基于网络药理学和分子对接的甘菊素治疗结肠癌的机制

IF 2 4区 医学 Q3 GENETICS & HEREDITY Lifestyle Genomics Pub Date : 2023-01-01 Epub Date: 2022-09-30 DOI:10.1159/000527124
Tao Xiang, Weibiao Jin
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引用次数: 0

摘要

介绍:结肠癌在全球的发病率居高不下。结肠癌的早期诊断具有挑战性。此外,结肠癌患者的预后往往很差:方法:根据 TCGA-COAD 数据集筛选获得结肠癌中的差异表达基因(DEGs)。将 DEGs 输入连接图(CMap)数据库,筛选出有可能逆转结肠癌病理功能的小分子化合物。在筛选出的小分子化合物中,甘氨肽排名第一。我们从中药系统药理学数据库和分析平台(TCMSP)中下载了甘桔素的主要靶点,并利用检索相互作用基因/蛋白的搜索工具(STRING)构建了与靶点密切相关的蛋白-蛋白相互作用(PPI)网络。确定了甘草亭治疗结肠癌的五个潜在靶点(CCNA2、ESR1、ESR2、MAPK14 和 PTGS2)。这些靶点被用作种子,用于 PPI 网络的随机行走与重启(RWR)分析。然后,根据亲和系数排名前 50 位的基因构建了甘氨酸-结肠癌相关基因的相互作用网络。对甘氨酸在结肠癌治疗中的潜在靶向基因以及与靶点紧密结合的基因进行了基因本体(GO)和京都基因组百科全书(KEGG)富集分析:GO分析表明,这些基因的富集主要体现在成纤维细胞增殖调控、对氧水平的反应和上皮细胞增殖等生物学功能方面。KEGG分析结果表明,这些基因主要参与的信号通路包括丝裂原活化蛋白激酶信号通路、磷脂酰肌醇-3-激酶-Akt信号通路和p53信号通路。最后,通过分子对接验证了甘草亭与结肠癌五个潜在靶点的稳定结合:本研究在网络药理学的基础上阐明了甘草亭的关键靶点和主要通路,初步分析了甘草亭治疗结肠癌的分子机制。为甘草亭在结肠癌治疗中的应用提供了科学依据。
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Mechanism of Glycitein in the Treatment of Colon Cancer Based on Network Pharmacology and Molecular Docking.

Introduction: The prevalence of colon cancer remains high across the world. The early diagnosis of colon cancer is challenging. Moreover, patients with colon cancer frequently suffer from poor prognoses.

Methods: Differentially expressed genes (DEGs) in colon cancer were acquired based on TCGA-COAD dataset screening. DEGs were input into the Connectivity Map (CMap) database to screen small molecule compounds with the potential to reverse colon cancer pathological function. Glycitein ranked first among the screened small-molecule compounds. We downloaded the main targets of glycitein from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP) database and constructed protein-protein interaction (PPI) networks of those which were closely related to targets by the Search Tool for the Retrieval of Interaction Gene/Proteins (STRING). Five potential targets of glycitein for treating colon cancer were identified (CCNA2, ESR1, ESR2, MAPK14, and PTGS2). These targets were used as seeds for random walk with restart (RWR) analysis of PPI networks. Then, the interaction network of glycitein-colon cancer-related genes was constructed based on the top 50 genes in affinity coefficients. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were conducted on the potential genes targeted by glycitein in colon cancer treatment and those that were closely bound up with targets.

Results: GO analysis demonstrated that the enrichment of these genes was primarily discovered in biological functions including regulation of fibroblast proliferation, response to oxygen levels, and epithelial cell proliferation. The KEGG analysis results illustrated that the signaling pathways where these genes were mostly involved consisted of the mitogen-activated protein kinase signaling pathway, the phosphatidylinositol-3-kinase-Akt signaling pathway, and the p53 signaling pathway. Finally, stable binding of glycitein to five potential targets in colon cancer was verified by molecular docking.

Conclusion: This study elucidated the key targets and main pathways of glycitein on the basis of network pharmacology and preliminarily analyzed molecular mechanisms in the treatment of colon cancer. A scientific basis is provided for glycitein application in treating colon cancer.

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来源期刊
Lifestyle Genomics
Lifestyle Genomics Agricultural and Biological Sciences-Food Science
CiteScore
4.00
自引率
7.70%
发文量
11
审稿时长
28 weeks
期刊介绍: Lifestyle Genomics aims to provide a forum for highlighting new advances in the broad area of lifestyle-gene interactions and their influence on health and disease. The journal welcomes novel contributions that investigate how genetics may influence a person’s response to lifestyle factors, such as diet and nutrition, natural health products, physical activity, and sleep, amongst others. Additionally, contributions examining how lifestyle factors influence the expression/abundance of genes, proteins and metabolites in cell and animal models as well as in humans are also of interest. The journal will publish high-quality original research papers, brief research communications, reviews outlining timely advances in the field, and brief research methods pertaining to lifestyle genomics. It will also include a unique section under the heading “Market Place” presenting articles of companies active in the area of lifestyle genomics. Research articles will undergo rigorous scientific as well as statistical/bioinformatic review to ensure excellence.
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