Evidence map›Paper›PMID 40802773›Full record

ArticleScience advances2025

Transcriptome fingerprinting of aberrant fibroblast activation unlocks effective therapeutics to tackle cardiac fibrosis.

Mathieu Cinato, Ryeonshi Kang, Solomiia Kramar, Lesia Savchenko, Nathalie Pizzinat, Audrey Swiader, Alexander Kel, Aleksandr Kalmykov, Daria Stelmashenko, Ilenia Martinelli and 3 more

Abstract read
In one paragraph

Article in Science advances, 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. 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

13 authors.

Mathieu CinatoNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.ORCID 0000-0002-8490-4335
Ryeonshi KangNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.ORCID 0000-0001-5709-128X
Solomiia KramarNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.ORCID 0000-0003-3654-4950
Lesia SavchenkoNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.
Nathalie PizzinatNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.ORCID 0000-0002-4823-1743
Audrey SwiaderNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.ORCID 0000-0002-6050-4337
Alexander KelGeneXplain GmbH, Wolfenbuettel, Germany.ORCID 0000-0001-6775-2467
Aleksandr KalmykovGeneXplain GmbH, Wolfenbuettel, Germany.ORCID 0000-0002-6979-5919
Daria StelmashenkoGeneXplain GmbH, Wolfenbuettel, Germany.ORCID 0009-0004-4951-1140
Ilenia MartinelliNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.ORCID 0000-0002-7702-7784
Jerome RoncalliNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.
Charlotte LabordeNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.ORCID 0000-0002-1243-7918
Oksana KunduzovaNational Institute of Health and Medical Research (INSERM) U1297-University of Toulouse, 31432 Toulouse Cedex 4, France.ORCID 0000-0003-2503-6555

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aberrant activation of fibroblasts is a pivotal component of cardiac fibrosis predisposing to heart failure. However, the molecular regulation of the functional state of cardiac fibroblasts in fibrosis resolution remains largely unexplored, and therefore, effective antifibrosis therapies are still lacking. By translating mouse transcriptomics to humans, we unlocked common molecular denominators connecting the fibroblast phenotypic state and fibrogenic signaling pathways in cardiac fibrosis. Through the construction of a fibroblast-specific transcriptional gene regulatory network, we found ITGAL and DUSP9 as key druggable targets for human myocardial fibrosis. A computational drug repurposing approach predicted 367 antifibrotic candidate compounds for heart disease. In primary cardiac fibroblasts derived from patients with heart failure, we provided experimental validation of the top 2-ranked repositioned drug candidates and their combination. These innovative approaches facilitate the identification of potential targets and drug candidates for cardiac fibrosis, providing actionable opportunities for clinical translation.

Indexed as

FibroblastsGene Expression ProfilingMyocardiumTranscriptomeAnimalsDrug RepositioningFibrosisGene Regulatory NetworksHeart FailureHumansMiceSignal Transduction

Identifiers

PMID40802773
PMCPMC12346348

What OpenQuestion holds

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LicenceCC BY-NC
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 OpenQuestion graph.