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Novel systems biology experimental pipeline reveals matairesinol's antimetastatic potential in prostate cancer: an integrated approach of network pharmacology, bioinformatics, and experimental validation.
Rajadnya, Rama; Sharma, Nidhi; Mahajan, Akanksha; Ulhe, Amrita; Patil, Rajesh; Hegde, Mahabaleshwar; Mali, Aniket.
Affiliation
  • Rajadnya R; Cancer Biology, Interactive Research School for Health Affairs (IRSHA), Bharati Vidyapeeth (Deemed to be University), Pune-Satara Road, Dhankawadi, Pune, Maharashtra 411043, India.
  • Sharma N; Cancer Biology, Interactive Research School for Health Affairs (IRSHA), Bharati Vidyapeeth (Deemed to be University), Pune-Satara Road, Dhankawadi, Pune, Maharashtra 411043, India.
  • Mahajan A; Cancer Biology, Interactive Research School for Health Affairs (IRSHA), Bharati Vidyapeeth (Deemed to be University), Pune-Satara Road, Dhankawadi, Pune, Maharashtra 411043, India.
  • Ulhe A; Cancer Biology, Interactive Research School for Health Affairs (IRSHA), Bharati Vidyapeeth (Deemed to be University), Pune-Satara Road, Dhankawadi, Pune, Maharashtra 411043, India.
  • Patil R; Department of Pharmaceutical Chemistry, Sinhgad Technical Education Society, Sinhgad College of Pharmacy, Vadgaon (BK), Off Sinhgad Road, Pune, Maharashtra 411041, India.
  • Hegde M; Innovative Nutrition, Interactive Research School for Health Affairs (IRSHA), Bharati Vidyapeeth (Deemed to be University), Pune-Satara Road, Dhankawadi, Pune, Maharashtra 411043, India.
  • Mali A; Cancer Biology, Interactive Research School for Health Affairs (IRSHA), Bharati Vidyapeeth (Deemed to be University), Pune-Satara Road, Dhankawadi, Pune, Maharashtra 411043, India.
Brief Bioinform ; 25(5)2024 Jul 25.
Article de En | MEDLINE | ID: mdl-39297880
ABSTRACT
Matairesinol (MAT), a plant lignan renowned for its anticancer properties in hormone-sensitive cancers like breast and prostate cancers, presents a promising yet underexplored avenue in the treatment of metastatic prostate cancer (mPC). To elucidate its specific therapeutic targets and mechanisms, our study adopted an integrative approach, amalgamating network pharmacology (NP), bioinformatics, GeneMANIA-based functional association (GMFA), and experimental validation. By mining online databases, we identified 27 common targets of mPC and MAT, constructing a MAT-mPC protein-protein interaction network via STRING and pinpointing 11 hub targets such as EGFR, AKT1, ERBB2, MET, IGF1, CASP3, HSP90AA1, HIF1A, MMP2, HGF, and MMP9 with CytoHuba. Utilizing DAVID, Gene Ontology (GO) analysis highlighted metastasis-related processes such as epithelial-mesenchymal transition, positive regulation of cell migration, and key Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, including cancer, prostate cancer, PI3K-Akt, and MAPK signaling, while the web resources such as UALCAN and GEPIA2 affirmed the clinical significance of the top 11 hub targets in mPC patient survival analysis and gene expression patterns. Our innovative GMFA enrichment method further enriched network pharmacology findings. Molecular docking analyses demonstrated substantial interactions between MAT and 11 hub targets. Simulation studies confirmed the stable interactions of MAT with selected targets. Experimental validation in PC3 cells, employing quantitative real-time reverse-transcription PCR and various cell-based assays, corroborated MAT's antimetastatic effects on mPC. Thus, this exhaustive NP analysis, complemented by GMFA, molecular docking, molecular dynamics simulations, and experimental validations, underscores MAT's multifaceted role in targeting mPC through diverse therapeutic avenues. Nevertheless, comprehensive in vitro validation is imperative to solidify these findings.
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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Tumeurs de la prostate / Biologie informatique / Biologie des systèmes / Pharmacologie des réseaux Limites: Humans / Male Langue: En Journal: Brief Bioinform Sujet du journal: BIOLOGIA / INFORMATICA MEDICA Année: 2024 Type de document: Article Pays d'affiliation: Inde Pays de publication: Royaume-Uni

Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Tumeurs de la prostate / Biologie informatique / Biologie des systèmes / Pharmacologie des réseaux Limites: Humans / Male Langue: En Journal: Brief Bioinform Sujet du journal: BIOLOGIA / INFORMATICA MEDICA Année: 2024 Type de document: Article Pays d'affiliation: Inde Pays de publication: Royaume-Uni