Dense sampling of bird diversity increases power of comparative genomics

Shaohong Feng(BGI Group (China)), Josefin Stiller(University of Copenhagen), Yuan Deng(BGI Group (China)), Joel Armstrong(University of California, Santa Cruz), Qi Fang(BGI Group (China)), Andrew Hart Reeve(University of Copenhagen), Duo Xie(BGI Group (China)), Guangji Chen(BGI Group (China)), Chunxue Guo(BGI Group (China)), Brant C. Faircloth(Louisiana State University), Bent Petersen(University of Copenhagen), Zongji Wang(BGI Group (China)), Qi Zhou(University of Vienna), Mark Diekhans(University of California, Santa Cruz), Wanjun Chen(BGI Group (China)), Sergio Andreu‐Sánchez(University of Copenhagen), Ashot Margaryan(University of Copenhagen), Jason T. Howard, Carole A. Parent(Duke Medical Center), George Pacheco(University of Copenhagen), Mikkel‐Holger S. Sinding(University of Copenhagen), Lara Puetz(University of Copenhagen), Emily Louisa Cavill(University of Copenhagen), Ângela M. Ribeiro(University of Copenhagen), Leopold Eckhart(Medical University of Vienna), Jon Fjeldså(University of Copenhagen), Peter A. Hosner(University of Copenhagen), Robb T. Brumfield(Louisiana State University), Les Christidis(Southern Cross University), Mads F. Bertelsen(Copenhagen Zoo), Thomas Sicheritz‐Pontén(University of Copenhagen), Dieter Thomas Tietze(Universität Hamburg), Bruce C. Robertson(University of Otago), Gang Song(Griffith University), Gerald Borgia(University of Maryland, College Park), Santiago Claramunt(University of Toronto), Irby J. Lovette(Cornell University), Saul Cowen(Department of Biodiversity, Conservation and Attractions), Peter Njoroge(National Museums of Kenya), John P. Dumbacher(California Academy of Sciences), Oliver A. Ryder(University of California San Diego), Jérôme Fuchs(Centre National de la Recherche Scientifique), Michael Bunce(Curtin University), David W. Burt(The University of Queensland), Joël Cracraft(American Museum of Natural History), Guanliang Meng(China National GeneBank), Shannon J. Hackett(Field Museum of Natural History), Peter G. Ryan(University of Cape Town), Knud A. Jønsson(University of Copenhagen), Ian G. Jamieson(University of Otago), Rute R. da 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(University of East Anglia), Bengt Hansson(Lund University), Suvi Ponnikas(Lund University), Hanna Sigeman(Lund University), Martin Stervander(University of Oregon), Paul B. Frandsen(Brigham Young University), Henriëtte van der Zwan(North-West University), Rencia van der 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), Timothy B. Sackton(Harvard University), Scott V. Edwards(Harvard University), Dustin J. Foote(East Carolina University), Subir B. Shakya(Louisiana State University), Frederick H. Sheldon(Louisiana State University), Alain Vignal(École Nationale Vétérinaire de Toulouse), André E. R. Soares(University of California, Santa Cruz), Beth Shapiro(Howard Hughes Medical Institute), Jacob González‐Solís(Universitat de Barcelona), Joan Ferrer(Universitat de Barcelona), Julio Rozas(Universitat de Barcelona), Marta Riutort(Universitat de Barcelona), Anna Tigano(University of New Hampshire), Vicki L. Friesen(Queen's University), Love Dalén(Swedish Museum of Natural History), Araxi O. Urrutia(Instituto de Ecología), Tamás Székely(University of Bath), Yang Liu(Sun Yat-sen University), Michael G. Campana(Smithsonian Institution), André Corvelo(New York Genome Center), Robert C. Fleischer(Smithsonian Institution), Kim Rutherford(University of Otago), Neil J. Gemmell(University of Otago), Nicolás Dussex(Swedish Museum of Natural History), Henrik Mouritsen(Carl von Ossietzky Universität Oldenburg), Nadine Thiele(Carl von Ossietzky Universität Oldenburg), Kira E. Delmore(Max Planck Institute for Evolutionary Biology), Miriam Liedvogel(Max Planck Institute for Evolutionary Biology), André Franke(Christian-Albrechts-Universität zu Kiel), Marc P. Hoeppner(Christian-Albrechts-Universität zu Kiel), Oliver Krone(Leibniz Institute for Zoo and Wildlife Research), Adam M. Fudickar(Indiana University Bloomington), Borja Milá(Consejo Superior de Investigaciones Científicas), Ellen D. Ketterson(Indiana University Bloomington), Andrew E. 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(Universidade Federal do Ceará), Francisco Prosdocimi(Universidade Federal do Rio de Janeiro), Thomas L. Parchman(University of Nevada, Reno), Barney A. Schlinger(Smithsonian Tropical Research Institute), Bette A. Loiselle(University of Florida), John G. Blake(University of Florida), Haw Chuan Lim(Smithsonian Institution), Lainy B. Day(University of Mississippi), Matthew J. Fuxjager(Brown University), Maude W. Baldwin(Max Planck Institute for Ornithology), Michael J. Braun(Smithsonian Institution), Morgan Wirthlin(Carnegie Mellon University), Rebecca B. Dikow(Smithsonian Institution), Thomas B. Ryder(Smithsonian Conservation Biology Institute), Glauco Camenisch(University of Zurich), Lukas F. Keller(University of Zurich), Jeffrey M. DaCosta(Boston College), Márk E. Hauber(University of Illinois Urbana-Champaign), Matthew I. M. Louder(University of Illinois Urbana-Champaign), Christopher C. Witt(University of New Mexico), Jimmy A. McGuire(Museum of Vertebrate Zoology), 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 Luis Padovan Aleixo(University of Helsinki), Ana Tereza Ribeiro de Vasconcelos(Laboratório Nacional de Computação Científica), Claudio V. Mello(Oregon Health & Science University), Jason T. Weir(University of Toronto), David Haussler(University of California, Santa Cruz), Qiye Li(BGI Group (China)), Huanming Yang(BGI Group (China)), Jian Wang(BGI Group (China)), Fumin Lei(Chinese Academy of Sciences), Carsten Rahbek(University of Copenhagen), M. Thomas P. Gilbert(University of Copenhagen), Gary R. Graves(Smithsonian Institution), Erich D. Jarvis(Howard Hughes Medical Institute), Benedict Paten(University of California, Santa Cruz), Guojie Zhang(University of Copenhagen)
Nature
November 11, 2020
Cited by 537Open Access
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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. A dataset of the genomes of 363 species from the Bird 10,000 Genomes Project shows increased power to detect shared and lineage-specific variation, demonstrating the importance of phylogenetically diverse taxon sampling in whole-genome sequencing.


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