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An Insight Into the Molecular Mechanism of Berberine Towards Multiple Cancer Types Through Systems Pharmacology
- Source :
- Frontiers in Pharmacology, Frontiers in Pharmacology, Vol 10 (2019)
- Publication Year :
- 2019
- Publisher :
- Frontiers Media SA, 2019.
-
Abstract
- Over the past several decades, natural products with poly-pharmacological profiles have demonstrated promise as novel therapeutics for various complex diseases, including cancer. Berberine (PubChem CID: 2353), a soliloquies quaternary alkaloid, has been validated to exert powerful effects in many cancers. However, the underlying molecular mechanism is not yet fully elucidated. In this study, we summarized the molecular effects of berberine against multiple cancers based on current available literatures. Furthermore, a systems pharmacology infrastructure was developed to discover new cancer indications of berberine and explore their molecular mechanisms. Specifically, we incorporated 289 high-quality protein targets of berberine by integrating experimental drug–target interactions (DTIs) extracted from literatures and computationally predicted DTIs inferred by network-based inference approach. Statistical network models were developed for identification of new cancer indications of berberine through integration of DTIs and curated cancer significantly mutated genes (SMGs). High accuracy was yielded for our statistical models. We further discussed three typical cancer indications (hepatocarcinoma, lung adenocarcinoma, and bladder carcinoma) of berberine with new mechanisms of actions (MOAs) based on our systems pharmacology framework. In summary, this study systematically provides a powerful strategy to identify potential anti-cancer effects of berberine with novel mechanisms from a systems pharmacology perspective.
- Subjects :
- 0301 basic medicine
Computational biology
Biology
03 medical and health sciences
chemistry.chemical_compound
0302 clinical medicine
Berberine
berberine
medicine
cancer
drug–target interactions
Pharmacology (medical)
Original Research
Pharmacology
Multiple cancer
significantly mutated genes
lcsh:RM1-950
Cancer
medicine.disease
lcsh:Therapeutics. Pharmacology
030104 developmental biology
chemistry
030220 oncology & carcinogenesis
Molecular mechanism
systems pharmacology
PubChem
Systems pharmacology
Subjects
Details
- ISSN :
- 16639812
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Frontiers in Pharmacology
- Accession number :
- edsair.doi.dedup.....d84b08bdad651c7b189aad5789e5da4d