Evidence map›Paper›PMID 35171602›Full record

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.

Lucie da Rocha, António M Baptista, Sara R R Campos

Erratum issuedAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Adding the AMBER 14SB Force Field to the Stochastic Titration CpHMD Method.Journal of chemical theory and computation · 2025
    Article
  6. Article
  7. Article
  8. The influence of glycine onZeitschrift fur physikalische Chemie (Frankfurt am Main, Germany) · 2024
    Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. Increasing the Realism ofJournal of chemical theory and computation · 2022
    Article
  14. Extending the Stochastic Titration CpHMD to CHARMM36m.The journal of physical chemistry. B · 2022
    Article
  15. FixBox: A General Algorithm to Fix Molecular Systems in Periodic Boxes.Journal of chemical information and modeling · 2022
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Lucie da RochaInstituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal.
António M BaptistaInstituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal.ORCID https://orcid.org/0000-0002-7044-1210
Sara R R CamposInstituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Av. da República, 2780-157 Oeiras, Portugal.ORCID https://orcid.org/0000-0003-1020-6830

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

Indexed as

LactoglobulinsMolecular Dynamics SimulationAnimalsCattleDimerizationHydrogen-Ion ConcentrationStatic ElectricityLactoglobulins

Identifiers

PMID35171602
PMCPMC9775224

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.