Evidence map›Paper›PMID 39688306›Full record

ArticleProtein science : a publication of the Protein Society2025

Applicability of AlphaFold2 in the modeling of dimeric, trimeric, and tetrameric coiled-coil domains.

Rafal Madaj, Mikel Martinez-Goikoetxea, Kamil Kaminski, Jan Ludwiczak, Stanislaw Dunin-Horkawicz

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Article
  2. Conformational diversity in poly-HAMP arrays and its implications for signal transduction.Protein science : a publication of the Protein Society · 2026
    Article
  3. From Thanatos to transcription: the emerging biology of THAP proteins.Cellular and molecular life sciences : CMLS · 2026
    Review
  4. Fusion protein condensate formation via coiled-coil domains.Protein science : a publication of the Protein Society · 2026
    Article
  5. When can AlphaFold predict the oligomeric states of proteins?Protein science : a publication of the Protein Society · 2026
    Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. 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

5 authors.

Rafal MadajInstitute of Evolutionary Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland.
Mikel Martinez-GoikoetxeaDepartment of Protein Evolution, Max Planck Institute for Biology Tübingen, Tübingen, Germany.
Kamil KaminskiInstitute of Evolutionary Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland.
Jan LudwiczakInstitute of Evolutionary Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland.
Stanislaw Dunin-HorkawiczInstitute of Evolutionary Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland.ORCID 0000-0002-4581-1558

Funding

Max-Planck-Gesellschaft
6 · The paper itself

Abstract

Coiled coils are a common protein structural motif involved in cellular functions ranging from mediating protein-protein interactions to facilitating processes such as signal transduction or regulation of gene expression. They are formed by two or more alpha helices that wind around a central axis to form a buried hydrophobic core. Various forms of coiled-coil bundles have been reported, each characterized by the number, orientation, and degree of winding of the constituent helices. This variability is underpinned by short sequence repeats that form coiled coils and whose properties determine both their overall topology and the local geometry of the hydrophobic core. The strikingly repetitive sequence has enabled the development of accurate sequence-based coiled-coil prediction methods; however, the modeling of coiled-coil domains remains a challenging task. In this work, we evaluated the accuracy of AlphaFold2 in modeling coiled-coil domains, both in modeling local geometry and in predicting global topological properties. Furthermore, we show that the prediction of the oligomeric state of coiled-coil bundles can be achieved by using the internal representations of AlphaFold2, with a performance better than any previous state-of-the-art method (code available at https://github.com/labstructbioinf/dc2_oligo).

Indexed as

Models, MolecularProtein DomainsProtein MultimerizationProteinsSoftwareProteinsAlphaFold2bioinformaticscoiled‐coil domainsstructure modeling

Identifiers

PMID39688306
PMCPMC11651203

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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.