The landscape of tolerated genetic variation in humans and primates.


Journal

Science (New York, N.Y.)
ISSN: 1095-9203
Titre abrégé: Science
Pays: United States
ID NLM: 0404511

Informations de publication

Date de publication:
02 06 2023
Historique:
medline: 5 6 2023
pubmed: 1 6 2023
entrez: 1 6 2023
Statut: ppublish

Résumé

Personalized genome sequencing has revealed millions of genetic differences between individuals, but our understanding of their clinical relevance remains largely incomplete. To systematically decipher the effects of human genetic variants, we obtained whole-genome sequencing data for 809 individuals from 233 primate species and identified 4.3 million common protein-altering variants with orthologs in humans. We show that these variants can be inferred to have nondeleterious effects in humans based on their presence at high allele frequencies in other primate populations. We use this resource to classify 6% of all possible human protein-altering variants as likely benign and impute the pathogenicity of the remaining 94% of variants with deep learning, achieving state-of-the-art accuracy for diagnosing pathogenic variants in patients with genetic diseases.

Identifiants

pubmed: 37262156
doi: 10.1126/science.abn8197
pmc: PMC10713091
mid: NIHMS1919567
doi:

Types de publication

Dataset Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

eabn8153

Subventions

Organisme : NIA NIH HHS
ID : P30 AG012836
Pays : United States
Organisme : NICHD NIH HHS
ID : R24 HD044964
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM089753
Pays : United States
Organisme : NIGMS NIH HHS
ID : T32 GM007748
Pays : United States
Organisme : NIH HHS
ID : P40 OD024628
Pays : United States

Commentaires et corrections

Type : UpdateOf
Type : CommentIn

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Auteurs

Hong Gao (H)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Tobias Hamp (T)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Jeffrey Ede (J)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Joshua G Schraiber (JG)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Jeremy McRae (J)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Moriel Singer-Berk (M)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Boston, MA, 02142, USA.

Yanshen Yang (Y)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Anastasia S D Dietrich (ASD)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Petko P Fiziev (PP)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Lukas F K Kuderna (LFK)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.
Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.

Laksshman Sundaram (L)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Yibing Wu (Y)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Aashish Adhikari (A)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Yair Field (Y)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Chen Chen (C)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Serafim Batzoglou (S)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Francois Aguet (F)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

Gabrielle Lemire (G)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Boston, MA, 02142, USA.
Division of Genetics and Genomics, Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115, USA.

Rebecca Reimers (R)

Division of Genetics and Genomics, Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115, USA.
Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA.

Daniel Balick (D)

Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA.
Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA.

Mareike C Janiak (MC)

School of Science, Engineering & Environment, University of Salford, Salford M5 4WT, UK.

Martin Kuhlwilm (M)

Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.
Department of Evolutionary Anthropology, University of Vienna, Djerassiplatz 1, 1030 Vienna, Austria.
Human Evolution and Archaeological Sciences (HEAS), University of Vienna, 1030 Vienna, Austria.

Joseph D Orkin (JD)

Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.
Département d'anthropologie, Université de Montréal, 3150 Jean-Brillant, Montréal, QC H3T 1N8, Canada.

Shivakumara Manu (S)

Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.
Laboratory for the Conservation of Endangered Species, CSIR-Centre for Cellular and Molecular Biology, Hyderabad 500007, India.

Alejandro Valenzuela (A)

Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.

Juraj Bergman (J)

Bioinformatics Research Centre, Aarhus University, Aarhus 8000, Denmark.
Section for Ecoinformatics & Biodiversity, Department of Biology, Aarhus University, 8000 Aarhus, Denmark.

Marjolaine Rousselle (M)

Bioinformatics Research Centre, Aarhus University, Aarhus 8000, Denmark.

Felipe Ennes Silva (FE)

Research Group on Primate Biology and Conservation, Mamirauá Institute for Sustainable Development, Estrada da Bexiga 2584, Tefé, Amazonas, CEP 69553-225, Brazil.
Evolutionary Biology and Ecology (EBE), Département de Biologie des Organismes, Université libre de Bruxelles (ULB), Av. Franklin D. Roosevelt 50, CP 160/12, B-1050 Brussels, Belgium.

Lidia Agueda (L)

CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Baldiri i Reixac 4, 08028 Barcelona, Spain.

Julie Blanc (J)

CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Baldiri i Reixac 4, 08028 Barcelona, Spain.

Marta Gut (M)

CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Baldiri i Reixac 4, 08028 Barcelona, Spain.

Dorien de Vries (D)

School of Science, Engineering & Environment, University of Salford, Salford M5 4WT, UK.

Ian Goodhead (I)

School of Science, Engineering & Environment, University of Salford, Salford M5 4WT, UK.

R Alan Harris (RA)

Human Genome Sequencing Center and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA.

Muthuswamy Raveendran (M)

Human Genome Sequencing Center and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA.

Axel Jensen (A)

Department of Ecology and Genetics, Animal Ecology, Uppsala University, SE-75236 Uppsala, Sweden.

Idriss S Chuma (IS)

Tanzania National Parks, Arusha, Tanzania.

Julie E Horvath (JE)

North Carolina Museum of Natural Sciences, Raleigh, NC 27601, USA.
Department of Biological and Biomedical Sciences, North Carolina Central University, Durham, NC 27707, USA.
Department of Biological Sciences, North Carolina State University, Raleigh, NC 27695, USA.
Department of Evolutionary Anthropology, Duke University, Durham, NC 27708, USA.
Renaissance Computing Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.

Christina Hvilsom (C)

Copenhagen Zoo, 2000 Frederiksberg, Denmark.

David Juan (D)

Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.

Peter Frandsen (P)

Copenhagen Zoo, 2000 Frederiksberg, Denmark.

Fabiano R de Melo (FR)

Universidade Federal de Viçosa, Viçosa, 36570-900, Brazil.

Fabrício Bertuol (F)

Universidade Federal do Amazonas, Departamento de Genética, Laboratório de Evolução e Genética Animal (LEGAL), Manaus, Amazonas, 69080-900, Brazil.

Hazel Byrne (H)

Department of Anthropology, University of Utah, Salt Lake City, UT 84102, USA.

Iracilda Sampaio (I)

Universidade Federal do Para, Guamá, Belém - PA, 66075-110, Brazil.

Izeni Farias (I)

Universidade Federal do Amazonas, Departamento de Genética, Laboratório de Evolução e Genética Animal (LEGAL), Manaus, Amazonas, 69080-900, Brazil.

João Valsecchi do Amaral (JV)

Research Group on Terrestrial Vertebrate Ecology, Mamirauá Institute for Sustainable Development, Tefé, Amazonas, 69553-225, Brazil.
Rede de Pesquisa para Estudos sobre Diversidade, Conservação e Uso da Fauna na Amazônia - RedeFauna, Manaus, Amazonas, 69080-900, Brazil.
Comunidad de Manejo de Fauna Silvestre en la Amazonía y en Latinoamérica - ComFauna, Iquitos, Loreto, 16001, Peru.

Mariluce Messias (M)

Universidade Federal de Rondonia, Porto Velho, Rondônia, 78900-000, Brazil.
PPGREN - Programa de Pós-Graduação "Conservação e Uso dos Recursos Naturais and BIONORTE - Programa de Pós-Graduação em Biodiversidade e Biotecnologia da Rede BIONORTE, Universidade Federal de Rondonia, Porto Velho, Rondônia, 78900-000, Brazil.

Maria N F da Silva (MNF)

Instituto Nacional de Pesquisas da Amazonia, Petrópolis, Manaus - AM, 69067-375, Brazil.

Mihir Trivedi (M)

Laboratory for the Conservation of Endangered Species, CSIR-Centre for Cellular and Molecular Biology, Hyderabad 500007, India.

Rogerio Rossi (R)

Universidade Federal do Mato Grosso, Boa Esperança, Cuiabá - MT, 78060-900, Brazil.

Tomas Hrbek (T)

Universidade Federal do Amazonas, Departamento de Genética, Laboratório de Evolução e Genética Animal (LEGAL), Manaus, Amazonas, 69080-900, Brazil.
Department of Biology, Trinity University, San Antonio, TX 78212, USA.

Nicole Andriaholinirina (N)

Life Sciences and Environment, Technology and Environment of Mahajanga, University of Mahajanga, Mahajanga, 401, Madagascar.

Clément J Rabarivola (CJ)

Life Sciences and Environment, Technology and Environment of Mahajanga, University of Mahajanga, Mahajanga, 401, Madagascar.

Alphonse Zaramody (A)

Life Sciences and Environment, Technology and Environment of Mahajanga, University of Mahajanga, Mahajanga, 401, Madagascar.

Clifford J Jolly (CJ)

New York University, New York City, NY 10012, USA.

Jane Phillips-Conroy (J)

Washington University in St. Louis, St. Louis, MO 63130, USA.

Gregory Wilkerson (G)

Keeling Center for Comparative Medicine and Research, MD Anderson Cancer Center, Houston, TX 77030, USA.

Christian Abee (C)

Keeling Center for Comparative Medicine and Research, MD Anderson Cancer Center, Houston, TX 77030, USA.

Joe H Simmons (JH)

Keeling Center for Comparative Medicine and Research, MD Anderson Cancer Center, Houston, TX 77030, USA.

Eduardo Fernandez-Duque (E)

Yale University, New Haven, CT 06520, USA.
Universidad Nacional de Formosa, Argentina Fundacion ECO, Formosa, Argentina.

Sree Kanthaswamy (S)

Arizona State University, Tempe, AZ 85281, USA.

Fekadu Shiferaw (F)

Guinea Worm Eradication Program, The Carter Center Ethiopia, PoB 16316, Addis Ababa 1000, Ethiopia.

Dongdong Wu (D)

State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China.

Long Zhou (L)

Center for Evolutionary & Organismal Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.

Yong Shao (Y)

State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China.

Guojie Zhang (G)

Center for Evolutionary & Organismal Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.
Villum Center for Biodiversity Genomics, Section for Ecology and Evolution, Department of Biology, University of Copenhagen, DK-2100 Copenhagen, Denmark.
State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China.
Liangzhu Laboratory, Zhejiang University Medical Center, 1369 West Wenyi Road, Hangzhou 311121, China.
Women's Hospital, School of Medicine, Zhejiang University, 1 Xueshi Road, Shangcheng District, Hangzhou 310006, China.

Julius D Keyyu (JD)

Tanzania Wildlife Research Institute (TAWIRI), Head Office, P.O. Box 661, Arusha, Tanzania.

Sascha Knauf (S)

Institute of International Animal Health/One Health, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, 17493 Greifswald - Insei Riems, Germany.

Minh D Le (MD)

Department of Environmental Ecology, Faculty of Environmental Sciences, University of Science and Central Institute for Natural Resources and Environmental Studies, Vietnam National University, Hanoi 100000, Vietnam.

Esther Lizano (E)

Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.
Catalan Institution of Research and Advanced Studies (ICREA), Passeig de Lluís Companys, 23, 08010 Barcelona, Spain.

Stefan Merker (S)

Department of Zoology, State Museum of Natural History Stuttgart, 70191 Stuttgart, Germany.

Arcadi Navarro (A)

Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.
Institut Català de Paleontologia Miquel Crusafont, Universitat Autònoma de Barcelona, Edifici ICTA-ICP, c/ Columnes s/n, 08193 Cerdanyola del Vallès, Barcelona, Spain.
Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Av. Doctor Aiguader, N88, 08003 Barcelona, Spain.
BarcelonaBeta Brain Research Center, Pasqual Maragall Foundation, C. Wellington 30, 08005 Barcelona, Spain.

Thomas Bataillon (T)

Bioinformatics Research Centre, Aarhus University, Aarhus 8000, Denmark.

Tilo Nadler (T)

Cuc Phuong Commune, Nho Quan District, Ninh Binh Province 430000, Vietnam.

Chiea Chuen Khor (CC)

Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), 60 Biopolis Street, Genome, Singapore 138672, Republic of Singapore.

Jessica Lee (J)

Mandai Nature, 80 Mandai Lake Road, Singapore 729826, Republic of Singapore.

Patrick Tan (P)

Genome Institute of Singapore (GIS), Agency for Science, Technology and Research (A*STAR), 60 Biopolis Street, Genome, Singapore 138672, Republic of Singapore.
SingHealth Duke-NUS Institute of Precision Medicine (PRISM), Singapore 168582, Republic of Singapore.
Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore 168582, Republic of Singapore.

Weng Khong Lim (WK)

SingHealth Duke-NUS Institute of Precision Medicine (PRISM), Singapore 168582, Republic of Singapore.
Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore 168582, Republic of Singapore.
SingHealth Duke-NUS Genomic Medicine Centre, Singapore 168582, Republic of Singapore.

Andrew C Kitchener (AC)

Department of Natural Sciences, National Museums Scotland, Chambers Street, Edinburgh EH1 1JF, UK.
School of Geosciences, University of Edinburgh, Drummond Street, Edinburgh EH8 9XP, UK.

Dietmar Zinner (D)

Cognitive Ethology Laboratory, Germany Primate Center, Leibniz Institute for Primate Research, 37077 Göttingen, Germany.
Department of Primate Cognition, Georg-August-Universität Göttingen, 37077 Göttingen, Germany.
Leibniz Science Campus Primate Cognition, 37077 Göttingen, Germany.

Ivo Gut (I)

CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Baldiri i Reixac 4, 08028 Barcelona, Spain.
Universitat Pompeu Fabra, Pg. Luís Companys 23, 08010 Barcelona, Spain.

Amanda Melin (A)

Department of Anthropology & Archaeology, University of Calgary, 2500 University Dr NW, Calgary, AB T2N 1N4, Canada.
Department of Medical Genetics, 3330 Hospital Drive NW, HMRB 202, Calgary, AB T2N 4N1, Canada.
Alberta Children's Hospital Research Institute, University of Calgary, 2500 University Dr NW, Calgary, AB T2N 1N4, Canada.

Katerina Guschanski (K)

Department of Ecology and Genetics, Animal Ecology, Uppsala University, SE-75236 Uppsala, Sweden.
Institute of Ecology and Evolution, School of Biological Sciences, University of Edinburgh, Edinburgh EH8 9XP, UK.

Mikkel Heide Schierup (MH)

Bioinformatics Research Centre, Aarhus University, Aarhus 8000, Denmark.

Robin M D Beck (RMD)

School of Science, Engineering & Environment, University of Salford, Salford M5 4WT, UK.

Govindhaswamy Umapathy (G)

Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.
Laboratory for the Conservation of Endangered Species, CSIR-Centre for Cellular and Molecular Biology, Hyderabad 500007, India.

Christian Roos (C)

Gene Bank of Primates and Primate Genetics Laboratory, German Primate Center, Leibniz Institute for Primate Research, Kellnerweg 4, 37077 Göttingen, Germany.

Jean P Boubli (JP)

School of Science, Engineering & Environment, University of Salford, Salford M5 4WT, UK.

Monkol Lek (M)

Department of Genetics, Yale School of Medicine, New Haven, CT 06520, USA.

Shamil Sunyaev (S)

Department of Biomedical Informatics, Harvard Medical School, Boston, MA, 02115, USA.
Division of Genetics, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA.

Anne O'Donnell-Luria (A)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Boston, MA, 02142, USA.
Division of Genetics and Genomics, Department of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA, 02115, USA.
Analytic and Translational Genetics Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02115, USA.

Heidi L Rehm (HL)

Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Boston, MA, 02142, USA.
Department of Genetics, Yale School of Medicine, New Haven, CT 06520, USA.
Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA 02114, USA.

Jinbo Xu (J)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.
Toyota Technological Institute at Chicago, Chicago, IL 60637, USA.

Jeffrey Rogers (J)

Human Genome Sequencing Center and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA.

Tomas Marques-Bonet (T)

Institute of Evolutionary Biology (UPF-CSIC), PRBB, Dr. Aiguader 88, 08003 Barcelona, Spain.
CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Baldiri i Reixac 4, 08028 Barcelona, Spain.
Catalan Institution of Research and Advanced Studies (ICREA), Passeig de Lluís Companys, 23, 08010 Barcelona, Spain.
Institut Català de Paleontologia Miquel Crusafont, Universitat Autònoma de Barcelona, Edifici ICTA-ICP, c/ Columnes s/n, 08193 Cerdanyola del Vallès, Barcelona, Spain.

Kyle Kai-How Farh (KK)

Illumina Artificial Intelligence Laboratory, Illumina Inc., Foster City, CA, 94404, USA.

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