国家专利的中药复方治疗原发性骨质疏松症用药规律研究
Study on medication regularities of traditional Chinese medicine compound in the treatment of primary osteoporosis based on national patent
  
DOI:10.3969/j.issn.1006-7108.2021.09.019
中文关键词:  原发性骨质疏松症  中药复方专利  配伍规律  数据挖掘  中医药
英文关键词:primary osteoporosis  traditional Chinese medicine compound patent  regularity of compatibility  data mining  traditional Chinese medicine
基金项目:河南省首批中医药青苗人才培养项目[豫中医科教(2018)16号]
作者单位
靳鸽1 冯志海2* 李先行2 王晓静1 冯文帅1 史素琴2 邓小鸽1 1.河南中医药大学河南 郑州 450003 2.河南中医药大学第一附属医院河南 郑州 450003 
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中文摘要:
      目的 基于数据挖掘分析中药复方专利治疗原发性骨质疏松症用药规律。方法 通过检索国家知识产权局专利库获取近10年来治疗原发性骨质疏松症的中药复方专利,使用Microsoft Excel 2016建立组方数据库,借助Python-World Cloud、IBM SPSS Modeler 18.0及IBM SPSS Statistics 23软件对符合条件的数据进行词云可视化分析、关联规则分析、聚类分析和数据挖掘。结果 通过筛选共纳入中药复方专利数据246条,涉及中药290味;单味中药杜仲(108 次,43.1 %)、淫羊藿(102次,41.46 %)、熟地黄(98次,39.84 %)为出现频率最高的前三味药物;高频药物(频次≥30)主要归属肝、肾、脾经,药性以温、平为主,药味以甘、苦为主,中药类别以补虚药、活血化瘀药比例最高,关联规则分析得到药组7个,聚类分析分为8类。结论 中药复方专利治疗原发性骨质疏松症有规律可循,且始终以“补益肝肾,以夯其基;调补阴阳,以正其纲;谨守病机,扶正祛邪”为宗旨,符合中医药治疗原发性骨质疏松症的理论基础。
英文摘要:
      Objective To analyze the medication regularities of traditional Chinese medicine compound patent for the treatment of primary osteoporosis based on data mining. Methods By searching the patent database of China National Intellectual Property Administration, the patent data of traditional Chinese medicine compound patent in the treatment of primary osteoporosis in the past 10 years were obtained. The prescription database was established with a Microsoft Excel 2016 software. Python-WorldCloud, IBM SPSS Modeler 18.0, and IBM SPSS Statistics 23 software were used for statistical analysis of data by using word cloud visualization analysis, association rule analysis, and cluster analysis. Results With conditional screening, a total of 246 prescription patent data were included, involving 290 herbs. Single Chinese medicine Cortex Eucommiae (108 times, 43.1%), Herba Epimedii (102 times, 41.46%), and Radix Rehmanniae Preparata (98 times, 39.84%) were the top three medicines with the highest frequency. High frequency medicines (frequency≥30) were mainly belong to liver, kidney, and spleen channel tropism. Their properties were mainly warm and plain, and the tastes were mainly sweet and bitter. The proportion of high frequency medicines mainly were tonifying deficiency and promoting blood circulation to remove blood stasis medicines. The association rule analysis obtained 7 medicine groups. The cluster analysis obtained 8 clusters. Conclusion The treatment of primary osteoporosis with traditional Chinese medicine compound has an obvious rule. It always follows the principle of tonifying the liver and kidney to consolidate its foundation, regulating yin and yang to obtain relative equilibrium of yin and yang, guarding the pathogenesis, strengthening the vital qi and eliminating pathogenic qi. It accords with the theoretical basis of treating primary osteoporosis with traditional Chinese medicine.
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