A metabolic data-driven systems pharmacology strategy for decoding and validating the mechanism of Compound Kushen Injection against HCC. (28th June 2021)
- Record Type:
- Journal Article
- Title:
- A metabolic data-driven systems pharmacology strategy for decoding and validating the mechanism of Compound Kushen Injection against HCC. (28th June 2021)
- Main Title:
- A metabolic data-driven systems pharmacology strategy for decoding and validating the mechanism of Compound Kushen Injection against HCC
- Authors:
- Wang, Ke-xin
Chen, Yu-peng
Lu, Ai-ping
Du, Guan-hua
Qin, Xue-mei
Guan, Dao-gang
Gao, Li - Abstract:
- Abstract: Ethnopharmacological relevance: Compound Kushen Injection (CKI) is a widely used TCM formula for treatment of carcinomatous pain and tumors of digestive system including hepatocellular carcinoma (HCC). However, the potential mechanisms of CKI for treatment of HCC have not been systematically and deeply studied. Aim of study: A metabolic data-driven systems pharmacology approach was utilized to investigate the potential mechanisms of CKI for treatment of HCC. Materials and methods: Based on phenotypic data generated by metabolomics and genotypic data of drug targets, a propagation model based on Dijkstra program was proposed to decode the effective network of key genotype-phenotype of CKI in treating HCC. The pivotal pathway was predicted by target propagation mode of our proposed model, and was validated in SMMC-7721 cells and diethylnitrosamine-induced rats. Results: Metabolomics results indicated that 12 differential metabolites, and 5 metabolic pathways might be involved in the anti-HCC effect of CKI. A total of 86 metabolic related genes that affected by CKI were obtained. The results calculated by propagation model showed that 6475 shortest distance chains might be involved in the anti-HCC effect of CKI. According to the results of propagation mode, EGFR was identified as the core target of CKI for the anti-HCC effect. Finally, EGFR and its related pathway EGFR-STAT3 signaling pathway were validated in vivo and in vitro . Conclusion: The proposed methodAbstract: Ethnopharmacological relevance: Compound Kushen Injection (CKI) is a widely used TCM formula for treatment of carcinomatous pain and tumors of digestive system including hepatocellular carcinoma (HCC). However, the potential mechanisms of CKI for treatment of HCC have not been systematically and deeply studied. Aim of study: A metabolic data-driven systems pharmacology approach was utilized to investigate the potential mechanisms of CKI for treatment of HCC. Materials and methods: Based on phenotypic data generated by metabolomics and genotypic data of drug targets, a propagation model based on Dijkstra program was proposed to decode the effective network of key genotype-phenotype of CKI in treating HCC. The pivotal pathway was predicted by target propagation mode of our proposed model, and was validated in SMMC-7721 cells and diethylnitrosamine-induced rats. Results: Metabolomics results indicated that 12 differential metabolites, and 5 metabolic pathways might be involved in the anti-HCC effect of CKI. A total of 86 metabolic related genes that affected by CKI were obtained. The results calculated by propagation model showed that 6475 shortest distance chains might be involved in the anti-HCC effect of CKI. According to the results of propagation mode, EGFR was identified as the core target of CKI for the anti-HCC effect. Finally, EGFR and its related pathway EGFR-STAT3 signaling pathway were validated in vivo and in vitro . Conclusion: The proposed method provides a methodological reference for explaining the underlying mechanism of TCM in treating HCC. Graphical abstract: Image 1 … (more)
- Is Part Of:
- Journal of ethnopharmacology. Volume 274(2021)
- Journal:
- Journal of ethnopharmacology
- Issue:
- Volume 274(2021)
- Issue Display:
- Volume 274, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 274
- Issue:
- 2021
- Issue Sort Value:
- 2021-0274-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-06-28
- Subjects:
- Compound Kushen Injection (CKI) -- Systems pharmacology model -- Metabolomics -- Dijkstra model -- EGFR-STAT3
Ethnopharmacology -- Periodicals
Pharmacognosy -- Periodicals
Herbs -- Periodicals
Herbs -- Periodicals
Pharmacognosy -- Periodicals
Pharmacognosie -- Périodiques
Herbes -- Périodiques
615.1 - Journal URLs:
- http://www.sciencedirect.com/science/journal/03788741 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.jep.2021.114043 ↗
- Languages:
- English
- ISSNs:
- 0378-8741
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4979.602400
British Library DSC - BLDSS-3PM
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- 16774.xml