ArticleNature cardiovascular research2023
Transcriptional profiling unveils molecular subgroups of adaptive and maladaptive right ventricular remodeling in pulmonary hypertension.
Article in Nature cardiovascular research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 1 of them a synthesis that pooled it.
What it found
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Who cites it
40 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A Cross-Species and Sex-Specific Meta-Analysis of Transcriptomic Studies of Pulmonary Hypertension.American journal of respiratory cell and molecular biology · 2025Pooled it
- Human adult and pediatric multimodal transcriptomic atlas of progression from pressure-loaded to failing right ventricle.Nature cardiovascular research · 2026Article
- Multimodality Molecular Profiling Nominates Targetable Mechanisms in Progressive RV Dysfunction.Circulation research · 2026Article
- Artificial Intelligence and Multi-Omics Approaches in the Precision Management of Pulmonary Hypertension: From Early Diagnosis to Therapeutic Stratification.International journal of molecular sciences · 2026Review
- Apelin analog treatment reverses severe pulmonary arterial hypertension and right ventricular heart failure.JCI insight · 2026Article
- A modelling study of right ventricular growth with valvular regurgitation.Biomechanics and modeling in mechanobiology · 2026Article
- Article
- Lung Pericytes: Molecular Mechanisms, Signaling Pathways, and Roles in Pulmonary Diseases.Comprehensive Physiology · 2026Review
- Significance of 14-3-3 Epsilon for Right Ventricular Failure Associated with Pulmonary Hypertension.Internal medicine (Tokyo, Japan) · 2026Article
- SC-framework: A robust and FAIR semi-interactive environment for single-cell resolution datasets.iScience · 2026Article
- Large animal models of right heart failure due to pulmonary hypertension: a bridge to translational success.European respiratory review : an official journal of the European Respiratory Society · 2026Review
- Identification of RUNX1 as a Biomarker for Right Ventricular Remodeling in Pulmonary Arterial Hypertension Using WGCNA.Pulmonary circulation · 2026Article
- TCONS_00052110 is associated with prolonged PTBP1 half-life and mitochondrial injury in PAH-associated right ventricular stress.Scientific reports · 2026Article
- Advances in the pathogenesis and clinical management of pulmonary hypertension.Medical review (2021) · 2026Review
- Multimodality Molecular Profiling Nominates Targetable Mechanisms in Progressive RV Dysfunction.bioRxiv : the preprint server for biology · 2026Article
- Cardiomyocyte NLRP3 signaling in right heart failure is sexually dimorphic via estrogen receptor α.bioRxiv : the preprint server for biology · 2026Article
- Exosomal miR-21 mitigates pulmonary hypertension-induced right-heart remodeling by preserves mitochondrial homeostasis.Journal of translational medicine · 2026Article
- Inactivation of AXL in Cardiac Fibroblasts Alleviates Right Ventricular Remodeling in Pulmonary Hypertension.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Alternative Polyadenylation Signatures Distinguish Maladaptive Right Ventricular Remodeling in Pulmonary Hypertension: Implications for RNA-Based Diagnostics and Therapeutics.British journal of biomedical science · 2026Article
- NF-κB signaling as a critical inflammatory node in pulmonary arterial hypertension: from vascular remodeling to right heart failure.Frontiers in immunology · 2026Review
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26 authors.
Funding
Abstract
Right ventricular (RV) function is critical to prognosis in all forms of pulmonary hypertension. Here we perform molecular phenotyping of RV remodeling by transcriptome analysis of RV tissue obtained from 40 individuals, and two animal models of RV dysfunction of both sexes. Our unsupervised clustering analysis identified 'early' and 'late' subgroups within compensated and decompensated states, characterized by the expression of distinct signaling pathways, while fatty acid metabolism and estrogen response appeared to underlie sex-specific differences in RV adaptation. The circulating levels of several extracellular matrix proteins deregulated in decompensated RV subgroups were assessed in two independent cohorts of individuals with pulmonary arterial hypertension, revealing that NID1, C1QTNF1 and CRTAC1 predicted the development of a maladaptive RV state, as defined by magnetic resonance imaging parameters, and were associated with worse clinical outcomes. Our study provides a resource for subphenotyping RV states, identifying state-specific biomarkers, and potential therapeutic targets for RV dysfunction.
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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.