Biol. 2008;9(9):R137
pubmed: 18798982
Nat Genet. 2021 Jun;53(6):830-839
pubmed: 33821002
Hum Genet. 2013 Oct;132(10):1187-91
pubmed: 23793515
Hum Mol Genet. 2015 Mar 15;24(6):1791-800
pubmed: 25429064
FASEB Bioadv. 2021 Sep 03;3(12):1011-1019
pubmed: 34938962
Elife. 2019 Nov 26;8:
pubmed: 31763980
Cell Res. 2017 Jul;27(7):933-945
pubmed: 28585534
Dev Dyn. 2015 Jun;244(6):736-47
pubmed: 25774014
Nucleic Acids Res. 2020 Jan 8;48(D1):D882-D889
pubmed: 31713622
Nature. 2010 Oct 14;467(7317):832-8
pubmed: 20881960
Nucleic Acids Res. 2017 Jan 4;45(D1):D643-D649
pubmed: 27789693
Am J Hum Genet. 2007 Sep;81(3):559-75
pubmed: 17701901
Am J Hum Genet. 2009 Oct;85(4):528-35
pubmed: 19804850
Nat Genet. 2018 Feb;50(2):229-237
pubmed: 29292387
Bioinformatics. 2015 Feb 1;31(3):418-20
pubmed: 25316677
Nat Genet. 2006 Mar;38(3):303-11
pubmed: 16493421
Cell. 2013 Feb 14;152(4):691-702
pubmed: 23415220
Nat Commun. 2019 Apr 3;10(1):1523
pubmed: 30944313
Database (Oxford). 2016 Jul 03;2016:
pubmed: 27374120
PLoS Genet. 2016 Aug 25;12(8):e1006174
pubmed: 27560698
Proc Natl Acad Sci U S A. 2018 Jan 23;115(4):E676-E685
pubmed: 29301965
Gene Expr Patterns. 2006 Jun;6(5):462-70
pubmed: 16458617
Bioinformatics. 2010 Mar 15;26(6):841-2
pubmed: 20110278
Nucleic Acids Res. 2014 Jan;42(Database issue):D1001-6
pubmed: 24316577
Dev Biol. 2014 Jul 15;391(2):133-46
pubmed: 24780627
J Anat. 2016 Feb;228(2):217-32
pubmed: 26227955

Auteurs

Yi Li (Y)

CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, China.
CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, China.

Ziyi Xiong (Z)

Department of Genetic Identification, Erasmus MC, University Medical Center, the Netherlands.
Department of Epidemiology, Erasmus MC, University Medical Center, the Netherlands.

Manfei Zhang (M)

CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, China.
Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, China.
State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, China.

Pirro G Hysi (PG)

Department of Twin Research and Genetic Epidemiology, King's College London, United Kingdom.

Yu Qian (Y)

CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, China.
Beijing No.8 High School, Beijing, China.

Kaustubh Adhikari (K)

Department of Genetics, Evolution and Environment, and UCL Genetics Institute, University College London, United Kingdom.
School of Mathematics and Statistics, Faculty of Science, Technology, Engineering and Mathematics, The Open University, United Kingdom.

Jun Weng (J)

Center for Biometrics and Security Research & National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China.

Sijie Wu (S)

CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, China.
State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, China.
Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, China.

Siyuan Du (S)

CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, China.
Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Ministry of Education, Shanghai Jiao Tong University, Shanghai, China.
University of Chinese Academy of Sciences, China.

Rolando Gonzalez-Jose (R)

Instituto Patagonico de Ciencias Sociales y Humanas, Centro Nacional Patagonico, CONICET, Argentina.

Lavinia Schuler-Faccini (L)

Departamento de Genetica, Universidade Federal do Rio Grande do Sul, Brasil.

Maria-Catira Bortolini (MC)

Departamento de Genetica, Universidade Federal do Rio Grande do Sul, Brasil.

Victor Acuna-Alonzo (V)

Molecular Genetics Laboratory, National School of Anthropology and History, Mexico.

Samuel Canizales-Quinteros (S)

Unidad de Genomica de Poblaciones Aplicada a la Salud, Facultad de Quimica, UNAM-Instituto Nacional de Medicina Genomica, Mexico.

Carla Gallo (C)

Laboratorios de Investigacion y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Peru.

Giovanni Poletti (G)

Laboratorios de Investigacion y Desarrollo, Facultad de Ciencias y Filosofía, Universidad Peruana Cayetano Heredia, Peru.

Gabriel Bedoya (G)

GENMOL (Genetica Molecular), Universidad de Antioquia, Medellin, Colombia.

Francisco Rothhammer (F)

Instituto de Alta Investigacion, Universidad de Tarapaca, Chile.

Jiucun Wang (J)

State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, China.
Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, China.

Jingze Tan (J)

Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, China.

Ziyu Yuan (Z)

Fudan-Taizhou Institute of Health Sciences, China.

Li Jin (L)

CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, China.
State Key Laboratory of Genetic Engineering, Human Phenome Institute, Zhangjiang Fudan International Innovation Center, Fudan University, China.
Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, China.
Fudan-Taizhou Institute of Health Sciences, China.

André G Uitterlinden (AG)

Department of Epidemiology, Erasmus MC, University Medical Center, the Netherlands.
Department of Internal Medicine, Erasmus MC, University Medical Center, the Netherlands.

Mohsen Ghanbari (M)

Department of Epidemiology, Erasmus MC, University Medical Center, the Netherlands.

M Arfan Ikram (MA)

Department of Epidemiology, Erasmus MC, University Medical Center, the Netherlands.

Tamar Nijsten (T)

Department of Dermatology, Erasmus MC, University Medical Center, the Netherlands.

Xiangyu Zhu (X)

Center for Biometrics and Security Research & National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China.
School of Artificial Intelligence, University of Chinese Academy of Sciences, China.

Zhen Lei (Z)

Center for Biometrics and Security Research & National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, China.
School of Artificial Intelligence, University of Chinese Academy of Sciences, China.

Peilin Jia (P)

CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, China.

Andres Ruiz-Linares (A)

Department of Genetics, Evolution and Environment, and UCL Genetics Institute, University College London, United Kingdom.
Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, China.
Aix-Marseille Universite, CNRS, EFS, ADES, France.

Timothy D Spector (TD)

Department of Twin Research and Genetic Epidemiology, King's College London, United Kingdom.

Sijia Wang (S)

CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences, China.
Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, China.

Manfred Kayser (M)

Department of Genetic Identification, Erasmus MC, University Medical Center, the Netherlands.

Fan Liu (F)

CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, China.
Department of Genetic Identification, Erasmus MC, University Medical Center, the Netherlands.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH