基于数据挖掘探讨中药治疗支气管哮喘伴焦虑抑郁用药规律
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R562.2+5;R259

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国家自然科学基金面上项目(82074390);首都卫生发展科研专项(2020-4-7052)


Exploration of Medication Rules of Chinese Medicinals for Bronchial Asthma Complicated with Anxiety and Depression Based on Data Mining
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    摘要:

    目的:基于数据挖掘探讨中药治疗支气管哮喘伴焦虑抑郁的用药规律。方法:检索中国知网、万 方、维普、中国生物医学文献数据库自建库至2022年12月18日,依据纳入与排除标准筛选文献并提取信息, 运用Microsoft Excel 建立中药用药数据库,Pheatmap 包绘制药物功效、性味、归经的热图,并运用SPSS Moleler 18.0软件的Apriori算法对用药规律进行关联规则分析,SPSS22.0统计学软件进行系统聚类分析。结果: 本数据挖掘最终纳入文献27篇,涉及处方27首,中药78味。其中柴胡、炙甘草、白芍、半夏、茯苓排前5味, 主要归肺、肝、脾、胃经;药性以辛、苦、甘、平、寒为主。聚类分析共得到7个聚类,第1类为炙麻黄、地 龙、前胡、丹参、僵蚕、柴胡。结论:治疗支气管哮喘伴焦虑抑郁以柴胡、白芍、黄芩、陈皮、炙麻黄、防 风、麸炒枳壳为核心中药,以理气药、化痰止咳平喘药、补气药、解表药、活血化瘀药为主。

    Abstract:

    Abstract: Objective: To explore the medication rules of Chinese medicinals for bronchial asthma complicated with anxiety and depression based on data mining. Methods: The China National Knowledge Infrastructure (CNKI), Wanfang, China Science and Technology Journal Database (VIP) and China Biology Medicine disc (CBM disc) were searched from the establishment of the databases to December 18, 2022 to screen literature and extract information according to the inclusion and exclusion criteria. Microsoft Excel was used to establish a database of used Chinese medicinals. The Pheatmap package was used to draw the heat map of efficacy, nature and flavor, and meridian entries of the Chinese medicinals. The Apriori algorithm of SPSS Modeler 18.0 software was used to analyze the association rules of medication rules, and SPSS 22.0 statistical software was used for systematic cluster analysis. Results: This data mining finally included 27 articles, involving 27 prescriptions and 78 Chinese medicinals. Among them, Bupleuri Radix, Glycyrrhizae Radix et Rhizoma Praeparata cum Melle, Paeoniae Radix Alba, Pinelli ae Rhizoma and Poria ranked the top five, whose main meridian entries were the lung, liver, spleen and stomach;they were mainly pungent,bitter,sweet,flat and cold in nature. A total of seven clusters were obtained by cluster analysis and the first category included Ephedrae Herba,Pheretima,Peucedani Radix, Salvia Miltiorrhizae Radix et Rhizoma, Bombyx Batryticatus and Bupleuri Radix. Conclusion: In the treatment of bronchial asthma complicated with anxiety and depression, Bupleuri Radix, Poria, Scutellariae Radix, Citrus Reticulatae Pericarpium, Ephedrae Herba, Saposhnikoviae Radix and Carbonis Aurantii Fructus were used as the core Chinese medicinals,and those for regulating qi,resolving phlegm, suppressing cough and calming panting, tonifying qi, releasing the exterior, and activating blood and resolving stasis were mainly used.

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黄帅阳,乔树斌,黄贵锐,刘璇,弓雪峰,崔红生.基于数据挖掘探讨中药治疗支气管哮喘伴焦虑抑郁用药规律[J].新中医,2024,56(23):1-7

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  • 在线发布日期: 2024-12-19
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