文章摘要
王明宇,田振菊,刘鑫欣.基于数据挖掘技术研究不寐病心脾两虚证配伍规律[J].安徽医药,2023,27(12):2507-2512.
基于数据挖掘技术研究不寐病心脾两虚证配伍规律
Study on dispensing pattern of heart-spleen deficiency in insomnia disease based on data mining technology
  
DOI:10.3969/j.issn.1009-6469.2023.12.039
中文关键词: 入睡和睡眠障碍  数据挖掘  心脾两虚证  不寐病  配伍规律  关联规则  国家级名老中医李淑荣
英文关键词: Drowsiness and sleep disorders  Data mining  Heart-spleen deficiency syndrome  Insomnia  Matching rules  Association rules  National famous old Chinese medicine practitioner Li Shurong
基金项目:秦皇岛市科学技术研究与发展计划( 202004A047)
作者单位
王明宇 秦皇岛市中医医院药剂科河北秦皇岛 066000 
田振菊 秦皇岛市中医医院药剂科河北秦皇岛 066000 
刘鑫欣 秦皇岛市中医医院药剂科河北秦皇岛 066000 
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中文摘要:
      目的运用数据挖掘技术分析国家级名老中医李淑荣治疗心脾两虚型不寐病的用药配伍规律。方法收集 2020年 8月至 2022年 8月就诊于秦皇岛市中医医院李淑荣门诊部的病人的处方,整理筛选出心脾两虚型不寐病病人的方剂,通过中医传承辅助系统( TCMISS V2.5)统计用药频次、常见药物组合,另基于关联规则、改进的互信息法、复杂系统熵聚类分析法分析药物的关联规则与核心药物组合。结果共筛选出 257张治疗心脾两虚型不寐病的处方,涉及中药 94味,用药频次共计 1 944次,平均每张处方 12味中药。使用频次超过 30次的中药共 21味,排名前 10位的分别是酸枣仁、当归、黄芪、甘草、远志、白术、茯神、首乌藤、木香、党参,主要功效为养心安神、补血益气。对方剂中药物进行功效分析,使用率在 60%以上的为补益、安神、活血、理气、利水。对药物进行归经分析,频次最高的为脾经。基于关联规则共挖掘到常用药物组合 45个,按使用频次排名前 5位的是酸枣仁 -当归、当归 -黄芪、白术 -当归、当归 -远志、酸枣仁 -当归 -黄芪;共得到用药关联规则 29条,其中前 5位为当归 →酸枣仁、酸枣仁 →当归、黄芪 →酸枣仁、白术 →酸枣仁、远志 →酸枣仁,酸枣仁、当归、黄芪、白术、远志等是关联网络的核心,各规则的前后项之间存在关联;演化得到核心药物组合 16个,其中频次排名前 5位为:当归 -白术 -酸枣仁 -黄芪 -远志、远志 -白术 -甘草、远志 -首乌藤 -合欢皮、茯神 -合欢皮 -陈皮、大枣 -石菖蒲 -生姜。治疗有效率为 92.22%。使用频次 ≥30次的药物中,含酸枣仁、茯神的药方的治疗有效率更大( P<0.05)。结论国家级名老中医李淑荣治疗心脾两虚型不寐病的药物处方多以养心安神、补血益气的药物为主,通过关联规则发现的药物组合在临床上具有潜在的应用价值。
英文摘要:
      Objective To analyze the dispensing pattern of medicines used by Li Shurong, a famous national veteran traditional Chi.nese medicine practitioner, in the treatment of heart-spleen deficiency-type insomnia disease using data mining technology.Methods The prescriptions of patients who visited the Li Shurong Outpatient Department of Qinhuangdao Hospital of Traditional Chinese Medi.cine from August 2020 to August 2022 were collected, and the prescriptions of patients with heart-spleen deficiency-type insomniawere organized and screened. The frequency of medication and common drug combinations were counted by the Traditional ChineseMedicine Inheritance Aid System (TCMISS V2.5), and the association rules and core drug combinations of drugs were also analyzedbased on association rules, the improved mutual information method, and entropy clustering analysis of complex systems.Results A total of 257 prescriptions for the treatment of heart-spleen deficiency-type insomnia were screened out, involving 94 flavors of Chinesemedicines, with a total frequency of 1 944 times of use, averaging 12 flavors of Chinese medicines per prescription. There were 21 tradi.tional Chinese medicines used more than 30 times, and the top 10 were Jujube kernel, Angelica, Astragalus, Liquorice, Polygala tenui.folia, Atractylodes macrocephala, Fushen, Polygonum multiflorum vine, Woody incense and Codonopsis pilosula, with the main effectsof nourishing the heart, tranquilizing the mind and tonifying the blood and qi. According to the efficacy analysis of the drugs in the pre.scription, those with a utilization rate of more than 60% were tonic, tranquilizing the mind, invigorating blood, regulating qi and induc.ing diuresis. According to the meridian analysis of drugs, the highest frequency was the spleen meridian. A total of 45 commonly useddrug combinations were mined based on the association rules, and the top 5 ranked according to the frequency of use were Jujube ker.nel-Angelica, Angelica-Astragalus, Atractylodes macrocephala-Angelica, Angelica-Polygala tenuifolia, and Jujube kernel-Angelica-As. tragalus. A total of 29 drug-use association rules were obtained, of which the top 5 were Angelica→Jujube kernel, Jujube kernel→An.gelica, Astragalus→Jujube kernel, Atractylodes macrocephala→Jujube kernel, Polygala tenuifolia→Jujube kernel, and Jujube kernel,Angelica, Astragalus, Atractylodes macrocephala, and Polygala tenuifolia were the core of the association network, and there were asso. ciations between the front and back items of each rule. There were 16 core drug combinations obtained by evolution, of which the top 5frequency rankings were Angelica-Atractylodes macrocephala-Jujube kernel-Astragalus-Polygala tenuifolia, Polygala tenuifolia-Atracty. lodes macrocephala-Glycyrrhiza, Polygala tenuifolia-Polygonum multiflorum vine-Albizzia bark, Fushen-Albizzia bark-dried tangerine peel, and jujube-Calamus-ginger. The treatment effectiveness rate was 92.22%. The medicinal flavors with P < 0.05 in the cardinal re. sults of matching efficiency among the medicines used ≥ 30 times were: Jujube kernel and Fushen, and it showed that the prescriptioncontaining Jujube kernel and fushen was great.Conclusions The drug prescriptions of Li Shurong, a national famous veteran tradition.al Chinese medicine practitioner, for the treatment of insomnia disease with heart-spleen deficiency are mostly based on drugs thatnourish the heart and tranquilize the mind, replenish the blood and benefit the qi, and the drug combinations discovered by associationrules have potential application value in the clinic.
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