PHENOTYPIC DIVERSITY AND POPULATION GROWTH IN A FLUCTUATING ENVIRONMENT

被引:5
|
作者
Dombry, Clement [1 ]
Mazza, Christian [2 ]
Bansaye, Vincent [3 ]
机构
[1] Univ Poitiers, Poitiers, France
[2] Univ Fribourg, Dept Math, CH-1700 Fribourg, Switzerland
[3] Ecole Polytech, CMAP, F-91128 Palaiseau, France
关键词
Branching process in a random environment; phenotypic diversity; Lyapounov exponent; optimal strategy; extinction; typical genealogy; STOCHASTIC GENE-EXPRESSION; BRANCHING-PROCESSES; LIMIT-THEOREMS;
D O I
10.1239/aap/1308662484
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Organisms adapt to fluctuating environments by regulating their dynamics, and by adjusting their phenotypes to environmental changes. We model population growth using multitype branching processes in random environments, where the offspring distribution of some organism having trait t is an element of T in environment e is an element of epsilon is given by some (fixed) distribution gamma(t,e) on N. Then, the phenotypes are attributed using a distribution (strategy) pi(t,e) on the trait space T. We look for the optimal strategy pi(t,e), t is an element of T,e is an element of epsilon, maximizing the net growth rate or Lyapounov exponent, and characterize the set of optimal strategies. This is considered for various models of interest in biology: hereditary versus nonhereditary strategies and strategies involving or not involving a sensing mechanism. Our main results are obtained in the setting of nonhereditary strategies: thanks to a reduction to simple branching processes in a random environment, we derive an exact expression for the net growth rate and a characterization of optimal strategies. We also focus on typical genealogies, that is, we consider the problem of finding the typical lineage of a randomly chosen organism.
引用
收藏
页码:375 / 398
页数:24
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