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Electro-chemo-mechanical model to investigate multi-pulse electric-field-driven integrin clustering.
Evan K Massaro1, Ishan Goswami2, Scott S Verbridge3
1Center for Computational Science and Engineering, Massachusetts Institute of Technology, MA, USA.
Bioelectrochemistry (Amsterdam, Netherlands)
|November 7, 2020
Summary
Pulsed electric fields (PEFs) influence cell signaling proteins like integrins. Our model shows electric field sensing by integrins depends on membrane stiffness and ligand density, mediated by chemo-mechanical cues.
Area of Science:
- Biophysics
- Cellular Biophysics
- Computational Biology
Background:
- The precise mechanisms by which transmembrane proteins sense and respond to electric fields, particularly pulsed electric fields (PEFs), remain incompletely understood.
- Chemo-mechanical cues within the cellular microenvironment are hypothesized to play a crucial role in this electric field sensing process.
- Integrin proteins, critical for cell adhesion and signaling, are key targets for investigating these electro-mechanical interactions.
Purpose of the Study:
- To develop and utilize a computational model that elucidates how chemo-mechanical cues mediate electric field sensing by integrin proteins.
- To investigate the effects of both steady-state electric fields and transient PEF pulse trains on integrin clustering.
- To explore the influence of PEF pulse-train parameters on integrin clustering dynamics.
Main Methods:
- Development of a kinetic Monte Carlo statistical model for integrin proteins.
- Integration of chemical, mechanical, and electrical cues within the model, including cell membrane stiffness, ligand density, glycocalyx stiffness, Brownian motion, and electric field-induced diffusion.
- Simulation of integrin clustering under steady-state and pulsed electric field conditions.
Main Results:
- Electric-field-driven integrin clustering is significantly mediated by cell membrane stiffness and extracellular ligand density.
- The parameters of PEF pulse trains, including amplitude, polarity, and pulse width, demonstrably affect integrin clustering.
- The computational model successfully simulates integrin clustering for time scales relevant to experimental observations (seconds to minutes).
Conclusions:
- A computational methodology is presented for simulating integrin clustering in response to PEFs, integrating experimental data.
- The study provides a framework for understanding the complex interplay of electric fields and chemo-mechanical cues in protein-mediated cellular signaling.
- Key challenges in integrating experimental data into computational models like kinetic Monte Carlo for biophysical simulations were highlighted.
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