Evidence map›Paper›PMID 39103332›Full record

ArticleNature communications2024

Rescaling protein-protein interactions improves Martini 3 for flexible proteins in solution.

F Emil Thomasen, Tórur Skaalum, Ashutosh Kumar, Sriraksha Srinivasan, Stefano Vanni, Kresten Lindorff-Larsen

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.

0numbers the graph read from it
0cells of the map it votes in
33citing 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

33 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. AI-Physics-Experiment Trinity for Integrated Protein Dynamics Modeling.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Review
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. A Coarse-Grained MARTINI Model for Mucins.Journal of chemical theory and computation · 2026
    Article
  16. Article
  17. Article
  18. Martini 3 Limitations in Phospholipid Flip-Flop.Journal of chemical theory and computation · 2025
    Article
  19. Article
  20. 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

6 authors.

F Emil Thomasen *Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, DK-2200, Copenhagen N, Denmark. fe.thomasen@bio.ku.dk.ORCID 0000-0002-2096-4873
Tórur Skaalum *Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, DK-2200, Copenhagen N, Denmark.
Ashutosh KumarDepartment of Biology, University of Fribourg, Fribourg, Switzerland.ORCID 0009-0001-6910-4655
Sriraksha SrinivasanDepartment of Biology, University of Fribourg, Fribourg, Switzerland.
Stefano VanniDepartment of Biology, University of Fribourg, Fribourg, Switzerland. stefano.vanni@unifr.ch.ORCID 0000-0003-2146-1140
Kresten Lindorff-LarsenLinderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, DK-2200, Copenhagen N, Denmark. lindorff@bio.ku.dk.ORCID 0000-0002-4750-6039

Funding

Lundbeckfonden (Lundbeck Foundation) R155-2015-2666Novo Nordisk Fonden (Novo Nordisk Foundation) NF18OC0032608Novo Nordisk Fonden (Novo Nordisk Foundation) NNF18OC0033950
6 · The paper itself

Abstract

Multidomain proteins with flexible linkers and disordered regions play important roles in many cellular processes, but characterizing their conformational ensembles is difficult. We have previously shown that the coarse-grained model, Martini 3, produces too compact ensembles in solution, that may in part be remedied by strengthening protein-water interactions. Here, we show that decreasing the strength of protein-protein interactions leads to improved agreement with experimental data on a wide set of systems. We show that the 'symmetry' between rescaling protein-water and protein-protein interactions breaks down when studying interactions with or within membranes; rescaling protein-protein interactions better preserves the binding specificity of proteins with lipid membranes, whereas rescaling protein-water interactions preserves oligomerization of transmembrane helices. We conclude that decreasing the strength of protein-protein interactions improves the accuracy of Martini 3 for IDPs and multidomain proteins, both in solution and in the presence of a lipid membrane.

Indexed as

Protein BindingSolutionsLipid BilayersMembrane ProteinsMolecular Dynamics SimulationProtein ConformationProteinsWaterLipid BilayersMembrane ProteinsProteinsSolutionsWater

Identifiers

PMID39103332
PMCPMC11300910

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.