1. 北京中医药大学东直门医院内科,北京,100700
2. 中日友好医院呼吸中心,北京,100029
3. 北京中医药大学管理学院,北京,100029
4. 北京中医医院消化科,北京,100010
5. 北京中医药大学针灸推拿学院,北京,100029
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李婷婷, 孙千惠, 王蜜源, 等. 基于数据挖掘的胃食管反流病证素及用药规律研究[J]. 上海中医药杂志, 2020,54(11):14-18.
LI Tingting, SUN Qianhui, WANG Miyuan, et al. Data mining based research on syndrome elements and medication rules of gastroesophageal reflux disease [J]. Shanghai Journal of Traditional Chinese Medicine, 2020,54(11):14-18.
李婷婷, 孙千惠, 王蜜源, 等. 基于数据挖掘的胃食管反流病证素及用药规律研究[J]. 上海中医药杂志, 2020,54(11):14-18. DOI: 10.16305/j.1007-1334.2020.2002179.
LI Tingting, SUN Qianhui, WANG Miyuan, et al. Data mining based research on syndrome elements and medication rules of gastroesophageal reflux disease [J]. Shanghai Journal of Traditional Chinese Medicine, 2020,54(11):14-18. DOI: 10.16305/j.1007-1334.2020.2002179.
目的:借助数据挖掘技术探究胃食管反流病的证素及用药规律。 方法:检索中国知网(CNKI)、维普数据库(VIP)、万方数据库(WanFang Data),纳入2010年1月至2020年1月期间符合要求的文献,建立病位证素、病性证素及用药信息的Excel数据库,运用SPSS 20.0统计软件进行频数统计,借助SPSS Modeler 18.0软件采用关系网络模型、聚类分析等方法进行数据挖掘。 结果:①共纳入文献204篇,涉及中药处方364首。②通过频数分析筛选出病位证素7种,病性证素14种;按出现频率从高到低排序,病位证素占前3位的依此是胃、肝、脾,病性证素占前3位的依次是气滞、气虚、火。③在纳入的364首经验方中,共涉及药物208味,其中出现频率大于10%的药物有26味,分别为甘草、半夏、黄连、柴胡、茯苓、陈皮、吴茱萸、海螵蛸、白芍、白术、枳壳、厚朴、旋覆花、党参、黄芩、浙贝母、代赭石、香附、煅瓦楞子、枳实、砂仁、干姜、竹茹、栀子、郁金、生姜。④关联分析结果显示,综合支持度较高的药物组合为黄连-吴茱萸-柴胡,黄连-吴茱萸-海螵蛸,黄连-吴茱萸-半夏-甘草,柴胡-枳壳-白芍。 结论:胃食管反流病病位在胃,和肝、脾密切相关;以气滞、气虚、火为主要病性证素,病机虚实夹杂,寒热错杂;治疗时以疏肝泻热、和胃降逆、健脾益气为主,中焦得运,则清气自升,浊气自降。
Objective:To explore the syndrome elements and medication rules of gastroesophageal reflux disease (GERD) based on data mining. MethodsDatabases of China National Knowledge Network (CNKI), VIP and WanFang Data were searched, and relevant literatures from January 2010 to January 2020 were included. Excel databases containing syndrome elements of disease location, disease nature and medication was established. SPSS 20.0 was used for frequency analysis of Chinese herbal medicines (CHMs), and SPSS Modeler 18.0 was used for relational network model analysis and cluster analysis of relevant data. Results:①A total of 204 literatures were included, involving 364 prescriptions of traditional Chinese medicine. ②Through frequency analysis, 7 syndrome elements of disease location and 14 syndrome elements of disease nature were screened out. Stomach, liver and spleen were the top three syndrome elements of disease location with the highest frequency, while qi stagnation, qi deficiency and fire were the top three syndrome elements of disease nature with the highest frequency. ③Among the included 364 proved prescriptions, 208 CHMs were involved. There are 26 CHMs whose usage frequency was more than 10% of the total usage frequency, namely Gancao (Glycyrrhiza Glabra), Banxia (Rhizoma Pinelliae), Huanglian (Rhizoma Coptidis), Chaihu (Radix Bupleuri), Fulin (Poria Cocos), Chenpi (Pericarpium Citri Reticulatae), Wuzhuyu (Fructus Evodiae), Haipiaoxiao (Endoconcha Sepiae), Baishao (Radix Paeoniae Alba), Baizhu (Rhizoma Atractylodis Macrocephalae), Zhike (Fructus Aurantii), Houpo (Cortex Magnoliae Officinalis), Xuanfuhua (Flos Inulae), Dangshen (Radix Codonopsis), Huangqin (Radix Scutellariae), Zhebeimu (Bulbus Fritillariae Thunbergii), Daizheshi (Ochra Haematitum), Xiangfu (Rhizoma Cyperi), Duanwalengzi (Concha Arcae Preparata), Zhishi (Fructus Aurantii Immaturus), Sharen (Fructus Amomi), Ganjiang (Rhizoma Zingiberis), Zhuru (Caulis Bambusae in Taeniam), Zhizi (Fructus Gardeniae), Yujin (Radix Curcumae) and Shengjiang (Zingiber officinale). ④The results of correlation analysis showed that CHMs groups with higher support were Huanglian (Rhizoma Coptidis)-Wuzhuyu (Fructus Evodiae)-Chaihu (Radix Bupleuri), Huanglian (Rhizoma Coptidis)-Wuzhuyu (Fructus Evodiae)-Haipiaoxiao (Endoconcha Sepiae), Huanglian (Rhizoma Coptidis)-Wuzhuyu (Fructus Evodiae)-Banxia (Rhizoma Pinelliae)-Gancao (Glycyrrhiza Glabra), and Chaihu (Radix Bupleuri)-Zhike (Fructus Aurantii)-Baishao (Radix Paeoniae Alba). Conclusion:With stomach as the disease location, GERD is also closely related to liver and spleen. Qi stagnation, Qi deficiency and fire are the main syndrome elements of disease nature. The pathogenesis of GERD is mixed with deficiency and excess, together with the intermingling of cold and heat. When it comes to the treatment, the main methods are soothing liver and purging heat, harmonizing stomach and lowering adverse qi, invigorating spleen and supplementing qi. Once the transportation and transformation function of the middle energizer is restored, the clear qi will ascend and the turbid qi will descend spontaneously.
胃食管反流病证素用药规律数据挖掘
gastroesophageal reflux diseasesyndrome elementmedication ruledata mining
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