Evidence map›Paper›PMID 41891038›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Age-dependent Transcriptional Programs Distinguish Pediatric from Adult Dilated Cardiomyopathy.

Zoe Leroux, Obed O Nyarko, Anis Karimpour-Fard, Bonnie Neltner, Matthew L Stone, Sharon Graw, Luisa Mestroni, Mathew R G Taylor, Brian L Stauffer, Shelley D Miyamoto and 1 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

11 authors.

Zoe LerouxDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.
Obed O NyarkoDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.
Anis Karimpour-FardDepartment of Medicine, Division of General Internal Medicine, University of Colorado School of Medicine, Aurora, CO, 80045.ORCID 0000-0003-4249-4363
Bonnie NeltnerDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.
Matthew L StoneDeparment of Pediatrics, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.
Sharon GrawDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.ORCID 0000-0003-4577-1493
Luisa MestroniDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.ORCID 0000-0003-1116-2286
Mathew R G TaylorDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.ORCID 0000-0001-9043-0810
Brian L StaufferDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.ORCID 0000-0003-3418-7750
Shelley D MiyamotoDeparment of Pediatrics, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.ORCID 0000-0002-8029-981X
Carmen C SucharovDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA.

Funding

Studies of Rare Genetic Variation in the Isolated Population of SardiniaR01HL117626 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ABECASIS, GONCALO · 2013 to 2016
$10.5M
Rare variants and NHLBI traits in deeply phenotyped cohortsR01HL120393 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M, RICE, KENNETH M. · 2014 to 2016
$8.9M
Rare variants and NHLBI traits in deeply phenotyped cohortsU01HL120393 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M, RICE, KENNETH M. · 2017 to 2018
$5.6M
Targeting mitochondria in SV heart diseaseR01HL156670 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI MIYAMOTO, SHELLEY DEANNE, STAUFFER, BRIAN L · 2021 to 2025
$3.9M
Integrative genomic and transcriptomic investigation of human heart failure mechanismsR01HL170012 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI ANI Wang MANICHAIKUL, Matthew R Taylor · 2024 to 2026
$1.9M
Investigations of Pathologic Remodeling Using Pediatric Heart Failure SerumK24HL150630 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI SUCHAROV, CARMEN C · 2020 to 2024
$537k
NHLBI NIH HHS HHSN268201800001CNHLBI NIH HHS K24 HL150630NHLBI NIH HHS R01 HL117626NHLBI NIH HHS R01 HL120393NHLBI NIH HHS R01 HL156670NHLBI NIH HHS R01 HL170012NHLBI NIH HHS U01 HL120393
6 · The paper itself

Abstract

Background: Current management of pediatric dilated cardiomyopathy (DCM) in children relies on guideline-directed medical therapy (GDMT) extrapolated from adult heart failure. However, due to small sample size, randomized trials of GDMT agents in children have failed to demonstrate efficacy and mortality benefits seen in adults, suggesting fundamental differences in disease mechanisms. We hypothesized that distinct age-dependent transcriptional programs underlie this therapeutic discordance. Methods: We performed comparative transcriptomic profiling using bulk RNA sequencing on explanted left ventricular tissue from pediatric (n=29) and adult (n=35) DCM patients (adult DCM from previously published data) compared with age-matched non-failing controls (n=22 pediatric, 14 adult). We analyzed differential gene expressions, pathway enrichment across disease etiologies, and the regulation of a conserved 430-gene β1-adrenergic receptor gene signaling network (β1-GSN) known to modulate remodeling in adult heart failure. Results: Transcriptional signatures were profoundly distinct, with only 7.4% of differentially expressed genes shared between adult and pediatric cohorts. Pediatric DCM was characterized by transcriptional reprogramming and the activation of developmental pathways, including WNT/β-catenin and Notch signaling. Conversely, adult DCM hearts were enriched for pathways associated with metabolic dysfunction, mitochondrial deficits, and inflammation. Crucially, while the β1-GSN was desensitized and extensively remodeled in adults, the pathway remained activated in children, with only 4 of 430 network genes showing antithetical regulation. Conclusion: The lack of pathological β-adrenergic remodeling in children could provide a molecular explanation for the lack of clear efficacy of β-blockers in this population. Collectively, these results suggest pediatric DCM represents a biologically distinct disease entity rather than an earlier manifestation of adult heart failure, and future therapeutic strategies must move beyond adult extrapolation to target pediatric-specific pathways.

Indexed as

Adult heart failureCardiac remodelingDilated cardiomyopathy (DCM)Gene expression profilingPediatric heart failureβ-adrenergic signaling

Identifiers

PMID41891038
PMCPMC13015629

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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.