Modeling Biological Timing and Synchronization Mechanisms by Means of Interconnections of Stochastic Switches
Articolo
Data di Pubblicazione:
2017
Abstract:
Timing and synchronization mechanisms are
ubiquitous in living systems, and in many cases involve
switch-like regulators that control complex molecular pathways
and cellular functions. The switching of such regulators
is often irreversible and controlled by the co-activation
of a set of concurrent independent enabling events. Despite
the random nature of each individual switch, the timing in
the onset of the controlled process has a rather small variability.
This note introduces a mathematical framework for
the description of the collective behavior of populations
of interconnected stochastic switches. The main contribution
of this note is to explain how the connecting mode
(series/parallel) of switches affects the behavior of the
entire switch population and in particular the degree of synchronization.
We describe the switch model for the G1/S
phase transition in yeast and briefly discuss the general
utility of this class of models in systems biology
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Stochastic systems; Markov processes; biological systems
Elenco autori:
Cusimano, Valerio; Palumbo, Pasquale
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