Back to Search Start Over

Phenotypic equilibrium as probabilistic convergence in multi-phenotype cell population dynamics.

Authors :
Jiang, Da-Quan
Wang, Yue
Zhou, Da
Source :
PLoS ONE; 2/9/2017, Vol. 12 Issue 2, p1-12, 12p
Publication Year :
2017

Abstract

We consider the cell population dynamics with n different phenotypes. Both the Markovian branching process model (stochastic model) and the ordinary differential equation (ODE) system model (deterministic model) are presented, and exploited to investigate the dynamics of the phenotypic proportions. We will prove that in both models, these proportions will tend to constants regardless of initial population states (“phenotypic equilibrium”) under weak conditions, which explains the experimental phenomenon in Gupta et al.’s paper. We also prove that Gupta et al.’s explanation is the ODE model under a special assumption. As an application, we will give sufficient and necessary conditions under which the proportion of one phenotype tends to 0 (die out) or 1 (dominate). We also extend our results to non-Markovian cases. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
12
Issue :
2
Database :
Complementary Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
121198338
Full Text :
https://doi.org/10.1371/journal.pone.0170916