Novel genetic loci affecting facial shape variation in humans

Author:

Xiong Ziyi123,Dankova Gabriela1,Howe Laurence J4,Lee Myoung Keun5,Hysi Pirro G6,de Jong Markus A178,Zhu Gu9,Adhikari Kaustubh10ORCID,Li Dan111213,Li Yi3,Pan Bo14,Feingold Eleanor5,Marazita Mary L515ORCID,Shaffer John R515ORCID,McAloney Kerrie9,Xu Shu-Hua1112131617,Jin Li1112131819,Wang Sijia11121317,de Vrij Femke MS20ORCID,Lendemeijer Bas20,Richmond Stephen21,Zhurov Alexei21,Lewis Sarah4,Sharp Gemma C422ORCID,Paternoster Lavinia4,Thompson Holly4,Gonzalez-Jose Rolando23,Bortolini Maria Catira24,Canizales-Quinteros Samuel25,Gallo Carla26ORCID,Poletti Giovanni26,Bedoya Gabriel27,Rothhammer Francisco28,Uitterlinden André G229,Ikram M Arfan2,Wolvius Eppo7,Kushner Steven A20ORCID,Nijsten Tamar EC30,Palstra Robert-Jan TS31,Boehringer Stefan8ORCID,Medland Sarah E9,Tang Kun111213,Ruiz-Linares Andres181932,Martin Nicholas G9,Spector Timothy D6,Stergiakouli Evie422,Weinberg Seth M51533,Liu Fan13,Kayser Manfred1ORCID,

Affiliation:

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

2. Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Rotterdam, Netherlands

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

4. Medical Research Council Integrative Epidemiology Unit, Population Health Sciences, University of Bristol, Bristol, United Kingdom

5. Center for Craniofacial and Dental Genetics, Department of Oral Biology, University of Pittsburgh, Pittsburgh, United States

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

7. Department of Oral & Maxillofacial Surgery, Special Dental Care, and Orthodontics, Erasmus MC University Medical Center Rotterdam, Rotterdam, Netherlands

8. Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, Netherlands

9. QIMR Berghofer Medical Research Institute, Brisbane, Australia

10. Department of Genetics, Evolution, and Environment, University College London, London, United Kingdom

11. CAS Key Laboratory of Computational Biology, Chinese Academy of Sciences (CAS), Shanghai, China

12. CAS-MPG Partner Institute for Computational Biology (PICB), Chinese Academy of Sciences (CAS), Shanghai, China

13. Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences (CAS), Shanghai, China

14. Department of Auricular Reconstruction, Plastic Surgery Hospital, Beijing, China

15. Department of Human Genetics, University of Pittsburgh, Pittsburgh, United States

16. School of Life Science and Technology, ShanghaiTech University, Shanghai, China

17. Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China

18. State Key Laboratory of Genetic Engineering, School of Life Sciences, Fudan University, Shanghai, China

19. Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China

20. Department of Psychiatry, Erasmus MC University Medical Center Rotterdam, Rotterdam, Netherlands

21. Applied Clinical Research and Public Health, University Dental School, Cardiff University, Cardiff, United Kingdom

22. School of Oral and Dental Sciences, University of Bristol, Bristol, United Kingdom

23. Instituto Patagonico de Ciencias Sociales y Humanas, CENPAT-CONICET, Puerto Madryn, Argentina

24. Departamento de Genetica, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil

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

26. Laboratorios de Investigacion y Desarrollo, Facultad de Ciencias y Filosofıa, Universidad Peruana Cayetano Heredia, Lima, Peru

27. GENMOL (Genetica Molecular), Universidad de Antioquia, Medellın, Colombia

28. Instituto de Alta Investigacion, Universidad de Tarapaca, Arica, Chile

29. Department of Internal Medicine, Erasmus MC University Medical Center Rotterdam, Rotterdam, Netherlands

30. Department of Dermatology, Erasmus MC University Medical Center Rotterdam, Rotterdam, Netherlands

31. Department of Biochemistry, Erasmus MC University Medical Center Rotterdam, Rotterdam, Netherlands

32. Aix-Marseille Université, CNRS, EFS, ADES, Marseille, France

33. Department of Anthropology, University of Pittsburgh, Pittsburgh, United States

Abstract

The human face represents a combined set of highly heritable phenotypes, but knowledge on its genetic architecture remains limited, despite the relevance for various fields. A series of genome-wide association studies on 78 facial shape phenotypes quantified from 3-dimensional facial images of 10,115 Europeans identified 24 genetic loci reaching study-wide suggestive association (p < 5 × 10−8), among which 17 were previously unreported. A follow-up multi-ethnic study in additional 7917 individuals confirmed 10 loci including six unreported ones (padjusted < 2.1 × 10−3). A global map of derived polygenic face scores assembled facial features in major continental groups consistent with anthropological knowledge. Analyses of epigenomic datasets from cranial neural crest cells revealed abundant cis-regulatory activities at the face-associated genetic loci. Luciferase reporter assays in neural crest progenitor cells highlighted enhancer activities of several face-associated DNA variants. These results substantially advance our understanding of the genetic basis underlying human facial variation and provide candidates for future in-vivo functional studies.

Funder

Horizon 2020 - Research and Innovation Framework Programme

National Science Foundation of China

Chinese Academy of Sciences

China Scholarship Council

Netherlands Organisation for Scientific Research

Wellcome Trust

Medical Research Council

National Institute of Dental and Craniofacial Research

Leverhulme Trust

National Natural Science Foundation of China

National Health and Medical Research Council

Ministry of Science and Technology of the People's Republic of China

Shanghai Municipal Science and Technology Commission

BBSRC

Universidad de Antioquia

Science and Technology Commission of Shanghai Municipality

National Basic Research Program of China

National Key Research and Development Program China

National Program for Top-notch Young Innovative Talents of The “Wanren Jihua” Project China

Thousand Talents Plan

Max Planck-CAS Paul Gerson Unna Independent Research Group Leadership Award

Netherlands Genomics Initiative

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

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