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A Guard Cell Abscisic Acid (ABA) Network Model That Captures the Stomatal Resting State
Parul Maheshwari1, Sarah M Assmann2, Reka Albert1,2
1Department of Physics, Penn State University, University Park, PA, United States.
Frontiers in Physiology
|September 9, 2020
Summary
This study enhances a Boolean model of stomatal closure, enabling accurate prediction of stomatal reopening after signal removal and ensuring open stomata under normal conditions.
Area of Science:
- Plant Physiology
- Systems Biology
- Computational Biology
Background:
- Stomatal pores regulate carbon assimilation and plant water status via guard cell activity.
- Guard cells integrate environmental and endogenous signals to control stomatal aperture.
- Previous models described stomatal closure but lacked accurate reversibility.
Purpose of the Study:
- To improve a Boolean dynamic model of stomatal closure to capture reversibility.
- To ensure the model accurately predicts stomatal reopening upon signal removal.
- To determine initial network conditions for open stomata in the absence of signals.
Main Methods:
- Modification of a previously developed Boolean dynamic model.
- Introduction of time-dependent Boolean functions for specific network nodes.
- Systematic testing and adjustment of initial network conditions.
- Analysis of feedback motif stabilization and cytosolic calcium oscillations.
Main Results:
- The improved model successfully recapitulates stomatal reopening after signal (e.g., ABA, Ca2+) removal.
- Persistent activity of four nodes was identified as an obstruction to reversibility.
- Minimally restrictive initial conditions were identified for maintaining open stomata.
- Cytosolic calcium oscillations were highlighted as key in maintaining stomatal closure.
Conclusions:
- Boolean network modeling effectively captures cellular phenotypes as emergent properties.
- The enhanced model provides a more accurate representation of stomatal dynamics, including reversibility.
- The study illuminates the role of specific network components and dynamics in stomatal regulation.
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