ArticleJournal of chemical theory and computation2022
Approach to Study pH-Dependent Protein Association Using Constant-pH Molecular Dynamics: Application to the Dimerization of β-Lactoglobulin.
Article in Journal of chemical theory and computation, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 15 papers.
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15 citing papers in PubMed.
- Characterization of the pH-Dependent Stabilizing Forces of Insulin's Native and Fibril States.ACS physical chemistry Au · 2026Article
- Peptide Dissolved in Alkaline Buffer with Blocking Significantly Enhances Performance of Synthetic Peptide-Displaying Surfaces in Supporting Human Pluripotent Stem Cell Culture.Tissue engineering and regenerative medicine · 2026Article
- Quantifying the Acidification-Induced Shift of the Dimerization Equilibrium of PsbS.The journal of physical chemistry letters · 2026Article
- pH-stimuli-responsive doxorubicin release and stability in chitosan-Eudragit nanocarriers.Scientific reports · 2025Article
- Adding the AMBER 14SB Force Field to the Stochastic Titration CpHMD Method.Journal of chemical theory and computation · 2025Article
- Computing the pH-Dependent Thermodynamics of the Allostery between Dimerization and Palmitate Binding in β-Lactoglobulin.The journal of physical chemistry. B · 2025Article
- Constant pH Simulation with FMM Electrostatics in GROMACS. (A) Design and Applications.Journal of chemical theory and computation · 2025Article
- The influence of glycine onZeitschrift fur physikalische Chemie (Frankfurt am Main, Germany) · 2024Article
- Multistate Method to Efficiently Account for Tautomerism and Protonation in Alchemical Free-Energy Calculations.Journal of chemical theory and computation · 2024Article
- Tools for analyzing protonation states and for tracing proton transfer pathways with examples from the Rb. sphaeroides photosynthetic reaction centers.Photosynthesis research · 2023Article
- Constant pH molecular dynamics simulations: Current status and recent applications.Current opinion in structural biology · 2022Review
- Computational Study of the pH-Dependent Ionic Environment around β-Lactoglobulin.The journal of physical chemistry. B · 2022Article
- Increasing the Realism ofJournal of chemical theory and computation · 2022Article
- Extending the Stochastic Titration CpHMD to CHARMM36m.The journal of physical chemistry. B · 2022Article
- FixBox: A General Algorithm to Fix Molecular Systems in Periodic Boxes.Journal of chemical information and modeling · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Protein-protein association is often mediated by electrostatic interactions and modulated by pH. However, experimental and computational studies have often overlooked the effect of association on the protonation state of the protein. In this work, we present a methodological approach based on constant-pH molecular dynamics (MD), which aims to provide a detailed description of a pH-dependent protein-protein association, and apply it to the dimerization of β-lactoglobulin (BLG). A selection of analyses is performed using the data generated by constant-pH MD simulations of monomeric and dimeric forms of bovine BLG, in the pH range 3-8. First, we estimate free energies of dimerization using a computationally inexpensive approach based on the Wyman-Tanford linkage theory, calculated in a new way through the use of thermodynamically based splines. The individual free energy contribution of each titratable site is also calculated, allowing for identification of relevant residues. Second, the correlations between the proton occupancies of pairs of sites are calculated (using the Pearson coefficient), and extensive networks of correlated sites are observed at acidic pH values, sometimes involving distant pairs. In general, strongly correlated sites are also slow proton exchangers and contribute significantly to the pH-dependency of the dimerization free energy. Third, we use ionic density as a fingerprint of protein charge distribution and observe electrostatic complementarity between the monomer faces that form the dimer interface, more markedly at the isoionic point (where maximum dimerization occurs) than at other pH values, which might contribute to guide the association. Finally, the pH-dependent dimerization modes are inspected using PCA, among other analyses, and two states are identified: a
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