基于真实世界数据探讨中医药治疗慢性支气管炎用药规律OACSTPCD
Exploration on Medication Law of TCM Treatment for Chronic Bronchitis Based on Real World Data
目的 归纳总结中医药治疗慢性支气管炎(CB)的用药规律,为临床用药提供参考.方法 基于健康信息系统(HIS)电子病历数据提取2016年1月1日-2021年12月31日于河南中医药大学第一附属医院呼吸科住院的CB患者病历资料.经筛选后,将处方中药录入Excel 2019建立数据库.基于Lantern5.0软件对频率>6%的中药进行隐结构模型学习,得到隐变量及显变量,对模型进行诠释.利用SPSS Modeler 18.0软件将频率>6%的中药用Apriori算法建立模点,得到药物之间的关联规则,分析中医药治疗CB的用药规律.结果 共纳入病例3 410例,涉及中药423味,累计用药82 766次,其中频率>6%的中药109味,累计频次为69 845,频次前5位中药依次为川贝母、茯苓、白术、紫菀、陈皮,以化痰止咳平喘药、补虚药、清热药、解表药、活血化瘀药为主.药性偏温、寒、平,药味以苦、甘、辛为主,主归肺经、脾经、肝经、胃经.隐结构模型分析得到隐变量49个、隐类149个,结合专业知识推断得到10个综合聚类模型,21个核心方剂,如桑白皮汤、血府逐瘀汤、小青龙汤、二陈汤、沙参麦冬汤、六味地黄丸、银翘散、止嗽散、玉屏风散、血府逐瘀汤合导痰汤等,推断CB证候有痰热郁肺证、气滞血瘀证、寒饮射肺证、痰湿蕴肺证、肺气阴两虚证、肾阴虚证、风热犯肺证、风寒袭肺证、肺脾气虚证、痰瘀互结证.关联规则分析共得到强关联规则41条,其中二项强关联规则5条,三项强关联规则36条,置信度较高的为防风+黄芪→白术、防风+党参→白术、党参+陈皮→白术等,提升度较高的为柴胡+桑白皮→黄芩、紫苏子+射干→川贝母、苦杏仁+清半夏→陈皮等.结论 中医药治疗CB以化痰止咳平喘为主,且常用活血化瘀法以助化痰,并注重补肺固表、健脾益气等法的应用.
Objective To summarize the medication law of TCM in the treatment of chronic bronchitis;To provide reference for clinical medication.Methods Medical records of patients with chronic bronchitis who were hospitalized in the Respiratory Department of the First Affiliated Hospital of Henan University of Chinese Medicine from January 1,2016 to December 31,2021 were extracted based on HIS electronic medical record data.After screening,the TCM prescriptions used by patients with chronic bronchitis were input into Excel 2019 to establish a database.Based on the software Lantern 5.0,the latent structure model was learned,hidden variables and explicit variables were obtained,and the model was interpreted.SPSS Modeler 18.0 was used to establish model points with Apriori algorithm for Chinese materia medica with a frequency greater than 6%,to obtain the association rules between drugs,and to analyze the medication law of TCM in treating chronic bronchitis.Results A total of 3 410 cases were included,involving 423 kinds of Chinese materia medica,with a cumulative frequency of 82 766 times.Among them,109 kinds of Chinese materia medica with a frequency of>6 % had a cumulative frequency of 69 845 times.The top five commonly used medicines were Fritillariae Cirrhosae Bulbus,Poria,Atractyodis Macrocephalae Rhizoma,Asteris Radix et Rhizoma,Citri Reticulatae Pericarpium,mainly with medicines of reducing cough and phlegm,antiasthmatic medicine,tonifying deficiency,clearing heat,relieving superficies,promoting blood circulation and removing blood stasis.The medicinal properties were warming,cold and mild,and the main tastes were bitter,sweet and pungent,and the meridians were mainly lung,spleen,liver and stomach meridians.Through analysis of latent structure,49 hidden variables and 149 hidden classes were obtained.Combined with professional knowledge,10 comprehensive clustering models and 21 core formulas were deduced,such as Sangbaipi Decoction,Xuefu Zhuyu Decoction,Xiaoqinglong Decoction,Erchen Decoction,Shashen Maidong Decoction,Liuwei Dihuang Pills,Yinqiao Powder,Zhisou Powder,Yupingfeng Powder,Xuefu Zhuyu Decoction combined with Daotan Decoction,etc.It was concluded that the chronic bronchitis syndrome included phlegm-heat stagnation lung syndrome,qi stagnation blood stasis syndrome,cold fluid attacking lung syndrome,phlegm-dampness accumulation lung syndrome,lung qi and yin deficiency syndrome,kidney yin deficiency syndrome,wind heat attacking lung syndrome,wind cold attacking lung syndrome,lung qi and spleen deficiency syndrome,phlegm stasis interjunction syndrome.A total of 41 strong association rules were screened in the analysis of association rules,including 5 strong association rules for two and 36 strong association rules for three.The high confidence rules were Saposheikovize Radix + Angelicae Sinensis Radix →Atractyodis Macrocephalae Rhizoma,Saposheikovize Radix + Codonopsis Radix → Atractyodis Macrocephalae Rhizoma,Codonopsis Radix + Citri Reticulatae Pericarpium → Atractyodis Macrocephalae Rhizoma;the higher degree of improvement were Bupleuri Radix + Mori Cortex → Scutellariae Radix,Perillae Fructus + Belamcandae Rhizoma → Fritillariae Cirrhosae Bulbus,Armeniacae Semen Amarum + Pinelliae Rhizoma → Citri Reticulatae Pericarpium,etc.Conclusion In the treatment of chronic bronchitis,TCM is mainly used to reduce phlegm,relieve cough and asthma,and the method of promoting blood circulation and removing blood stasis is commonly used to help eliminate phlegm.In addition,TCM pays attention to the application of methods such as tonifying lung and securing the exterior,invigorating spleen and benefiting qi.
曲蒙蒙;余海滨;许宁;周玲;屈云艳;王伟;张婷婷;高梅;吉郡珠;严镓文
河南中医药大学,河南 郑州 450000河南中医药大学第一附属医院,河南 郑州 450000
中医学
慢性支气管炎中医药隐结构模型关联规则用药规律
chronic bronchitisTCMlatent structure modelassociation rulesmedication law
《中国中医药信息杂志》 2024 (002)
50-58 / 9
国家重点研发计划(2017YFC1703506);国家科技支撑计划(2013BAI02B10)
评论