Exploring the pharmacological effect of cardiac glycosides against hepatocellular carcinoma using network pharmacology

Yatendra Singh , Arun Kumar Jajoriya , Sanjeev Kanojiya
{"title":"Exploring the pharmacological effect of cardiac glycosides against hepatocellular carcinoma using network pharmacology","authors":"Yatendra Singh ,&nbsp;Arun Kumar Jajoriya ,&nbsp;Sanjeev Kanojiya","doi":"10.1016/j.prenap.2025.100307","DOIUrl":null,"url":null,"abstract":"<div><div>Hepatocellular carcinoma (HCC) is the most common form of liver cancer and the third leading cause of cancer-related deaths worldwide. Currently, treatment options for patients with advanced HCC remain limited. Cardiac glycosides (CGs), traditionally used for their cardiac effects, have recently garnered attention for their potential anti-cancer properties. This study aimed to explore the pharmacological effects of CGs against HCC using network pharmacology. Our previous research identified 36 CGs, of which 16 were selected for further analysis based on oral bioavailability, drug-likeness, and toxicity, and were considered active compounds. We retrieved protein targets for these active CGs and HCC-related genes from various databases. The intersection of CGs and HCC-related genes revealed 258 potential therapeutic targets for HCC treatment. The pharmacological mechanisms of CGs were investigated through enrichment analysis of Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, using the ShinyGO 0.80 bioinformatics platform. GO analysis indicated that the targets of active CGs are involved in key biological processes, such as protein phosphorylation, membrane rafts, protein kinase activity, and ATP binding. Enriched KEGG pathway analysis revealed that the therapeutic effects of CGs against HCC are associated with several critical pathways, including EGFR tyrosine kinase inhibitor resistance, glioma, ErbB signaling, MicroRNAs in cancer, hepatitis B, Rap1 signaling, Kaposi sarcoma-associated herpesvirus infection, focal adhesion, proteoglycans in cancer, MAPK signaling, Ras signaling, and PI3K-Akt signaling. This study utilized network pharmacology to identify potential biomarkers for HCC and lay a foundation for future experimental validation and development of novel anti-HCC drugs using CGs.</div></div>","PeriodicalId":101014,"journal":{"name":"Pharmacological Research - Natural Products","volume":"8 ","pages":"Article 100307"},"PeriodicalIF":0.0000,"publicationDate":"2025-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Pharmacological Research - Natural Products","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2950199725001673","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Hepatocellular carcinoma (HCC) is the most common form of liver cancer and the third leading cause of cancer-related deaths worldwide. Currently, treatment options for patients with advanced HCC remain limited. Cardiac glycosides (CGs), traditionally used for their cardiac effects, have recently garnered attention for their potential anti-cancer properties. This study aimed to explore the pharmacological effects of CGs against HCC using network pharmacology. Our previous research identified 36 CGs, of which 16 were selected for further analysis based on oral bioavailability, drug-likeness, and toxicity, and were considered active compounds. We retrieved protein targets for these active CGs and HCC-related genes from various databases. The intersection of CGs and HCC-related genes revealed 258 potential therapeutic targets for HCC treatment. The pharmacological mechanisms of CGs were investigated through enrichment analysis of Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, using the ShinyGO 0.80 bioinformatics platform. GO analysis indicated that the targets of active CGs are involved in key biological processes, such as protein phosphorylation, membrane rafts, protein kinase activity, and ATP binding. Enriched KEGG pathway analysis revealed that the therapeutic effects of CGs against HCC are associated with several critical pathways, including EGFR tyrosine kinase inhibitor resistance, glioma, ErbB signaling, MicroRNAs in cancer, hepatitis B, Rap1 signaling, Kaposi sarcoma-associated herpesvirus infection, focal adhesion, proteoglycans in cancer, MAPK signaling, Ras signaling, and PI3K-Akt signaling. This study utilized network pharmacology to identify potential biomarkers for HCC and lay a foundation for future experimental validation and development of novel anti-HCC drugs using CGs.
应用网络药理学探讨心苷类药物对肝癌的药理作用
肝细胞癌(HCC)是最常见的肝癌形式,也是全球癌症相关死亡的第三大原因。目前,晚期HCC患者的治疗选择仍然有限。心脏糖苷(CGs),传统上用于心脏作用,最近引起了人们对其潜在抗癌特性的关注。本研究旨在利用网络药理学的方法探讨CGs对HCC的药理作用。我们之前的研究确定了36种cg,其中16种被选中进行进一步的分析,基于口服生物利用度,药物相似性和毒性,并被认为是活性化合物。我们从不同的数据库中检索了这些活性cg和hcc相关基因的蛋白靶点。CGs和HCC相关基因的交集揭示了258个HCC治疗的潜在治疗靶点。利用ShinyGO 0.80生物信息学平台,通过基因本体(GO)和京都基因与基因组百科全书(KEGG)途径的富集分析,研究了CGs的药理机制。氧化石墨烯分析表明,活性CGs的靶点涉及关键的生物过程,如蛋白质磷酸化、膜筏、蛋白激酶活性和ATP结合。丰富的KEGG通路分析显示,CGs对HCC的治疗作用与几个关键通路相关,包括EGFR酪氨酸激酶抑制剂耐药、胶质瘤、ErbB信号传导、癌症中的microrna、乙型肝炎、Rap1信号传导、卡波西肉瘤相关疱疹病毒感染、局灶粘连、癌症中的蛋白聚糖、MAPK信号传导、Ras信号传导和PI3K-Akt信号传导。本研究利用网络药理学方法鉴定潜在的HCC生物标志物,为未来利用cg进行实验验证和开发新型抗HCC药物奠定基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信