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Identification of constrained sequence elements across 239 primate genomes

Author

Listed:
  • Lukas F. K. Kuderna

    (Illumina)

  • Jacob C. Ulirsch

    (Illumina)

  • Sabrina Rashid

    (Illumina)

  • Mohamed Ameen

    (Illumina)

  • Laksshman Sundaram

    (Illumina)

  • Glenn Hickey

    (University of California)

  • Anthony J. Cox

    (Illumina)

  • Hong Gao

    (Illumina)

  • Arvind Kumar

    (Illumina)

  • Francois Aguet

    (Illumina)

  • Matthew J. Christmas

    (Uppsala University)

  • Hiram Clawson

    (University of California)

  • Maximilian Haeussler

    (University of California)

  • Mareike C. Janiak

    (University of Salford)

  • Martin Kuhlwilm

    (University of Vienna
    University of Vienna)

  • Joseph D. Orkin

    (Université de Montréal)

  • Thomas Bataillon

    (Aarhus University)

  • Shivakumara Manu

    (Academy of Scientific and Innovative Research (AcSIR)
    CSIR-Centre for Cellular and Molecular Biology)

  • Alejandro Valenzuela

    (Universitat Pompeu Fabra)

  • Juraj Bergman

    (Aarhus University
    Aarhus University)

  • Marjolaine Rouselle

    (Aarhus University)

  • Felipe Ennes Silva

    (Research Group on Primate Biology and Conservation, Mamirauá Institute for Sustainable Development
    Université libre de Bruxelles (ULB))

  • Lidia Agueda

    (Centro Nacional de Analisis Genomico (CNAG))

  • Julie Blanc

    (Centro Nacional de Analisis Genomico (CNAG))

  • Marta Gut

    (Centro Nacional de Analisis Genomico (CNAG))

  • Dorien Vries

    (University of Salford)

  • Ian Goodhead

    (University of Salford)

  • R. Alan Harris

    (Baylor College of Medicine)

  • Muthuswamy Raveendran

    (Baylor College of Medicine)

  • Axel Jensen

    (Uppsala University)

  • Idriss S. Chuma

    (Tanzania National Parks)

  • Julie E. Horvath

    (North Carolina Museum of Natural Sciences
    North Carolina Central University
    North Carolina State University
    Duke University)

  • Christina Hvilsom

    (Copenhagen Zoo)

  • David Juan

    (Universitat Pompeu Fabra)

  • Peter Frandsen

    (Copenhagen Zoo)

  • Joshua G. Schraiber

    (Illumina)

  • Fabiano R. Melo

    (Universidade Federal de Viçosa)

  • Fabrício Bertuol

    (Universidade Federal do Amazonas, Departamento de Genética, Laboratório de Evolução e Genética Animal (LEGAL))

  • Hazel Byrne

    (University of Utah)

  • Iracilda Sampaio

    (Universidade Federal do Para)

  • Izeni Farias

    (Universidade Federal do Amazonas, Departamento de Genética, Laboratório de Evolução e Genética Animal (LEGAL))

  • João Valsecchi

    (Research Group on Terrestrial Vertebrate Ecology, Mamirauá Institute for Sustainable Development
    Rede de Pesquisa em Diversidade, Conservação e Uso da Fauna da Amazônia – RedeFauna
    Comunidad de Manejo de Fauna Silvestre en la Amazonía y en Latinoamérica—ComFauna)

  • Malu Messias

    (Universidade Federal de Rondônia)

  • Maria N. F. Silva

    (Instituto Nacional de Pesquisas da Amazônia)

  • Mihir Trivedi

    (CSIR-Centre for Cellular and Molecular Biology)

  • Rogerio Rossi

    (Universidade Federal do Mato Grosso)

  • Tomas Hrbek

    (Universidade Federal do Amazonas, Departamento de Genética, Laboratório de Evolução e Genética Animal (LEGAL)
    Trinity University)

  • Nicole Andriaholinirina

    (University of Mahajanga)

  • Clément J. Rabarivola

    (University of Mahajanga)

  • Alphonse Zaramody

    (University of Mahajanga)

  • Clifford J. Jolly

    (New York University)

  • Jane Phillips-Conroy

    (Washington University School of Medicine in St Louis)

  • Gregory Wilkerson

    (MD Anderson Cancer Center)

  • Christian Abee

    (MD Anderson Cancer Center)

  • Joe H. Simmons

    (MD Anderson Cancer Center)

  • Eduardo Fernandez-Duque

    (Yale University)

  • Sree Kanthaswamy

    (Arizona State University
    University of California)

  • Fekadu Shiferaw

    (Guinea Worm Eradication Program, The Carter Center Ethiopia)

  • Dongdong Wu

    (Chinese Academy of Sciences)

  • Long Zhou

    (Zhejiang University School of Medicine)

  • Yong Shao

    (Chinese Academy of Sciences)

  • Guojie Zhang

    (Chinese Academy of Sciences
    Zhejiang University School of Medicine
    University of Copenhagen
    Zhejiang University Medical Center)

  • Julius D. Keyyu

    (Tanzania Wildlife Research Institute (TAWIRI))

  • Sascha Knauf

    (Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health
    Justus Liebig University)

  • Minh D. Le

    (University of Science and Central Institute for Natural Resources and Environmental Studies, Vietnam National University)

  • Esther Lizano

    (Universitat Pompeu Fabra
    Universitat Autònoma de Barcelona)

  • Stefan Merker

    (State Museum of Natural History Stuttgart)

  • Arcadi Navarro

    (Universitat Pompeu Fabra
    Institució Catalana de Recerca i Estudis Avançats (ICREA)
    Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology
    Pasqual Maragall Foundation)

  • Tilo Nadler

    (Cuc Phuong Commune)

  • Chiea Chuen Khor

    (Agency for Science, Technology and Research)

  • Jessica Lee

    (Mandai Nature)

  • Patrick Tan

    (Agency for Science, Technology and Research
    SingHealth Duke–NUS Institute of Precision Medicine (PRISM)
    Duke-NUS Medical School)

  • Weng Khong Lim

    (SingHealth Duke–NUS Institute of Precision Medicine (PRISM)
    Duke-NUS Medical School
    SingHealth Duke–NUS Genomic Medicine Centre)

  • Andrew C. Kitchener

    (National Museums Scotland
    School of Geosciences)

  • Dietmar Zinner

    (Leibniz Institute for Primate Research
    Georg-August-Universität Göttingen
    Leibniz ScienceCampus Primate Cognition)

  • Ivo Gut

    (Centro Nacional de Analisis Genomico (CNAG))

  • Amanda D. Melin

    (University of Calgary
    University of Calgary
    University of Calgary)

  • Katerina Guschanski

    (Uppsala University
    University of Edinburgh)

  • Mikkel Heide Schierup

    (Aarhus University)

  • Robin M. D. Beck

    (University of Salford)

  • Ioannis Karakikes

    (Stanford University
    Stanford University)

  • Kevin C. Wang

    (Stanford University
    Stanford University School of Medicine
    Veterans Affairs Palo Alto Healthcare System)

  • Govindhaswamy Umapathy

    (Academy of Scientific and Innovative Research (AcSIR)
    CSIR-Centre for Cellular and Molecular Biology)

  • Christian Roos

    (Leibniz Institute for Primate Research)

  • Jean P. Boubli

    (University of Salford)

  • Adam Siepel

    (Cold Spring Harbor Laboratory)

  • Anshul Kundaje

    (Stanford University
    Stanford University)

  • Benedict Paten

    (University of California)

  • Kerstin Lindblad-Toh

    (Uppsala University
    Broad Institute of MIT and Harvard)

  • Jeffrey Rogers

    (Baylor College of Medicine)

  • Tomas Marques Bonet

    (Universitat Pompeu Fabra
    Centro Nacional de Analisis Genomico (CNAG)
    Universitat Autònoma de Barcelona
    Institució Catalana de Recerca i Estudis Avançats (ICREA))

  • Kyle Kai-How Farh

    (Illumina)

Abstract

Noncoding DNA is central to our understanding of human gene regulation and complex diseases1,2, and measuring the evolutionary sequence constraint can establish the functional relevance of putative regulatory elements in the human genome3–9. Identifying the genomic elements that have become constrained specifically in primates has been hampered by the faster evolution of noncoding DNA compared to protein-coding DNA10, the relatively short timescales separating primate species11, and the previously limited availability of whole-genome sequences12. Here we construct a whole-genome alignment of 239 species, representing nearly half of all extant species in the primate order. Using this resource, we identified human regulatory elements that are under selective constraint across primates and other mammals at a 5% false discovery rate. We detected 111,318 DNase I hypersensitivity sites and 267,410 transcription factor binding sites that are constrained specifically in primates but not across other placental mammals and validate their cis-regulatory effects on gene expression. These regulatory elements are enriched for human genetic variants that affect gene expression and complex traits and diseases. Our results highlight the important role of recent evolution in regulatory sequence elements differentiating primates, including humans, from other placental mammals.

Suggested Citation

  • Lukas F. K. Kuderna & Jacob C. Ulirsch & Sabrina Rashid & Mohamed Ameen & Laksshman Sundaram & Glenn Hickey & Anthony J. Cox & Hong Gao & Arvind Kumar & Francois Aguet & Matthew J. Christmas & Hiram C, 2024. "Identification of constrained sequence elements across 239 primate genomes," Nature, Nature, vol. 625(7996), pages 735-742, January.
  • Handle: RePEc:nat:nature:v:625:y:2024:i:7996:d:10.1038_s41586-023-06798-8
    DOI: 10.1038/s41586-023-06798-8
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