Evidence map›Paper›PMID 40569578›Full record

ArticleThe journal of physical chemistry. B2025

Hydrophobicity in Intrinsically Disordered Protein Force Fields: Implications for Conformational Ensembles and Protein-Protein Interactions.

Samuel Lobo, Saeed Najafi, M Scott Shell, Joan-Emma Shea

Abstract read
In one paragraph

Article in The journal of physical chemistry. B, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

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3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

  1. Article
  2. Article
  3. Context-Aware Hydrophobicity Modeling: HydroMap and FastHydroMap.bioRxiv : the preprint server for biology · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Evolution of the Tri-PDZ Domain in PSD95 (DLG-4 Gene).Molecular biology and evolution · 2025
    Article
  8. Hydraulic Activation of the AsLOV2 Photoreceptor.bioRxiv : the preprint server for biology · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Samuel LoboDepartment of Chemical Engineering, University of California, Santa Barbara, California 93106, United States.
Saeed NajafiDepartment of Chemistry and Biochemistry, University of California, Santa Barbara, California 93106, United States.ORCID 0000-0003-3800-0885
M Scott ShellDepartment of Chemical Engineering, University of California, Santa Barbara, California 93106, United States.ORCID 0000-0002-0439-1534
Joan-Emma SheaDepartment of Chemistry and Biochemistry, University of California, Santa Barbara, California 93106, United States.ORCID 0000-0002-9801-9273

Funding

Molecular Basis of the Tau Aggregation PathwayR01AG056058 · NIA · UNIVERSITY OF CALIFORNIA SANTA BARBARA · PI Songi Han, KENNETH Stephen KOSIK · 2017 to 2026
$6.4M
The thermodynamics of protein-surface interactionsR01GM118560 · NIGMS · UNIVERSITY OF CALIFORNIA SANTA BARBARA · PI PLAXCO, KEVIN W · 2017 to 2020
$1.4M
NIA NIH HHS R01 AG056058NIGMS NIH HHS R01 GM118560
6 · The paper itself

Abstract

Intrinsically disordered proteins (IDPs) lack a stable 3D structure under physiological conditions, making them challenging to study and simulate. In this study, we compare the hydrophobicity and water-protein interactions of amino acids in three popular all-atom molecular dynamics (MD) force fields: amber03ws (a03ws), CHARMM36m (C36m), and a99SB-disp. Using the indirect umbrella sampling (INDUS) technique, we quantify the dewetting free energies of each amino acid in the force fields. Additionally, we analyze water structuring around the amino acids using the water triplet angle distribution and measure water diffusion in the hydration shells. Our results reveal that CHARMM36m has the lowest dewetting free energies, indicating higher amino acid hydrophobicity, while a99SB-disp exhibits the highest, suggesting lower hydrophobicity. Water diffusion is significantly slower in the hydration shells of a99SB-disp due to its unique water structuring (e.g., higher frequency of tetrahedral coordination), while there is much less of a water diffusion slowdown in a03ws and CHARMM36m. We show that these differences impact the behavior of an aggregation-prone tau fragment, jR2R3 P301L, in MD simulations. We find that CHARMM36m's propensity for dimer formation is attributed to its lower dewetting free energies, whereas a99SB-disp's higher-than-expected dimerization propensity is due to favorable, entropically driven changes in water structure upon peptide association. These findings underscore the importance of accurately modeling water-protein interactions for IDPs and protein-protein interactions as well as the sensitivity of these to the underlying force field. Our study suggests that dewetting free energies and water structuring metrics, such as the water triplet angle distribution, can be valuable for future force field development and for predicting phenomena related to water-protein interactions.

Indexed as

Intrinsically Disordered ProteinsHydrophobic and Hydrophilic InteractionsMolecular Dynamics SimulationProtein ConformationThermodynamicsWaterIntrinsically Disordered ProteinsWater

Identifiers

PMID40569578
PMCPMC12257530

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LicenceCC BY-NC-ND
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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.