Data Mining and Systematic Pharmacology to Reveal the Mechanisms of Traditional Chinese Medicine in Recurrent Respiratory Tract Infections' Treatment

被引:6
|
作者
Luo, Changyong [1 ]
Yu, He [1 ]
Yang, Tao [2 ]
Bai, Chen [1 ]
He, Bing [2 ]
Yan, Yurou [2 ]
Liu, Tiegang [1 ]
Wang, Junhong [2 ]
Gu, Xiaohong [1 ]
机构
[1] Beijing Univ Chinese Med, Beijing, Peoples R China
[2] Beijing Univ Chinese Med, Dongzhimen Hosp, Beijing, Peoples R China
基金
国家重点研发计划;
关键词
HERBAL FORMULAS; NETWORK; COLD; CHILDREN; CELLS; HOT;
D O I
10.1155/2020/8979713
中图分类号
R [医药、卫生];
学科分类号
10 ;
摘要
Traditional Chinese medicine (TCM) was widely used in the treatment of recurrent respiratory tract infections (RRTIs) in East Asia, but its mechanism was not clear because of its complex prescription rules. This research prospectively collected 100 prescriptions of RRTI children treated with TCM. The characteristics of TCM in prescriptions were described and analyzed, and the rules of prescriptions were analyzed by hierarchical clustering and association rules. The results showed that the principle of RRTI was to pay equal attention to cold and mild, and six new meaningful prescriptions were obtained. Among them, the new prescription composed of Astragali Radix (Huangqi), Atractylodis Macrocephalae Rhizoma (Baizhu), Saposhnikoviae Radix (Fangfeng), Angelicae Sinensis Radix (Danggui), and Paeoniae Radix Rubra (Chishao) was an important method to treat RRTI. In order to explore the mechanism of the new prescription, the research obtained the action target of each herb of the core prescription on Integrative Pharmacology-based Research Platform of Traditional Chinese Medicine, TCMIP v2.0. The target genes were enriched by Metascape, and 93 Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were obtained. According to the classification and statistics of KEGG type, it was found that the new prescription mainly intervened in the metabolic pathway dominated by amino acid metabolism. In addition, there were also many interventions in the nervous system-, endocrine system-, and digestive system-related pathways. This study summarized the prescription rule of TCM in the treatment of RRTI, analyzed the mechanism of supplementing deficiency, and provided a new idea for the treatment of RRTI.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Chinese herbal medicine for acute upper respiratory tract infections and reproductive safety: A systematic review
    Huang, Zengshu
    Pan, Xinyao
    Zhou, Jing
    Leng, Wing Ting
    Li, Chuyu
    Wang, Ling
    BIOSCIENCE TRENDS, 2019, 13 (02) : 117 - 129
  • [22] Integrating data mining and network pharmacology for traditional Chinese medicine for drug discovery of diabetic peripheral neuropathy
    Ping, Jing
    Hao, Hong-Zheng
    Wu, Zhen-Qi
    Yang, Yong-Ju
    Yu, He-Shan
    SLAS TECHNOLOGY, 2024, 29 (06):
  • [23] Study on Medication Rules of Traditional Chinese Medicine in Treating Constipation through Data Mining and Network Pharmacology
    Xu, Shu-Min
    Bai, Li-Peng
    Lu, Jin-Gen
    Dong, Qing-Jun
    Cao, Bo
    BIOMED RESEARCH INTERNATIONAL, 2022, 2022
  • [24] Traditional Chinese medicine as a therapeutic option for cardiac fibrosis: Pharmacology and mechanisms
    Li, Xiao
    Li, Lin
    Lei, Wei
    Chua, Hui Zi
    Li, Zining
    Huang, Xianglong
    Wang, Qilong
    Li, Nan
    Zhang, Han
    BIOMEDICINE & PHARMACOTHERAPY, 2021, 142
  • [25] Basic Treatment Principles for Urinary Tract Infections with Chinese Herbal Medicine: An Application of Text Mining
    Cai, Yangping
    Wang, Guanglei
    Yu, Xiuchen
    Zheng, Guang
    Cai, Feng
    Lu, Aiping
    Jiang, Miao
    Huang, Yunyu
    2012 7TH INTERNATIONAL CONFERENCE ON COMPUTING AND CONVERGENCE TECHNOLOGY (ICCCT2012), 2012, : 1390 - 1394
  • [26] To Explore the Rule and Mechanism of Traditional Chinese Medicine in the Treatment of Postmenopausal Osteoporosis Based on Data Mining, Network Pharmacology and Molecular Docking Technology
    Zeng, Hao
    Huang, Keqi
    Chai, Yuan
    Liu, Hua
    Li, Yongjin
    Li, Zhengpeng
    Zhang, Xiaoyun
    NATURAL PRODUCT COMMUNICATIONS, 2024, 19 (09)
  • [27] Research and application of data mining in Individual Diagnosis and Treatment based on Chinese Traditional Medicine
    He, Xiaoxing
    Huang, Weitong
    Lu, Mingyu
    Xue, Weimin
    Lu, Yuchang
    2006 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, 2006, : 417 - +
  • [28] Analysis of Characteristics of Traditional Chinese Medicine External Treatment for Dyspepsia Based on Data Mining
    Ma, Linna
    Xu, Erping
    Bai, Ming
    Miao, Mingsan
    2ND INTERNATIONAL CONFERENCE ON FRONTIERS OF BIOLOGICAL SCIENCES AND ENGINEERING (FSBE 2019), 2020, 2208
  • [29] Research on Optimal Traditional Chinese Medicine Treatment of Knee Ostarthritis with Data Mining Algorithms
    Guo, Da
    Li, Jian
    Zhang, Gang
    Lu, Weixiang
    Xu, Shaojian
    Liu, Jun
    2012 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW), 2012,
  • [30] Medication Regularity of Traditional Chinese Medicine in the Treatment of Aplastic Anemia Based on Data Mining
    Dong, Nanxi
    Zhang, Xujie
    Wu, Dijiong
    Hu, Zhiping
    Liu, Wenbin
    Deng, Shu
    Ye, Baodong
    EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2022, 2022