Evidence map›Paper›PMID 41894766›Full record

ArticlePhysical review letters2026

Cooperative Native Contact Formation Facilitates Free Energy Barrier Crossing in Protein Folding.

Chi-Jui Feng, Ulrich Baxa, John M Louis, Hoi Sung Chung

Abstract read
In one paragraph

Article in Physical review letters, 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. Article
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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.

Chi-Jui FengNational Institute of Diabetes and Digestive and Kidney Diseases, Laboratory of Chemical Physics, National Institutes of Health, Bethesda, Maryland 20892-0520, USA.
Ulrich BaxaNational Institute of Diabetes and Digestive and Kidney Diseases, Multi-Institute Cryo-EM Facility, National Institutes of Health, Bethesda, Maryland 20892-0520, USA.
John M LouisNational Institute of Diabetes and Digestive and Kidney Diseases, Laboratory of Chemical Physics, National Institutes of Health, Bethesda, Maryland 20892-0520, USA.
Hoi Sung ChungNational Institute of Diabetes and Digestive and Kidney Diseases, Laboratory of Chemical Physics, National Institutes of Health, Bethesda, Maryland 20892-0520, USA.

Funding

Single molecule studies of protein binding and aggregationZIADK075113 · NIDDK · NATIONAL INSTITUTE OF DIABETES AND DIGESTIVE AND KIDNEY DISEASES · PI CHUNG, HOI SUNG · 2015 to 2025
$10.7M
Intramural NIH HHS ZIA DK075113
6 · The paper itself

Abstract

Understanding the folding mechanisms of biomolecules, such as proteins and nucleic acids, requires probing time-dependent changes of conformations, including secondary and tertiary structure formation. All these mechanism-relevant structural transitions, typically seen as coarse-grained descriptions in molecular dynamics simulations, occur in the tiny fraction of a molecular trajectory called the transition path (TP). However, TPs have been inaccessible for most proteins due to the limited time resolution of single-molecule techniques. Here, we measure the TP times of eight two-state single-domain proteins in aqueous solution using nanophotonics-enhanced single-molecule fluorescence spectroscopy. We found that the TP times are extremely short, ranging from 0.7 to 4  μs, and insensitive to most protein properties. Surprisingly, however, the extracted diffusion coefficient at the free energy barrier on the number of native contacts coordinate increases with protein length. This facilitation of diffusion in larger proteins is explained by increased cooperative native contact formation during folding, which reduces the roughness of the energy landscape. Our results reveal that evolutionary optimization of the energy landscape is much more efficient for protein folding than for other biomolecular processes.

Indexed as

Models, ChemicalProtein FoldingProteinsDiffusionMolecular Dynamics SimulationProtein ConformationSpectrometry, FluorescenceThermodynamicsProteins

Identifiers

PMID41894766
PMCPMC13035324

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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.