Exact solution of a two-type branching process: models of tumor progression

被引:53
作者
Antal, Tibor [1 ]
Krapivsky, P. L. [2 ]
机构
[1] Univ Edinburgh, Sch Math, Edinburgh EH9 3JZ, Midlothian, Scotland
[2] Boston Univ, Dept Phys, Boston, MA 02215 USA
来源
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT | 2011年
基金
美国国家科学基金会;
关键词
exact results; stochastic processes (theory); mutational and evolutionary processes (theory); population dynamics (theory); CLONAL EXPANSION; CANCER; EVOLUTION; RESISTANCE; CARCINOGENESIS; PROLIFERATION;
D O I
10.1088/1742-5468/2011/08/P08018
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
An explicit solution for a general two-type birth-death branching process with one-way mutation is presented. This continuous time process mimics the evolution of resistance to treatment, or the onset of an extra driver mutation during tumor progression. We obtain the exact generating function of the process at arbitrary times, and derive various large time scaling limits. In the limit of simultaneous small mutation rate and large time scaling, the distribution of the mutant cells develops some atypical properties, including a power law tail and diverging average.
引用
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页数:22
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