基于网络药理学和数据挖掘的中药抗衰老用药规律研究

Bo Li, Wei-feng Meng, Mengnan Liu, Feilong Wang, Huairong Luo, Li Wang, Li Dong
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摘要

背景与目的:老龄化及其相关疾病已成为全球关注的问题。中医在未来可能有很大的发展空间。然而,它还没有完全形成一个体系。因此,本研究旨在探索基于网络药理学和数据挖掘的中药抗衰老的物质基础和规律。方法:利用HAGR和Aging Atlas数据库检索潜在靶点,然后利用TCMSP数据库检索化合物和中草药。在此基础上,利用Cytoscape 3.7.2构建目标-化合物网络、化合物-中草药网络和目标-化合物-草药网络并进行可视化。这些网络被用来识别潜在的靶点、化合物和草药。最后,通过对中草药性质、风味和经络性的分析,总结了中草药的规律。结果:共获得25个潜在靶点,210个候选小化合物和135种中草药。PTGS2、AR、ESR1、GSK3B和CCNA2为前5位,薯蓣皂苷元、刺芒柄花素、丹参酮IIA、phaseolin和phaseollidin为前5位。此外,还确定了葫芦巴、天冬、丹参、苦参、山根草5种核心药材。此外,根据频率统计,干扰衰老的中草药以苦、酸、甜为主,寒、温兼有,属肝经和肺经。结论:利用网络药理学方法探索中药抗衰老的潜在机制,总结中药抗衰老的一般规律。中医药在治疗衰老方面具有巨大的潜力,本研究为中西医结合治疗衰老的临床应用提供了新的途径和思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study of TCM Medication Rules against Aging based on Network Pharmacology and Data Mining
Background and Objective: Aging and age-related diseases have become a global concern. There may be a lot of room for the development of TRADITIONAL CHINESE MEDICINE (TCM) in the future. However, it has yet to fully form a system. Therefore, this study aims to explore the material basis and rules of TCM anti-aging based on network pharmacology and data mining. Methods: In this study, potential targets were searched using the HAGR and Aging Atlas databases, followed by compounds and traditional Chinese herbs from the TCMSP database. On this basis, the target-compound network, compound-Chinese herb network and target-compound-herb network were constructed and visualized using Cytoscape 3.7.2. These networks were used to identify potential targets, compounds and herbs. Finally, the rules of Chinese herbs were summarized by the analysis of properties, flavors, and meridian tropism. Results: A total of 25 potential targets, 210 candidate small compounds and 135 kinds of herbs were obtained. The top five targets included PTGS2, AR, ESR1, GSK3B and CCNA2, and diosgenin, formononetin, tanshinone IIA, phaseolin and phaseollidin were identified as the top 5 compounds. In addition, five core herbs (Huluba, Tiandong, Danshen, Kushen and Shandougen) were confirmed. Moreover, according to the frequency statistics, the Chinese herbs that interfere with aging were mainly bitter, acrid, and sweet, had both cold and warm properties, and belonged to the liver and lung meridians. Conclusion: We explored the potential mechanisms of TCM anti-aging by using network pharmacology and summarized the general rules of traditional Chinese herbs medicine. TCM has great potential in the treatment of aging, and this study provides a new approach and idea for the clinical application of integrated Chinese and Western medicine in the treatment of aging.
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