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基于数据挖掘探讨专利中药复方治疗原发性痛经的组方规律

Based on data mining to explorerules of composition of patent traditional Chinese medicine (TCM) compound intreatment of primary dysmenorrhea

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【作者】 李莹朱琪琦王慧陈小平

【Author】 LI Ying;ZHU Qiqi;WANG Hui;CHEN Xiaoping;Department of gynecology, the Fifth Clinical College of Guangzhou University of Chinese Medicine;Department of gynecology, Guangdong Second Traditional Chinese Medicine Hospital;

【通讯作者】 陈小平;

【机构】 广州中医药大学附属第五临床学院广东省第二中医院妇科

【摘要】 目的 基于数据挖掘研究中药复方专利治疗原发性痛经的用药及配伍规律,为临床治疗原发性痛经提供参考。方法 检索国家知识产权局专利数据库中治疗原发性痛经的中药复方专利数据,借助Excel Office 2021和Origin 2021进行描述性分析,结合IBM SPSS Modeler和R4.3.1进行Aprior关联规则和聚类分析,运用Cytoscape 3.9.1软件计算相关拓扑学属性值并构建核心复杂网络。结果 最终纳入治疗原发性痛经的中药复方专利共165项,涉及中药466味,总频次1 775味,高频药物包括当归(78次,47.27%)、延胡索(64次,38.79%)、川芎(57次,34.55%)、香附(56次,33.94%)、白芍(47次,28.48%)等;药物类别以活血止痛药(171次,9.63%)、补血药(154次,8.68%)、活血调经药(140次,7.89%)为主;聚类分析得到3类药物组合,核心药物组合为当归-川芎-香附-延胡索;经关联规则分析得到五灵脂-延胡索等二项关联规则3条,白芍-川芎-当归等三项关联规则24条,白芍-川芎-甘草-当归等四项关联规则3条。结论 中药复方专利治疗原发性痛经以养血活血、调经止痛为主,同时配伍行气、温里等个体化的辨证诊治。

【Abstract】 Objective This study aimed to investigate the medication and compatibility patterns of traditional Chinese medicine(TCM) compound patents for the treatment of primary dysmenorrhea through data mining, to provide a reference for clinical treatment. Methods Data on TCM compound patents for treatment of primary dysmenorrhea were retrieved from the patent database of the National Intellectual Property Administration. Descriptive analysis was conducted using Excel Office 2021 and Origin 2021. Apriori association rules and cluster analysis were performed using IBM SPSS Modeler and R 4.3.1. Cytoscape 3.9.1 software was used to calculate related topological attribute values and construct core complex networks. Results A total of 165 TCM compound patents for treatment of primary dysmenorrhea were included, involving 466 TCM ingredients with a total frequency of 1 775 occurrences. The high-frequency herbs included Danggui(78 times, 47.27%), Yanhusuo(64 times, 38.79%), Chuanxiong(57 times, 34.55%), Xiangfu(56 times, 33.94%) and Baishao(47 times, 28.48%). The main categories of herbs were blood-activating and pain-relieving drugs(171 times, 9.63%), blood-tonifying drugs(154 times, 8.68%), and blood-activating and menstrual-regulating drugs(140 times, 7.89%). Cluster analysis revealed 3 major drug combinations, with the core drug combination being Danggui, Chuanxiong, Xiangfu and Yanhusuo. Through association rule analysis, 3 association rules were obtained for 2 drugs including Wulingzhi and Yanhusuo; 24 association rules were obtained for 3 drugs including Baishao, Chuanxiong and Danggui; and 3 association rules were obtained for 4 drugs including Baishao, Chuanxiong, Gancao and Danggui. Conclusion This study reveals the main characteristics of TCM compound patents for the treatment of primary dysmenorrhea, which focus primarily on blood nourishing and activating, menstrual regulation and pain relief, combined with individualized dialectical treatment strategies such as promoting qi movement and warming the interior. It provides valuable reference and insight for the clinical treatment of primary dysmenorrhea.

【基金】 广东省中医药局科研项目(20241024)
  • 【文献出处】 新疆医科大学学报 ,Journal of Xinjiang Medical University , 编辑部邮箱 ,2024年11期
  • 【分类号】R271.113
  • 【下载频次】45
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