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da Fonseca RR, Smith BD, Wales N, Cappellini E, Skoglund P, Fumagalli M, Samaniego JA, Carøe C, Ávila-Arcos MC, Hufnagel DE, Korneliussen TS, Vieira FG, Jakobsson M, Arriaza B, Willerslev E, Nielsen R, Hufford MB, Albrechtsen A, Ross-Ibarra J, Gilbert MTP. The origin and evolution of maize in the Southwestern United States. Nat Plants 2015; 1:14003. [PMID: 27246050 DOI: 10.1038/nplants.2014.3] [Citation(s) in RCA: 84] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Accepted: 10/08/2014] [Indexed: 05/18/2023]
Abstract
The origin of maize (Zea mays mays) in the US Southwest remains contentious, with conflicting archaeological data supporting either coastal(1-4) or highland(5,6) routes of diffusion of maize into the United States. Furthermore, the genetics of adaptation to the new environmental and cultural context of the Southwest is largely uncharacterized(7). To address these issues, we compared nuclear DNA from 32 archaeological maize samples spanning 6,000 years of evolution to modern landraces. We found that the initial diffusion of maize into the Southwest about 4,000 years ago is likely to have occurred along a highland route, followed by gene flow from a lowland coastal maize beginning at least 2,000 years ago. Our population genetic analysis also enabled us to differentiate selection during domestication for adaptation to the climatic and cultural environment of the Southwest, identifying adaptation loci relevant to drought tolerance and sugar content.
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Affiliation(s)
- Rute R da Fonseca
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
- The Bioinformatics Centre, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Bruce D Smith
- Program in Human Ecology and Archaeobiology, Department of Anthropology, National Museum of Natural History, Smithsonian Institution, Washington DC 20560, USA
| | - Nathan Wales
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
| | - Enrico Cappellini
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
| | - Pontus Skoglund
- Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
| | - Matteo Fumagalli
- Department of Integrative Biology, University of California, Berkeley, California 94720-3140, USA
| | | | - Christian Carøe
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
| | - María C Ávila-Arcos
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
- Department of Genetics, Stanford University School of Medicine, Stanford, California 94305, USA
| | - David E Hufnagel
- Department of Ecology, Evolution, &Organismal Biology, Iowa State University, 50011, USA
| | | | - Filipe Garrett Vieira
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
- Department of Integrative Biology, University of California, Berkeley, California 94720-3140, USA
| | - Mattias Jakobsson
- Department of Evolutionary Biology, Uppsala University, Uppsala 752 36, Sweden
- Science for Life Laboratory, Uppsala University, Uppsala 752 36, Sweden
| | - Bernardo Arriaza
- Instituto de Alta Investigación, Universidad de Tarapacá, 15101 Arica, Chile
| | - Eske Willerslev
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
| | - Rasmus Nielsen
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
- Department of Integrative Biology and Statistics, University of California, Berkeley, California 94720-3140, USA
| | - Matthew B Hufford
- Department of Ecology, Evolution, &Organismal Biology, Iowa State University, 50011, USA
| | - Anders Albrechtsen
- The Bioinformatics Centre, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Jeffrey Ross-Ibarra
- Department of Plant Sciences, Center for Population Biology and Genome Center, University of California, Davis, California 95616, USA
| | - M Thomas P Gilbert
- Centre for GeoGenetics, University of Copenhagen, 1350 Copenhagen, Denmark
- Trace and Environmental DNA Laboratory, Department of Environment and Agriculture, Curtin University, Perth, Western Australia, 6102, Australia
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Jarvis ED, Mirarab S, Aberer AJ, Li B, Houde P, Li C, Ho SYW, Faircloth BC, Nabholz B, Howard JT, Suh A, Weber CC, da Fonseca RR, Li J, Zhang F, Li H, Zhou L, Narula N, Liu L, Ganapathy G, Boussau B, Bayzid MS, Zavidovych V, Subramanian S, Gabaldón T, Capella-Gutiérrez S, Huerta-Cepas J, Rekepalli B, Munch K, Schierup M, Lindow B, Warren WC, Ray D, Green RE, Bruford MW, Zhan X, Dixon A, Li S, Li N, Huang Y, Derryberry EP, Bertelsen MF, Sheldon FH, Brumfield RT, Mello CV, Lovell PV, Wirthlin M, Schneider MPC, Prosdocimi F, Samaniego JA, Vargas Velazquez AM, Alfaro-Núñez A, Campos PF, Petersen B, Sicheritz-Ponten T, Pas A, Bailey T, Scofield P, Bunce M, Lambert DM, Zhou Q, Perelman P, Driskell AC, Shapiro B, Xiong Z, Zeng Y, Liu S, Li Z, Liu B, Wu K, Xiao J, Yinqi X, Zheng Q, Zhang Y, Yang H, Wang J, Smeds L, Rheindt FE, Braun M, Fjeldsa J, Orlando L, Barker FK, Jønsson KA, Johnson W, Koepfli KP, O'Brien S, Haussler D, Ryder OA, Rahbek C, Willerslev E, Graves GR, Glenn TC, McCormack J, Burt D, Ellegren H, Alström P, Edwards SV, Stamatakis A, Mindell DP, Cracraft J, Braun EL, Warnow T, Jun W, Gilbert MTP, Zhang G. Whole-genome analyses resolve early branches in the tree of life of modern birds. Science 2014; 346:1320-31. [PMID: 25504713 PMCID: PMC4405904 DOI: 10.1126/science.1253451] [Citation(s) in RCA: 1095] [Impact Index Per Article: 109.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
To better determine the history of modern birds, we performed a genome-scale phylogenetic analysis of 48 species representing all orders of Neoaves using phylogenomic methods created to handle genome-scale data. We recovered a highly resolved tree that confirms previously controversial sister or close relationships. We identified the first divergence in Neoaves, two groups we named Passerea and Columbea, representing independent lineages of diverse and convergently evolved land and water bird species. Among Passerea, we infer the common ancestor of core landbirds to have been an apex predator and confirm independent gains of vocal learning. Among Columbea, we identify pigeons and flamingoes as belonging to sister clades. Even with whole genomes, some of the earliest branches in Neoaves proved challenging to resolve, which was best explained by massive protein-coding sequence convergence and high levels of incomplete lineage sorting that occurred during a rapid radiation after the Cretaceous-Paleogene mass extinction event about 66 million years ago.
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Affiliation(s)
- Erich D Jarvis
- Department of Neurobiology, Howard Hughes Medical Institute (HHMI), and Duke University Medical Center, Durham, NC 27710, USA.
| | - Siavash Mirarab
- Department of Computer Science, The University of Texas at Austin, Austin, TX 78712, USA
| | - Andre J Aberer
- Scientific Computing Group, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany
| | - Bo Li
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China. College of Medicine and Forensics, Xi'an Jiaotong University Xi'an 710061, China. Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Peter Houde
- Department of Biology, New Mexico State University, Las Cruces, NM 88003, USA
| | - Cai Li
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China. Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Simon Y W Ho
- School of Biological Sciences, University of Sydney, Sydney, New South Wales 2006, Australia
| | - Brant C Faircloth
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, USA. Department of Biological Sciences, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Benoit Nabholz
- CNRS UMR 5554, Institut des Sciences de l'Evolution de Montpellier, Université Montpellier II Montpellier, France
| | - Jason T Howard
- Department of Neurobiology, Howard Hughes Medical Institute (HHMI), and Duke University Medical Center, Durham, NC 27710, USA
| | - Alexander Suh
- Department of Evolutionary Biology, Evolutionary Biology Centre, Uppsala University, SE-752 36 Uppsala Sweden
| | - Claudia C Weber
- Department of Evolutionary Biology, Evolutionary Biology Centre, Uppsala University, SE-752 36 Uppsala Sweden
| | - Rute R da Fonseca
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Jianwen Li
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Fang Zhang
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Hui Li
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Long Zhou
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Nitish Narula
- Department of Biology, New Mexico State University, Las Cruces, NM 88003, USA. Biodiversity and Biocomplexity Unit, Okinawa Institute of Science and Technology Onna-son, Okinawa 904-0495, Japan
| | - Liang Liu
- Department of Statistics and Institute of Bioinformatics, University of Georgia, Athens, GA 30602, USA
| | - Ganesh Ganapathy
- Department of Neurobiology, Howard Hughes Medical Institute (HHMI), and Duke University Medical Center, Durham, NC 27710, USA
| | - Bastien Boussau
- Laboratoire de Biométrie et Biologie Evolutive, Centre National de la Recherche Scientifique, Université de Lyon, F-69622 Villeurbanne, France
| | - Md Shamsuzzoha Bayzid
- Department of Computer Science, The University of Texas at Austin, Austin, TX 78712, USA
| | - Volodymyr Zavidovych
- Department of Neurobiology, Howard Hughes Medical Institute (HHMI), and Duke University Medical Center, Durham, NC 27710, USA
| | - Sankar Subramanian
- Environmental Futures Research Institute, Griffith University, Nathan, Queensland 4111, Australia
| | - Toni Gabaldón
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation, Dr. Aiguader 88, 08003 Barcelona, Spain. Universitat Pompeu Fabra, Barcelona, Spain. Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - Salvador Capella-Gutiérrez
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation, Dr. Aiguader 88, 08003 Barcelona, Spain. Universitat Pompeu Fabra, Barcelona, Spain
| | - Jaime Huerta-Cepas
- Bioinformatics and Genomics Programme, Centre for Genomic Regulation, Dr. Aiguader 88, 08003 Barcelona, Spain. Universitat Pompeu Fabra, Barcelona, Spain
| | - Bhanu Rekepalli
- Joint Institute for Computational Sciences, The University of Tennessee, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
| | - Kasper Munch
- Bioinformatics Research Centre, Aarhus University, DK-8000 Aarhus C, Denmark
| | - Mikkel Schierup
- Bioinformatics Research Centre, Aarhus University, DK-8000 Aarhus C, Denmark
| | - Bent Lindow
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Wesley C Warren
- The Genome Institute, Washington University School of Medicine, St Louis, MI 63108, USA
| | - David Ray
- Department of Biochemistry, Molecular Biology, Entomology and Plant Pathology, Mississippi State University, Mississippi State, MS 39762, USA. Institute for Genomics, Biocomputing and Biotechnology, Mississippi State University, Mississippi State, MS 39762, USA. Department of Biological Sciences, Texas Tech University, Lubbock, TX 79409, USA
| | - Richard E Green
- Department of Ecology and Evolutionary Biology, University of California Santa Cruz (UCSC), Santa Cruz, CA 95064, USA
| | - Michael W Bruford
- Organisms and Environment Division, Cardiff School of Biosciences, Cardiff University Cardiff CF10 3AX, Wales, UK
| | - Xiangjiang Zhan
- Organisms and Environment Division, Cardiff School of Biosciences, Cardiff University Cardiff CF10 3AX, Wales, UK. Key Laboratory of Animal Ecology and Conservation Biology, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Andrew Dixon
- International Wildlife Consultants, Carmarthen SA33 5YL, Wales, UK
| | - Shengbin Li
- College of Medicine and Forensics, Xi'an Jiaotong University Xi'an, 710061, China
| | - Ning Li
- State Key Laboratory for Agrobiotechnology, China Agricultural University, Beijing 100094, China
| | - Yinhua Huang
- State Key Laboratory for Agrobiotechnology, China Agricultural University, Beijing 100094, China
| | - Elizabeth P Derryberry
- Department of Ecology and Evolutionary Biology, Tulane University, New Orleans, LA 70118, USA. Museum of Natural Science and Department of Biological Sciences, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Mads Frost Bertelsen
- Center for Zoo and Wild Animal Health, Copenhagen Zoo Roskildevej 38, DK-2000 Frederiksberg, Denmark
| | - Frederick H Sheldon
- Museum of Natural Science and Department of Biological Sciences, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Robb T Brumfield
- Museum of Natural Science and Department of Biological Sciences, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Claudio V Mello
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR 97239, USA. Brazilian Avian Genome Consortium (CNPq/FAPESPA-SISBIO Aves), Federal University of Para, Belem, Para, Brazil
| | - Peter V Lovell
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR 97239, USA
| | - Morgan Wirthlin
- Department of Behavioral Neuroscience, Oregon Health and Science University, Portland, OR 97239, USA
| | - Maria Paula Cruz Schneider
- Brazilian Avian Genome Consortium (CNPq/FAPESPA-SISBIO Aves), Federal University of Para, Belem, Para, Brazil. Institute of Biological Sciences, Federal University of Para, Belem, Para, Brazil
| | - Francisco Prosdocimi
- Brazilian Avian Genome Consortium (CNPq/FAPESPA-SISBIO Aves), Federal University of Para, Belem, Para, Brazil. Institute of Medical Biochemistry Leopoldo de Meis, Federal University of Rio de Janeiro, Rio de Janeiro RJ 21941-902, Brazil
| | - José Alfredo Samaniego
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Amhed Missael Vargas Velazquez
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Alonzo Alfaro-Núñez
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Paula F Campos
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Bent Petersen
- Centre for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark Kemitorvet 208, 2800 Kgs Lyngby, Denmark
| | - Thomas Sicheritz-Ponten
- Centre for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark Kemitorvet 208, 2800 Kgs Lyngby, Denmark
| | - An Pas
- Breeding Centre for Endangered Arabian Wildlife, Sharjah, United Arab Emirates
| | - Tom Bailey
- Dubai Falcon Hospital, Dubai, United Arab Emirates
| | - Paul Scofield
- Canterbury Museum Rolleston Avenue, Christchurch 8050, New Zealand
| | - Michael Bunce
- Trace and Environmental DNA Laboratory Department of Environment and Agriculture, Curtin University, Perth, Western Australia 6102, Australia
| | - David M Lambert
- Environmental Futures Research Institute, Griffith University, Nathan, Queensland 4111, Australia
| | - Qi Zhou
- Department of Integrative Biology, University of California, Berkeley, CA 94720, USA
| | - Polina Perelman
- Laboratory of Genomic Diversity, National Cancer Institute Frederick, MD 21702, USA. Institute of Molecular and Cellular Biology, SB RAS and Novosibirsk State University, Novosibirsk, Russia
| | - Amy C Driskell
- Smithsonian Institution National Museum of Natural History, Washington, DC 20013, USA
| | - Beth Shapiro
- Department of Ecology and Evolutionary Biology, University of California Santa Cruz (UCSC), Santa Cruz, CA 95064, USA
| | - Zijun Xiong
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Yongli Zeng
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Shiping Liu
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Zhenyu Li
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Binghang Liu
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Kui Wu
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Jin Xiao
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Xiong Yinqi
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Qiuemei Zheng
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | - Yong Zhang
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China
| | | | - Jian Wang
- BGI-Shenzhen, Shenzhen 518083, China
| | - Linnea Smeds
- Department of Evolutionary Biology, Evolutionary Biology Centre, Uppsala University, SE-752 36 Uppsala Sweden
| | - Frank E Rheindt
- Department of Biological Sciences, National University of Singapore, Republic of Singapore
| | - Michael Braun
- Department of Vertebrate Zoology, National Museum of Natural History, Smithsonian Suitland, MD 20746, USA
| | - Jon Fjeldsa
- Center for Macroecology, Evolution and Climate, Natural History Museum of Denmark, University of Copenhagen, Universitetsparken 15, DK-2100 Copenhagen Ø, Denmark
| | - Ludovic Orlando
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - F Keith Barker
- Bell Museum of Natural History, University of Minnesota, Saint Paul, MN 55108, USA
| | - Knud Andreas Jønsson
- Center for Macroecology, Evolution and Climate, Natural History Museum of Denmark, University of Copenhagen, Universitetsparken 15, DK-2100 Copenhagen Ø, Denmark. Department of Life Sciences, Natural History Museum, Cromwell Road, London SW7 5BD, UK. Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot SL5 7PY, UK
| | - Warren Johnson
- Smithsonian Conservation Biology Institute, National Zoological Park, Front Royal, VA 22630, USA
| | - Klaus-Peter Koepfli
- Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC 20008, USA
| | - Stephen O'Brien
- Theodosius Dobzhansky Center for Genome Bioinformatics, St. Petersburg State University, St. Petersburg, Russia 199004. Oceanographic Center, Nova Southeastern University, Ft Lauderdale, FL 33004, USA
| | - David Haussler
- Center for Biomolecular Science and Engineering, UCSC, Santa Cruz, CA 95064, USA
| | - Oliver A Ryder
- San Diego Zoo Institute for Conservation Research, Escondido, CA 92027, USA
| | - Carsten Rahbek
- Center for Macroecology, Evolution and Climate, Natural History Museum of Denmark, University of Copenhagen, Universitetsparken 15, DK-2100 Copenhagen Ø, Denmark. Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot SL5 7PY, UK
| | - Eske Willerslev
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark
| | - Gary R Graves
- Center for Macroecology, Evolution and Climate, Natural History Museum of Denmark, University of Copenhagen, Universitetsparken 15, DK-2100 Copenhagen Ø, Denmark. Department of Vertebrate Zoology, MRC-116, National Museum of Natural History, Smithsonian Institution, Washington, DC 20013, USA
| | - Travis C Glenn
- Department of Environmental Health Science, University of Georgia, Athens, GA 30602, USA
| | - John McCormack
- Moore Laboratory of Zoology and Department of Biology, Occidental College, Los Angeles, CA 90041, USA
| | - Dave Burt
- Department of Genomics and Genetics, The Roslin Institute and Royal (Dick) School of Veterinary Studies, University of Edinburgh, Easter Bush Campus, Midlothian EH25 9RG, UK
| | - Hans Ellegren
- Department of Evolutionary Biology, Evolutionary Biology Centre, Uppsala University, SE-752 36 Uppsala Sweden
| | - Per Alström
- Swedish Species Information Centre, Swedish University of Agricultural Sciences Box 7007, SE-750 07 Uppsala, Sweden. Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Scott V Edwards
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA 02138, USA
| | - Alexandros Stamatakis
- Scientific Computing Group, Heidelberg Institute for Theoretical Studies, Heidelberg, Germany. Institute of Theoretical Informatics, Department of Informatics, Karlsruhe Institute of Technology, D- 76131 Karlsruhe, Germany
| | - David P Mindell
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Joel Cracraft
- Department of Ornithology, American Museum of Natural History, New York, NY 10024, USA
| | - Edward L Braun
- Department of Biology and Genetics Institute, University of Florida, Gainesville, FL 32611, USA
| | - Tandy Warnow
- Department of Computer Science, The University of Texas at Austin, Austin, TX 78712, USA. Departments of Bioengineering and Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Wang Jun
- BGI-Shenzhen, Shenzhen 518083, China. Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen, Denmark. Princess Al Jawhara Center of Excellence in the Research of Hereditary Disorders, King Abdulaziz University, Jeddah 21589, Saudi Arabia. Macau University of Science and Technology, Avenida Wai long, Taipa, Macau 999078, China. Department of Medicine, University of Hong Kong, Hong Kong.
| | - M Thomas P Gilbert
- Centre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, Øster Voldgade 5-7, 1350 Copenhagen, Denmark. Trace and Environmental DNA Laboratory Department of Environment and Agriculture, Curtin University, Perth, Western Australia 6102, Australia.
| | - Guojie Zhang
- China National GeneBank, BGI-Shenzhen, Shenzhen 518083, China. Centre for Social Evolution, Department of Biology, Universitetsparken 15, University of Copenhagen, DK-2100 Copenhagen, Denmark.
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