In-silico analysis reveals the core targets and mechanisms of CA028, a new derivative of calycosin, in the treatment of colorectal cancer

IF 6.9 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Intelligent medicine Pub Date : 2022-08-01 DOI:10.1016/j.imed.2022.03.002
Feiying Yin , Xing Zhang , Yu Li , Xiao Liang , Rong Li , Jian Chen
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Abstract

Background

Colorectal cancer (CRC) is a type of malignant gastroenteric tumors associated with a high mortality rate worldwide. Calycosin, a natural phytoestrogen, possesses potent anti-cancer properties. We structurally modified calycosin to improve its physicochemical properties, and generated a novel small molecule termed CA028.

Methods

By using network pharmacology, followed by gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis and molecular docking, we aimed to predict and disclose the biological functions and mechanism of CA028 in the treatment of CRC through bioinformatic analyses.

Results

By searching the online Swiss Target Prediction and TargetNet databases, we identified 150 genes shared by CA028 and CRC. Using the Search Tool for the Retrieval of Interacting Genes (STRING) database and Cytoscape software, we identified 14 hub-functional genes, namely the FYN proto-oncogene, a Src family tyrosine kinase (FYN), mitogen-activated protein kinase 1 (MAPK1), MAPK8, MAPK14, Rac family small GTPase 1 (RAC1), epidermal growth factor receptor (EGFR), protein tyrosine kinase 2 (PTK2), sphingosine-1-phosphate receptor 1 (S1PR1), S1PR2, Janus kinase 1 (JAK1), JAK2, the RELA proto-oncogene NF-κB subunit (RELA), bradykinin receptor B1 (BDKRB1), and BDKRB2. Additionally, biological docking analysis using the Autodock Vina software revealed that FYN and MAPK1 were the main pharmacological proteins of CA028 against CRC. The gene ontology analysis using R-language packages further revealed the anti-CRC functions of CA028, including biological processes, cell components, and molecular pathways.

Conclusion

CA028 exhibits effective pharmacological activity against CRC by suppressing the proliferation of CRC cells and improving the tumor microenvironment. Importantly, certain predicted genes (e.g., FYN and MAPK1) may be the pharmacological targets of CA028 in the treatment of CRC.

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硅晶分析揭示了毛蕊异黄酮新衍生物CA028治疗结直肠癌的核心靶点和机制
结直肠癌(colorectal cancer, CRC)是一种在世界范围内具有高死亡率的胃肠道恶性肿瘤。毛蕊花素是一种天然的植物雌激素,具有有效的抗癌特性。我们对毛蕊异黄酮进行结构修饰,改善其理化性质,生成了一种新的小分子,命名为CA028。方法采用网络药理学方法,结合基因本体和京都基因基因组百科全书富集分析和分子对接,通过生物信息学分析,预测和揭示CA028治疗结直肠癌的生物学功能和机制。结果通过检索在线Swiss Target Prediction和TargetNet数据库,我们鉴定出CA028和CRC共有的150个基因。利用相互作用基因检索工具(STRING)数据库和Cytoscape软件,我们鉴定出14个中心功能基因,分别是FYN原癌基因、Src家族酪氨酸激酶(FYN)、丝裂原活化蛋白激酶1 (MAPK1)、MAPK8、MAPK14、Rac家族小GTPase 1 (RAC1)、表皮生长因子受体(EGFR)、蛋白酪氨酸激酶2 (PTK2)、鞘鞘醇-1-磷酸受体1 (S1PR1)、S1PR2、Janus激酶1 (JAK1)、JAK2、RELA原癌基因NF-κB亚基(RELA)、缓激素受体B1 (BDKRB1)和BDKRB2。此外,利用Autodock Vina软件进行生物对接分析,发现FYN和MAPK1是CA028抗CRC的主要药理蛋白。利用r语言包进行基因本体分析,进一步揭示CA028的抗crc功能,包括生物过程、细胞组分和分子途径。结论ca028可抑制结直肠癌细胞增殖,改善肿瘤微环境,具有良好的抗结直肠癌药理活性。重要的是,某些预测基因(如FYN和MAPK1)可能是CA028治疗结直肠癌的药理学靶点。
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来源期刊
Intelligent medicine
Intelligent medicine Surgery, Radiology and Imaging, Artificial Intelligence, Biomedical Engineering
CiteScore
5.20
自引率
0.00%
发文量
19
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