PLoS ONE · 2014 · 69 citations · 55 references
Life SciencesCell BiologyMolecular BiologyBiological Systems ModelingGene ExpressionGene Regulatory NetworksBacterial Gene RegulationCell Fate ModelingCell-fate DynamicsStochastic Processes In BiophysicsBinary Cell Fate DecisionsBistability In Gene ExpressionBistability In Genetic NetworksBistable Cell StatesBistable Gene NetworksCell Fate SwitchingCellular State TransitionsPhage Regulatory Circuits
The lysis/lysogeny switch of bacteriophage lambda serves as a paradigm for binary cell fate decision, long-term maintenance of cellular state and stimulus-triggered switching between states. In the literature, the system is often referred to as "bistable." However, it remains unclear whether this term provides an accurate description or is instead a misnomer. Here we address this question directly. We first quantify transcriptional regulation governing lysogenic maintenance using a single-cell fluorescence reporter. We then use the single-cell data to derive a stochastic theoretical model for the underlying regulatory network. We use the model to predict the steady states of the system and then validate these predictions experimentally. Specifically, a regime of bistability, and the resulting hysteretic behavior, are observed. Beyond the steady states, the theoretical model successfully predicts the kinetics of switching from lysogeny to lysis. Our results show how the physics-inspired concept of bistability can be reliably used to describe cellular phenotype, and how an experimentally-calibrated theoretical model can have accurate predictive power for cell-state switching.
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William H. Press, Saul A. Teukolsky, William T. Vetterling et al. · 1994 · 15.4K citations
Reaction-rate theory: fifty years after Kramers
Peter Hänggi, Peter Talkner, Michal Borkovec · Reviews of Modern Physics · 1990 · 6.2K citations · Full text
Natural Sciences, Chemistry, Physics +15
Stochastic Gene Expression in a Single Cell
Michael B. Elowitz, Arnold J. Levine, Eric D. Siggia et al. · Science · 2002 · 5.7K citations