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

Tibor Antal, P. L. Krapivsky

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Article numberP08018
Pages (from-to)-
Number of pages22
Journal Journal of Statistical Mechanics: Theory and Experiment
Volume2011
DOIs
Publication statusPublished - Aug 2011

Keywords / Materials (for Non-textual outputs)

  • exact results
  • mutational and evolutionary processes (theory)
  • stochastic processes (theory)
  • population dynamics (theory)

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