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Integrated bioinformatic analysis reveals the underlying molecular mechanism of and potential drugs for pulmonary arterial hypertension
- Source :
- Aging (Albany NY)
- Publication Year :
- 2021
- Publisher :
- Impact Journals, LLC, 2021.
-
Abstract
- Pulmonary arterial hypertension (PAH) is a devastating cardiovascular disease without a clear mechanism or drugs for treatment. Therefore, it is crucial to reveal the underlying molecular mechanism and identify potential drugs for PAH. In this study, we first integrated three human lung tissue datasets (GSE113439, GSE53408, GSE117261) from GEO. A total of 151 differentially expressed genes (DEGs) were screened, followed by KEGG and GO enrichment analyses and PPI network construction. Five hub genes (CSF3R, NT5E, ANGPT2, FGF7, and CXCL9) were identified by Cytoscape (Cytohubba). GSEA and GSVA were performed for each hub gene to uncover the potential mechanism. Moreover, to repurpose known and therapeutic drugs, the CMap database was retrieved, and nine candidate compounds (lypressin, ruxolitinib, triclabendazole, L-BSO, tiaprofenic acid, AT-9283, QL-X-138, huperzine-a, and L-741742) with a high level of confidence were obtained. Then ruxolitinib was selected to perform molecular docking simulations with ANGPT2, FGF7, NT5E, CSF3R, JAK1, JAK2, JAK3, TYK2. A certain concentration of ruxolitinib could inhibit the proliferation and migration of rat pulmonary artery smooth muscle cells (rPASMCs) in vitro. Together, these analyses principally identified CSF3R, NT5E, ANGPT2, FGF7 and CXCL9 as candidate biomarkers of PAH, and ruxolitinib might exert promising therapeutic action for PAH.
- Subjects :
- Aging
Ruxolitinib
Myocytes, Smooth Muscle
Computational biology
Pulmonary Artery
NT5E
Cell Movement
Nitriles
medicine
potential drugs
Animals
Humans
Gene Regulatory Networks
Protein Interaction Maps
KEGG
Gene
Cell Proliferation
Principal Component Analysis
Pulmonary Arterial Hypertension
Mechanism (biology)
business.industry
Gene Expression Profiling
DEGs
Computational Biology
PAH
molecular docking
bioinformatics
Cell Biology
Cell Hypoxia
Rats
Molecular Docking Simulation
Gene Ontology
Pyrimidines
Tyrosine kinase 2
Pyrazoles
CXCL9
hub gene
business
Tiaprofenic acid
Research Paper
Signal Transduction
medicine.drug
Subjects
Details
- ISSN :
- 19454589
- Volume :
- 13
- Database :
- OpenAIRE
- Journal :
- Aging
- Accession number :
- edsair.doi.dedup.....99688622a569cb81f8a5ea77a4d39e39
- Full Text :
- https://doi.org/10.18632/aging.203040