Evidence map›Paper›PMID 40614727›Full record

ArticleCell genomics2025

Structural diversity and evolutionary constraints of oxidative phosphorylation.

José Luis Cabrera-Alarcón, Marina Rosa-Moreno, Lucía Sánchez-García, Pablo Hernansanz-Agustín, Maria Concepción Jiménez-Gómez, Fernando Martínez, Fátima Sánchez-Cabo, José Antonio Enríquez

Abstract read
In one paragraph

Article in Cell genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Adaptation of OXPHOS biogenesis to cellular requirements.Protein science : a publication of the Protein Society · 2026
    Review
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

8 authors.

José Luis Cabrera-AlarcónGENOXPHOS Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain; Centro de Investigaciones Biomédicas en Red en Fragilidad y Envejecimiento Saludable (CIBERFES), 28029 Madrid, Spain.
Marina Rosa-MorenoGENOXPHOS Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain.
Lucía Sánchez-GarcíaComputational Systems Biomedicine Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Pablo Hernansanz-AgustínGENOXPHOS Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain; Centro de Investigaciones Biomédicas en Red en Fragilidad y Envejecimiento Saludable (CIBERFES), 28029 Madrid, Spain.
Maria Concepción Jiménez-GómezGENOXPHOS Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain; Centro de Investigaciones Biomédicas en Red en Fragilidad y Envejecimiento Saludable (CIBERFES), 28029 Madrid, Spain.
Fernando MartínezBioinformatics Unit, Computational Systems Biomedicine Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Fátima Sánchez-CaboComputational Systems Biomedicine Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain; Bioinformatics Unit, Computational Systems Biomedicine Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain; Centro de Investigaciones Biomédicas en Red en Investigación Cardiovascular (CIBER-CV), 28029 Madrid, Spain.
José Antonio EnríquezGENOXPHOS Lab, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain; Centro de Investigaciones Biomédicas en Red en Fragilidad y Envejecimiento Saludable (CIBERFES), 28029 Madrid, Spain. Electronic address: jaenriquez@cnic.es.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The oxidative phosphorylation (OxPhos) system is central to metabolism. The more than 90 structural subunits are encoded by different chromosome categories (autosomal, X, and mtDNA). The system is envisioned as an invariant structure between cells and individuals. However, a comprehensive analysis of the 1,000 Genomes Project data reveals unexpected genetic intra-individual variability resulting from the heterozygosity of diploid autosomal genes, while diversity at the population level is generated by variability in mtDNA. We characterized the different levels of structural constriction at evolutionary and population levels for all OxPhos protein residues. To support this analysis, we developed ConScore, a conservation-based predictor of variant impact within OxPhos proteins (area under the receiver operating characteristic curve [ROC-AUC] = 0.97; area under the precision-recall curve [PR-AUC] = 0.94). Notably, for the nuclear-encoded subunits, we found mechanisms limiting individual variability as allelic imbalance or homozygosity bias. Integrating structural, functional, and genetic data, we highlight the significance of each OxPhos protein position, expanding insights into its role in speciation and disease.

Indexed as

Evolution, MolecularGenetic VariationOxidative PhosphorylationAnimalsDNA, MitochondrialHumansDNA, Mitochondrialconservation scoreevolutionary drivershuman variabilitymitochondrial DNAmtDNAoxidative phosphorylationOxPhos

Identifiers

PMID40614727
PMCPMC12534705

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.