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dc.contributor.authorOliveira, ASF
dc.contributor.authorRubio, J
dc.contributor.authorNoble, CEM
dc.contributor.authorAnderson, JLR
dc.contributor.authorAnders, J
dc.contributor.authorMulholland, AJ
dc.date.accessioned2024-01-02T11:32:05Z
dc.date.issued2023-12-27
dc.date.updated2023-12-26T17:21:13Z
dc.description.abstractThe tunable design of protein redox potentials promises to open a range of applications in biotechnology and catalysis. Here, we introduce a method to calculate redox potential changes by combining fluctuation relations with molecular dynamics simulations. It involves the simulation of reduced and oxidized states, followed by the instantaneous conversion between them. Energy differences introduced by the perturbations are obtained using the Kubo-Onsager approach. Using a detailed fluctuation relation coupled with Bayesian inference, these are postprocessed into estimates for the redox potentials in an efficient manner. This new method, denoted MD + CB, is tested on a de novo four-helix bundle heme protein (the m4D2 “maquette”) and five designed mutants, including some mutants characterized experimentally in this work. The MD + CB approach is found to perform reliably, giving redox potential shifts with reasonably good correlation (0.85) to the experimental values for the mutants. The MD + CB approach also compares well with redox potential shift predictions using a continuum electrostatic method. The estimation method employed within the MD + CB approach is straightforwardly transferable to standard equilibrium MD simulations and holds promise for redox protein engineering and design applications.en_GB
dc.description.sponsorshipEuropean Union Horizon 2020en_GB
dc.description.sponsorshipEuropean Research Council (ERC)en_GB
dc.description.sponsorshipEngineering and Physical Sciences Research Council (EPSRC)en_GB
dc.description.sponsorshipBiotechnology and Biological Sciences Research Council (BBSRC)en_GB
dc.description.sponsorshipBrisSynBioen_GB
dc.description.sponsorshipUKRIen_GB
dc.description.sponsorshipOracleen_GB
dc.description.sponsorshipRoyal Societyen_GB
dc.description.sponsorshipSurrey Future Fellowship Programmeen_GB
dc.identifier.citationPublished online 27 December 2023en_GB
dc.identifier.doihttps://doi.org/10.1021/acs.jctc.3c00785
dc.identifier.grantnumberDH080235en_GB
dc.identifier.grantnumberEP/M009165/1en_GB
dc.identifier.grantnumber101021207en_GB
dc.identifier.grantnumberEP/M022609/1en_GB
dc.identifier.grantnumberBB/R016445/1en_GB
dc.identifier.grantnumberBB/X009831/1en_GB
dc.identifier.grantnumberBB/L01386X/1en_GB
dc.identifier.grantnumberBB/W003449/1en_GB
dc.identifier.grantnumberEP/T002875/1en_GB
dc.identifier.grantnumberEP/R045577/1en_GB
dc.identifier.urihttp://hdl.handle.net/10871/134864
dc.identifierORCID: 0000-0002-9791-0363 (Anders, Janet)
dc.language.isoenen_GB
dc.publisherAmerican Chemical Societyen_GB
dc.rights© 2023 The Authors. Published by American Chemical Society. Open access. This publication is licensed under CC-BY 4.0en_GB
dc.titleFluctuation relations to calculate protein redox potentials from molecular dynamics simulationsen_GB
dc.typeArticleen_GB
dc.date.available2024-01-02T11:32:05Z
dc.identifier.issn1549-9626
dc.descriptionThis is the final version. Available on open access from the American Chemical Society via the DOI in this recorden_GB
dc.identifier.eissn1549-9626
dc.identifier.journalJournal of Chemical Theory and Computationen_GB
dc.relation.ispartofJournal of Chemical Theory and Computation
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_GB
dcterms.dateAccepted2023-12-05
dcterms.dateSubmitted2023-07-19
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2023-12-05
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2023-12-26T17:21:19Z
refterms.versionFCDAM
refterms.dateFOA2024-01-02T11:32:11Z
refterms.panelBen_GB


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© 2023 The Authors. Published by American Chemical Society. Open access. This publication is licensed under CC-BY 4.0
Except where otherwise noted, this item's licence is described as © 2023 The Authors. Published by American Chemical Society. Open access. This publication is licensed under CC-BY 4.0