Evidence map›Paper›PMID 41313352›Full record

ArticleJournal of molecular evolution2026

Correlated Evolution Drives Structural Convergence of Interacting Proteins.

Ksenia Macias Calix, Antara Anika Piya, Raquel Assis

Abstract read
In one paragraph

Article in Journal of molecular evolution, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

3 authors.

Ksenia Macias CalixDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, 33431, USA.
Antara Anika PiyaDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, 33431, USA.
Raquel AssisDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, 33431, USA. rassis@fau.edu.ORCID http://orcid.org/0000-0002-4032-3512

Funding

Learning about the evolution of structural variations from genomic and transcriptomic dataR35GM142438 · NIGMS · FLORIDA ATLANTIC UNIVERSITY · PI ASSIS, RAQUEL · 2021 to 2025
$1.9M
National Science Foundation DBI-2130666NIH HHS R35GM142438
6 · The paper itself

Abstract

Understanding the relationship between protein structures and their interactions is a fundamental biological problem. Here we broadly tackle this problem by examining associations between protein structural features and interaction patterns in rodents and yeast-two highly divergent taxa from different kingdoms. In both taxa, we uncover positive correlations between intrinsic disorders of interacting proteins, consistent with a prior study showing stronger affinity between proteins with similar structures. However, closer examination reveals that these relationships are restricted to proteins involved in evolutionarily conserved interactions, or interologs. We also find that interologs generally exhibit more similar protein structures and less evolutionary structural divergence than non-interologs, supporting the hypothesis that conserved interactions are associated with structural convergence of interacting proteins. Further analyses show that interologs are typically less intrinsically disordered and play more central functional roles than non-interologs, suggesting that these structural similarities may help preserve stable interactions involved in essential biological processes. Overall, this study underscores the interconnected evolution of protein structures and their interactions, illustrating how the optimization of protein fitness landscapes for both structural and functional stability may promote structural convergence across divergent taxa.

Indexed as

Evolution, MolecularProteinsAnimalsMiceProtein BindingProtein ConformationSaccharomyces cerevisiaeProteinsCoevolutionInterologProtein disorderProtein-protein interactionProtein structureStructural convergence

Identifiers

PMID41313352
PMCPMC12920738

What Socratic holds

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LicenceCC BY-NC-ND
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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.