Timing of Pathogen Adaptation to a Multicomponent Treatment

被引:17
作者
Bourget, Romain [1 ,2 ,3 ,4 ]
Chaumont, Loic [1 ]
Sapoukhina, Natalia [2 ,3 ,4 ]
机构
[1] Univ Angers, Lab Angevin Rech Math LAREMA, Angers, France
[2] INRA, IRHS, UMR1345, Beaucouze, France
[3] AgroCampus Ouest, UMR1345, IRHS, Angers, France
[4] Univ Angers, UMR1345, IRHS, Angers, France
来源
PLOS ONE | 2013年 / 8卷 / 08期
关键词
ANTIBIOTIC-RESISTANCE; EVOLUTIONARY EPIDEMIOLOGY; POPULATION-GENETICS; DRUG-RESISTANCE; DYNAMICS; FITNESS; VACCINATION; DURABILITY; VIRUS; GENES;
D O I
10.1371/journal.pone.0071926
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The sustainable use of multicomponent treatments such as combination therapies, combination vaccines/chemicals, and plants carrying multigenic resistance requires an understanding of how their population-wide deployment affects the speed of the pathogen adaptation. Here, we develop a stochastic model describing the emergence of a mutant pathogen and its dynamics in a heterogeneous host population split into various types by the management strategy. Based on a multi-type Markov birth and death process, the model can be used to provide a basic understanding of how the life-cycle parameters of the pathogen population, and the controllable parameters of a management strategy affect the speed at which a pathogen adapts to a multicomponent treatment. Our results reveal the importance of coupling stochastic mutation and migration processes, and illustrate how their stochasticity can alter our view of the principles of managing pathogen adaptive dynamics at the population level. In particular, we identify the growth and migration rates that allow pathogens to adapt to a multicomponent treatment even if it is deployed on only small proportions of the host. In contrast to the accepted view, our model suggests that treatment durability should not systematically be identified with mutation cost. We show also that associating a multicomponent treatment with defeated monocomponent treatments can be more durable than associating it with intermediate treatments including only some of the components. We conclude that the explicit modelling of stochastic processes underlying evolutionary dynamics could help to elucidate the principles of the sustainable use of multicomponent treatments in population-wide management strategies intended to impede the evolution of harmful populations.
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页数:11
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