Evidence map›Paper›PMID 42174693›Full record

ArticleGenome biology2026

Pro-regenerative fingerprints identified in a sub-population of adult mouse cardiomyocytes by integrative single-cell proteomics.

Consuelo Marín-Vicente, Cristina Villa Del Campo, Enrique Calvo, Jose Manuel Rodríguez, Rocío Sierra, Sandra Martín-Salamanca, Carlos Torroja, Akos Végvári, Roman A Zubarev, Miguel Torres and 1 more

Abstract read
In one paragraph

Article in Genome biology, 2026. 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. 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

11 authors.

Consuelo Marín-VicenteCardiovascular Proteomics Group, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain. cmarin@cnic.es.
Cristina Villa Del CampoGenetic Control of Development and Organ Regeneration Group, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Enrique CalvoProteomics Unit, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Jose Manuel RodríguezProteomics Unit, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Rocío SierraGenetic Control of Development and Organ Regeneration Group, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Sandra Martín-SalamancaGenetic Control of Development and Organ Regeneration Group, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Carlos TorrojaBioinformatics Unit, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Akos VégváriDivision of Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden.
Roman A ZubarevDivision of Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden.
Miguel TorresGenetic Control of Development and Organ Regeneration Group, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain. mtorres@cnic.es.
Jesús VázquezCardiovascular Proteomics Group, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain. jesus.vazquez@cnic.es.

Funding

Comunidad de Madrid IMMUNO-VAR, P2022/BMD-7333Comunidad de Madrid P2022/BMD-7245European Commission H2020 Program SC1-BHC-07-2019. Ref. 874764 "REANIMAEuropean Union ERC AdG REACTIVA Ref. 101142005Instituto de Salud Carlos III ondo de Investigación Sanitaria grant PRB3 (PT17/0019/0003- ISCIII-SGEFI / ERDF, ProteoRedla Caixa" Banking Foundation project codes HR17-00247 and HR22-00253Leducq Fondation TNE-17CVD04Severo Ochoa Center of Excellence-MICIN/AEI/10.13039/501100011033 CEX2020-001041-SSpanish Ministry of Science, Innovation and Universities PGC2018-097019-B-I00
6 · The paper itself

Abstract

backgroundRecent advances in instrument sensitivity and sample preparation techniques are significantly improving the ability to study the heterogeneity of cell populations at the single-cell level by mass spectrometry-based proteomics. Integrating multiple layers of cellular data offers additional and yet unexplored insights in single-cell proteomics. In regenerative research, cardiomyocyte proliferation driven by the overexpression of the Myc transcription factor has been described, however, it has not yet been investigated at single-cell resolution.

resultsBy using an optimized adult cardiomyocytes isolation procedure from mouse models and taking advantage of the integrative capabilities of the iSanXoT application, we are able to minimize batch effects and cell size-related biases, obtain quantitative subcellular compartment information and detect protein alterations within subcellular compartments, as it had not yet been defined for this methodology. This approach enhances data quantification accuracy and facilitates biological interpretation. We show that the Myc transcription factor switches the expression profile of metabolic enzymes and expands a subpopulation of adult cardiomyocytes with a pro-regenerative signature.

conclusionsWe demonstrate that different layers of information can properly pattern the proteomic phenotype of single-cells. The analysis of single-cardiomyocyte data with the integrative statistical framework of iSanXoT provided important clues to understand the impact of Myc transcription factor in provoking different immaturity and pro-regenerative signatures in adult mouse cardiomyocytes. The cellular heterogeneity exerted by mouse cardiomyocytes upon Myc overexpression demonstrates the relevance of conducting regenerative studies at the single-cell level for precisely defining the amplitude of this response in the heart.

Indexed as

Myocytes, CardiacProteomicsRegenerationSingle-Cell AnalysisAnimalsMiceProto-Oncogene Proteins c-mycProto-Oncogene Proteins c-mycHeartMass- spectrometryMyc transcription factorProteomicsRegenerationSingle-cellSubcellular compartment

Identifiers

PMID42174693
PMCPMC13292336

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.