Evidence map›Paper›PMID 41352524›Full record

ReviewJournal of molecular and cellular cardiology2026

Single cell transcriptomic landscape of adult and pediatric non-ischemic cardiomyopathy.

Hanna J Tadros, Diwakar Turaga, Kyle Hope, Joseph A Spinner, Iki Adachi, Xiao Li, James F Martin

Abstract readReview
In one paragraph

Review in Journal of molecular and cellular cardiology, 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

7 authors.

Hanna J TadrosDivision of Pediatric Cardiology, Texas Children's Hospital, Houston, TX, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA.
Diwakar TuragaDepartment of Pediatrics, Baylor College of Medicine, Houston, TX, USA; Division of Critical Care Medicine, Texas Children's Hospital, Houston, TX, USA.
Kyle HopeDivision of Pediatric Cardiology, Texas Children's Hospital, Houston, TX, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA.
Joseph A SpinnerDivision of Pediatric Cardiology, Texas Children's Hospital, Houston, TX, USA; Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA.
Iki AdachiDepartment of Surgery, Baylor College of Medicine, Houston, TX, USA; Division of Congenital Heart Surgery, Texas Children's Hospital, Houston, TX, USA.
Xiao LiThe Texas Heart Institute at Baylor College of Medicine, Houston, TX, USA.
James F MartinThe Texas Heart Institute at Baylor College of Medicine, Houston, TX, USA; Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA; Center for Organ Repair and Renewal, Baylor College of Medicine, Houston, TX, USA. Electronic address: jfmartin@bcm.edu.

Funding

Pitx2 in atrial fibrillationR01HL118761 · NHLBI · BAYLOR COLLEGE OF MEDICINE · PI MARTIN, JAMES F · 2014 to 2025
$6.1M
Cytoskeletal Control of Yap in Heart RegenerationR01HL169511 · NHLBI · BAYLOR COLLEGE OF MEDICINE · PI James F Martin · 2023 to 2026
$2.7M
Reawakening cardiomyocyte proliferation from structural mediated quiescenceR01HL171574 · NHLBI · BAYLOR COLLEGE OF MEDICINE · PI James F Martin, Sean M Wu · 2024 to 2026
$1.9M
Hippo-YAP signaling in cardiac regenerative repairR01HL173242 · NHLBI · BAYLOR COLLEGE OF MEDICINE · PI James F Martin · 2025 to 2026
$1.4M
Senescent Cell States in Single Ventricle Disease with Heart FailureR01HL177644 · NHLBI · TEXAS HEART INSTITUTE · PI James F Martin · 2025 to 2026
$1.3M
Targeting Senescent Macrophages to Improve Heart Failure OutcomesR01HL179012 · NHLBI · TEXAS HEART INSTITUTE · PI LI, XIAO · 2025 to 2025
$1.3M
NHLBI NIH HHS R01 HL118761NHLBI NIH HHS R01 HL169511NHLBI NIH HHS R01 HL171574NHLBI NIH HHS R01 HL173242NHLBI NIH HHS R01 HL177644NHLBI NIH HHS R01 HL179012
6 · The paper itself

Abstract

Non-ischemic cardiomyopathy (NICM) is a devastating diagnosis with a wide array of phenotypes, ranging from mild cardiac hypertrophy to end-stage heart failure. Single-cell/nucleus RNA sequencing technologies have expanded and become a necessary tool to unravel the transcriptome across thousands to millions of cells. Studies incorporating these technologies to examine pediatric and adult myocardium have improved our understanding of underlying pathophysiology in cardiomyopathy, identified novel gene and genetic pathway associations, and paved the way for precision medicine therapeutics in cardiovascular medicine. We compiled the recent literature that showcase single cell/nucleus technologies in NICM in adult and pediatric populations and describe cell type-specific changes, ultimately setting the stage for future targeted gene manipulation/precision medicine.

Indexed as

CardiomyopathiesSingle-Cell AnalysisTranscriptomeAdultAnimalsChildGene Expression ProfilingHumansMyocardiumGene expressionNon-ischemic cardiomyopathyPediatricsSingle cell/nuclei RNA sequencing

Identifiers

PMID41352524
PMCPMC13274333

What OpenQuestion holds

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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 OpenQuestion graph.