Evidence map›Paper›PMID 41650239›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Hierarchical friction memory leads to subdiffusive configurational dynamics of fast-folding proteins.

Anton Klimek, Benjamin A Dalton, Lucas Tepper, Roland R Netz

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Anton KlimekFachbereich Physik, Freie Universität Berlin, Berlin 14195, Germany.ORCID 0009-0008-5853-3092
Benjamin A DaltonFachbereich Physik, Freie Universität Berlin, Berlin 14195, Germany.ORCID 0000-0002-0448-2989
Lucas TepperFachbereich Physik, Freie Universität Berlin, Berlin 14195, Germany.ORCID 0000-0001-8403-5275
Roland R NetzFachbereich Physik, Freie Universität Berlin, Berlin 14195, Germany.ORCID 0000-0003-0147-0162

Funding

Deutsche Forschungsgemeinschaft (DFG) CRC 1449 "Dynamic Hydrogels at Biointerfaces" Project ID 431232613 Project A03
6 · The paper itself

Abstract

Proteins often exhibit subdiffusive configurational dynamics, the origins of which are still unresolved. We investigate the impact of non-Markovian friction and the free-energy landscape on the dynamics of fast-folding proteins in terms of the mean squared displacement (MSD) and the mean first-passage-time (MFPT) of the folding reaction coordinate. We find the friction memory kernel from published molecular dynamics simulations to be well-described by a hierarchical multiexponential function, which gives rise to subdiffusion in the MSD for times shorter than the longest memory time, while for longer times the confining free-energy landscape produces subdiffusion. Thus, for a wide range of times, friction memory effects in fast-folding proteins dominate the scaling behavior of the MSD compared to effects due to the folding free-energy landscape. As a consequence, Markovian models are insufficient to fully capture the folding dynamics, as quantified by the MSD and the MFPT, even when including coordinate-dependent friction. Our results demonstrate the importance of memory effects in protein folding and conformational dynamics and explicitly show that subdiffusion in fast-folding protein dynamics originates mainly from memory effects, not from the free-energy landscape and not from coordinate-dependent friction.

Indexed as

Protein FoldingProteinsDiffusionFrictionMarkov ChainsMolecular Dynamics SimulationProtein ConformationThermodynamicsProteinsnon-Markovian dynamicsprotein foldingsubdiffusion

Identifiers

PMID41650239
PMCPMC12890985

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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.