首页|期刊导航|山西医科大学学报|生物信息学分析丁酸盐调控肝细胞癌细胞周期的作用机制

生物信息学分析丁酸盐调控肝细胞癌细胞周期的作用机制OA

Mechanism of butyrate regulating cell cycle of hepatocellular carcinoma cells based on bioinformatics

中文摘要英文摘要

目的 基于生物信息学分析丁酸盐与肝细胞癌(HCC)细胞周期调控基因的潜在关联,探讨丁酸盐抗HCC的机制.方法 采用CCK-8法检测丁酸盐对HCC细胞增殖的抑制效果,明确其体外抗癌活性.基于UCSC Xena数据库筛选HCC组织与正常肝组织间的差异表达基因(DEGs),进一步通过生存分析、WGCNA分析鉴定出与HCC组织表型显著正相关的关键基因集;利用CTD数据库检索与丁酸盐存在相互作用的基因,并与HCC组织表型显著正相关的关键基因集进行交集分析,筛选出潜在的重叠基因;利用TCGA数据库和THPA网站分析HCC组织和癌旁组织中BIRC5、CDC20、KIF20A和CDK1蛋白的表达差异;利用ONCOLNC数据库分析BIRC5、CDC20、KIF20A和CDK1蛋白与HCC患者生存期的关联;利用STRING数据库结果分析BIRC5、CDC20、KIF20A和CDK1蛋白之间的相互作用.结果 CCK-8法结果显示,丁酸盐对HCC细胞生长具有剂量依赖性抑制作用(P<0.05).生物信息学分析表明,与癌旁组织相比,HCC组织中存在1 604个上调基因和2 049个下调基因(P<0.05);WGCNA分析表明,青色模块基因与HCC组织表型呈正相关(P<0.05).韦恩图交集分析显示,青色模块特征基因与CTD数据库中注释的丁酸盐相关基因存在交集,最终筛选获得4个核心基因:BIRC5、CDC20、KIF20A及CDK1;TCGA数据库和THPA网站结果显示,BIRC5、CDC20、KIF20A和CDK1蛋白在HCC组织中高表达(P<0.05).与上述基因低表达的患者相比,高表达的HCC患者生存期短(P<0.05).STRING数据库结果显示,BIRC5、CDC20、KIF20A和CDK1蛋白存在相互作用.结论 丁酸盐可能通过调控BIRC5、CDC20、KIF20A、CDK1基因网络干扰HCC细胞周期、抑制癌细胞增殖,为丁酸盐用于HCC临床治疗提供了潜在分子靶点.

Objective To investigate the potential association between butyrate and cell cycle regulatory genes of hepatocellular carcinoma(HCC)based on bioinformatics,and explore the effect and mechanism of butyrate against HCC.Methods CCK-8 assay was used to detect the inhibitory effect of butyrate on the proliferation of HCC cells and verify its in vitro anti-tumor activity.Differentially expressed genes(DEGs)between HCC tissues and normal liver tissues were screened based on the UCSC Xena database.Key gene sets signifi-cantly positively correlated with HCC phenotypic traits were further identified by survival analysis and weighted gene co-expression network analysis(WGCNA).Genes interacting with butyrate were retrieved from CTD database,and intersected with the key gene sets posi-tively correlated with HCC phenotypes to screen potential overlapping genes.The expression differences of BIRC5,CDC20,KIF20A and CDK1 proteins between HCC tissues and adjacent non-cancerous tissues were analyzed using TCGA database and THPA website.The correlations of the above four proteins with the survival time of HCC patients were analyzed via the ONCOLNC database.The protein interaction relationships among BIRC5,CDC20,KIF20A and CDK1 were analyzed based on the STRING database.Results CCK-8 assay results showed that butyrate inhibited the growth of HCC cells in a dose-dependent manner(P<0.05).Bioinformatics analysis identified 1 604 up-regulated genes and 2 049 down-regulated genes in HCC tissues compared with adjacent non-cancerous tissues(P<0.05).WGCNA revealed that genes in the turquoise module were significantly positively correlated with HCC tissue phenotypes(P<0.05).Venn intersection analysis showed an overlap between turquoise module signature genes and butyrate-related genes annotated in the CTD database,and four core genes were finally screened out:BIRC5,CDC20,KIF20A and CDK1.The results from TCGA database and THPA website confirmed that BIRC5,CDC20,KIF20A and CDK1 were highly expressed in HCC tissues(P<0.05).HCC patients with high expression of these genes exhibited shorter survival time than those with low expression(P<0.05).STRING database analysis indicated that BIRC5,CDC20,KIF20A and CDK1 proteins interacted with each other.Conclusion Butyrate can impede HCC cell cycle progression and inhibit cancer cell proliferation by regulating the BIRC5,CDC20,KIF20A,CDK1 gene network,which provides potential molecular targets for the clinical application of butyrate in treatment of HCC.

张彤;孔睿佼;秦琴

海军军医大学第一附属医院实验诊断科,上海 200433海军军医大学第一附属医院实验诊断科,上海 200433海军军医大学第一附属医院实验诊断科,上海 200433

医药卫生

丁酸盐HCC细胞周期生物信息学CTD数据库

butyratehepatocellular carcinomacell cyclebioinformaticsComparative Toxicogenomics Database

《山西医科大学学报》 2026 (7)

733-739,7

海军军医大学第一附属医院基础医学研究专项(2023QD09)

10.13753/j.issn.1007-6611.2026.07.001

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