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Prehistoric genomes reveal the genetic foundation and cost of horse domestication

Mikkel Schubert, Hákon Jónsson, Dan Chang, Clio Der Sarkissian, Luca Ermini, Aurélien Ginolhac, Anders Albrechtsen, Isabelle Dupanloup, Adrien Foucal, Bent Petersen, Matteo Fumagalli, Maanasa Raghavan, Andaine Seguin-Orlando, Thorfinn S. Korneliussen, Amhed M. V. Velazquez, Jesper Stenderup, Cindi A. Hoover, Carl-Johan Rubin, Ahmed H. Alfarhan, Saleh A. Alquraishi, Khaled A. S. Al-Rasheid, David E. MacHugh, Ted Kalbfleisch, James N. MacLeod, Edward M. Rubin, Thomas Sicheritz-Ponten, Leif Andersson, Michael Hofreiter, Tomas Marques-Bonet, M. Thomas P. Gilbert, Rasmus Nielsen, Laurent Excoffier, Eske Willerslev, Beth Shapiro, and Ludovic Orlando
PNAS published ahead of print December 15, 2014 https://doi.org/10.1073/pnas.1416991111
Mikkel Schubert
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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  • ORCID record for Mikkel Schubert
Hákon Jónsson
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Dan Chang
bDepartment of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA 95064;
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Clio Der Sarkissian
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Luca Ermini
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Aurélien Ginolhac
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Anders Albrechtsen
cThe Bioinformatics Centre, Department of Biology, University of Copenhagen, 2200N Copenhagen, Denmark;
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Isabelle Dupanloup
dInstitute of Ecology and Evolution, University of Berne, 3012 Berne, Switzerland;eSwiss Institute of Bioinformatics, 1015 Lausanne, Switzerland;
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Adrien Foucal
dInstitute of Ecology and Evolution, University of Berne, 3012 Berne, Switzerland;eSwiss Institute of Bioinformatics, 1015 Lausanne, Switzerland;
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Bent Petersen
fCenter for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, 2800 Lyngby, Denmark;
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Matteo Fumagalli
gUCL Genetics Institute, Department of Genetics, Evolution, and Environment, University College London, London WC1E 6BT, United Kingdom;
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Maanasa Raghavan
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Andaine Seguin-Orlando
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;hNational High-Throughput DNA Sequencing Center, University of Copenhagen, 1353K Copenhagen, Denmark;
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Thorfinn S. Korneliussen
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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  • ORCID record for Thorfinn S. Korneliussen
Amhed M. V. Velazquez
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Jesper Stenderup
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Cindi A. Hoover
iDepartment of Energy Joint Genome Institute, Walnut Creek, CA 94598;
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Carl-Johan Rubin
jScience for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, SE-751 23 Uppsala, Sweden;
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Ahmed H. Alfarhan
kZoology Department, College of Science, King Saud University, Riyadh 11451, Saudi Arabia;
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Saleh A. Alquraishi
kZoology Department, College of Science, King Saud University, Riyadh 11451, Saudi Arabia;
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Khaled A. S. Al-Rasheid
kZoology Department, College of Science, King Saud University, Riyadh 11451, Saudi Arabia;
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David E. MacHugh
lAnimal Genomics Laboratory, UCD School of Agriculture and Food Science, University College Dublin, Belfield, Dublin 4, Ireland;mUCD Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin 4, Ireland;
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Ted Kalbfleisch
nBiochemistry and Molecular Biology, School of Medicine, University of Louisville, Louisville, KY 40292;
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James N. MacLeod
oDepartment of Veterinary Science, Gluck Equine Research Center, University of Kentucky, Lexington, KY 40546;
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Edward M. Rubin
iDepartment of Energy Joint Genome Institute, Walnut Creek, CA 94598;
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Thomas Sicheritz-Ponten
fCenter for Biological Sequence Analysis, Department of Systems Biology, Technical University of Denmark, 2800 Lyngby, Denmark;
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Leif Andersson
jScience for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, SE-751 23 Uppsala, Sweden;
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Michael Hofreiter
pInstitute for Biochemistry and Biology, Faculty for Mathematics and Natural Sciences, University of Potsdam, 14476 Potsdam, Germany;
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Tomas Marques-Bonet
qInstituticó Catalana de Recerca i Estudis Avançats, Institut de Biologia Evolutiva (Universitat Pompeu Fabra/Consejo Superior de Investigaciones Cientificas), 08003 Barcelona, Spain;rCentro Nacional de Análisis Genómico, 08028 Barcelona, Spain; and
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M. Thomas P. Gilbert
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Rasmus Nielsen
sDepartments of Integrative Biology and Statistics, University of California, Berkeley, CA 94720
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Laurent Excoffier
dInstitute of Ecology and Evolution, University of Berne, 3012 Berne, Switzerland;eSwiss Institute of Bioinformatics, 1015 Lausanne, Switzerland;
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Eske Willerslev
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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Beth Shapiro
bDepartment of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA 95064;
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Ludovic Orlando
aCentre for GeoGenetics, Natural History Museum of Denmark, University of Copenhagen, 1350K Copenhagen, Denmark;
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  • For correspondence: Lorlando@snm.ku.dk
  1. Edited by David M. Hillis, The University of Texas at Austin, Austin, TX, and approved November 13, 2014 (received for review September 4, 2014)

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Significance

The domestication of the horse revolutionized warfare, trade, and the exchange of people and ideas. This at least 5,500-y-long process, which ultimately transformed wild horses into the hundreds of breeds living today, is difficult to reconstruct from archeological data and modern genetics alone. We therefore sequenced two complete horse genomes, predating domestication by thousands of years, to characterize the genetic footprint of domestication. These ancient genomes reveal predomestic population structure and a significant fraction of genetic variation shared with the domestic breeds but absent from Przewalski’s horses. We find positive selection on genes involved in various aspects of locomotion, physiology, and cognition. Finally, we show that modern horse genomes contain an excess of deleterious mutations, likely representing the genetic cost of domestication.

Abstract

The domestication of the horse ∼5.5 kya and the emergence of mounted riding, chariotry, and cavalry dramatically transformed human civilization. However, the genetics underlying horse domestication are difficult to reconstruct, given the near extinction of wild horses. We therefore sequenced two ancient horse genomes from Taymyr, Russia (at 7.4- and 24.3-fold coverage), both predating the earliest archeological evidence of domestication. We compared these genomes with genomes of domesticated horses and the wild Przewalski’s horse and found genetic structure within Eurasia in the Late Pleistocene, with the ancient population contributing significantly to the genetic variation of domesticated breeds. We furthermore identified a conservative set of 125 potential domestication targets using four complementary scans for genes that have undergone positive selection. One group of genes is involved in muscular and limb development, articular junctions, and the cardiac system, and may represent physiological adaptations to human utilization. A second group consists of genes with cognitive functions, including social behavior, learning capabilities, fear response, and agreeableness, which may have been key for taming horses. We also found that domestication is associated with inbreeding and an excess of deleterious mutations. This genetic load is in line with the “cost of domestication” hypothesis also reported for rice, tomatoes, and dogs, and it is generally attributed to the relaxation of purifying selection resulting from the strong demographic bottlenecks accompanying domestication. Our work demonstrates the power of ancient genomes to reconstruct the complex genetic changes that transformed wild animals into their domesticated forms, and the population context in which this process took place.

  • ancient DNA
  • horse domestication
  • Przewalski’s horse
  • positive selection
  • cost of domestication

Footnotes

  • ↵1M.S., H.J., and D.C. contributed equally to this work.

  • ↵2To whom correspondence should be addressed. Email: Lorlando{at}snm.ku.dk.
  • Author contributions: R.N., L. Excoffier, B.S., and L.O. designed research; M.S., H.J., D.C., A.G., I.D., A.F., M.R., A.S.-O., J.S., C.A.H., and L.O. performed research; C.-J.R., A.H.A., S.A.A., K.A.S.A.-R., D.E.M., T.K., J.N.M., E.M.R., T.S.-P., L.A., M.H., T.M.-B., M.T.P.G., R.N., L. Excoffier, E.W., B.S., and L.O. contributed new reagents/analytic tools; M.S., H.J., D.C., C.D.S., L. Ermini, A.G., A.A., I.D., A.F., B.P., M.F., T.S.K., A.M.V.V., L. Excoffier, and L.O. analyzed data; and M.S., H.J., D.C., M.H., B.S., and L.O. wrote the paper.

  • The authors declare no conflict of interest.

  • This article is a PNAS Direct Submission.

  • Data deposition: Sequence data generated for this study (samples CGG10022 and CGG10023) have been deposited in the European Nucleotide Archive (accession no. PRJEB7537).

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1416991111/-/DCSupplemental.

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Genetic foundation of horse domestication
Mikkel Schubert, Hákon Jónsson, Dan Chang, Clio Der Sarkissian, Luca Ermini, Aurélien Ginolhac, Anders Albrechtsen, Isabelle Dupanloup, Adrien Foucal, Bent Petersen, Matteo Fumagalli, Maanasa Raghavan, Andaine Seguin-Orlando, Thorfinn S. Korneliussen, Amhed M. V. Velazquez, Jesper Stenderup, Cindi A. Hoover, Carl-Johan Rubin, Ahmed H. Alfarhan, Saleh A. Alquraishi, Khaled A. S. Al-Rasheid, David E. MacHugh, Ted Kalbfleisch, James N. MacLeod, Edward M. Rubin, Thomas Sicheritz-Ponten, Leif Andersson, Michael Hofreiter, Tomas Marques-Bonet, M. Thomas P. Gilbert, Rasmus Nielsen, Laurent Excoffier, Eske Willerslev, Beth Shapiro, Ludovic Orlando
Proceedings of the National Academy of Sciences Dec 2014, 201416991; DOI: 10.1073/pnas.1416991111

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Genetic foundation of horse domestication
Mikkel Schubert, Hákon Jónsson, Dan Chang, Clio Der Sarkissian, Luca Ermini, Aurélien Ginolhac, Anders Albrechtsen, Isabelle Dupanloup, Adrien Foucal, Bent Petersen, Matteo Fumagalli, Maanasa Raghavan, Andaine Seguin-Orlando, Thorfinn S. Korneliussen, Amhed M. V. Velazquez, Jesper Stenderup, Cindi A. Hoover, Carl-Johan Rubin, Ahmed H. Alfarhan, Saleh A. Alquraishi, Khaled A. S. Al-Rasheid, David E. MacHugh, Ted Kalbfleisch, James N. MacLeod, Edward M. Rubin, Thomas Sicheritz-Ponten, Leif Andersson, Michael Hofreiter, Tomas Marques-Bonet, M. Thomas P. Gilbert, Rasmus Nielsen, Laurent Excoffier, Eske Willerslev, Beth Shapiro, Ludovic Orlando
Proceedings of the National Academy of Sciences Dec 2014, 201416991; DOI: 10.1073/pnas.1416991111
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