VIRAL EVOLUTION AND ADAPTATION AS A MULTIVARIATE BRANCHING PROCESS

被引:0
作者
Antoneli, Fernando [1 ]
Bosco, Francisco [2 ]
Castro, Diogo [3 ]
Janini, Luiz Mario [3 ]
机构
[1] Univ Fed Sao Paulo, Dept Informat Saude, Sao Paulo, Brazil
[2] Univ Fed Sao Paulo, Dept Microbiol, Imunol Parasitol, Lab Genomica Evolut Biocomplexidade, Sao Paulo, Brazil
[3] Univ Fed Sao Paulo, Dept Microbiol, Imunol Parasitol & Dept Med, Sao Paulo, Brazil
来源
BIOMAT 2012: INTERNATIONAL SYMPOSIUM ON MATHEMATICAL AND COMPUTATIONAL BIOLOGY | 2013年
关键词
GALTON-WATSON PROCESSES; SINGLE-NUCLEOTIDE SUBSTITUTIONS; VESICULAR STOMATITIS-VIRUS; HIGH MUTATION-RATES; RNA VIRUSES; ERROR CATASTROPHE; CHEMICAL MUTAGENESIS; LETHAL MUTAGENESIS; LIMIT THEOREMS; FITNESS;
D O I
暂无
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In the present work we analyze the problem of adaptation and evolution of RNA virus populations, by defining the basic stochastic model as a multivariate branching process in close relation with the branching process advanced by Demetrius, Schuster and Sigmund ("Polynucleotide evolution and branching processes", Bull. Math. Biol. 46 (1985) 239-262), in their study of polynucleotide evolution. We show that in the absence of beneficial forces the model is exactly solvable. As a result it is possible to prove several key results directly related to known typical properties of these systems like (i) proof, in the context of the theory of branching processes, of the lethal mutagenesis criterion proposed by Bull, Sanjuan and Wilke ("Theory of lethal mutagenesis for viruses", J. Virology 18 (2007) 2930-2939); (ii) a new proposal for the notion of relaxation time with a quantitative prescription for its evaluation and (iii) the quantitative description of the evolution of the expected values in four distinct regimes: transient, "stationary" equilibrium, extinction threshold and lethal mutagenesis. Moreover, new insights on the dynamics of evolving virus populations can be foreseen.
引用
收藏
页码:217 / 243
页数:27
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