ArticleCirculation. Genomic and precision medicine2025
Lung Single-Cell Transcriptomics Reveal Diverging Pathobiology and Opportunities for Precision Targeting in Scleroderma-Associated Versus Idiopathic Pulmonary Arterial Hypertension.
Article in Circulation. Genomic and precision medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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4 citing papers in PubMed.
- Mechanosensitive Stanniocalcin-1 Suppresses Smooth Muscle Cell Proliferation and Attenuates Experimental Pulmonary Hypertension.Circulation research · 2026Article
- Hypoxia Induces Adaptive Lymphangiogenesis via Cd74 and Vegfr3 to Modulate Pulmonary Hypertension.Circulation research · 2026Article
- Dendritic cell heterogeneity and its role in connective tissue diseases.Inflammation and regeneration · 2025Review
- Macrophages: key conductors behind perivascular inflammation and vascular remodeling in hypoxia-induced pulmonary hypertension.The Journal of clinical investigation · 2025Article
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Abstract
backgroundPulmonary arterial hypertension (PAH) involves progressive cellular and molecular change within the pulmonary vasculature, leading to increased vascular resistance. Current therapies targeting nitric oxide, endothelin, and prostacyclin pathways yield variable treatment responses. Patients with systemic sclerosis-associated PAH (SSc-PAH) often experience worse outcomes than those with idiopathic PAH (IPAH). We hypothesized that distinct and overlapping gene expression patterns in SSc-PAH versus IPAH lung tissues could inform the investigation of precision-targeted therapies.
methodsLung tissue samples from 4 SSc-PAH, 4 IPAH, and 4 failed donor specimens were obtained from the Pulmonary Hypertension Breakthrough Initiative lung tissue bank. Single-cell RNA sequencing was performed using the 10X Genomics Chromium Flex platform. Data normalization, clustering, and differential expression analysis were conducted using Seurat. Additional analyses included gene set enrichment analysis, transcription factor activity analysis, and ligand-receptor signaling. Pharmacotranscriptomic screening was performed using the Connectivity Map.
resultsSSc-PAH samples showed a higher proportion of fibroblasts compared with failed donors and a higher proportion of dendritic cells/macrophages compared with IPAH. Gene set enrichment analysis revealed enriched pathways related to epithelial-to-mesenchymal transition, apoptosis, and vascular remodeling in SSc-PAH samples. There was pronounced differential gene expression across diverse pulmonary vascular cell types and in various epithelial cell types in both IPAH and SSc-PAH, with epithelial-to-endothelial cell signaling observed. Macrophage-to-endothelial cell signaling was particularly pronounced in SSc-PAH. Pharmacotranscriptomic screening identified TIE2, GSK-3, and PKC inhibitors, among other compounds, as potential drug candidates for reversing SSc-PAH gene expression signatures.
conclusionsOverlapping and distinct gene expression patterns exist in SSc-PAH versus IPAH, with significant molecular differences suggesting unique pathogenic mechanisms in SSc-PAH. These findings highlight the potential for precision-targeted therapies to improve outcomes in patient with SSc-PAH. Future studies should validate these targets and explore their therapeutic efficacy.
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