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基于数据挖掘中医古籍中肺热病症状及证型分布规律分析 被引量:9

Analysis of Symptoms and Distribution Rules of Syndrome Types of Lung Heat Disease in Ancient Books of Chinese Medicine Based on Data Mining
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摘要 目的通过对中医古籍中历代医家诊治肺热病有关文献的搜寻与整理,建立《中医古籍肺热病数据库》,分析肺热病常见的临床症状及证型分布规律。方法筛选历代医家诊治肺热病的有关文献,建立《中医古籍肺热病数据库》,采用因子分析、主成分分析、频次分析、聚类分析等数据挖掘方法,分析症状及证型分布规律。结果肺热病常见的症状依次为:咳嗽、喘、咳血、口渴、胸中痞闷、涕唾稠黏、鼻衄、鼻干塞、发热、鼻内生疮、血崩下血、咽喉肿痛、身热、口苦、头痛、咽干、吐痰、胸背四肢烦痛、小便赤涩、汗出而寒等。主要的症状组合为C1:咳血、鼻衄、口苦、血崩下血,推测证型为热入营血证。C2:涕唾稠黏、咽干、吐痰、咽喉肿痛,推测证型为肺热痰火证。C3:身热、头痛、汗出而寒,推测证型为肺热壅盛证。C4:口渴、小便赤涩、胸中痞闷、鼻干塞、咳嗽、发热、喘、鼻内生疮、胸背四肢烦痛,推测证型为肺卫风热证。肺热病常见的证型为:肺卫风热证、肺热痰火证、肺热壅盛证及热入营血证。结论数据挖掘方法系统总结了中医古籍中肺热病症状及证型分布规律,为肺热病的诊断提供科学的理论指导。 Objective To establish the Lung Disease Database of Ancient Books of Chinese Medicine and analyze the common clinical symptoms and distribution rules of syndrome types of lung heat disease by searching and sorting out the relevant literature on the diagnosis and treatment of lung heat disease by doctors through all ages in ancient books of Chinese medicine.Methods By screening the relevant literature on the diagnosis and treatment of lung heat disease by doctors through all ages,the Lung Disease Database of Ancient Books of Chinese Medicine was established.Data mining methods such as factor analysis,principal component analysis,frequency analysis and cluster analysis were used to analyze symptoms and distribution rules of syndrome types.Results Common symptoms of lung heat disease were cough,asthma,hemoptysis,thirst,chest suffocation,thick snivel and saliva,epistaxis,nasal cavity dryness,fever,nasal sore,haemorrhage,sore throat,body heat,bitter taste,headache,dry throat,spitting,pain in the chest,back and limbs,reddish urine,sweating and cold,etc.The main symptom combination C1 was hemoptysis,epistaxis,bitter taste,haemorrhage.The presumptive syndrome type was the syndrome of heat invading Ying and blood phases.The combination C2 included thick snivel and saliva,dry throat,spitting,sore throat.The presumptive syndrome type was the syndrome of lung heat and phlegm-fire.The combination C3 was body heat,headache,sweating and cold.The presumptive syndrome type was the syndrome of exuberance of lung heat.The combination C4 was thirst,hot urination,chest suffocation,nasal cavity dryness,cough,fever,asthma,nasal sore,pain in the chest,back and limbs.The presumptive syndrome type was the syndrome of wind-heat of lung-Wei phase.The common syndromes of lung heat disease were the syndromes of wind-heat of lung-Wei phase,lung heat and phlegm-fire,exuberance of lung heat,heat invading Ying and blood phases.Conclusion Data mining method systematically summarized the symptoms and distribution rules of syndrome types of lung heat disease in ancient books of Chinese medicine,and provided scientific theoretical guidance for the diagnosis of lung heat disease.
作者 张瑞 李建生 李轲 许玉龙 陈丽平 张宛秋 ZHANG Rui;LI Jiansheng;LI Ke;XU Yulong;CHEN Liping;ZHANG Wanqiu(Henan University of Chinese Medicine,Zhengzhou 450046,Henan,China;Nanyang Hospital of Traditional Chinese Medicine,Nanyang 473100,Henan,China;Nanyang Institute of Technology,Nanyang 473004,Henan,China)
出处 《中华中医药学刊》 CAS 北大核心 2020年第9期13-16,共4页 Chinese Archives of Traditional Chinese Medicine
基金 国家自然科学基金(81703946) 国家中医药管理局国家中医临床研究基地业务建设科研专项(JDZX2012027) 国家中医药管理局第四批全国中医(临床、基础)优秀人才研修项目(国中医药人教函[2017]248号)。
关键词 肺热病 中医古籍 数据挖掘 症状分布规律 因子分析 聚类分析 lung heat disease ancient books of Chinese medicine data mining distribution of symptoms factor analysis cluster analysis
作者简介 张瑞(1976-),女,河南许昌人,教授,硕士研究生导师,博士,研究方向:仲景方药实验及临床研究;通讯作者:李建生(1963-),男,河南禹州人,教授,博士研究生导师,博士,研究方向:呼吸疾病中医药防治的临床与基础。E-mail:li_js8@163.com。
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