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Dense sampling of bird diversity increases power of comparative genomics

Author

Listed:
  • Shaohong Feng

    (China National GeneBank, BGI-Shenzhen
    Kunming Institute of Zoology, Chinese Academy of Sciences
    BGI-Shenzhen)

  • Josefin Stiller

    (University of Copenhagen)

  • Yuan Deng

    (China National GeneBank, BGI-Shenzhen
    BGI-Shenzhen
    University of Copenhagen)

  • Joel Armstrong

    (UC Santa Cruz Genomics Institute, UC Santa Cruz)

  • Qi Fang

    (China National GeneBank, BGI-Shenzhen
    BGI-Shenzhen
    University of Copenhagen)

  • Andrew Hart Reeve

    (University of Copenhagen)

  • Duo Xie

    (China National GeneBank, BGI-Shenzhen
    BGI-Shenzhen
    University of Chinese Academy of Sciences)

  • Guangji Chen

    (China National GeneBank, BGI-Shenzhen
    BGI-Shenzhen
    University of Chinese Academy of Sciences)

  • Chunxue Guo

    (China National GeneBank, BGI-Shenzhen
    BGI-Shenzhen)

  • Brant C. Faircloth

    (Louisiana State University
    Louisiana State University)

  • Bent Petersen

    (AIMST University
    University of Copenhagen)

  • Zongji Wang

    (China National GeneBank, BGI-Shenzhen
    BGI-Shenzhen
    Zhejiang University
    University of Vienna)

  • Qi Zhou

    (Zhejiang University
    University of Vienna
    Zhejiang University)

  • Mark Diekhans

    (UC Santa Cruz Genomics Institute, UC Santa Cruz)

  • Wanjun Chen

    (China National GeneBank, BGI-Shenzhen
    BGI-Shenzhen)

  • Sergio Andreu-Sánchez

    (University of Copenhagen)

  • Ashot Margaryan

    (University of Copenhagen
    National Academy of Sciences)

  • Jason Travis Howard

    (Novogene)

  • Carole Parent

    (Duke University Medical Center)

  • George Pacheco

    (University of Copenhagen)

  • Mikkel-Holger S. Sinding

    (University of Copenhagen)

  • Lara Puetz

    (University of Copenhagen)

  • Emily Cavill

    (University of Copenhagen)

  • Ângela M. Ribeiro

    (University of Copenhagen)

  • Leopold Eckhart

    (Medical University of Vienna)

  • Jon Fjeldså

    (University of Copenhagen
    University of Copenhagen)

  • Peter A. Hosner

    (University of Copenhagen
    University of Copenhagen)

  • Robb T. Brumfield

    (Louisiana State University
    Louisiana State University)

  • Les Christidis

    (Southern Cross University)

  • Mads F. Bertelsen

    (Centre for Zoo and Wild Animal Health, Copenhagen Zoo)

  • Thomas Sicheritz-Ponten

    (AIMST University
    University of Copenhagen)

  • Dieter Thomas Tietze

    (Universität Hamburg)

  • Bruce C. Robertson

    (University of Otago)

  • Gang Song

    (Institute of Zoology, Chinese Academy of Sciences
    Griffith University)

  • Gerald Borgia

    (University of Maryland)

  • Santiago Claramunt

    (Royal Ontario Museum
    University of Toronto)

  • Irby J. Lovette

    (Cornell University)

  • Saul J. Cowen

    (Biodiversity and Conservation Science, Department of Biodiversity Conservation and Attractions)

  • Peter Njoroge

    (National Museums of Kenya)

  • John Philip Dumbacher

    (California Academy of Sciences)

  • Oliver A. Ryder

    (San Diego Zoo Institute for Conservation Research
    University of California San Diego)

  • Jérôme Fuchs

    (Université des Antilles)

  • Michael Bunce

    (Curtin University)

  • David W. Burt

    (University of Queensland)

  • Joel Cracraft

    (American Museum of Natural History)

  • Guanliang Meng

    (China National GeneBank, BGI-Shenzhen)

  • Shannon J. Hackett

    (Integrative Research Center, Field Museum of Natural History)

  • Peter G. Ryan

    (University of Cape Town)

  • Knud Andreas Jønsson

    (University of Copenhagen)

  • Ian G. Jamieson

    (University of Otago)

  • Rute R. Fonseca

    (University of Copenhagen)

  • Edward L. Braun

    (University of Florida)

  • Peter Houde

    (New Mexico State University)

  • Siavash Mirarab

    (University of California San Diego)

  • Alexander Suh

    (Uppsala University
    Uppsala University
    University of East Anglia)

  • Bengt Hansson

    (Lund University)

  • Suvi Ponnikas

    (Lund University)

  • Hanna Sigeman

    (Lund University)

  • Martin Stervander

    (Lund University
    University of Oregon)

  • Paul B. Frandsen

    (Brigham Young University
    Smithsonian Institution)

  • Henriette Zwan

    (North-West University)

  • Rencia Sluis

    (North-West University)

  • Carina Visser

    (University of Pretoria)

  • Christopher N. Balakrishnan

    (East Carolina University)

  • Andrew G. Clark

    (Cornell University)

  • John W. Fitzpatrick

    (Cornell University)

  • Reed Bowman

    (Archbold Biological Station)

  • Nancy Chen

    (University of Rochester)

  • Alison Cloutier

    (Harvard University
    Harvard University)

  • Timothy B. Sackton

    (Harvard University)

  • Scott V. Edwards

    (Harvard University
    Harvard University)

  • Dustin J. Foote

    (East Carolina University
    Sylvan Heights Bird Park)

  • Subir B. Shakya

    (Louisiana State University
    Louisiana State University)

  • Frederick H. Sheldon

    (Louisiana State University
    Louisiana State University)

  • Alain Vignal

    (Université de Toulouse)

  • André E. R. Soares

    (Laboratório Nacional de Computação Científica
    University of California Santa Cruz)

  • Beth Shapiro

    (University of California Santa Cruz
    University of California Santa Cruz)

  • Jacob González-Solís

    (Universitat de Barcelona
    Universitat de Barcelona)

  • Joan Ferrer-Obiol

    (Universitat de Barcelona
    Universitat de Barcelona)

  • Julio Rozas

    (Universitat de Barcelona
    Universitat de Barcelona)

  • Marta Riutort

    (Universitat de Barcelona
    Universitat de Barcelona)

  • Anna Tigano

    (University of New Hampshire
    Queen’s University)

  • Vicki Friesen

    (Queen’s University)

  • Love Dalén

    (Swedish Museum of Natural History
    Centre for Palaeogenetics)

  • Araxi O. Urrutia

    (University of Bath
    Instituto de Ecologia, UNAM)

  • Tamás Székely

    (University of Bath)

  • Yang Liu

    (Sun Yat-sen University)

  • Michael G. Campana

    (Smithsonian Conservation Biology Institute, Smithsonian Institution)

  • André Corvelo

    (New York Genome Center)

  • Robert C. Fleischer

    (Smithsonian Conservation Biology Institute, Smithsonian Institution)

  • Kim M. Rutherford

    (University of Otago)

  • Neil J. Gemmell

    (University of Otago)

  • Nicolas Dussex

    (Swedish Museum of Natural History
    Centre for Palaeogenetics
    University of Otago)

  • Henrik Mouritsen

    (University of Oldenburg)

  • Nadine Thiele

    (University of Oldenburg)

  • Kira Delmore

    (Texas A&M University
    Max Planck Institute for Evolutionary Biology)

  • Miriam Liedvogel

    (Max Planck Institute for Evolutionary Biology)

  • Andre Franke

    (Christian-Albrechts-University of Kiel)

  • Marc P. Hoeppner

    (Christian-Albrechts-University of Kiel)

  • Oliver Krone

    (Leibniz Institute for Zoo and Wildlife Research)

  • Adam M. Fudickar

    (Indiana University)

  • Borja Milá

    (Spanish National Research Council (CSIC))

  • Ellen D. Ketterson

    (Indiana University)

  • Andrew Eric Fidler

    (University of Auckland)

  • Guillermo Friis

    (New York University – Abu Dhabi)

  • Ángela M. Parody-Merino

    (Massey University)

  • Phil F. Battley

    (Massey University)

  • Murray P. Cox

    (Massey University)

  • Nicholas Costa Barroso Lima

    (Laboratório Nacional de Computação Científica
    Universidade Federal do Ceará)

  • Francisco Prosdocimi

    (Instituto de Bioquímica Médica Leopoldo de Meis)

  • Thomas Lee Parchman

    (University of Nevada Reno)

  • Barney A. Schlinger

    (UCLA
    Smithsonian Tropical Research Institute)

  • Bette A. Loiselle

    (University of Florida
    University of Florida)

  • John G. Blake

    (University of Florida)

  • Haw Chuan Lim

    (Smithsonian Conservation Biology Institute, Smithsonian Institution
    George Mason University)

  • Lainy B. Day

    (University of Mississippi)

  • Matthew J. Fuxjager

    (Brown University)

  • Maude W. Baldwin

    (Max Planck Institute for Ornithology)

  • Michael J. Braun

    (Smithsonian Institution
    University of Maryland)

  • Morgan Wirthlin

    (Carnegie Mellon University)

  • Rebecca B. Dikow

    (Smithsonian Institution)

  • T. Brandt Ryder

    (Smithsonian National Zoological Park and Conservation Biology Institute)

  • Glauco Camenisch

    (University of Zurich)

  • Lukas F. Keller

    (University of Zurich)

  • Jeffrey M. DaCosta

    (Boston College)

  • Mark E. Hauber

    (University of Illinois at Urbana-Champaign)

  • Matthew I. M. Louder

    (East Carolina University
    University of Illinois at Urbana-Champaign
    University of Tokyo)

  • Christopher C. Witt

    (University of New Mexico)

  • Jimmy A. McGuire

    (University of California, Berkeley)

  • Joann Mudge

    (National Center for Genome Resources)

  • Libby C. Megna

    (University of Wyoming)

  • Matthew D. Carling

    (University of Wyoming)

  • Biao Wang

    (The University of Melbourne)

  • Scott A. Taylor

    (University of Colorado Boulder)

  • Glaucia Del-Rio

    (Louisiana State University)

  • Alexandre Aleixo

    (University of Helsinki)

  • Ana Tereza Ribeiro Vasconcelos

    (Laboratório Nacional de Computação Científica)

  • Claudio V. Mello

    (Oregon Health and Science University)

  • Jason T. Weir

    (Royal Ontario Museum
    University of Toronto
    University of Toronto Scarborough)

  • David Haussler

    (UC Santa Cruz Genomics Institute, UC Santa Cruz)

  • Qiye Li

    (China National GeneBank, BGI-Shenzhen
    BGI-Shenzhen)

  • Huanming Yang

    (BGI-Shenzhen
    James D. Watson Institute of Genome Sciences)

  • Jian Wang

    (BGI-Shenzhen)

  • Fumin Lei

    (Institute of Zoology, Chinese Academy of Sciences
    Chinese Academy of Sciences)

  • Carsten Rahbek

    (University of Copenhagen
    University of Southern Denmark
    Peking University
    Imperial College London)

  • M. Thomas P. Gilbert

    (University of Copenhagen
    University Museum, Norwegian University of Science and Technology)

  • Gary R. Graves

    (University of Copenhagen
    Smithsonian Institution)

  • Erich D. Jarvis

    (Duke University Medical Center
    The Rockefeller University
    Howard Hughes Medical Institute)

  • Benedict Paten

    (UC Santa Cruz Genomics Institute, UC Santa Cruz)

  • Guojie Zhang

    (China National GeneBank, BGI-Shenzhen
    Kunming Institute of Zoology, Chinese Academy of Sciences
    University of Copenhagen
    Chinese Academy of Sciences)

Abstract

Whole-genome sequencing projects are increasingly populating the tree of life and characterizing biodiversity1–4. Sparse taxon sampling has previously been proposed to confound phylogenetic inference5, and captures only a fraction of the genomic diversity. Here we report a substantial step towards the dense representation of avian phylogenetic and molecular diversity, by analysing 363 genomes from 92.4% of bird families—including 267 newly sequenced genomes produced for phase II of the Bird 10,000 Genomes (B10K) Project. We use this comparative genome dataset in combination with a pipeline that leverages a reference-free whole-genome alignment to identify orthologous regions in greater numbers than has previously been possible and to recognize genomic novelties in particular bird lineages. The densely sampled alignment provides a single-base-pair map of selection, has more than doubled the fraction of bases that are confidently predicted to be under conservation and reveals extensive patterns of weak selection in predominantly non-coding DNA. Our results demonstrate that increasing the diversity of genomes used in comparative studies can reveal more shared and lineage-specific variation, and improve the investigation of genomic characteristics. We anticipate that this genomic resource will offer new perspectives on evolutionary processes in cross-species comparative analyses and assist in efforts to conserve species.

Suggested Citation

  • Shaohong Feng & Josefin Stiller & Yuan Deng & Joel Armstrong & Qi Fang & Andrew Hart Reeve & Duo Xie & Guangji Chen & Chunxue Guo & Brant C. Faircloth & Bent Petersen & Zongji Wang & Qi Zhou & Mark Di, 2020. "Dense sampling of bird diversity increases power of comparative genomics," Nature, Nature, vol. 587(7833), pages 252-257, November.
  • Handle: RePEc:nat:nature:v:587:y:2020:i:7833:d:10.1038_s41586-020-2873-9
    DOI: 10.1038/s41586-020-2873-9
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    Cited by:

    1. Theresa L. Cole & Chengran Zhou & Miaoquan Fang & Hailin Pan & Daniel T. Ksepka & Steven R. Fiddaman & Christopher A. Emerling & Daniel B. Thomas & Xupeng Bi & Qi Fang & Martin R. Ellegaard & Shaohong, 2022. "Genomic insights into the secondary aquatic transition of penguins," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    2. Guangji Chen & Dan Yu & Yu Yang & Xiang Li & Xiaojing Wang & Danyang Sun & Yanlin Lu & Rongqin Ke & Guojie Zhang & Jie Cui & Shaohong Feng, 2024. "Adaptive expansion of ERVK solo-LTRs is associated with Passeriformes speciation events," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    3. Jianhua Wang & Guan-Zhu Han, 2023. "Genome mining shows that retroviruses are pervasively invading vertebrate genomes," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    4. Zhen Huang & Ivanete De O. Furo & Jing Liu & Valentina Peona & Anderson J. B. Gomes & Wan Cen & Hao Huang & Yanding Zhang & Duo Chen & Ting Xue & Qiujin Zhang & Zhicao Yue & Quanxi Wang & Lingyu Yu & , 2022. "Recurrent chromosome reshuffling and the evolution of neo-sex chromosomes in parrots," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    5. Katherine Carbeck & Peter Arcese & Irby Lovette & Christin Pruett & Kevin Winker & Jennifer Walsh, 2023. "Candidate genes under selection in song sparrows co-vary with climate and body mass in support of Bergmann’s Rule," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    6. Matthew I. M. Louder & Hannah Justen & Abigail A. Kimmitt & Koedi S. Lawley & Leslie M. Turner & J. David Dickman & Kira E. Delmore, 2024. "Gene regulation and speciation in a migratory divide between songbirds," Nature Communications, Nature, vol. 15(1), pages 1-14, December.

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