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Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods
Published on: September 19, 2012
Noise and low-level dynamics can coordinate multicomponent bet hedging mechanisms
Javier Garcia-Bernardo1, Mary J Dunlop2
1Department of Computer Science, University of Vermont, Burlington, Vermont.
Biophysical Journal
|January 8, 2015
Summary
Cells use stochastic gene expression to survive stress. Low-level dynamics or noise in transcription factors can coordinate multiple stress response genes simultaneously without increasing population-level costs.
Area of Science:
- Cellular biology
- Systems biology
- Biophysics
Background:
- Cells employ stochastic gene expression for stress response, diversifying populations to hedge against environmental uncertainty.
- Coordinated expression of multiple genes is crucial for survival, posing a challenge for orchestrating rare events across many targets without incurring high costs.
Purpose of the Study:
- To investigate how cells coordinate the timing of multiple rare gene expression events without additional cost.
- To explore the role of transcription factor dynamics and noise in regulating downstream stress response genes.
Main Methods:
- Utilized a stochastic model to simulate transcription factor regulation of downstream target genes.
- Compared different upstream regulator profiles: constant expression, pulsatile dynamics, and noisy expression.
- Simulated the dynamics of the multiple antibiotic resistance activator (MarA) and 40 downstream genes.
Main Results:
- Pulsatile dynamics and noise in transcription factors are sufficient to coordinate the expression of multiple downstream genes.
- Coordination occurs even when upstream regulator fluctuations are below gene dissociation constants.
- Low-level dynamics in MarA effectively coordinated resistance gene expression, with noise playing a similar role.
- These coordinating benefits were achieved without increasing population-level costs.
Conclusions:
- Stochastic dynamics, specifically pulsatile or noisy expression of transcription factors, can coordinate multiple stress response genes.
- This coordination mechanism is efficient, engaging multiple genes simultaneously without imposing a higher cost on the cell population.
- The findings suggest a cost-effective strategy for cellular adaptation to unpredictable environmental challenges.
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