Evidence map›Paper›PMID 41877661›Full record

ArticleCardiovascular research2026

Shared splicing dysregulation in heart failure associated with dilated and ischaemic cardiomyopathy and spatial specificity across cardiac regions.

Marta Furtado, Pedro Barbosa, Ana Wemans, Lu Zhang, Andrew Lumley, Teresa Carvalho, Patrícia Napoleão, Przemyslaw Leszek, Maria Carmo-Fonseca, Yvan Devaux and 1 more

Abstract read
In one paragraph

Article in Cardiovascular research, 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. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Marta FurtadoGulbenkian Institute for Molecular Medicine, Pólo de Oeiras, Rua Quinta Grande, 6, 2780-156 Oeiras, Portugal.ORCID 0000-0003-3714-9653
Pedro BarbosaGulbenkian Institute for Molecular Medicine, Pólo de Oeiras, Rua Quinta Grande, 6, 2780-156 Oeiras, Portugal.
Ana WemansGulbenkian Institute for Molecular Medicine, Pólo de Oeiras, Rua Quinta Grande, 6, 2780-156 Oeiras, Portugal.
Lu ZhangBioinformatics & AI Unit, Luxembourg Institute of Health, Strassen, Luxembourg.
Andrew LumleyCardiovascular Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg.
Teresa CarvalhoFaculdade de Medicina da Universidade de Lisboa, Avenida Professor Egas Moniz, 1649-028 Lisboa, Portugal.
Patrícia NapoleãoGulbenkian Institute for Molecular Medicine, Pólo de Oeiras, Rua Quinta Grande, 6, 2780-156 Oeiras, Portugal.
Przemyslaw LeszekThe Heart Failure and Transplantology Department, Institute of Cardiology, Warsaw, Poland.ORCID 0000-0003-4529-2687
Maria Carmo-FonsecaGulbenkian Institute for Molecular Medicine, Pólo de Oeiras, Rua Quinta Grande, 6, 2780-156 Oeiras, Portugal.
Yvan DevauxCardiovascular Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg.ORCID 0000-0002-5321-8543
Sandra MartinsFaculdade de Medicina da Universidade de Lisboa, Avenida Professor Egas Moniz, 1649-028 Lisboa, Portugal.ORCID 0000-0002-7733-4485

Funding

EU Horizon 2020 101016072Fundação para a Ciência e a Tecnologia 2020.04836.BDHeart Foundation-Daniel Wagner of Luxembourg'la Caixa' Foundation LCF/PR/HR20/52400021Leducq Foundation 21CVD02Ministry of Higher Education and ResearchNational Research Fund C14/BM/8225223National Research Fund C17/BM/11613033National Research Fund COVID-19/2020-1/14719577/miRCOVID
6 · The paper itself

Abstract

aimsAlternative splicing plays a critical role in cardiac development and function and becomes dysregulated in heart failure. Although splicing defects have been described in both dilated (DCM) and ischaemic (ICM) cardiomyopathy, the extent to which these alterations contribute to disease mechanisms and how they are spatially distributed across cardiac regions remains poorly understood. This study aimed to profile alternative splicing events across the left ventricle (LV), right ventricle (RV), and interventricular septum (IVS) in end-stage heart failure patients with DCM and ICM, and to investigate potential regulatory factors driving these changes. METHODS AND

resultsRNA-seq was performed on LV tissue from patients with DCM (n = 10), ICM (n = 11), and non-failing controls (n = 5), and analysed using three complementary splicing tools to maximize event detection. This integrative approach consistently revealed widespread splicing alterations in heart failure samples compared to controls, with substantial overlap between DCM and ICM. Motif enrichment analysis implicated the RNA-binding protein QKI as a potential splicing regulator in heart failure. Validation of six selected splicing events by qRT-PCR in a larger cohort (54 DCM, 45 ICM, 23 controls) confirmed shared dysregulation in DCM and ICM. While splicing alterations in CAMK2D and PDLIM3 were detected across the LV, RV, and IVS in both DCM and ICM, other transcripts (MYL6, ESRRG, EYA4, and SORBS1) differed between DCM and ICM, with DCM showing broader chamber-wide splicing alterations.

conclusionThis study presents the first multi-chamber analysis of splicing in human heart failure, revealing a set of splicing events commonly dysregulated in DCM and ICM. These findings support the notion that splicing dysregulation can be a shared molecular response to advanced cardiac remodelling, rather than a driver of aetiology-specific pathology. We further uncovered distinct spatial patterns: in DCM, splicing alterations were consistently observed across all cardiac chambers, likely reflecting diffuse myocardial involvement. In contrast, certain splicing changes in ICM were restricted to the LV, consistent with the focal nature of ischaemic injury.

Indexed as

Alternative SplicingCardiomyopathy, DilatedHeart FailureMyocardial IschemiaAdaptor Proteins, Signal TransducingAdultAgedCase-Control StudiesFemaleHumansLIM Domain ProteinsMaleMiddle AgedRNA-Binding ProteinsRNA-SeqSpatial TranscriptomicsAdaptor Proteins, Signal TransducingLDB3 protein, humanLIM Domain ProteinsRNA-Binding Proteinsalternative splicingdilated cardiomyopathyheart failureischaemic cardiomyopathy

Identifiers

PMID41877661
PMCPMC13196872

What Socratic holds

Textmetadata
LicenceCC BY
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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.