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Yeast As a Chassis for Developing Functional Assays to Study Human P53
Published on: August 4, 2019
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Feedbacks, Bifurcations, and Cell Fate Decision-Making in the p53 System
Beata Hat1, Marek Kochańczyk1, Marta N Bogdał1
1Institute of Fundamental Technological Research, Polish Academy of Sciences, Warsaw, Poland.
Plos Computational Biology
|March 2, 2016
Summary
The p53 network
Area of Science:
- Cellular biology
- Systems biology
- Cancer research
Background:
- The p53 transcription factor regulates critical cellular processes like DNA repair, cell cycle arrest, and apoptosis.
- Understanding the p53 network's role in cell fate decisions is crucial for cancer research.
Purpose of the Study:
- To investigate how the p53 network's complex circuitry enables stochastic yet unambiguous cell fate decisions.
- To model the p53 network's dynamics and understand its response to DNA damage.
Main Methods:
- Development of a Markov chain model for the p53 regulatory network.
- Analysis of feedback loops (negative for oscillations, positive for bistability) involving Mdm2, Wip1, and PTEN.
- Bifurcation analysis of the deterministic approximation to identify steady states and limit cycles.
Main Results:
- The model captures recurrent solutions (steady states, limit cycles) reflecting temporal responses of the stochastic system.
- A subcritical Neimark-Sacker bifurcation facilitates direct switching from oscillations to an apoptotic steady state.
- Diverse expression levels of Wip1 and PTEN explain varied cellular responses to DNA damage, from rapid apoptosis to prolonged oscillations.
Conclusions:
- The p53 network's architecture allows for robust cell fate decisions despite inherent stochasticity.
- Bifurcation analysis reveals mechanisms underlying the switch between cell survival (oscillations) and apoptosis.
- The study explains differential responses of cancer cell lines to DNA damage based on specific molecular players like PTEN and Wip1.
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