Evidence map›Paper›PMID 40873036›Full record

ArticleBiophysical journal2026

Role of Hsp70 chaperone in client-protein folding elucidated by Markov state modeling and NMR restraint-assisted molecular dynamics simulations.

Michael S O'Connor, Kirill A Konovalov, Josephine L Duvall, Jinoh Jang, Yichong Lao, Silvia Cavagnero, Xuhui Huang

Abstract read
In one paragraph

Article in Biophysical journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Review
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

7 authors.

Michael S O'ConnorBiophysics Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin.
Kirill A KonovalovDepartment of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin.
Josephine L DuvallDepartment of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin.
Jinoh JangBiophysics Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin.
Yichong LaoBiophysics Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin.
Silvia CavagneroBiophysics Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin; Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin. Electronic address: cavagnero@chem.wisc.edu.
Xuhui HuangBiophysics Graduate Program, University of Wisconsin-Madison, Madison, Wisconsin; Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin; Theoretical Chemistry Institute, University of Wisconsin-Madison, Madison, Wisconsin. Electronic address: xhuang@chem.wisc.edu.

Funding

Development of LED-Assisted NMR Technologies for the Atomic-Resolution Analysis of Medically Relevant Biomolecules in Solution at Submicromolar ConcentrationR01GM125995 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI CAVAGNERO, SILVIA · 2018 to 2025
$2.8M
Predoctoral Training in Molecular BiophysicsT32GM130550 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI SENES, ALESSANDRO · 2019 to 2023
$1.5M
NIGMS NIH HHS R01 GM125995NIGMS NIH HHS T32 GM130550
6 · The paper itself

Abstract

Heat shock protein 70 (Hsp70) is a molecular chaperone that plays a key role in cellular processes by assisting protein folding and preventing aggregation. During client-protein folding, Hsp70 undergoes an ATP-dependent chaperone cycle involving the opening and closing of a flexible lid. Although the open-lid and closed-lid states of Hsp70 have been studied extensively, the specific role of the lid upon its interaction with client proteins remains unclear. In this study, we generated a Markov state model from coarse-grained molecular dynamics (MD) simulations of Hsp70 spanning from open-lid to closed-lid states and sampling a flexible lid-domain conformational ensemble. Starting from metastable Hsp70 conformations with varying degrees of lid opening, we performed nuclear magnetic resonance distance restraint-assisted all-atom MD simulations in explicit solvent to investigate the folding of the SH3 client protein bound to nucleotide-free Hsp70. All-atom MD simulations were performed with SH3 bound to and released from Hsp70, with nuclear magnetic resonance restraints applied to guide SH3 folding. Our results show that SH3 folds more effectively after having sampled conformational space within the closed-lid state of Hsp70. Further analysis reveals that the closed-lid state of Hsp70 interacts with SH3 via specific and highly conserved nonpolar residues, preventing the nonnative hydrophobic collapse of the SH3 client upon release from the chaperone. This study provides insights into specific atomic-level interactions that can be targeted by future experiments to better understand the molecular mechanism of Hsp70-assisted protein folding.

Indexed as

HSP70 Heat-Shock ProteinsMarkov ChainsMolecular Dynamics SimulationProtein FoldingMagnetic Resonance SpectroscopyNuclear Magnetic Resonance, BiomolecularProtein Conformationsrc Homology DomainsHSP70 Heat-Shock Proteins

Identifiers

PMID40873036
PMCPMC12448778

What Socratic 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 Socratic graph.