中医真实世界慢性胃炎患者胃胀症状改善的核心方挖掘和机制分析OA
Exploration on the Core Prescriptions for Improving Gastric Distension Symptoms in Patients with Chronic Gastritis in Real-World TCM Practice and Analysis of Their Mechanisms
目的 基于真实世界临床病历数据,挖掘中药改善慢性胃炎胃胀症状的有效核心处方,并探讨其证候规律、用药特点及潜在作用机制.方法 选择2009年3月-2023年9月中国中医科学院广安门医院脾胃科慢性胃炎伴胃胀症状的患者门诊病历,结合临床实际和专家意见制定胃胀症状改善筛选标准,纵向分析同一患者连续就诊记录以判定"有效诊次",最终筛选出治疗慢性胃炎胃胀的有效处方数据;采用Link-LDA主题模型挖掘"症-药"关联主题,通过复杂网络分析构建症状-中药网络并揭示核心处方结构,结合网络药理学方法整合BATMAN-TCM2.0、HIT2.0、HERB2.0数据库和SwissTargetPrediction平台预测核心处方靶点,从SymMap数据库检索胃胀相关靶点进行交集分析后构建蛋白相互作用(PPI)网络,开展KEGG通路富集分析以解析核心处方的靶点与通路机制.结果 共纳入慢性胃炎胃胀相关有效处方2 887首,挖掘识别出2类核心证候-处方关联主题:主题1对应脾胃阳虚、肝胃郁热(寒热错杂)证,核心药物为柴胡、白芍、旋覆花、煅赭石等;主题2对应脾胃气虚、肝胃气滞证,核心药物为党参、麸炒白术、黄连、干姜等.复杂网络分析显示,2类处方均以健脾和胃、理气消痞为核心,高频使用陈皮等理气类药物,但治法侧重差异显著:主题1偏重温中降逆、平调寒热,主题2偏重健脾益气、辛开苦降.网络药理学分析提示,主题1处方可能通过调控紧密连接、黏着斑通路发挥治疗胃胀的作用,主题2处方可能通过调节胃酸分泌起到缓解胃胀的效果.结论 本研究基于数据驱动方法,挖掘出慢性胃炎胃胀的2种核心有效证候-处方组合,其证候分类、遣方用药规律及潜在作用机制均与中医传统理论高度契合,充分体现了中医"同病异治"辨证论治思想,为症状导向的慢性胃炎中医精准治疗提供真实世界数据支撑与方法学参考.
Objective To mine the effective core TCM prescriptions for improving gastric distension in chronic gastritis based on real-world clinical medical record data;To explore their syndrome patterns,medication characteristics and potential mechanisms.Methods Outpatient medical records of patients with chronic gastritis accompanied by gastric distension in the Spleen-Stomach Department of Guang'anmen Hospital,China Academy of Chinese Medical Sciences,from March 2009 to September 2023 were screened.Inclusion and exclusion criteria for gastric distension symptom improvement were formulated combining clinical practice and expert opinions.Longitudinal analysis of consecutive medical records of the same patient was performed to determine"effective visits",and finally effective prescription data for the treatment of gastric distension in chronic gastritis were screened.The Link-LDA topic model was used to mine"symptom-herb"correlation topics.Complex network analysis was adopted to construct a symptom-TCM network and reveal the core prescription structure.Combined with network pharmacology,databases including BATMAN-TCM 2.0,HIT 2.0,HERB 2.0 and SwissTargetPrediction were integrated to predict the targets of core prescriptions.Gastric distension-related targets were retrieved from the SymMap database for intersection analysis,followed by construction of a PPI network.KEGG pathway enrichment analysis was carried out to analyze the target and pathway mechanisms of core prescriptions.Results A total of 2 887 effective prescriptions related to gastric distension in chronic gastritis were included.Two core syndrome-prescription correlation topics were identified:Topic 1 corresponded to spleen-stomach yang deficiency and liver-stomach stagnant heat(mixed cold and heat)syndrome,with core herbs including Bupleuri Radix,Paeoniae Radix Alba,Inulae Flos and Haematitum Preparatum;Topic 2 corresponded to spleen-stomach qi deficiency and liver-stomach qi stagnation syndrome,with core herbs including Codonopsis Radix,fried Atractylodis Macrocephalae Rhizoma with wheat bran,Coptidis Rhizoma and Zingiberis Rhizoma.Complex network analysis showed that both types of prescriptions focused on invigorating the spleen and harmonizing the stomach,regulating qi and resolving distention,with qi-regulating herbs such as Citri Reticulatae Pericarpium frequently used,but with significant differences in therapeutic emphasis:Topic 1 focused on warming the middle and descending rebellion,and harmoniously regulating cold and heat,while Topic 2 focused on invigorating the spleen and replenishing qi,and acrid-opening and bitter-descending.Network pharmacology analysis suggested that Topic 1 prescriptions may exert therapeutic effects on gastric distension by regulating tight junction and focal adhesion pathways,while Topic 2 prescriptions may alleviate gastric distension by regulating gastric acid secretion.Conclusion Using a data-driven approach,this study identifies two core effective syndrome-prescription combinations for gastric distension in chronic gastritis.Their syndrome classification,medication law and potential mechanisms are highly consistent with TCM theories,fully embodying the TCM thought of"treating the same disease with different methods"based on syndrome differentiation and treatment.It provides real-world data support and methodological reference for symptom-oriented precise TCM treatment of chronic gastritis.
李恒;刘海煜;赵玉凤;张小平;顾浩;张润顺
中国中医科学院中医临床基础医学研究所,北京 100700中国中医科学院中医药数据中心,北京 100700中国中医科学院中医药数据中心,北京 100700中国中医科学院中医药数据中心,北京 100700中国中医科学院中医药数据中心,北京 100700中国中医科学院广安门医院,北京 100053
医药卫生
慢性胃炎胃胀数据挖掘Link-LDA主题模型核心处方
chronic gastritisgastric distensiondata miningLink-LDAtopic modelcore prescription
《中国中医药信息杂志》 2026 (8)
41-48,8
中国中医科学院基本科研业务费项目(ZZ1718-XRZ-106-SJ)国家自然科学基金(82374621)中国中医科学院科技创新工程(CI2021A05403、CI2021A00513)
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