Understanding Passive Membrane Permeation of Peptides: Physical Models and Sampling Methods Compared.
Liuba Mazzanti1, Tâp Ha-Duong1
1BioCIS, CNRS, Université Paris-Saclay, 17 Avenue des Sciences, 91400 Orsay, France.
International Journal of Molecular Sciences
|March 11, 2023
Summary
Accurately predicting peptide membrane permeability is vital for drug development. This study compares two computational models, assessing their accuracy and computational cost for efficient therapeutic peptide design.
Area of Science:
- Computational chemistry
- Pharmaceutical sciences
- Biophysics
Background:
- Early characterization of drug membrane permeability is crucial in pharmaceutical development to prevent late-stage failures.
- Therapeutic peptides often face challenges with cell entry due to their size, necessitating better design strategies.
- Understanding the sequence-structure-dynamics-permeability relationship is key for efficient therapeutic peptide design.
Purpose of the Study:
- To computationally estimate the permeability coefficient of a benchmark peptide.
- To compare the efficacy and computational cost of two distinct physical models for permeability assessment.
- To provide insights into the sequence-structure-dynamics-permeability relationship for peptide design.
Main Methods:
- Utilized the inhomogeneous solubility-diffusion model requiring umbrella-sampling simulations.
- Employed a chemical kinetics model necessitating multiple unconstrained simulations.
- Assessed the accuracy and computational expense of both modeling approaches.
Main Results:
- Both the inhomogeneous solubility-diffusion and chemical kinetics models were applied to a benchmark peptide.
- The study evaluated the trade-offs between accuracy and computational cost for each model.
- Comparative analysis provided insights into the suitability of each model for peptide permeability prediction.
Conclusions:
- Computational modeling offers valuable tools for predicting peptide membrane permeability.
- The choice of model impacts accuracy and computational resources required.
- This research aids in optimizing therapeutic peptide design by informing model selection for permeability studies.
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