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网络药理学方法结合加权基因共表达网络分析确定CDKN2A是肠胃清抗结直肠癌的关键靶点。

Network pharmacological approach combined with weighted gene co-expression network analysis identifies CDKN2A as the keg target of Changweiqing against colorectal cancer.

作者信息

Zushuai Ma, Yanrong Ji, Chengdu Zhao, Xu Zhu, Qianshan Ding

机构信息

Department of Gastroenterology, Renmin Hospital of Wuhan University, Zhongxiang, Hubei, 431900, China.

Department of Gastroenterology, Zhongxiang People's Hospital, Zhongxiang, Hubei, 431900, China.

出版信息

Hereditas. 2025 Mar 10;162(1):33. doi: 10.1186/s41065-025-00405-8.

Abstract

BACKGROUND AND OBJECTIVE

Changweiqing (CWQ) is a Chinese herbal formula for the treatment of the gastrointestinal tract diseases, but its role in the treatment of colorectal cancer (CRC) has not been clarified. This study aimed to explore the molecular mechanism of CWQ in CRC treatment through bioinformatics analysis and network pharmacology.

METHODS

Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform and SwissTargetPrediction database were used to collect the bioactive components of CWQ. The databases including DisgeNET, GeneCards, MalaCards, Online Mendelian Inheritance in Man and Comparative Toxicogenomics were used to obtain CRC-related targets. The Cancer Genome Atlas - colon adenocarcinoma dataset was used to obtain prognosis-related genes in CRC based on weighted gene co-expression network analysis (WGCNA). A protein-protein interaction network was constructed to screen core targets, with STRING database and Cytoscape software. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were performed using the Database for Annotation, Visualization and Integrated Discovery database. Molecular docking was performed with AutoDock Vina software. Core targets were further analyzed using Gene Expression Profiling Interactive Analysis platform, Human Protein Atlas database, University of ALabama at Birmingham CANcer data analysis Portal (UALCAN) and GeneMANIA database. In vitro experiments were further performed to investigate the effects of quercetin, one of the main components of CWQ, on CRC cells.

RESULTS

6356, 1901 and 2980 CRC-related genes were obtained from differential expression analysis, WGCNA and open access databases, respectively. CWQ contained a total of 70 bioactive ingredients, of which 64 ingredients had a total of 836 therapeutic targets. Functional enrichment analysis indicated that CWQ may be involved in regulating pathways in cancer, MAPK signaling pathway and AGE-RAGE signaling pathway, and further analysis identified 14 core targets of CWQ. These core targets were significantly correlated with cell cycle, p53 signaling pathway, FoxO signaling pathway and pathways in cancer. Among these core targets, cyclin-dependent kinase inhibitor 2 A (CDKN2A) expression was closely associated with shorter overall survival and clinical stage of CRC patients. The main bioactive ingredients of CWQ targeting CDKN2A were quercetin, luteolin, kaempferol, isorhamnetin, 7-O-methylisomucronulatol and 7-Methoxy-2-methyl isoflavone. Additionally, quercetin caused G0/G1 phase arrest and inhibited the viability of CRC cells.

CONCLUSION

The active ingredients of CWQ may play an anti-CRC role through multi-targets and multi-pathways, regulating the cell cycle and cell viability of CRC cells.

摘要

背景与目的

肠胃清(CWQ)是一种用于治疗胃肠道疾病的中药配方,但它在治疗结直肠癌(CRC)中的作用尚未明确。本研究旨在通过生物信息学分析和网络药理学探索肠胃清治疗CRC的分子机制。

方法

利用中药系统药理学数据库与分析平台以及瑞士药物靶点预测数据库收集肠胃清的生物活性成分。利用DisgeNET、基因卡片、MalaCards、人类孟德尔遗传在线和比较毒理基因组学等数据库获取CRC相关靶点。基于加权基因共表达网络分析(WGCNA),利用癌症基因组图谱 - 结肠腺癌数据集获取CRC中与预后相关的基因。使用STRING数据库和Cytoscape软件构建蛋白质 - 蛋白质相互作用网络以筛选核心靶点。利用注释、可视化与集成发现数据库进行基因本体论和京都基因与基因组百科全书富集分析。使用AutoDock Vina软件进行分子对接。使用基因表达谱交互式分析平台、人类蛋白质图谱数据库、阿拉巴马大学伯明翰分校癌症数据分析门户(UALCAN)和基因共表达网络分析数据库对核心靶点进行进一步分析。进一步开展体外实验以研究肠胃清的主要成分之一槲皮素对CRC细胞的影响。

结果

分别从差异表达分析、WGCNA和开放获取数据库中获得了6356个、1901个和2980个CRC相关基因。肠胃清共包含70种生物活性成分,其中64种成分共有836个治疗靶点。功能富集分析表明,肠胃清可能参与癌症中的调控途径、丝裂原活化蛋白激酶(MAPK)信号通路和晚期糖基化终产物受体(AGE-RAGE)信号通路,进一步分析确定了肠胃清的14个核心靶点。这些核心靶点与细胞周期、p53信号通路、叉头框蛋白O(FoxO)信号通路和癌症中的途径显著相关。在这些核心靶点中,细胞周期蛋白依赖性激酶抑制剂2A(CDKN2A)的表达与CRC患者较短的总生存期和临床分期密切相关。肠胃清靶向CDKN2A的主要生物活性成分是槲皮素、木犀草素、山奈酚、异鼠李素、7-O-甲基异鼠李素和7-甲氧基-2-甲基异黄酮。此外,槲皮素导致G0/G1期阻滞并抑制CRC细胞的活力。

结论

肠胃清的活性成分可能通过多靶点、多途径发挥抗CRC作用,调节CRC细胞的细胞周期和细胞活力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/544d/11892207/006a8f1fe19d/41065_2025_405_Fig1_HTML.jpg

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