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BAX and SMAC regulate bistable properties of the apoptotic caspase system
Stephanie McKenna1, Lucía García-Gutiérrez1, David Matallanas2,3
1Systems Biology Ireland, University College Dublin, Belfield, Dublin 4, Ireland.
Scientific Reports
|February 9, 2021
Summary
This study presents a mathematical model of apoptosis regulation by BAX and SMAC. The model, validated by experiments, reveals how these proteins control the cell death switch, with BAX uniquely regulating its amplitude.
Area of Science:
- Cellular Biology
- Biophysics
- Systems Biology
Background:
- Apoptosis is crucial for removing damaged cells, involving irreversible caspase activation regulated by a bistable switch.
- BAX and SMAC are key regulators of the caspase system, often implicated in diseases like cancer and neurodegeneration.
Purpose of the Study:
- To develop and validate a mathematical model describing how BAX and SMAC control the apoptotic switch.
- To investigate the specific roles of BAX and SMAC in regulating caspase activation dynamics.
Main Methods:
- Formulation of a mathematical model using ordinary differential equations based on existing literature.
- Utilizing simulations and bifurcation analysis to study model behavior.
- Experimental validation using cell culture with siRNA knockdowns and analysis of NCI-60 cell line data.
Main Results:
- The model accurately captures the interaction of BAX and SMAC with the caspase system.
- Both BAX and SMAC were found to regulate the time-delay and activation threshold of the apoptotic switch.
- BAX, but not SMAC, was predicted and experimentally confirmed to control the amplitude of the apoptotic switch.
Conclusions:
- A validated dynamic model of BAX and SMAC regulation of the apoptotic bistable switch has been established.
- The model provides insights into how BAX and SMAC influence caspase activation thresholds and dynamics.
- This framework can help distinguish drug responses in cell lines based on BAX expression levels.
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