Multiple genomic solutions for local adaptation in two closely related species (sheep and goats) facing the same climatic constraints

Author:

Benjelloun Badr12ORCID,Leempoel Kevin3ORCID,Boyer Frédéric2,Stucki Sylvie3ORCID,Streeter Ian4,Orozco‐terWengel Pablo56ORCID,Alberto Florian J.2,Servin Bertrand7,Biscarini Filippo8,Alberti Adriana910ORCID,Engelen Stefan11,Stella Alessandra8,Colli Licia1213ORCID,Coissac Eric2,Bruford Michael W.56,Ajmone‐Marsan Paolo1213,Negrini Riccardo1214,Clarke Laura4,Flicek Paul4,Chikhi Abdelkader1,Joost Stéphane3ORCID,Taberlet Pierre2,Pompanon François2

Affiliation:

1. Livestock Genomics Laboratory, Regional Center of Agricultural Research Tadla National Institute of Agricultural Research INRA Rabat Morocco

2. Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LECA Grenoble France

3. Laboratory of Geographic Information Systems (LASIG), School of Architecture, Civil and Environmental Engineering (ENAC) Ecole Polytechnique Fédérale de Lausanne (EPFL) Lausanne Switzerland

4. European Molecular Biology Laboratory European Bioinformatics Institute Hinxton, Cambridge UK

5. School of Biosciences Cardiff University Wales UK

6. Sustainable Places Research Institute Cardiff University Cardiff UK

7. GenPhySE Université de Toulouse, INRAE, INPT, ENVT Castanet‐Tolosan France

8. Institute of Agricultural Biology and Biotechnology Consiglio Nazionale delle Ricerche (CNR) Milan Italy

9. Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ. Evry Université Paris‐Saclay Evry France

10. Université Paris‐Saclay, CEA, CNRS Institute for Integrative Biology of the Cell (I2BC) Gif‐sur‐Yvette France

11. Genoscope, Institut de biologie François‐Jacob, Commissariat à l'Energie Atomique CEA Université Paris‐Saclay Evry France

12. Dipartimento di Scienze Animali, della Nutrizione e degli Alimenti, Facoltà di Scienze Agrarie, Alimentari e Ambientali Università Cattolica del S. Cuore Piacenza Italy

13. BioDNA – Centro di Ricerca sulla Biodiversità e sul DNA Antico, Facoltà di Scienze Agrarie, Alimentari e Ambientali Università Cattolica del S. Cuore Piacenza Italy

14. AIA Associazione Italiana Allevatori Roma Italy

Abstract

AbstractThe question of how local adaptation takes place remains a fundamental question in evolutionary biology. The variation of allele frequencies in genes under selection over environmental gradients remains mainly theoretical and its empirical assessment would help understanding how adaptation happens over environmental clines. To bring new insights to this issue we set up a broad framework which aimed to compare the adaptive trajectories over environmental clines in two domesticated mammal species co‐distributed in diversified landscapes. We sequenced the genomes of 160 sheep and 161 goats extensively managed along environmental gradients, including temperature, rainfall, seasonality and altitude, to identify genes and biological processes shaping local adaptation. Allele frequencies at putatively adaptive loci were rarely found to vary gradually along environmental gradients, but rather displayed a discontinuous shift at the extremities of environmental clines. Of the 430 candidate adaptive genes identified, only 6 were orthologous between sheep and goats and those responded differently to environmental pressures, suggesting different putative mechanisms involved in local adaptation in these two closely related species. Interestingly, the genomes of the 2 species were impacted differently by the environment, genes related to signatures of selection were most related to altitude, slope and rainfall seasonality for sheep, and summer temperature and spring rainfall for goats. The diversity of candidate adaptive pathways may result from a high number of biological functions involved in the adaptations to multiple eco‐climatic gradients, and a differential role of climatic drivers on the two species, despite their co‐distribution along the same environmental gradients. This study describes empirical examples of clinal variation in putatively adaptive alleles with different patterns in allele frequency distributions over continuous environmental gradients, thus showing the diversity of genetic responses in adaptive landscapes and opening new horizons for understanding genomics of adaptation in mammalian species and beyond.

Funder

Seventh Framework Programme

Publisher

Wiley

Subject

Genetics,Ecology, Evolution, Behavior and Systematics

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