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Pharmaceutical Rules of Traditional Chinese Medicine For Stroke Based on Dictionary of Prescriptions and Complex Network Analysis
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作者 Xiu-Lei Jiang Yi-Di Wang +4 位作者 Zun-Hao Tang Jing-Chao Sun Meng-Yuan Cai Yu-Chen Liu Yu-Qiu Li 《Medical Data Mining》 2018年第2期83-92,共10页
Objective:Taking the Dictionary of Prescriptions as a clue,we collected effective prescriptions for treating Stroke,and systematically summarized the medication and compatibility rules of the core Chinese medicines fo... Objective:Taking the Dictionary of Prescriptions as a clue,we collected effective prescriptions for treating Stroke,and systematically summarized the medication and compatibility rules of the core Chinese medicines for treating Stroke.Methods:A database of prescriptions for stroke based on complex relationship analysis system of traditional Chinese medicine was established.From the point of view of complex network,the hierarchy of drug compatibility rules of compound prescriptions(such as courtiers and envoys)was analyzed,the statistical characteristics of complex networks were analyzed,and an attempt was made to explain the characteristics of complex networks of drugs for stroke.Results:A total of 974 prescriptions were collected,including 1040 Chinese herbs.The core Chinese herbal medicines with nodal degree(>500)for Stroke were divaricate saposhnikovia root,liquorice root,Chinese angelica,tall gastrodia tuber,incised notopterygium rhizome and root.The compatibility relationship of the core Chinese medicines in the treatment of stroke is divaricate saposhnikovia root-liquorice root,ephedra-divaricate saposhnikovia root,divaricate saposhnikovia root-sichuan lovage rhizome,divaricate saposhnikovia root-Chinese angelica in order of frequency.Conclusion:Through the analysis of the common network structure of effective prescriptions for Stroke,the core prescription compatibility structure reflecting the prescription thinking and clinical characteristics was found. 展开更多
关键词 STROKE TCM complex network relationship formula DICTIONARY of Traditional chinese medicine Compatibility Law
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Progress of Studies on Traditional Chinese Medicine Based on Complex Network Analysis 被引量:3
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作者 Qian-Ru Zhang Xiang-Jun Kong +2 位作者 Hai-Yu Xu Yi-Tao Wang Yuan-Jia Hu 《World Journal of Traditional Chinese Medicine》 2017年第3期28-37,共10页
Traditional Chinese medicine(TCM) is a distinct medical system that deals with the life-health-disease-environment relationship using holistic, dynamic, and dialectical thinking. However, reductionism has often restri... Traditional Chinese medicine(TCM) is a distinct medical system that deals with the life-health-disease-environment relationship using holistic, dynamic, and dialectical thinking. However, reductionism has often restricted the conventional studies on TCM, and these studies did not investigate the central concepts of TCM theory about the multiple relationships among life, health, disease, and environment. Complex network analysis describes a wide variety of complex systems in the real world, and it has the potential to bridge the gap between TCM and modern science owing to the holism of TCM theory. This article summarizes the current research involving TCM network analysis and highlights the computational tools and analysis methods involved in this research. Finally, to inspire a new approach, the article discussed the potential problems underlying the application of TCM network analysis. 展开更多
关键词 complex network analysis formula MECHANISM SYNDROME traditional chinese medicine
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Exploring Traditional Chinese Medicine by A Novel Therapeutic Concept of Network Target 被引量:42
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作者 李梢 《Chinese Journal of Integrative Medicine》 SCIE CAS CSCD 2016年第9期647-652,共6页
Traditional Chinese medicine(TCM) holds a holistic theory, and specializes in balancing disordered human body using numerous natural products, particularly Chinese herbal formulae. TCM has certain treatment advantag... Traditional Chinese medicine(TCM) holds a holistic theory, and specializes in balancing disordered human body using numerous natural products, particularly Chinese herbal formulae. TCM has certain treatment advantages for patients suffering from various complex diseases. However, due to the complex nature of TCM, it remains difficult to unveil such holistic medicine by the current reductionism research strategies, which treat both herbal ingredients and targets in isolation. Recently, an emerging network pharmacology approach has been introduced to tackle this bottleneck problem. A TCM-derived novel therapeutic concept, "network target", which is different from the Western medicine's "onetarget" concept, has been proposed from China. The network target strategy is able to illustrate the complex interactions among the biological systems, drugs, and complex diseases from a network perspective, and thus provides an innovative approach to access ancient remedies in a precision manner and at a systematic level, which also highlights TCM's potential in current medical systems. 展开更多
关键词 traditional chinese medicine network target network pharmacology herbal formula complex disease
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基于复杂网络的冠心病方剂配伍规律的研究 被引量:8
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作者 陈小波 虞立 +4 位作者 应雨棋 于哲轩 许守超 李晓红 金伟锋 《世界科学技术-中医药现代化》 CSCD 北大核心 2019年第11期2417-2427,共11页
目的以冠心病为例,从大量方剂数据中挖掘出隐含的、先前未知的、对决策有潜在价值的关系、模式和趋势。方法基于中国药典的冠心病方剂数据、以及中国方剂数据库数据,应用复杂网络理论和方法来构建中药复方的复杂网络,并运用CNM-Central... 目的以冠心病为例,从大量方剂数据中挖掘出隐含的、先前未知的、对决策有潜在价值的关系、模式和趋势。方法基于中国药典的冠心病方剂数据、以及中国方剂数据库数据,应用复杂网络理论和方法来构建中药复方的复杂网络,并运用CNM-Centrality算法对网络进行聚类,挖掘数据规律来分析冠心病方剂配伍知识。结果冠心病的中药网络被划分为7个聚类结果时,可以清晰地表现节点的关系特征,其中丹参、川芎、黄芪等节点中心性较高,这表明丹参、川芎、黄芪是治疗冠心病的核心中药。从中医的辨证角度分析全瓜蒌、炒枳壳为核心节点的网络聚类和丹参、川芎、黄芪三种核心中药的网络聚类,经推断都对应气虚血瘀证,辨证的过程进一步验证了基于复杂网络的冠心病方剂配伍研究的可靠性和完整性。结论复杂网络可以有效地挖掘方剂数据中的配伍规律,给中医药理论提供科学实证,为中医药系统的复杂特征加以佐证,也为方剂与中药、方剂与病证、方剂与疗法之间并存互动的复杂关系辅以科学解释。 展开更多
关键词 复杂网络 数据挖掘 中药方剂 配伍规律
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苦参在复方中化学成分变化的研究 被引量:42
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作者 陆蕴如 杨钟柯 董育妹 《中国中药杂志》 CAS CSCD 北大核心 1996年第7期412-414,共3页
以苦参为对象,研究了中药复方中化学成分的变化。结果表明,含苦参的复方,制作成制剂时,受水、加热等因素及与共存的还原性成分,如原儿茶醛等作用,使氧化苦参碱的含量逐渐降低直到消失,苦参碱含量逐渐增加。
关键词 苦参 化学成分 苦参碱 中药复方
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Study on the Complex Prescription Compatibility Law of the Cold and Hot Nature of Mahuang Decoction(麻黄汤) and Its Categorized Formulae Based on the Cold-Hot Pad Differentiating Assay 被引量:1
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作者 贾雷 赵艳玲 +5 位作者 王伽伯 邹文俊 李瑞生 杨宏博 程丹红 肖小河 《Chinese Journal of Integrative Medicine》 SCIE CAS 2011年第4期290-295,共6页
Objective:To explore the complex prescription compatibility law of the cold and hot nature of Mahuang Decoction(麻黄汤,MHD) and Maxing Shigan Decoction(麻杏石甘汤,MXSGD),both categorized formulas but with differe... Objective:To explore the complex prescription compatibility law of the cold and hot nature of Mahuang Decoction(麻黄汤,MHD) and Maxing Shigan Decoction(麻杏石甘汤,MXSGD),both categorized formulas but with different hot/cold natures.Methods:Oxygen consumption of mice was determined among three groups:MHD,MXSGD and the control;a cold-hot pad differentiating assay was used to observe the variability of temperature tropism among the groups of mice which was treated with MHD,MXSGD,and their compositions. Meanwhile,the total anti-oxidant capability(T-AOC) activity were detected.Results:After administration of MHD, the mice showed increased oxygen consumption(P0.01).Compared with MHD group,the remaining rate of MXSGD mice on the hot pad was found to be significantly increased with the cold-hot pad differentiating assay (P0.05).There was no significant difference(P0.05) among the remaining rates of MXSGD,MXSGD with high dose Gypsum Fibrosum(MXHGF) group,and MXSGD with low dose Gypsum Fibrosum(MXLGF) group mice.Compared with the MHD group,T-AOC activity of the mice in the Consensus Compositons group was significantly decreased(P=0.0494).Compared with the MXSGD group,T-AOC activity of Gypsum Fibrosum (GF) group was increased significantly(P=0.0013).Conclusions:The differences in cold and hot nature could be represented objectively between MHD with a hot nature and MXSGD with a cold nature.The reason may be the Gypsum Fibrosum which decreased the efficacy of the consensus compositions.However,increasing or decreasing the dose of Gypsum Fibrosum will not change the cold and hot nature of MXSGD. 展开更多
关键词 Mahuang Decoction and its categorized formulae cold and hot nature of chinese drugs complex prescription compatibility law of chinese medicine cold-hot pad differentiating assay
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脑心通胶囊HPLC-DAD指纹图谱研究 被引量:7
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作者 苏瑞 唐志书 +2 位作者 刘峰 陈衍斌 宋忠兴 《中南药学》 CAS 2019年第1期1-4,共4页
目的建立脑心通胶囊HPLC-DAD指纹图谱分析方法,对复方中主要特征峰进行归属和指认。方法采用Waters SunFire C_(18)色谱柱(5μm,4.6 mm×250 mm),乙腈-0.1%甲酸,柱温30℃,流速1.0 mL·min^(-1),进样量5μL,进行梯度洗脱;采用中... 目的建立脑心通胶囊HPLC-DAD指纹图谱分析方法,对复方中主要特征峰进行归属和指认。方法采用Waters SunFire C_(18)色谱柱(5μm,4.6 mm×250 mm),乙腈-0.1%甲酸,柱温30℃,流速1.0 mL·min^(-1),进样量5μL,进行梯度洗脱;采用中药指纹图谱相似度评价系统(2004A版)进行相似度评价;将脑心通胶囊高效液相色谱指纹图谱与各单味药高效液相色谱指纹图谱进行比对,利用色谱峰保留时间确定脑心通胶囊主要色谱峰来源归属。结果 15批脑心通胶囊相似度均≥0.977,表明脑心通胶囊化学成分一致性良好;脑心通胶囊HPLC-DAD指纹图谱中共检出33个特征峰,均可以溯源到黄芪、赤芍、丹参等12味药材,其中13个特征峰可以明确其化学成分归属。结论建立的脑心通HPLCDAD指纹图谱分析方法,操作简单、准确,精密度、重复性好,可用于表征脑心通胶囊中化学成分信息,提高了对大复方制剂质量控制的专属性,为脑心通胶囊质量控制提供了可靠的科学依据。 展开更多
关键词 脑心通胶囊 大复方中药制剂 HPLC-DAD指纹图谱 特征色谱峰
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基于《中医方剂大辞典》中治疗腹痛的组方规律研究 被引量:4
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作者 曹雅蕾 丁霞 《世界中西医结合杂志》 2019年第5期617-620,651,共5页
目的采用关联规则apriori算法、复杂系统熵聚类等无监督数据挖掘方法,探索《中医方剂大辞典》中历代腹痛方剂中各种药物的使用及药物之间的关联规律。方法采用《中医传承辅助平台》(V2.5),提取《中医方剂大词典》中治疗腹痛的有效方剂,... 目的采用关联规则apriori算法、复杂系统熵聚类等无监督数据挖掘方法,探索《中医方剂大辞典》中历代腹痛方剂中各种药物的使用及药物之间的关联规律。方法采用《中医传承辅助平台》(V2.5),提取《中医方剂大词典》中治疗腹痛的有效方剂,构建数据库,使用软件关联规则算法,复杂系统熵聚类等数据挖掘方法,分析治疗腹痛方剂中常用的药物及其组合规律、提取核心组合形成新方。结果纳入《中医方剂大辞典》中治疗腹痛的有效方剂共1331首,共涉及中药721味,出现频率高于90的药物共31味,总结了常用药对36对,通过数据挖掘共得到治疗腹痛的核心用药组合10对,并演化新方组合5首。结论《中医方剂大辞典》收录了从秦汉至现代的中医临床验方,多用理气止痛、和络止痛、健脾助运、散寒温里、缓急止痛之品,中医传承辅助平台系统对于挖掘名老中医临床经验具有重要使用价值。 展开更多
关键词 中医方剂大辞典 腹痛 关联规则 聚类算法 中医传承辅助平台
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李济仁治疗胃系疾病方药规律数据挖掘系统综述 被引量:4
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作者 俞志超 范为民 李艳 《实用中医内科杂志》 2016年第5期1-4,共4页
[主要目的]数据挖掘分析李济仁治疗胃系疾病方药规律。[资料来源]2014年12月至2015年3月皖南医学院附属弋矶山医院国医大师工作室门诊。[选择文献量及依据]中医和中西医结合临床确诊或经胃镜确诊胃系疾病的病案处方。复诊次数≥2次,只... [主要目的]数据挖掘分析李济仁治疗胃系疾病方药规律。[资料来源]2014年12月至2015年3月皖南医学院附属弋矶山医院国医大师工作室门诊。[选择文献量及依据]中医和中西医结合临床确诊或经胃镜确诊胃系疾病的病案处方。复诊次数≥2次,只选择一次复诊病案。排除信息不全、方药组成不完整及临床疗效不显著病案。[数据提炼规则及应用方法]筛选处方录入"中医传承辅助系统(V2.5)",2位助手审核。采用关联规则Apriori算法、复杂系统熵聚类等无监督数据挖掘方法,分析方药使用频次及药味关联规则。药味频次:方剂药味按出现频次排序;药症关联:症状按出现频次排序;组方规律(支持度20%,置信度0.9):药味组合按出现频次排序,关联分析所得药对;聚类分析新药味组合(改进互信息法、复杂系统熵聚类):聚类分析前,选择合适相关度和惩罚度,"提取组合",发现新药味组合(基本算法示无监督熵层次聚类),网状结构图展示。[数据综合得出结果与结论]纳入样本80例,处方120首,用药117种。使用频次>25的前10味:炒白术>茯苓>蒲公英>乌药>木香>佛手>瓦楞子>香附>金钱草>全蝎。药症关联前7位症状:嗳气>腹胀>胃脘胀痛>大便不成形>胃脘隐痛>泛酸>嘈杂。16味联系紧密核心用药:黄芪、炒白术、茯苓、木香、瓦楞子、姜半夏、竹茹、八月札、佛手、香附、蒲公英、金钱草、沉香、乌药、延胡索、全蝎。聚类新药味组合共6对。[未来展望]多中心、大样本长时间调查研究,更好挖掘、传承名老中医经验。 展开更多
关键词 胃病 慢性胃炎 李济仁 老中医经验 中医传承辅助系统(V2.5) 关联规则 Apriori算法 复杂系统熵聚类 无监督数据挖掘 药味频次 药症关联 组方规律 支持度 置信度 网状结构 相关度 惩罚度 循证医学 系统综述
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倡议树立方剂“主效应”研究的新思路——对中药复方作用机制与配伍机制研究的新思考 被引量:16
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作者 翁小刚 李玉洁 +5 位作者 陈颖 杨庆 王娅杰 李琦 蔡维艳 朱晓新 《中国中药杂志》 CAS CSCD 北大核心 2018年第18期3782-3786,共5页
中药对机体的调节杂泛性和机体处置中药的复杂差异性,仍是科学阐释中药作用机制和提高疗效的障碍,新近"多成分单靶点叠加作用"假说,认为中药多成分多靶点协同作用网络中局部靶点可存在相似多成分的药效叠加作用。该文作者进... 中药对机体的调节杂泛性和机体处置中药的复杂差异性,仍是科学阐释中药作用机制和提高疗效的障碍,新近"多成分单靶点叠加作用"假说,认为中药多成分多靶点协同作用网络中局部靶点可存在相似多成分的药效叠加作用。该文作者进而认为,中药多成分只能在有限条件/浓度下起叠加作用,由于中药-机体系统杂泛性,在药效单靶点上更多显现的是多成分叠加与竞争/拮抗并存的复杂作用,此复杂作用可能是影响中药多靶点协同作用的关键,理论上,选择和创造单靶点叠加作用,可实现中药的科学配伍、疗效提高与毒性减弱。该文根据中药多成分、多靶点协同作用特点,及"叠加作用"假说等,提出方剂"主效应"研究思路--中药(复方)作用多样、复杂,如何更好地研究中药复方配伍机制和提高疗效?应该从中药复杂多样的作用中筛选与临床具体病证相关的某一或某几个"作用效应"作为方剂"主效应",方剂"主效应"是中药复方多成分多靶点协同作用的宏观体现,方剂"主效应"研究至少可以包含2个方面,一是方剂"主效应"的药动学应用研究,二是方剂"主效应"的药效作用研究:在某一具体临床使用中,仅仅是应用方剂治疗某一临床病证的作用,那么这一作用可视为当下该方剂的主效应,此时,如能研究得出该"主效应"的药动学规律(如主效应时间曲线,主效应-剂量相关性等),可制定此方剂治疗该病证的临床优化用药方案;主效应的作用研究上,主要有2个要素,其一,机体的哪些药物靶点与"主效应"直接相关,也即找出"主效应"的靶点网络,其二,"主效应"靶点网络中单个靶点受哪些药物成分调控(正相关、负相关),调控的成分浓度或数量变化会引起单靶点药效的何种变化,进而会引起多靶点协同作用的何种变化。此两要素将是最终阐释中药作用机制和配伍机制的研究关键。通过对方剂"主效应"的研究,可以提高具体病证应用下方剂的临床疗效和阐释其配伍机制与作用机制。 展开更多
关键词 方剂主效应 中药配伍 作用机制 叠加作用 复杂作用
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复杂网络控制理论在方剂作用机制研究中的价值 被引量:2
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作者 王博 张莹莹 +3 位作者 王念 刘琼 王忠 王永炎 《北京中医药大学学报》 CAS CSCD 北大核心 2022年第2期116-119,共4页
中药方剂作用机制的研究对中医药现代化及国际化至关重要,由于中药方剂成分复杂,致使多靶点、多通路的作用机制成为研究瓶颈,故寻求适宜的研究方法是目前的关键所在。鉴于网络控制理论的原理在生命科学中的运用前景,能够识别驱动节点并... 中药方剂作用机制的研究对中医药现代化及国际化至关重要,由于中药方剂成分复杂,致使多靶点、多通路的作用机制成为研究瓶颈,故寻求适宜的研究方法是目前的关键所在。鉴于网络控制理论的原理在生命科学中的运用前景,能够识别驱动节点并且将网络中的成分进行分类,识别出关键、普通、冗余3种不同类别的成分等的研究思路,有望精准识别方剂的关键靶点、揭示方剂配伍规律,从而创建方剂配伍研究新模式、构建优化方剂组成新方法、形成方剂核心作用机制探索新思路,为药物研发、精准治疗等提供新策略。 展开更多
关键词 中药 方剂 复杂网络 控制理论 药物靶点
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Reciprocal Effects of Guizhi Decoction(桂枝汤) to the Guizhi Decoction Syndrome by Toll-like Receptor mRNA Expression and Cytokines Secretion 被引量:8
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作者 杜新亮 隋峰 +5 位作者 霍海如 张宏伟 罗侃 李兰芳 郭淑英 姜廷良 《Chinese Journal of Integrative Medicine》 SCIE CAS 2013年第11期826-835,共10页
Objective: To explore the pathological mechanisms of Guizhi Decoction (桂枝汤) syndrome and the therapeutic molecular mechanisms of the Guizhi Decoction, Mahuang Decoction (麻黄汤), Sangju Decoction (桑菊饮) an... Objective: To explore the pathological mechanisms of Guizhi Decoction (桂枝汤) syndrome and the therapeutic molecular mechanisms of the Guizhi Decoction, Mahuang Decoction (麻黄汤), Sangju Decoction (桑菊饮) and Yinqiao Powder (银翘散), as well as the potentially biological basis that Guizhi Decoction is most effective only for the patients with Guizhi Decoction syndrome in clinical practice. Methods: We first got serum samples from the patients suffering from both upper respiratory tract infection and Guizhi Decoction syndrome identified by the doctors of Chinese medicine (CM) in the clinic. Four formulas with therapeutic actions of pungent warmth or pungent coolness for superficial syndromes were chosen and four kinds of rat serum samples each containing one of the above-mentioned herbal formulas were collected, then the effects of Guizhi Decoction syndromes' patient serum as well as the effects of sera containing the formulas after being stimulated by the patient serum samples on both the mRNA expression of certain toll-like receptor (TLR) subtypes and the release of some inflammatory cytokines in RAW264.7 cells were tested and analyzed in vitro. Results: The expression of TLR-3, TLR-4 and TLR-9 mRNA among the 9 tested TLR subforms were up-regulated in the macrophages stimulated by the sera from untreated upper respiratory infection patients with the Guizhi Decoction syndrome (symptom- complex). The products such as interleukin (IL)-113, IL-6, tumor necrosis factor (TNF)- α and interferon (IFN)- from stimulated macrophages through TLR signaling pathways were also increased correspondingly. Interestingly, the changes induced by the Guizhi Decoction syndrome patients' sera were masked significantly after the macrophages were incubated with the sera from donors treated with Guizhi Decoction. Similarly, the three other exterior-releasing formulas were all effective in reversing the up-regulated changes of certain TLR subforms to different degrees, but both the number of targeted TLRs and efficacy of them seemed to be inferior to that of Guizhi Decoction. Conclusion: Evidence from these experiments might contribute to the scientific explanation of both the pharmacological mechanisms of Guizhi Decoction and also the CM theory that Guizhi Decoction is specifically prescribed for the treatment of Guizhi Decoction syndrome (The aearina formula to the svmptom-comolex). 展开更多
关键词 chinese medicine Guizhi Decoction Toll-like receptor formula symptom-complex
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国医大师李济仁辨治痿病虚证用药规律数据挖掘研究 被引量:6
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作者 史潮 王一苇 李艳 《国际中医中药杂志》 2021年第3期280-284,共5页
目的探析国医大师李济仁辨治痿病虚证的用药规律。方法收集李济仁门诊病历系统中2013年1月-2018年12月李老治疗的195个痿病虚证病案,通过FP-Growth加强数据运算模型,确定病案中的临床症状频次及药物组合,分别应用频次分析、聚类分析和... 目的探析国医大师李济仁辨治痿病虚证的用药规律。方法收集李济仁门诊病历系统中2013年1月-2018年12月李老治疗的195个痿病虚证病案,通过FP-Growth加强数据运算模型,确定病案中的临床症状频次及药物组合,分别应用频次分析、聚类分析和关联规则分析。结合临床及中医理论,总结李老辨治痿病虚证的用药经验。结果195个病案中主要症状有121个,频次前5位依次为肌肉萎缩(79次)、肌力下降(69次)、行走困难(52次)、肢体痿软无力(43次)、寐差(33次);舌象以淡红、淡白、红、紫黯居多;脉象多见细脉、弦脉、沉脉、滑脉。共涉及药物159种,频次前5位依次为黄芪(140次)、当归(103次)、肉苁蓉(93次)、补骨脂(87次)、巴戟天(81次)。用药以补虚药、祛风湿药、活血化瘀药为主,归经以入肝、肾、脾经为多,药性以温为主,药味以甘、苦为多。关联分析显示,黄芪是处方的配伍核心,高频药物与李老的临床用药经验符合。最后通过K均值聚类分析得到3类高频组方。结论李老治疗痿病虚证,以新安医学所特有的培本固元思想,在应用补益药的基础上,辨证配伍祛风通络、活血化瘀的药物。 展开更多
关键词 痿证 虚证 李济仁 名医经验 用药规律 数据挖掘
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