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Updated: Jun 25, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Exploring the pathways of drug repurposing and Panax ginseng treatment mechanisms in chronic heart failure: a disease
Chengzhi Xie1, Ying Zhang1, Baochen Zhu2
1Institute of Basic Medical Sciences, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, 100091, China.
Chronic Heart Failure (CHF) is a major health concern. Disease module analysis identified potential drugs like dasatinib and revealed Panax ginseng
Area of Science:
- Systems biology
- Pharmacology
- Computational biology
Background:
- Chronic Heart Failure (CHF) presents a significant global health challenge with high mortality and economic burden.
- Disease modules offer a network-based approach to understanding complex diseases like CHF.
Purpose of the Study:
- To identify potential drug repurposing candidates for CHF using disease module analysis.
- To elucidate the mechanism of action of Panax ginseng in ameliorating CHF.
Main Methods:
- Multi-Steiner tree algorithm and NeDRex platform for CHF disease module extraction.
- Trustrank algorithm for drug repurposing.
- TCMSP, Swiss target prediction, STRING, DAVID, Autodock Vina, PLIP, and PyMOL for mechanistic studies of Panax ginseng.
Main Results:
- Identified dasatinib and mitoxantrone as promising drug repurposing candidates for CHF.
- Key Panax ginseng components (ginsenoside rh4, ginsenoside rg5) may target AKT1, TNF, NFKB1, influencing PI3K-Akt and calcium signaling pathways.
Conclusions:
- Disease module analysis is effective for drug repurposing and understanding traditional medicine mechanisms in CHF.
- Dasatinib and midostaurin show potential for CHF treatment; Panax ginseng may mitigate CHF progression via a multi-target approach.
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