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1.
J Agric Food Chem ; 72(8): 4225-4236, 2024 Feb 28.
Article in English | MEDLINE | ID: mdl-38354215

ABSTRACT

GH 62 arabinofuranosidases are known for their excellent specificity for arabinoxylan of agroindustrial residues and their synergism with endoxylanases and other hemicellulases. However, the low thermostability of some GH enzymes hampers potential industrial applications. Protein engineering research highly desires mutations that can enhance thermostability. Therefore, we employed directed evolution using one round of error-prone PCR and site-saturation mutagenesis for thermostability enhancement of GH 62 arabinofuranosidase from Aspergillus fumigatus. Single mutants with enhanced thermostability showed significant ΔΔG changes (<-2.5 kcal/mol) and improvements in perplexity scores from evolutionary scale modeling inverse folding. The best mutant, G205K, increased the melting temperature by 5 °C and the energy of denaturation by 41.3%. We discussed the functional mechanisms for improved stability. Analyzing the adjustments in α-helices, ß-sheets, and loops resulting from point mutations, we have obtained significant knowledge regarding the potential impacts on protein stability, folding, and overall structural integrity.


Subject(s)
Glycoside Hydrolases , Protein Engineering , Enzyme Stability , Temperature , Mutagenesis
2.
J Chem Inf Model ; 62(17): 4083-4094, 2022 09 12.
Article in English | MEDLINE | ID: mdl-36044342

ABSTRACT

We have used molecular dynamics (MD) simulations with hybrid quantum mechanics/molecular mechanics (QM/MM) potentials to investigate the reaction mechanism for covalent inhibition of cathepsin K and assess the reversibility of inhibition. The computed free energy profiles suggest that a nucleophilic attack by the catalytic cysteine on the inhibitor warhead and proton transfer from the catalytic histidine occur in a concerted manner. The results indicate that the reaction is more strongly exergonic for the alkyne-based inhibitors, which bind irreversibly to cathepsin K, than for the nitrile-based inhibitor odanacatib, which binds reversibly. Gas-phase energies were also calculated for the addition of methanethiol to structural prototypes for a number of warheads of interest in cysteine protease inhibitor design in order to assess electrophilicity. The approaches presented in this study are particularly applicable to assessment of novel warheads, and computed transition state geometries can be incorporated into molecular models for covalent docking.


Subject(s)
Cysteine Proteinase Inhibitors , Molecular Dynamics Simulation , Catalysis , Cathepsin K/metabolism , Cysteine Proteinase Inhibitors/chemistry , Protease Inhibitors , Quantum Theory
3.
J Chem Inf Model ; 60(2): 880-889, 2020 02 24.
Article in English | MEDLINE | ID: mdl-31944110

ABSTRACT

One tactic for cysteine protease inhibition is to form a covalent bond between an electrophilic atom of the inhibitor and the thiol of the catalytic cysteine. In this study, we evaluate the reaction free energy obtained from a hybrid quantum mechanical/molecular mechanical (QM/MM) free energy profile as a predictor of affinity for reversible, covalent inhibitors of rhodesain. We demonstrate that the reaction free energy calculated with the PM6/MM potential is in agreement with the experimental data and suggest that the free energy profile for covalent bond formation in a protein environment may be a useful tool for the inhibitor design.


Subject(s)
Cysteine Proteases/metabolism , Cysteine Proteinase Inhibitors/metabolism , Quantum Theory , Cysteine Proteases/chemistry , Ligands , Models, Molecular , Protein Conformation , Thermodynamics
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