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.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Network pharmacology-based strategy to investigate pharmacological mechanism of Liuwei Dihuang Pill against postmenopausal osteoporosis
    Wang, Qingchan
    Huang, Ping
    Xia, Chenjie
    Fu, Danqing
    MEDICINE, 2022, 101 (47) : E31387
  • [32] Potential Mechanism of Colchicine against COVID-19 and Non-Small Cell Lung Cancer based on Network Pharmacology and Bioinformatics Analysis
    Liu, Zhiyao
    Huang, Hailiang
    Yu, Ying
    Jia, Yuqi
    Li, Lingling
    Shi, Xin
    Wang, Fangqi
    INDIAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2022, 84 : 199 - 216
  • [33] Unveiling the therapeutic potential of airpotato yam rhizome against colorectal cancer: a network pharmacology approach
    Xie, Yiwen
    Xu, Sumei
    Chen, Zhiyun
    Song, Caiping
    Yan, Wenxi
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [34] Integrated bioinformatics analysis and network pharmacology to explore the potential mechanism of Patrinia heterophylla Bunge against acute promyelocytic leukemia
    Feng, Liya
    Zhu, Sha
    Ma, Jian
    Hong, Yali
    Wan, Meixia
    Qiu, Qian
    Li, Hongjing
    Li, Juan
    MEDICINE, 2023, 102 (40) : E35151
  • [35] Network pharmacology, molecular docking and bioinformatics reveal the mechanism of Tripterygii Wilfordii against Osteosarcoma
    Zhang, Yafang
    Wei, Junqiang
    Kong, Lingwei
    Song, Mingze
    Zhang, Yange
    Xiao, Xiangyu
    Cao, Haiying
    Jin, Yu
    MEDICINE, 2022, 101 (52)
  • [36] Study on the mechanism of puerarin against osteoarthritis from ferroptosis based on network pharmacology and bioinformatics
    Deng, Wenxiang
    Zhang, Wenan
    He, Qinghu
    NAUNYN-SCHMIEDEBERGS ARCHIVES OF PHARMACOLOGY, 2024, 397 (02) : 959 - 968
  • [37] Study on the mechanism of puerarin against osteoarthritis from ferroptosis based on network pharmacology and bioinformatics
    Wenxiang Deng
    Wenan Zhang
    Qinghu He
    Naunyn-Schmiedeberg's Archives of Pharmacology, 2024, 397 : 959 - 968
  • [38] The mechanism of dehydroandrographolide inhibiting metastasis in gastric cancer based on network pharmacology and bioinformatics
    Luo, Yan-hai
    Yuan, Ling
    Lu, Dou-dou
    Yang, Ya-ting
    Yang, Yi
    Du, Yu-hua
    Zhang, Jun-fei
    Chen, Yan
    Zhang, Lei
    Nan, Yi
    MEDICINE, 2023, 102 (34) : E34722
  • [39] Bioinformatics and Network Pharmacology Identify the Therapeutic Role and Potential Mechanism of Melatonin in AD and Rosacea
    Zhang, Huaxiong
    Zhang, Yiya
    Li, Yangfan
    Wang, Yaling
    Yan, Sha
    Xu, San
    Deng, Zhili
    Yang, Xinling
    Xie, Hongfu
    Li, Ji
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [40] Mechanism of Tetrandrine Against Endometrial Cancer Based on Network Pharmacology
    Shang, Wenqian
    Zhang, Jing
    Song, Haibo
    Zhu, Shunfei
    Zhang, Aimin
    Hua, Yushuang
    Han, Shujun
    Fu, Yan
    DRUG DESIGN DEVELOPMENT AND THERAPY, 2021, 15 : 2907 - 2919