International Journal of Molecular Sciences · 2019 · 40 citations · 27 references
MedicineMedicinal ChemistryPharmacologyDrug DiscoveryMolecular PharmacologyPathway AnalysisMolecular Interaction NetworksNetwork PharmacologyPulmonary HypertensionCluster AnalysisFunctional AnnotationMolecular Docking AnalysisNitric OxidePeroxisome Proliferator-activated Receptor Gamma AgonismPeroxisome Proliferator-activated Receptor Gamma RegulationPeroxisome Proliferator-activated ReceptorsProtein-protein Interaction Network Analysis
Numerous studies have shown that genistein has a good therapeutic effect on pulmonary hypertension (PH). However, there has been no systematic research performed yet to elucidate its exact mechanism of action in relation to PH. In this study, a systemic pharmacology approach was employed to analyze the anti-PH effect of genistein. Firstly, the preliminary predicted targets of genistein against PH were obtained through database mining, and then the correlation of these targets with PH was analyzed. After that, the protein-protein interaction network was constructed, and the functional annotation and cluster analysis were performed to obtain the core targets and key pathways involved in exerting the anti-PH effect of genistein. Finally, the mechanism was further analyzed via molecular docking of genistein with peroxisome proliferator-activated receptor γ (PPARγ). The results showed that the anti-PH effect of genistein may be closely related to PPARγ, apoptotic signaling pathway, and the nitric oxide synthesis process. This study not only provides new insights into the mechanism of genistein against PH, but also provides novel ideas for network approaches for PH-related research.
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