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Novel Genetic Loci Affecting Facial Shape Variation in Humans

111 Pages Posted: 29 Dec 2018 Publication Status: Review Complete

See all articles by Ziyi Xiong

Ziyi Xiong

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

Haibo Zhou

Chinese Academy of Sciences, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, Institute of Neuroscience

Gabriela Dankova

Erasmus University Rotterdam (EUR), Medical Center - Department of Genetic Identification

Laurence J. Howe

University of Bristol, Population Health Sciences - Medical Research Council Integrative Epidemiology Unit

Myoung Keun Lee

University of Pittsburgh - Department of Human Genetics

Pirro G. Hysi

King's College London - Department of Twin Research and Genetic Epidemiology

Markus A. de Jong

Erasmus University Rotterdam (EUR) - Medical Center - Department of Genetic Identification; Erasmus University Rotterdam (EUR) - Medical Center - Department of Oral & Maxillofacial Surgery, Special Dental Care, and Orthodontics; Leiden University - Medical Center - Department of Medical Statistics and Bioinformatics

Gu Zhu

QIMR Berghofer Medical Research Institute

Kaustubh Adhikari

University College London - Department of Genetics, Evolution and Environment

Dan Li

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology (PICB), Key Laboratory of Computational Biology

Yi Li

Chinese Academy of Sciences (CAS) - University of Chinese Academy of Sciences - Beijing Institute of Genomics - Key Laboratory of Genomic and Precision Medicine

He Li

Chinese Academy of Sciences, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, Institute of Neuroscience

Bo Pan

Plastic Surgery Hospital - Department of Auricular Reconstruction

Eleanor Feingold

University of Pittsburgh - Department of Human Genetics

Mary L. Marazita

University of Pittsburgh - Department of Human Genetics; University of Pittsburgh, Department of Oral Biology, Center for Craniofacial and Dental Genetics

John R. Shaffer

University of Pittsburgh - Department of Human Genetics; University of Pittsburgh, Department of Oral Biology, Center for Craniofacial and Dental Genetics

Kerrie McAloney

QIMR Berghofer Medical Research Institute

Shuhua Xu

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology, Key Laboratory of Computational Biology; ShanghaiTech University - School of Life Science and Technology; Chinese Academy of Sciences (CAS) - Center for Excellence in Animal Evolution and Genetics

Li Jin

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology, Key Laboratory of Computational Biology; Fudan University, School of Life Sciences, State Key Laboratory of Genetic Engineering; Fudan University, School of Life Sciences, Ministry of Education Key Laboratory of Contemporary Anthropology

Sijia Wang

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology, Key Laboratory of Computational Biology; University of Pittsburgh, Department of Oral Biology, Center for Craniofacial and Dental Genetics

Femke M. de Vrij

Erasmus University Rotterdam (EUR), Medical Center, Department of Psychiatry

Bas Lendemeijer

Erasmus University Rotterdam (EUR), Medical Center, Department of Psychiatry

Stephen Richmond

Cardiff University, University Dental School, Applied Clinical Research and Public Health

Alexei Zhurov

Cardiff University, University Dental School, Applied Clinical Research and Public Health

Erwei Zuo

Chinese Academy of Sciences, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, Institute of Neuroscience

Sarah Lewis

University of Bristol, Population Health Sciences, Medical Research Council Integrative Epidemiology Unit

Gemma Sharp

University of Bristol, Population Health Sciences, Medical Research Council Integrative Epidemiology Unit; University of Bristol - School of Oral and Dental Sciences

Lavinia Paternoster

University of Bristol, Population Health Sciences, Medical Research Council Integrative Epidemiology Unit

Holly Thompson

University of Bristol, Population Health Sciences - Medical Research Council Integrative Epidemiology Unit

Rolando Gonzalez-Jose

CENPAT-CONICET - Instituto Patagonico de Ciencias Sociales y Humanas

Maria Catira Bortolini

Universidade Federal do Rio Grande do Sul (UFRGS) - Departamento de Genetica

Samuel Canizales-Quinteros

Instituto Nacional de Medicina Genomica, Facultad de Quımica, Unidad de Genomica de Poblaciones Aplicada a la Salud

Carla Gallo

Universidad Peruana Cayetano Heredia, Facultad de Ciencias y Filosofıa, Laboratorios de Investigacion y Desarrollo

Giovanni Poletti

Universidad Peruana Cayetano Heredia, Facultad de Ciencias y Filosofıa, Laboratorios de Investigacion y Desarrollo

Gabriel Bedoya

Universidad de Antioquia - GENMOL (Genetica Molecular)

Francisco Rothhammer

Universidad de Tarapaca - Instituto de Alta Investigacion

Andre G. Uitterlinden

Erasmus University Rotterdam (EUR), Medical Center, Department of Internal Medicine ; Erasmus University Rotterdam (EUR), Medical Center, Department of Epidemiology

M. Arfan Ikram

Erasmus University Rotterdam (EUR), Medical Center, Department of Epidemiology

Eppo B. Wolvius

Erasmus University Rotterdam (EUR), Medical Center, Department of Oral & Maxillofacial Surgery, Special Dental Care, and Orthodontics

Steven A. Kushner

Erasmus University Rotterdam (EUR), Medical Center, Department of Psychiatry

Tamar Nijsten

Erasmus University Rotterdam (EUR), Medical Center, Department of Dermatology

Robert-Jan Palstra

Erasmus University Rotterdam (EUR) - Department of Biochemistry

Stefan Boehringer

Leiden University, Medical Center, Department of Medical Statistics and Bioinformatics

Sarah E. Medland

QIMR Berghofer Medical Research Institute

Kun Tang

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology, Key Laboratory of Computational Biology

Andrés Ruiz-Linares

Fudan University, School of Life Sciences, State Key Laboratory of Genetic Engineering; Fudan University, School of Life Sciences, Ministry of Education Key Laboratory of Contemporary Anthropology; Aix-Marseille University - Laboratory of Biocultural Anthropology, Law, Ethics, and Health

Nicholas G. Martin

QIMR Berghofer Medical Research Institute

Hui Yang

Chinese Academy of Sciences, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, Institute of Neuroscience

Timothy D. Spector

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

Evie Stergiakouli

University of Bristol, Population Health Sciences, Medical Research Council Integrative Epidemiology Unit; University of Bristol - School of Oral and Dental Sciences

Seth M. Weinberg

University of Pittsburgh - Department of Human Genetics; University of Pittsburgh, Department of Oral Biology, Center for Craniofacial and Dental Genetics; University of Pittsburgh - Department of Anthropology

Fan Liu

Chinese Academy of Sciences (CAS), University of Chinese Academy of Sciences, Beijing Institute of Genomics, CAS Key Laboratory of Genomic and Precision Medicine; Erasmus University Rotterdam (EUR), Medical Center, Department of Genetic Identification

Manfred Kayser

Erasmus University Rotterdam (EUR), Medical Center, Department of Genetic Identification

More...

Abstract

The human face represents a combined set of highly heritable phenotypes, but knowledge on its genetic architecture remains limited. 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, among which 17 were previously unpublished. A multi-ethnic replication study in 7,917 individuals confirmed 13 loci including 8 unpublished ones. Allele frequencies at the face-associated loci were significantly more differentiated among populations than genome background, supporting a role of nature selection in shaping genetic differentiation underlying facial variation. Analyses of epigenomic datasets from cranial neural crest cells revealed abundant cis-regulatory activities at the face-associated loci. Luciferase reporter assays in neural crest progenitor cells highlighted enhancer activities at INTU, PAX3, RPGRIP1L. Knocking-out two face-associated genes TBX15 and PAX1 in mice resulted in craniofacial dysmorphology. These results substantially advance our understanding of the genetic and functional basis of human facial variation.

Suggested Citation

Xiong, Ziyi and Zhou, Haibo and Dankova, Gabriela and Howe, Laurence J. and Lee, Myoung Keun and Hysi, Pirro G. and de Jong, Markus A. and Zhu, Gu and Adhikari, Kaustubh and Li, Dan and Li, Yi and Li, He and Pan, Bo and Feingold, Eleanor and Marazita, Mary L. and Shaffer, John R. and McAloney, Kerrie and Xu, Shuhua and Jin, Li and Wang, Sijia and de Vrij, Femke M. and Lendemeijer, Bas and Richmond, Stephen and Zhurov, Alexei and Zuo, Erwei and Lewis, Sarah and Sharp, Gemma and Paternoster, Lavinia and Thompson, Holly and Gonzalez-Jose, Rolando and Bortolini, Maria Catira and Canizales-Quinteros, Samuel and Gallo, Carla and Poletti, Giovanni and Bedoya, Gabriel and Rothhammer, Francisco and Uitterlinden, Andre G. and Ikram, M. Arfan and Wolvius, Eppo B. and Kushner, Steven A. and Nijsten, Tamar and Palstra, Robert-Jan and Boehringer, Stefan and Medland, Sarah E. and Tang, Kun and Ruiz-Linares, Andrés and Martin, Nicholas G. and Yang, Hui and Spector, Timothy D. and Stergiakouli, Evie and Weinberg, Seth M. and Liu, Fan and Kayser, Manfred, Novel Genetic Loci Affecting Facial Shape Variation in Humans (December 28, 2018). Available at SSRN: https://ssrn.com/abstract=3307375 or http://dx.doi.org/10.2139/ssrn.3307375
This version of the paper has not been formally peer reviewed.

Ziyi Xiong (Contact Author)

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

Beijing
China

Haibo Zhou

Chinese Academy of Sciences, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, Institute of Neuroscience

Shanghai
China

Gabriela Dankova

Erasmus University Rotterdam (EUR), Medical Center - Department of Genetic Identification

Rotterdam
Netherlands

Laurence J. Howe

University of Bristol, Population Health Sciences - Medical Research Council Integrative Epidemiology Unit

Bristol
United Kingdom

Myoung Keun Lee

University of Pittsburgh - Department of Human Genetics

Pittsburgh, PA
United States

Pirro G. Hysi

King's College London - Department of Twin Research and Genetic Epidemiology

London
United Kingdom

Markus A. De Jong

Erasmus University Rotterdam (EUR) - Medical Center - Department of Genetic Identification

Rotterdam
Netherlands

Erasmus University Rotterdam (EUR) - Medical Center - Department of Oral & Maxillofacial Surgery, Special Dental Care, and Orthodontics

Rotterdam
Netherlands

Leiden University - Medical Center - Department of Medical Statistics and Bioinformatics

Leiden
Netherlands

Gu Zhu

QIMR Berghofer Medical Research Institute

Brisbane, Queensland
Australia

Kaustubh Adhikari

University College London - Department of Genetics, Evolution and Environment

London, WC1E 6BT
United Kingdom

Dan Li

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology (PICB), Key Laboratory of Computational Biology

Shanghai
China

Yi Li

Chinese Academy of Sciences (CAS) - University of Chinese Academy of Sciences - Beijing Institute of Genomics - Key Laboratory of Genomic and Precision Medicine

Beijing
China

He Li

Chinese Academy of Sciences, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, Institute of Neuroscience

Shanghai
China

Bo Pan

Plastic Surgery Hospital - Department of Auricular Reconstruction

Beijing
China

Eleanor Feingold

University of Pittsburgh - Department of Human Genetics

Pittsburgh, PA
United States

Mary L. Marazita

University of Pittsburgh - Department of Human Genetics

Pittsburgh, PA
United States

University of Pittsburgh, Department of Oral Biology, Center for Craniofacial and Dental Genetics

Pittsburgh, PA
United States

John R. Shaffer

University of Pittsburgh - Department of Human Genetics

Pittsburgh, PA
United States

University of Pittsburgh, Department of Oral Biology, Center for Craniofacial and Dental Genetics

Pittsburgh, PA
United States

Kerrie McAloney

QIMR Berghofer Medical Research Institute

Brisbane, Queensland
Australia

Shuhua Xu

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology, Key Laboratory of Computational Biology

Shanghai
China

ShanghaiTech University - School of Life Science and Technology

100 Haike Road, Zhangjiang Hi-Tech Park, Pudong
Research Building
Shanghai, 201210
China

Chinese Academy of Sciences (CAS) - Center for Excellence in Animal Evolution and Genetics

Kunming
China

Li Jin

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology, Key Laboratory of Computational Biology

Shanghai
China

Fudan University, School of Life Sciences, State Key Laboratory of Genetic Engineering

Shanghai
China

Fudan University, School of Life Sciences, Ministry of Education Key Laboratory of Contemporary Anthropology

Shanghai
China

Sijia Wang

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology, Key Laboratory of Computational Biology

Shanghai
China

University of Pittsburgh, Department of Oral Biology, Center for Craniofacial and Dental Genetics

Pittsburgh, PA
United States

Femke M. De Vrij

Erasmus University Rotterdam (EUR), Medical Center, Department of Psychiatry

Rotterdam
Netherlands

Bas Lendemeijer

Erasmus University Rotterdam (EUR), Medical Center, Department of Psychiatry

Rotterdam
Netherlands

Stephen Richmond

Cardiff University, University Dental School, Applied Clinical Research and Public Health

Heath Park
Cardiff
United Kingdom

Alexei Zhurov

Cardiff University, University Dental School, Applied Clinical Research and Public Health

Heath Park
Cardiff
United Kingdom

Erwei Zuo

Chinese Academy of Sciences, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, Institute of Neuroscience

Shanghai
China

Sarah Lewis

University of Bristol, Population Health Sciences, Medical Research Council Integrative Epidemiology Unit ( email )

Bristol
United Kingdom

Gemma Sharp

University of Bristol, Population Health Sciences, Medical Research Council Integrative Epidemiology Unit

Bristol
United Kingdom

University of Bristol - School of Oral and Dental Sciences

Bristol
United Kingdom

Lavinia Paternoster

University of Bristol, Population Health Sciences, Medical Research Council Integrative Epidemiology Unit

Bristol
United Kingdom

Holly Thompson

University of Bristol, Population Health Sciences - Medical Research Council Integrative Epidemiology Unit

Bristol
United Kingdom

Rolando Gonzalez-Jose

CENPAT-CONICET - Instituto Patagonico de Ciencias Sociales y Humanas

Puerto Madryn
Argentina

Maria Catira Bortolini

Universidade Federal do Rio Grande do Sul (UFRGS) - Departamento de Genetica

Porto Alegre
Brazil

Samuel Canizales-Quinteros

Instituto Nacional de Medicina Genomica, Facultad de Quımica, Unidad de Genomica de Poblaciones Aplicada a la Salud

Mexico City
Mexico

Carla Gallo

Universidad Peruana Cayetano Heredia, Facultad de Ciencias y Filosofıa, Laboratorios de Investigacion y Desarrollo

Lima
Peru

Giovanni Poletti

Universidad Peruana Cayetano Heredia, Facultad de Ciencias y Filosofıa, Laboratorios de Investigacion y Desarrollo

Lima
Peru

Gabriel Bedoya

Universidad de Antioquia - GENMOL (Genetica Molecular)

Medellin
Colombia

Francisco Rothhammer

Universidad de Tarapaca - Instituto de Alta Investigacion

Arica
Chile

Andre G. Uitterlinden

Erasmus University Rotterdam (EUR), Medical Center, Department of Internal Medicine

Doctor Molewaterplein 40
Rotterdam, South Holland 3015 GD
Netherlands

Erasmus University Rotterdam (EUR), Medical Center, Department of Epidemiology

Rotterdam
Netherlands

M. Arfan Ikram

Erasmus University Rotterdam (EUR), Medical Center, Department of Epidemiology

Rotterdam
Netherlands

Eppo B. Wolvius

Erasmus University Rotterdam (EUR), Medical Center, Department of Oral & Maxillofacial Surgery, Special Dental Care, and Orthodontics

Rotterdam
Netherlands

Steven A. Kushner

Erasmus University Rotterdam (EUR), Medical Center, Department of Psychiatry

Rotterdam
Netherlands

Tamar Nijsten

Erasmus University Rotterdam (EUR), Medical Center, Department of Dermatology

Rotterdam
Netherlands

Robert-Jan Palstra

Erasmus University Rotterdam (EUR) - Department of Biochemistry

United States

Stefan Boehringer

Leiden University, Medical Center, Department of Medical Statistics and Bioinformatics

Leiden
Netherlands

Sarah E. Medland

QIMR Berghofer Medical Research Institute

Brisbane, Queensland
Australia

Kun Tang

Chinese Academy of Sciences (CAS), Shanghai Institute of Nutrition and Health, CAS-MPG Partner Institute for Computational Biology, Key Laboratory of Computational Biology

Shanghai
China

Andrés Ruiz-Linares

Fudan University, School of Life Sciences, State Key Laboratory of Genetic Engineering

Shanghai
China

Fudan University, School of Life Sciences, Ministry of Education Key Laboratory of Contemporary Anthropology

Shanghai
China

Aix-Marseille University - Laboratory of Biocultural Anthropology, Law, Ethics, and Health

Marseille
France

Nicholas G. Martin

QIMR Berghofer Medical Research Institute

300 Herston Rd
Herston QLD, 4006
Australia

Hui Yang

Chinese Academy of Sciences, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, Institute of Neuroscience

Shanghai
China

Timothy D. Spector

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

London
United Kingdom

Evie Stergiakouli

University of Bristol, Population Health Sciences, Medical Research Council Integrative Epidemiology Unit

Bristol
United Kingdom

University of Bristol - School of Oral and Dental Sciences

Bristol
United Kingdom

Seth M. Weinberg

University of Pittsburgh - Department of Human Genetics

Pittsburgh, PA
United States

University of Pittsburgh, Department of Oral Biology, Center for Craniofacial and Dental Genetics

Pittsburgh, PA
United States

University of Pittsburgh - Department of Anthropology

Pittsburgh, PA
United States

Fan Liu

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

Beijing
China

Erasmus University Rotterdam (EUR), Medical Center, Department of Genetic Identification ( email )

Rotterdam
Netherlands

Manfred Kayser

Erasmus University Rotterdam (EUR), Medical Center, Department of Genetic Identification ( email )

Rotterdam
Netherlands

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