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山柰酚联合二甲双胍治疗结直肠癌的机制研究OA

Mechanistic study of Kaempferol combined with metformin in the treatment of colorectal cancer

中文摘要英文摘要

目的 通过网络药理学、分子动力学模拟和生物信息学方法探讨药食同源成分山柰酚联合二甲双胍治疗结直肠癌的多靶点协同作用机制,为发现具有多靶点协同作用的药物组合提供理论依据.方法 通过PubChem、SuperPred、SwissTargetPrediction等数据库预测山柰酚和二甲双胍的作用靶点,并与GeneCards、DrugBank和OpenTargets数据库中结直肠癌相关靶点进行交集分析.基于STRING数据库生成蛋白质互作网络,筛选出关键靶点.进一步进行基因本体论及京都基因与基因组百科全书通路富集分析.最后,通过分子对接和分子动力学模拟验证药物与靶点的结合特性,并利用UALCAN分析核心靶点在结直肠癌组织中的表达差异及其与临床分期和淋巴结转移的相关性.结果 共筛选出65个山柰酚和二甲双胍治疗结直肠癌的潜在共同作用靶点,包括AKT1、ESR1、EGFR、SRC、MMP9、PTGS2、NFKB1、CXCR4、GSK3B和SIRT1等关键靶点,基因本体论富集分析显示其主要参与氧化应激和化学刺激反应,京都基因与基因组百科全书通路富集分析表明其主要涉及PI3K-Akt[信号]通路.分子对接和动力学模拟结果表明,山柰酚和二甲双胍与MMP9、SIRT1、ESR1等靶点具有较强的结合能力.UALCAN分析显示,PTGS2、GSK3B、MMP9在结直肠癌组织中高表达,ESR1低表达,并与临床分期及淋巴结转移状态密切相关.结论 山柰酚和二甲双胍或协同调控MMP9、SIRT1、ESR1等多个关键靶点及PI3K-Akt[信号]通路,提示其具备抗结直肠癌的潜在协同效应,可为多靶点联合干预结直肠癌及药食同源成分联用研究提供理论参考.

Objective To explore the multi-target synergistic mechanism of Kaempferol combined with met-formin in the treatment of colorectal cancer using network pharmacology,molecular docking,and bioinformat-ics methods,providing a theoretical basis for the discovery of drug combinations with multi-target synergy.Methods The potential targets of Kaempferol and metformin were predicted using databases such as Pub-Chem,SuperPred,and SwissTargetPrediction.These were then intersected with colorectal cancer-related tar-gets obtained from GeneCards,DrugBank and OpenTargets databases.A Protein-Protein Interaction network was constructed using the STRING database to identify key targets.Subsequently,Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were performed.Finally,molecular docking and molecular dynamics simulations were conducted to validate the binding characteristics between the drugs and their targets.The UALCAN database was used to analyze the expression differences of core targets in colorectal cancer tissues and their correlation with clinical stages and lymph node metastasis status.Results A total of 65 potential common therapeutic targets of Kaempferol and metformin in treating colorectal cancer were identified,including key targets such as AKT1,ESR1,EGFR,SRC,MMP9,PTGS2,NFKB1,CX-CR4,GSK3B and SIRT1.GO enrichment analysis revealed that these targets were mainly involved in biological processes such as oxidative stress response and cellular response to chemical stress.KEGG pathway enrich-ment analysis indicated its significant involvement in the PI3K-Akt pathway.Molecular docking and dynam-ics simulations demonstrated strong binding affinities between Kaempferol/metformin and targets such as MMP9,SIRT1 and ESR1.UALCAN showed PTGS2,GSK3B and MMP9 were up-regulated and ESR1 was down-regulated in colorectal cancer,correlating with stage and nodal metastasis.Conclusion Kaempferol and metformin may synergistically modulate multiple key targets,including MMP9,SIRT1,and ESR1,as well as the PI3K-Akt pathway,suggesting their potential synergistic effects against colorectal cancer and offering a theoretical reference for multi-target combination interventions in colorectal cancer and for the combined ap-plication of medicine-food homologixl components.

徐明丽;郑卿勇;许建国;徐彩花;周泳佳;崔雅婷;朱永红;张馨

甘肃卫生职业学院,甘肃 兰州 730000兰州大学 基础医学院 循证医学中心,甘肃 兰州 730000兰州大学 基础医学院 循证医学中心,甘肃 兰州 730000兰州大学 基础医学院 循证医学中心,甘肃 兰州 730000兰州大学 基础医学院 循证医学中心,甘肃 兰州 730000兰州大学 基础医学院 循证医学中心,甘肃 兰州 730000甘肃药业集团科技创新研究院有限公司,甘肃 兰州 730000甘肃卫生职业学院,甘肃 兰州 730000||兰州大学 基础医学院 循证医学中心,甘肃 兰州 730000

医药卫生

结直肠癌药食同源山柰酚二甲双胍网络药理学分子动力学模拟基质金属蛋白酶-9PI3K-Akt[信号]通路

colorectal cancermedicinal-food homologyKaempferolmetforminnetwork pharmacologymo-lecular dynamics simulationmatrix metalloproteinase-9PI3K-Akt pathway

《兰州大学学报(医学版)》 2026 (4)

26-33,8

甘肃省科技重大专项-社会发展领域(24ZD17FA003)甘肃省高校教师创新基金项目(2025A-402)

10.13885/j.issn.2097-681X.M20250941

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