• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

基于网络药理学与体外实验整合分析验证雷公藤红素通过铁死亡途径抗肝癌的作用机制

Integrating Network Pharmacology with in vitro Experiments to Validate the Efficacy of Celastrol Against Hepatocellular Carcinoma Through Ferroptosis.

机构信息

School of Basic Medicine, Ningxia Medical University, Yinchuan, People's Republic of China.

Shanghai Health Commission Key Laboratory of Artificial Intelligence (AI)-Based Management of Inflammation and Chronic Diseases, Shanghai Pudong Gongli Hospital, Shanghai, People's Republic of China.

出版信息

Drug Des Devel Ther. 2024 Jul 22;18:3121-3141. doi: 10.2147/DDDT.S450324. eCollection 2024.

DOI:10.2147/DDDT.S450324
PMID:39071814
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11278150/
Abstract

BACKGROUND

As a traditional Chinese medicine monomer derived from Tripterygium wilfordii Hook.f. with potential anticancer activity, celastrol can induce ferroptosis in hepatic stellate cells and inhibit their activation to alleviate liver fibrosis. Activation of ferroptosis can effectively inhibit Hepatocellular carcinoma (HCC). Whether celastrol inhibits HCC by inducing ferroptosis remains to be studied.

PURPOSE

To explore the potential targets of celastrol against HCC through ferroptosis based on network pharmacology and to verify the anticancer effect of celastrol on HepG2 cells.

METHODS

We collected celastrol targets, HCC, and ferroptosis-related genes through online databases, and got their intersection targets. Subsequently, we obtained a protein-protein interaction (PPI) network, and performed gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis to gain key genes for further study. They were verified in vitro and were performed molecular docking. The changes in cell proliferation and ferroptosis characteristics of HepG2 cells after celastrol treatment were detected.

RESULTS

31 core target genes were screened for PPI network and enrichment analysis. The most significantly related KEGG pathway was chemical carcinogenesis-reactive oxygen species. The mRNA and protein levels of GSTM1 were significantly decreased after celastrol treatment. Molecular docking demonstrated the interaction between celastrol and GSTM1. Ferroptosis was induced and cell proliferation was inhibited by celastrol in HCC cells.

CONCLUSION

Celastrol induces ferroptosis in HCC via regulating GSTM1 expression and may serve as a novel therapeutic compound with clinical potential in HCC treatment.

摘要

背景

雷公藤红素是从雷公藤中提取的一种具有潜在抗癌活性的中药单体,它可以诱导肝星状细胞发生铁死亡,从而抑制其活化,减轻肝纤维化。铁死亡的激活可以有效抑制肝癌(HCC)。雷公藤红素是否通过诱导铁死亡抑制 HCC 仍有待研究。

目的

基于网络药理学探讨雷公藤红素通过铁死亡抑制 HCC 的潜在靶点,并验证雷公藤红素对 HepG2 细胞的抗癌作用。

方法

我们通过在线数据库收集雷公藤红素靶点、HCC 和铁死亡相关基因,并获得它们的交集靶点。随后,我们构建了一个蛋白质-蛋白质相互作用(PPI)网络,并进行了基因本体(GO)和京都基因与基因组百科全书(KEGG)通路富集分析,以获得进一步研究的关键基因。我们在体外进行了验证,并进行了分子对接。检测了雷公藤红素处理后 HepG2 细胞增殖和铁死亡特征的变化。

结果

从 PPI 网络和富集分析中筛选出 31 个核心靶基因。与疾病最相关的 KEGG 通路是化学致癌作用-活性氧。雷公藤红素处理后 GSTM1 的 mRNA 和蛋白水平明显降低。分子对接表明雷公藤红素与 GSTM1 相互作用。雷公藤红素在 HCC 细胞中诱导铁死亡并抑制细胞增殖。

结论

雷公藤红素通过调节 GSTM1 的表达诱导 HCC 发生铁死亡,可能成为 HCC 治疗中具有临床潜力的新型治疗化合物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/a3468dfeef74/DDDT-18-3121-g0012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/622e922910a1/DDDT-18-3121-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/7e0320369b44/DDDT-18-3121-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/c046d365cf40/DDDT-18-3121-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/d20313908f95/DDDT-18-3121-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/309915f653a7/DDDT-18-3121-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/c6ec4ca26f19/DDDT-18-3121-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/3174a7bbcf94/DDDT-18-3121-g0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/d0beaf7407a0/DDDT-18-3121-g0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/5f7e782d1f8f/DDDT-18-3121-g0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/ad36ccf6e901/DDDT-18-3121-g0010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/42cf705be2bc/DDDT-18-3121-g0011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/a3468dfeef74/DDDT-18-3121-g0012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/622e922910a1/DDDT-18-3121-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/7e0320369b44/DDDT-18-3121-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/c046d365cf40/DDDT-18-3121-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/d20313908f95/DDDT-18-3121-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/309915f653a7/DDDT-18-3121-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/c6ec4ca26f19/DDDT-18-3121-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/3174a7bbcf94/DDDT-18-3121-g0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/d0beaf7407a0/DDDT-18-3121-g0008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/5f7e782d1f8f/DDDT-18-3121-g0009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/ad36ccf6e901/DDDT-18-3121-g0010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/42cf705be2bc/DDDT-18-3121-g0011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d457/11278150/a3468dfeef74/DDDT-18-3121-g0012.jpg

相似文献

1
Integrating Network Pharmacology with in vitro Experiments to Validate the Efficacy of Celastrol Against Hepatocellular Carcinoma Through Ferroptosis.基于网络药理学与体外实验整合分析验证雷公藤红素通过铁死亡途径抗肝癌的作用机制
Drug Des Devel Ther. 2024 Jul 22;18:3121-3141. doi: 10.2147/DDDT.S450324. eCollection 2024.
2
Integrating Network Pharmacology and Experimental Validation to Decipher the Mechanism of Action of - Herb Pair in Treating Hepatocellular Carcinoma.整合网络药理学与实验验证解析 - 药对治疗肝癌作用机制
Drug Des Devel Ther. 2024 Jun 11;18:2169-2187. doi: 10.2147/DDDT.S459593. eCollection 2024.
3
A systematic approach to decode the mechanism of Cornus in the treatment of hepatocellular carcinoma (HCC).一种解码山茱萸治疗肝细胞癌(HCC)机制的系统方法。
Eur J Pharmacol. 2021 Oct 15;909:174405. doi: 10.1016/j.ejphar.2021.174405. Epub 2021 Aug 9.
4
Mechanism of emodin in treating hepatitis B virus-associated hepatocellular carcinoma: network pharmacology and cell experiments.大黄素治疗乙型肝炎病毒相关性肝细胞癌的作用机制:网络药理学和细胞实验。
Front Cell Infect Microbiol. 2024 Sep 13;14:1458913. doi: 10.3389/fcimb.2024.1458913. eCollection 2024.
5
Identification of the molecular targets and mechanisms of compound mylabris capsules for hepatocellular carcinoma treatment through network pharmacology and bioinformatics analysis.通过网络药理学和生物信息学分析鉴定复方土鳖虫胶囊治疗肝癌的分子靶标和作用机制。
J Ethnopharmacol. 2021 Aug 10;276:114174. doi: 10.1016/j.jep.2021.114174. Epub 2021 Apr 29.
6
Integrating network pharmacology, bioinformatics, and experimental validation to unveil the molecular targets and mechanisms of galangin for treating hepatocellular carcinoma.综合网络药理学、生物信息学和实验验证,揭示姜黄素治疗肝癌的分子靶点和作用机制。
BMC Complement Med Ther. 2024 May 30;24(1):208. doi: 10.1186/s12906-024-04518-x.
7
Exploring the effect of Gupi Xiaoji Prescription on hepatitis B virus-related liver cancer through network pharmacology and in vitro experiments.探讨骨皮消积方通过网络药理学和体外实验对乙型肝炎病毒相关肝癌的作用。
Biomed Pharmacother. 2021 Jul;139:111612. doi: 10.1016/j.biopha.2021.111612. Epub 2021 Apr 26.
8
A Strategy based on Bioinformatics and Machine Learning Algorithms Reveals Potential Mechanisms of Shelian Capsule against Hepatocellular Carcinoma.基于生物信息学和机器学习算法的策略揭示了蛇莲胶囊治疗肝癌的潜在机制。
Curr Pharm Des. 2024;30(5):377-405. doi: 10.2174/0113816128284465240108071554.
9
and verification of the mechanism of formononetin in treating hepatocellular carcinoma.并验证芒柄花黄素治疗肝细胞癌的机制。
Ann Med. 2024 Dec;56(1):2404550. doi: 10.1080/07853890.2024.2404550. Epub 2024 Sep 20.
10
Revealing the potential mechanism of Astragalus membranaceus improving prognosis of hepatocellular carcinoma by combining transcriptomics and network pharmacology.揭示黄芪通过转录组学和网络药理学改善肝细胞癌预后的潜在机制。
BMC Complement Med Ther. 2021 Oct 18;21(1):263. doi: 10.1186/s12906-021-03425-9.

引用本文的文献

1
Decoding the hepatic fibrosis-hepatocellular carcinoma axis: from mechanisms to therapeutic opportunities.解读肝纤维化-肝细胞癌轴:从机制到治疗机遇
Hepatol Int. 2025 Jul 1. doi: 10.1007/s12072-025-10838-y.
2
Network Pharmacology and Experimental Evidence Identify the Mechanism of Astragaloside IV against Henoch-Schönlein Purpura Nephritis.网络药理学与实验证据揭示黄芪甲苷治疗过敏性紫癜性肾炎的作用机制
Cell Biochem Biophys. 2025 Jun 16. doi: 10.1007/s12013-025-01804-4.
3
Willd. ex Schltdl. Mitigates Liver Injury via KEAP1-NFE2L2-Mediated Ferroptosis Regulation: Network Pharmacology and Experimental Validation.

本文引用的文献

1
Ferroptosis inhibitors reduce celastrol toxicity and preserve its insulin sensitizing effects in insulin resistant HepG2 cells.铁死亡抑制剂降低了雷公藤红素在胰岛素抵抗 HepG2 细胞中的毒性,并保留了其胰岛素增敏作用。
J Integr Med. 2024 May;22(3):286-294. doi: 10.1016/j.joim.2024.03.007. Epub 2024 Mar 16.
2
Celastrol inhibits oligodendrocyte and neuron ferroptosis to promote spinal cord injury recovery.雷公藤红素抑制少突胶质细胞和神经元铁死亡,促进脊髓损伤恢复。
Phytomedicine. 2024 Jun;128:155380. doi: 10.1016/j.phymed.2024.155380. Epub 2024 Jan 20.
3
Carrier-free self-assembled nanomedicine based on celastrol and galactose for targeting therapy of hepatocellular carcinoma via inducing ferroptosis.
威尔德(Willd. ex Schltdl.)通过KEAP1-NFE2L2介导的铁死亡调节减轻肝损伤:网络药理学与实验验证
Vet Sci. 2025 Apr 9;12(4):350. doi: 10.3390/vetsci12040350.
基于雷公藤红素和半乳糖的无载体自组装纳米药物通过诱导铁死亡靶向治疗肝细胞癌。
Eur J Med Chem. 2024 Mar 5;267:116183. doi: 10.1016/j.ejmech.2024.116183. Epub 2024 Feb 5.
4
Mechanistic engineering of celastrol liposomes induces ferroptosis and apoptosis by directly targeting VDAC2 in hepatocellular carcinoma.雷公藤红素脂质体的机制工程通过直接靶向肝细胞癌中的VDAC2诱导铁死亡和凋亡。
Asian J Pharm Sci. 2023 Nov;18(6):100874. doi: 10.1016/j.ajps.2023.100874. Epub 2023 Nov 30.
5
Celastrol alleviated acute kidney injury by inhibition of ferroptosis through Nrf2/GPX4 pathway.雷公藤红素通过 Nrf2/GPX4 通路抑制铁死亡缓解急性肾损伤。
Biomed Pharmacother. 2023 Oct;166:115333. doi: 10.1016/j.biopha.2023.115333. Epub 2023 Aug 18.
6
Celastrol confers ferroptosis resistance via AKT/GSK3β signaling in high-fat diet-induced cardiac injury.雷公藤红素通过 AKT/GSK3β 信号通路在高脂饮食诱导的心脏损伤中赋予铁死亡抗性。
Free Radic Biol Med. 2023 May 1;200:36-46. doi: 10.1016/j.freeradbiomed.2023.03.004. Epub 2023 Mar 9.
7
An ultrasensitive GSH-specific fluorescent probe unveils celastrol-induced ccRCC ferroptosis.一种超灵敏的谷胱甘肽特异性荧光探针揭示了雷公藤红素诱导的ccRCC铁死亡。
Bioorg Chem. 2023 May;134:106454. doi: 10.1016/j.bioorg.2023.106454. Epub 2023 Mar 4.
8
Discovery and ranking of the most robust prognostic biomarkers in serous ovarian cancer.发现和评估浆液性卵巢癌中最稳健的预后生物标志物。
Geroscience. 2023 Jun;45(3):1889-1898. doi: 10.1007/s11357-023-00742-4. Epub 2023 Mar 1.
9
UniProt: the Universal Protein Knowledgebase in 2023.UniProt:2023 年的通用蛋白质知识库。
Nucleic Acids Res. 2023 Jan 6;51(D1):D523-D531. doi: 10.1093/nar/gkac1052.
10
The STRING database in 2023: protein-protein association networks and functional enrichment analyses for any sequenced genome of interest.2023 年的 STRING 数据库:针对任何感兴趣的测序基因组的蛋白质-蛋白质关联网络和功能富集分析。
Nucleic Acids Res. 2023 Jan 6;51(D1):D638-D646. doi: 10.1093/nar/gkac1000.