A methodology of quantifying membrane permeability based on returning probability theory and molecular dynamics
Yuya Matsubara1, Ryo Okabe1, Ren Masayama1
1Division of Chemical Engineering, Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan.
This study introduces a new molecular dynamics (MD) simulation method to calculate substrate permeability coefficients across membranes by adapting returning probability (RP) theory. The approach accurately predicts ethanol and methylamine permeability, revealing concentration-dependent differences.
Area of Science:
- Computational Chemistry
- Physical Chemistry
- Biophysics
Background:
- Estimating substrate permeability across membranes is crucial for understanding transport phenomena.
- Molecular dynamics (MD) simulations offer a powerful tool for investigating molecular behavior.
- Existing methods may require significant computational resources for accurate permeability predictions.
Purpose of the Study:
- To develop a novel theoretical approach for calculating membrane permeability coefficients using MD simulations.
- To adapt the returning probability (RP) theory for describing permeation processes.
- To investigate the concentration dependency of permeability for different substrates.
Main Methods:
- Reformulation of returning probability (RP) theory to model membrane permeation.
- Utilizing molecular dynamics (MD) simulations to calculate thermodynamic and kinetic quantities.
- Application to ethanol and methylamine permeation at varying concentrations (infinitely dilute and 1 mol%).
Main Results:
- The proposed method accurately estimates permeability coefficients, showing good agreement with brute-force MD simulations.
- At 1 mol% concentration, ethanol exhibited a higher permeability coefficient (0.12 ± 0.01 cm s⁻¹) than methylamine (0.069 ± 0.006 cm s⁻¹).
- Ethanol's permeability shows a greater concentration dependency due to its sensitive free-energy barrier within the membrane.
Conclusions:
- The adapted RP theory provides a rigorous and efficient method for estimating membrane permeability.
- The study elucidates the distinct concentration-dependent behaviors of ethanol and methylamine permeation.
- This theoretical framework enhances the understanding of substrate transport mechanisms across biological membranes.
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