ArticlePhysiological reports2022
Potential biomarkers and therapeutic targets of idiopathic pulmonary arterial hypertension.
Article in Physiological reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 14 citations in OpenAlex.
- Integrated Metabolic and Immune Molecular Subtyping and a Molecular Classification Score for Revealing Disease Heterogeneity in Pulmonary Arterial Hypertension.Metabolites · 2026Article
- Peripheral Blood miRNA Expression in Patients with Essential Hypertension in the Han Chinese Population in Hefei, China.Biochemical genetics · 2025Article
- Machine learning-based integration develops an immune-derived signature for diagnosing high-altitude pulmonary hypertension.Frontiers in medicine · 2025Article
- Genetic Ablation of Pyruvate Dehydrogenase Kinase Isoform 4 Gene Enhances Recovery from Hyperoxic Lung Injury: Insights into Antioxidant and Inflammatory Mechanisms.Biomedicines · 2024Article
- Characteristic disease defects in circulating endothelial cells isolated from patients with pulmonary arterial hypertension.PloS one · 2024Article
- Transpulmonary Expression of Exosomal microRNAs in Idiopathic and Congenital Heart Disease-Related Pulmonary Arterial Hypertension.Journal of the American Heart Association · 2023Article
- Identification of immune-related hub genes and analysis of infiltrated immune cells of idiopathic pulmonary artery hypertension.Frontiers in cardiovascular medicine · 2023Article
- Analysis of serum exosome microRNAs in the rat model of chronic obstructive pulmonary disease.American journal of translational research · 2023Article
- Potential biomarkers and therapeutic targets of idiopathic pulmonary arterial hypertension.Physiological reports · 2022Article
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Authors and funding
7 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPeripheral blood mononuclear cells (PBMCs) play an important role in the pathogenesis of pulmonary arterial hypertension (PAH). However, the specific roles of PBMCs in the development and progression of idiopathic PAH (IPAH) have not been fully understood.
methodsHere, differentially expressed genes (DEGs) of PBMCs or lung tissues between IPAH patients and healthy controls were identified via bioinformatics analysis of Gene Expression Omnibus (GEO) datasets GSE33463 and GSE48149, respectively. Subsequently, extensive target prediction and network analysis were performed to assess protein-protein interaction (PPI) networks, Gene Ontology (GO) terms, and pathway enrichment for DEGs. Co-expressed DEGs between PBMCs and lung tissues coupled with corresponding predicted miRNAs involved in PAH were also assessed. We identified 251 DEGs in PBMCs and 151 DEGs in lung tissue samples from IPAH. PDK4, RBPMS2, and PDE5A expression were altered in both PBMCs and lung tissues from IPAH patients compared to healthy control.
resultsCXCL8, JUN, TLR8, IL1B, and TLR7 could be implicated as the hub genes in PBMCs, whereas ENO1, STAT1, CXCL10, GPI, and IRF1 in lung tissues. Finally, co-expressed DEGs of PDK4, RBPMS2, and PDE5A coupled with corresponding predicted miRNAs, especially miR-103a-3p, miR-185-5p, and miR-515-5p, are significantly associated with IPAH.
conclusionOur findings collectively suggest that the expression levels of PDK4, RBPMS2, and PDE5A in PBMCs are associated with the expression of these genes in lung tissues. Thus, these molecules may serve as potential circulating biomarkers and/or possible therapeutic targets for IPAH.
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