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Fluctuation Relations to Calculate Protein Redox Potentials from Molecular Dynamics Simulations
A S F Oliveira1,2,3, J Rubio4,5, C E M Noble2,3
1Centre for Computational Chemistry, School of Chemistry, University of Bristol, Bristol BS8 1TS, U.K.
We developed a new computational method (MD + CB) to accurately predict changes in protein redox potentials. This approach combines molecular dynamics simulations with fluctuation relations, showing reliable performance for protein engineering and design.
Area of Science:
- Biochemistry and Biophysics
- Computational Chemistry
- Protein Engineering
Background:
- Tunable protein redox potentials are crucial for biotechnology and catalysis.
- Accurate prediction of redox potential shifts is essential for protein design.
Purpose of the Study:
- To introduce and validate a novel computational method (MD + CB) for calculating redox potential changes in proteins.
- To assess the accuracy and applicability of the MD + CB method for designed protein mutants.
Main Methods:
- Combining fluctuation relations with molecular dynamics (MD) simulations.
- Simulating reduced and oxidized protein states and their interconversion.
- Utilizing Kubo-Onsager approach and Bayesian inference for efficient redox potential estimation.
Main Results:
- The MD + CB method demonstrated reliable performance in predicting redox potential shifts.
- A good correlation (0.85) was observed between MD + CB predictions and experimental values for designed mutants.
- MD + CB results compared favorably with continuum electrostatic methods.
Conclusions:
- The MD + CB approach offers an efficient and accurate way to estimate redox potentials in proteins.
- This method is transferable to standard MD simulations, promising advancements in redox protein engineering and design.
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