Modeling the Dynamics of Viral Evolution Considering Competition Within Individual Hosts and at Population Level: The Effects of Treatment

被引:10
作者
Amaku, Marcos [3 ]
Burattini, Marcelo Nascimento [1 ,2 ]
Coutinho, Francisco Antonio Bezerra [1 ,2 ]
Massad, Eduardo [1 ,2 ,4 ]
机构
[1] Univ Sao Paulo, Sch Med, BR-05405000 Sao Paulo, Brazil
[2] LIM01 HCFMUSP, BR-05405000 Sao Paulo, Brazil
[3] Univ Sao Paulo, Sch Vet Med, BR-05405000 Sao Paulo, Brazil
[4] London Sch Hyg & Trop Med, London WC1, England
基金
巴西圣保罗研究基金会;
关键词
Viral competition; Evolution; Anti-viral treatment; Mutation; WITHIN-HOST; HIV; VIRUS; VIRULENCE; EPIDEMIOLOGY; COINFECTION; SELECTION;
D O I
10.1007/s11538-009-9495-6
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We consider two viral strains competing against each other within individual hosts (at cellular level) and at population level (for infecting hosts) by studying two cases. In the first case, the strains do not mutate into each other. In this case, we found that each individual in the population can be infected by only one strain and that co-existence in the population is possible only when the strain that has the greater basic intracellular reproduction number, R (0c) , has the smaller population number R (0p) . Treatment against the one strain shifts the population equilibrium toward the other strain in a complicated way (see Appendix B). In the second case, we assume that the strain that has the greater intracellular number R (0c) can mutate into the other strain. In this case, individual hosts can be simultaneously infected by both strains (co-existence within the host). Treatment shifts the prevalence of the two strains within the hosts, depending on the mortality induced by the treatment, which is, in turn, dependent upon the doses given to each individual. The relative proportions of the strains at the population level, under treatment, depend both on the relative proportions within the hosts (which is determined by the dosage of treatment) and on the number of individuals treated per unit time, that is, the rate of treatment. Implications for cases of real diseases are briefly discussed.
引用
收藏
页码:1294 / 1314
页数:21
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