The adaptive potential of pathogens in novel or heterogeneous environments underpins the risk of disease epidemics. Antagonistic pleiotropy or differential resource allocation among life-history traits can constrain pathogen adaptation. However, we lack understanding of how the genetic architecture of individual traits can generate trade-offs. Here, we report a large-scale study based on 145 global strains of the fungal wheat pathogen Zymoseptoria tritici from four continents. We measured 50 life-history traits, including virulence and reproduction on 12 different wheat hosts and growth responses to several abiotic stressors. To elucidate the genetic basis of adaptation, we used genome-wide association mapping coupled with genetic correlation analyses. We show that most traits are governed by polygenic architectures and are highly heritable suggesting that adaptation proceeds mainly through allele frequency shifts at many loci. We identified negative genetic correlations among traits related to host colonization and survival in stressful environments. Such genetic constraints indicate that pleiotropic effects could limit the pathogen’s ability to cause host damage. In contrast, adaptation to abiotic stress factors was likely facilitated by synergistic pleiotropy. Our study illustrates how comprehensive mapping of life-history trait architectures across diverse environments allows to predict evolutionary trajectories of pathogens confronted with environmental perturbations.
机构:
Jiangsu Yanjiang Institute of Agricultural SciencesJiangsu Yanjiang Institute of Agricultural Sciences
Guangfei Zhou
Yuxiang Mao
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Jiangsu Yanjiang Institute of Agricultural SciencesJiangsu Yanjiang Institute of Agricultural Sciences
Yuxiang Mao
Lin Xue
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机构:
Jiangsu Yanjiang Institute of Agricultural Sciences
Jiangsu Collaborative Innovation Center for Modern Crop ProductionJiangsu Yanjiang Institute of Agricultural Sciences
Lin Xue
Guoqing Chen
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机构:
Jiangsu Yanjiang Institute of Agricultural Sciences
Jiangsu Collaborative Innovation Center for Modern Crop ProductionJiangsu Yanjiang Institute of Agricultural Sciences
Guoqing Chen
Huhua Lu
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Jiangsu Yanjiang Institute of Agricultural SciencesJiangsu Yanjiang Institute of Agricultural Sciences
Huhua Lu
Mingliang Shi
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Jiangsu Yanjiang Institute of Agricultural SciencesJiangsu Yanjiang Institute of Agricultural Sciences
Mingliang Shi
Zhenliang Zhang
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机构:
Jiangsu Yanjiang Institute of Agricultural SciencesJiangsu Yanjiang Institute of Agricultural Sciences
Zhenliang Zhang
Xiaolan Huang
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Jiangsu Yanjiang Institute of Agricultural SciencesJiangsu Yanjiang Institute of Agricultural Sciences
Xiaolan Huang
Xudong Song
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Jiangsu Yanjiang Institute of Agricultural SciencesJiangsu Yanjiang Institute of Agricultural Sciences
Xudong Song
Derong Hao
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机构:
Jiangsu Yanjiang Institute of Agricultural SciencesJiangsu Yanjiang Institute of Agricultural Sciences
机构:
Norwegian Univ Life Sci, Dept Math Sci & Technol, POB 5003, NO-1432 As, Norway
Kenya Soil Survey, Kenya Agr & Livestock Res Org, POB 14733-00800, Nairobi, KenyaNorwegian Univ Life Sci, Dept Math Sci & Technol, POB 5003, NO-1432 As, Norway
Were, Kennedy O.
Tien Bui, Dieu
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Univ Coll Southeast Norway, Fac Arts & Sci, Dept Business Adm & Comp Sci, NO-3800 Boi Telemark, NorwayNorwegian Univ Life Sci, Dept Math Sci & Technol, POB 5003, NO-1432 As, Norway
Tien Bui, Dieu
Dick, Oystein Bjarne
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机构:
Norwegian Univ Life Sci, Dept Math Sci & Technol, POB 5003, NO-1432 As, NorwayNorwegian Univ Life Sci, Dept Math Sci & Technol, POB 5003, NO-1432 As, Norway
Dick, Oystein Bjarne
Singh, Bal Ram
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Norwegian Univ Life Sci, Dept Environm Sci, POB 5003, NO-1432 As, NorwayNorwegian Univ Life Sci, Dept Math Sci & Technol, POB 5003, NO-1432 As, Norway
机构:
Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences
Kenya Agricultural and Livestock Research Organisation, Kenya Soil SurveyDepartment of Mathematical Sciences and Technology, Norwegian University of Life Sciences
Kennedy OWERE
Dieu TIEN BUI
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Department of Business Administration and Computer Science, Faculty of Arts and Sciences, University College of Southeast NorwayDepartment of Mathematical Sciences and Technology, Norwegian University of Life Sciences
Dieu TIEN BUI
ystein Bjarne DICK
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Department of Mathematical Sciences and Technology, Norwegian University of Life SciencesDepartment of Mathematical Sciences and Technology, Norwegian University of Life Sciences
ystein Bjarne DICK
Bal Ram SINGH
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机构:
Department of Environmental Sciences, Norwegian University of LifeDepartment of Mathematical Sciences and Technology, Norwegian University of Life Sciences
机构:
Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences
Kenya Agricultural and Livestock Research Organisation, Kenya Soil Survey
3. Department of Business Administration and Computer Science, Faculty of Arts and Sciences, University College of Southeast Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences
Kennedy O.WERE
Dieu TIEN BUI
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机构:Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences
Dieu TIEN BUI
?ystein Bjarne DICK
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机构:Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences
?ystein Bjarne DICK
Bal Ram SINGH
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机构:Department of Mathematical Sciences and Technology, Norwegian University of Life Sciences