Evidence map›Paper›PMID 41226413›Full record

ArticleInternational journal of molecular sciences2025

Moonlighting Proteins: Some Hypotheses on the Structural Origin of Their Multifunctionality.

Juan Cedano, Mario Huerta, Angel Mozo-Villarias, Enrique Querol

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. 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. Beyond the gap: moonlighting functions of connexins in cancer.Cell communication and signaling : CCS · 2026
    Review
  2. Loss ofPlants (Basel, Switzerland) · 2026
    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

4 authors.

Juan CedanoDepartament de Bioquímica i Biologia Molecular, Institut de Biotecnologia i Biomedicina, Universitat Autónoma de Barcelona, Bellaterra, 08193 Barcelona, Spain.ORCID 0000-0003-1380-8036
Mario HuertaInstitute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany.ORCID 0009-0004-5200-2419
Angel Mozo-VillariasDepartament de Bioquímica i Biologia Molecular, Institut de Biotecnologia i Biomedicina, Universitat Autónoma de Barcelona, Bellaterra, 08193 Barcelona, Spain.
Enrique QuerolDepartament de Bioquímica i Biologia Molecular, Institut de Biotecnologia i Biomedicina, Universitat Autónoma de Barcelona, Bellaterra, 08193 Barcelona, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Moonlighting proteins-single polypeptides performing multiple, often unrelated functions-are increasingly recognized as key players in human disease and microbial pathogenesis, making their identification crucial for understanding disease mechanisms and developing targeted therapies. This study addresses the unresolved question of how such multifunctionality evolves, focusing on two potential structural mechanisms: Non-Orthologous Gene Displacement/Non-Homologous Isofunctional Enzymes (NOGD/NHIE), where evolutionarily unrelated proteins perform the same function, and Fold-Switching Proteins (FSP), which adopt alternative secondary structures to switch functions without sequence changes. We analyzed the overlap between known human moonlighting proteins (from MultitaskProtDB-II) and curated datasets of NOGD/NHIE (Non-Orthologous Gene Displacement/Non-Homologous Isofunctional Enzymes) and fold-switching proteins (FSPs), using Fisher's exact test for statistical validation. Moonlighting proteins showed extraordinary enrichment for NOGD/NHIE (19.89% vs. 0.39% in non-moonlighting proteins; odds ratio = 63.1,

Indexed as

ProteinsDatabases, ProteinEvolution, MolecularHumansProtein ConformationProtein FoldingProteinsconformational plasticityfold-switching proteinsmoonlighting proteinsmoonlighting proteins evolutionmultitasking proteinsnon-homologous isofunctional enzymesnon-orthologous gene displacementprotein structure and function

Identifiers

PMID41226413
PMCPMC12607968

What Socratic holds

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Registered trials

None linked

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.