Potential Mechanism of Tibetan Medicine Liuwei Muxiang Pills against Colorectal Cancer: Network Pharmacology and Bioinformatics Analyses

被引:1
|
作者
Qi, Shaochong [1 ,2 ]
Liang, Xinyu [3 ]
Wang, Zijing [1 ,2 ]
Jin, Haoran [1 ,2 ]
Zou, Liqun [3 ]
Yang, Jinlin [1 ,2 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Gastroenterol & Hepatol, Chengdu 610041, Peoples R China
[2] Sichuan Univ, Oxford Univ Huaxi Joint Ctr Gastrointestinal Canc, Frontiers Sci Ctr Dis Related Mol Network, West China Hosp, Chengdu 610041, Peoples R China
[3] Sichuan Univ, West China Hosp, Dept Med Oncol, Chengdu 610041, Peoples R China
基金
中国国家自然科学基金;
关键词
colorectal cancer; Liuwei Muxiang pills; network pharmacology; bioinformatics; traditional Tibetan medicine; DOUBLE-BLIND; PREDICTION; EXPRESSION;
D O I
10.3390/ph17040429
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
This study aimed to explore the mechanism through which Tibetan medicine Liuwei Muxiang (LWMX) pills acts against colorectal cancer (CRC). We firstly retrieved the active ingredients and the correlated targets of LWMX pills from public databases. The CRC-related targets were determined through bioinformatic analysis of a public CRC dataset. By computing the intersection of the drug-specific and disease-related targets, LWMX pill-CRC interaction networks were constructed using the protein-protein interaction (PPI) method and functional enrichment analysis. Subsequently, we determined the hub genes using machine learning tools and further verified their critical roles in CRC treatment via immune infiltration analysis and molecular docking studies. We identified 81 active ingredients in LWMX pills with 614 correlated targets, 1877 differentially expressed genes, and 9534 coexpression module genes related to CRC. A total of 5 target hub genes were identified among the 108 intersecting genes using machine learning algorithms. The immune infiltration analysis results suggested that LWMX pills could affect the CRC immune infiltration microenvironment by regulating the expression of the target hub genes. Finally, the molecular docking outcomes revealed stable binding affinity between all target hub proteins and the primary active ingredients of LWMX pills. Our findings illustrate the anti-CRC potential and the mechanism of action of LWMX pills and provide novel insights into multitarget medication for CRC treatment.
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收藏
页数:17
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