基于数据挖掘与网络药理学分析中药外治手足综合征用药规律及作用机制
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Analysis of Medication Patterns and Mechanisms of Topical Chinese Medicine in Hand-Foot Syndrome Based on Data Mining and Network Pharmacology
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    目的:基于数据挖掘与网络药理学分析中药治疗手足综合征(HFS) 的组方用药规律及作用机制。 方法:检索自建库至2024年6月30日中国知网、万方、维普、谷歌学术、PubMed等数据库中有关中药外用治 疗HFS的文献,建立方剂数据库。使用Excel 2021、IBM SPSS Modeler 18.0、SPSS Statistics 27.0等软件进行中 药频数、性味归经统计,关联规则和聚类分析。应用网络药理学方法研究核心药对黄芪-当归-桂枝治疗HFS 的关键靶点,构建蛋白质互作(PPI) 网络,并进行基因本体(GO) 功能和京都基因与基因组百科全书(KEGG) 通路富集分析;运用AutoDockTools等软件对核心活性成分与关键靶点进行分子对接验证。结果:研究涉及中药 160味,高频药物19味,其中当归、桂枝、黄芪、红花、川芎使用频次较高。药性以温、寒、平为主,药味以 苦、辛、甘为主,多归肝经。关联规则分析得到支持度≥10%、置信度≥88%的关联规则85条。高频药物聚类 分析得到5类药物组合。核心药物黄芪-当归-桂枝包含62种活性成分,涉及81个HFS治疗靶点。网络拓扑 分析获得7-O-甲基异粘氨基葡萄糖醇、二氢异黄酮、9,10-二甲氧基-3-羟基紫檀素、美迪紫檀苷、鞘磷脂 等核心成分。PPI网络分析获得G1/S-特异性周期蛋白-D1(CCND1)、表皮生长因子受体(EGFR)、半胱氨酸 天冬氨酸蛋白酶3 (CASP3)、信号转导和转录激活因子3 (STAT3)、热休克蛋白90α 家族A 类成员 1 (HSP90AA1) 等为核心靶点。KEGG 结果显示癌症通路、缺氧诱导因子-1 (HIF-1)、叉头框O 型转录因 子(FoxO)、丝裂原活化蛋白激酶(MAPK) 等是其主要作用通路。核心活性成分与关键靶点分子对接结合能大 多数<-5 kcal/mol。结论:中医药治疗HFS以外用活血化瘀类药物为主,核心药对黄芪-当归-桂枝具有多成分、 多靶点、多通路的治疗特点,通过抗炎、调节细胞增殖与凋亡、改善氧化应激等机制发挥治疗HFS的作用。

    Abstract:

    Abstract:Objective:To analyze the medication patterns and mechanisms of topical Chinese medicine for handfoot syndrome (HFS) by integrating data mining and network pharmacology. Methods:Literature on Chinese medicine external treatment of HFS published from databases inception to June 30,2024 was retrieved from CNKI,Wanfang, VIP,Google Scholar,and PubMed to build a prescription database. Excel 2021,IBM SPSS Modeler 18.0,and SPSS Statistics 27.0 were used to analyze herb frequency, properties, flavors, and meridian tropism, association rule analysis, and clustering analysis. Network pharmacology was applied to identify key targets of the core herb-pair “Astragali Radix-Angelicae Sinensis Radix-Cinnamomi Ramulus” for HFS. A protein-protein interaction (PPI) network was constructed;GO and KEGG enrichment analyses were performed. Molecular docking between core active components and key targets was carried out using AutoDockTools. Results:A total of 160 herbs were included;19 were of high frequency, among which Angelicae Sinensis Radix, Cinnamomi Ramulus, Astragali Radix, Carthami Flos, and Chuanxiong Rhizoma were most frequently used. The dominant properties were warm, cold, and neutral; the dominant flavors were bitter, pungent, and sweet; most herbs entered the liver meridian. Association-rule analysis yielded 85 rules with support ≥ 10% and confidence ≥ 88%. Clustering analysis produced five herb combinations. The core herbal triplet “Astragali Radix-Angelicae Sinensis Radix-Cinnamomi Ramulus” contained 62 active components and 81 HFS-related targets. Network topology identified 7-O-methylisomucronulatol,dihydroisoflavone,3-hydroxy- 9, 10-dimethoxypterocarpan, medicarpin, and sphingosine as key components. PPI analysis highlighted G1/Sspecific cyclin-D1 (CCND1), epidermal growth factor receptor (EGFR), cysteine-aspartic protease 3 (CASP3), signal transducer and activator of transcription 3 (STAT3), and heat-shock protein 90α family class A member 1 (HSP90AA1) as hub targets. KEGG analysis revealed that the main signaling pathways involved the cancer pathway, hypoxia-inducible factor-1 (HIF-1), forkhead box O (FoxO), and mitogen-activated protein kinase (MAPK). Molecular docking showed that the binding energies between the core active components and the key targets were mostly < -5 kcal/mol. Conclusion:Topical Chinese medicine for HFS focuses on herbs that activate blood and resolve stasis. The core herbal triplet “Astragali Radix-Angelicae Sinensis Radix-Cinnamomi Ramulus” exerts therapeutic effects via multi-component,multi-target,and multi-pathway mechanisms involving anti-inflammation,modulation of cell proliferation/apoptosis,and alleviation of oxidative stress.

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楼鹏程,屠世良.基于数据挖掘与网络药理学分析中药外治手足综合征用药规律及作用机制[J].新中医,2026,58(1):183-190

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  • 在线发布日期: 2026-01-12
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