Suppr超能文献

基于免疫浸润和铁死亡转录组分析开发胃癌替代草药疗法

Development of alternative herbals remedy for gastric cancer based on transcriptomic analysis of immune infiltration and ferroptosis.

作者信息

Li Mingyue, Tao Jie, Qian Rui, Jiang Feng, Song Yinzhi, Zeng Zhicong, Cai Changlong

机构信息

Department of Pharmacy, Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China.

Department of Cardiology, Shenzhen Bao'an Chinese Medicine Hospital, Guangzhou University of Chinese Medicine, Shenzhen, Guangdong, China.

出版信息

Front Genet. 2023 Mar 3;14:1086368. doi: 10.3389/fgene.2023.1086368. eCollection 2023.

Abstract

Screening out potential herbal medicines and herbal ingredients for the treatment of gastric cancer based on transcriptomic analysis of immune infiltration and ferroptosis. Gene expression profiles of gastric tumour tissues and normal tissue samples were obtained from the GEO database and the samples were analysed for immune cell infiltration condition and differential expressed genes of ferroptosis. Key genes were screened by protein-protein interaction (PPI) and enrichment analysis, and molecular docking was used to predict and preliminary validate potential herbal and traditional Chinese medicine components for gastric cancer based on the key genes. Finally, RT-QPCR was used to validate the prediction results. Immune cell infiltration analysis revealed high levels of infiltration of activated CD4 memory T cells, monocytes, M0 macrophages in gastric tumor tissues, while plasma cells and resting mast cells had higher levels of infiltration in the paraneoplastic tissues. Differential gene expression analysis identified 1,012 upregulated genes and 880 downregulated genes, of which 84 immune related differentially expressed genes such as CTSB, PGF and PLAU and 10 ferroptosis-related differentially expressed genes such as HSF1, NOX4 and NF2 were highly expressed in gastric cancer tissues. The results of enrichment analysis showed that they mainly involve 343 biological processes such as extracellular matrix organization and extracellular structural organization; 37 cellular components such as complexes of collagen trimer and basement membrane; 35 molecular functions such as signal receptor activator activity and receptor ligand activity; 19 regulatory pathways such as cytokine-cytokine receptor interactions and retinol metabolism. Finally, two key genes, TLR4 and KRAS, were selected and 12 herbal medicines such as and 27 herbal ingredients such as resveratrol, salvianolic acid b were predicted on the basis of key genes. Molecular docking results showed that KRAS binds tightly to coumarin and magnolol, while TLR4 can bind tightly to resveratrol, curcumin, salvianolic acid b, shikonin. Subsequently, the effect of resveratrol and magnolol was experimentally verified. Herbal medicines such as and herbal ingredients such as resveratrol, curcumin, salvianolic acid b may provide research directions and alternative therapeutic approaches for immunomodulation of TME and ferroptosis of tumour cells in gastric cancer.

摘要

基于免疫浸润和铁死亡的转录组分析筛选治疗胃癌的潜在草药和草药成分。从GEO数据库获取胃肿瘤组织和正常组织样本的基因表达谱,并对样本进行免疫细胞浸润情况和铁死亡差异表达基因分析。通过蛋白质-蛋白质相互作用(PPI)和富集分析筛选关键基因,并基于关键基因利用分子对接预测和初步验证胃癌潜在草药和中药成分。最后,采用RT-QPCR验证预测结果。免疫细胞浸润分析显示,胃肿瘤组织中活化的CD4记忆T细胞、单核细胞、M0巨噬细胞浸润水平较高,而浆细胞和静息肥大细胞在癌旁组织中的浸润水平较高。差异基因表达分析鉴定出1012个上调基因和880个下调基因,其中CTSB、PGF和PLAU等84个免疫相关差异表达基因以及HSF1、NOX4和NF2等10个铁死亡相关差异表达基因在胃癌组织中高表达。富集分析结果表明,它们主要涉及细胞外基质组织和细胞外结构组织等343个生物学过程;胶原三聚体和基底膜复合物等37个细胞成分;信号受体激活剂活性和受体配体活性等35个分子功能;细胞因子-细胞因子受体相互作用和视黄醇代谢等19个调控途径。最后,选择了TLR4和KRAS两个关键基因,并基于关键基因预测了如[未提及具体草药名称]等12种草药以及白藜芦醇、丹酚酸b等27种草药成分。分子对接结果显示,KRAS与香豆素和厚朴酚紧密结合,而TLR4可与白藜芦醇、姜黄素、丹酚酸b、紫草素紧密结合。随后,通过实验验证了白藜芦醇和厚朴酚的作用。如[未提及具体草药名称]等草药以及白藜芦醇、姜黄素、丹酚酸b等草药成分可能为胃癌中肿瘤微环境的免疫调节和肿瘤细胞的铁死亡提供研究方向和替代治疗方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2465/10020191/0e303801bcd6/fgene-14-1086368-g001.jpg

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