ArticleScientific reports2025
Decoding mechanosensitive genes in cardiac fibroblasts via 3D hydrogel models of fibrosis.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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.
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.
Who cites it
5 citing papers in PubMed.
- Mitochondrial electron transport chain is essential for acute inflammatory stress responses in mouse fibroblasts.Scientific reports · 2026Article
- Review
- Disruption of the Fibroinflammatory Loop: A Therapeutic Strategy for Cardiac Fibrosis in Non-Ischemic Cardiomyopathy.Reviews in cardiovascular medicine · 2026Article
- The Role of Thrombospondin-2 in Myocardial Fibrosis.Drug design, development and therapy · 2026Review
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Cardiac fibrosis arises from the abnormal activation of cardiac fibroblasts (CFs) in response to both chemical and mechanical stressors. While extracellular matrix (ECM) stiffness is a key determinant of fibroblast behavior, the molecular mechanisms linking mechanical signals to gene expression remain poorly understood. To address this gap, we developed a three-dimensional (3D) hydrogel system that mimics the ECM stiffness of normal, mid-stage, and fibrotic myocardium. Using RNA sequencing, we identified mechanosensitive genes in CFs cultured within this system. Weighted gene co-expression network analysis (WGCNA) revealed a 98-gene cluster, encompassing PCSK6, ATP8B4, THBS2, and DCN, among others, which was significantly upregulated across stiffness gradients. Single-cell RNA sequencing from myocardial infarction and pressure overload-induced cardiac fibrosis models validated the mechanosensitivity of these genes, uncovering distinct temporal expression patterns under acute versus chronic mechanical stress. Notably, the marked upregulation of this gene cluster in human dilated and hypertrophic cardiomyopathy samples underscores its clinical relevance. Functional assays confirmed the crucial roles of THBS2 and DCN in fibroblast activation. Collectively, our findings deepen the understanding of the mechanobiology underlying cardiac fibrosis and highlight potential diagnostic markers and therapeutic targets for modulating mechanical stress in this pathological condition.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.