Wei Wu, Guoliang Li, Lixin Chai, Yating Yin, Xin Xu, Chenlun Han, Hongyong Liu, Yi Cao, Yumiao Wang, Qunhao Guo, Wenxuan Chen, Peter Wang, Zhijian Pan
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Hub genes were extracted from the protein-protein interaction (PPI) network of DEGs, exploring their expression in the context of scRNA-seq landscapes and cell-cell communication. IRR hub DEGs were identified, and pathway and receptor-ligand pairs were analyzed at this gene level. <b>Results:</b> The analysis identified 69 DEGs in GC. Among these, 8 IRR-DEGs (SPP1, TIMP1, SERPINF1, TNFAIP6, LGALS1, LY6E, MSR1, and SELE) were closely associated with 19 types of immune cells and various lymphocytes. Of the 12 hub genes (SPP1, TIMP1, FSTL1, THY1, COL4A1, FBN1, ASPN, COL10A1, COL5A1, THBS2, LUM, and SPARC), their expression is significantly enhanced in stem cells, primarily involving communication with monocytes, and four prognostic-related genes were discovered. 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引用次数: 0
摘要
背景:胃癌的发病率和死亡率在消化系统癌症中排名第二,仅次于结直肠癌。目前治疗选择有限,胃癌的预后仍然很差。方法:从Gene Expression Omnibus (GEO)数据库下载4个大片段RNA测序(RNA-seq)数据集和2个单细胞RNA测序(scRNA-seq)数据集。首先,我们鉴定了差异表达基因(DEGs)。利用炎症反应相关DEGs交叉表(IRR-DEGs)进行富集分析。从deg的蛋白-蛋白相互作用(PPI)网络中提取Hub基因,探索其在scRNA-seq景观和细胞-细胞通讯中的表达。鉴定了IRR枢纽deg,并在该基因水平上分析了通路和受体配体对。结果:GC中鉴定出69个DEGs。其中,8个IRR-DEGs (SPP1、TIMP1、serinf1、TNFAIP6、LGALS1、LY6E、MSR1和SELE)与19种免疫细胞和各种淋巴细胞密切相关。在12个枢纽基因(SPP1、TIMP1、FSTL1、THY1、COL4A1、FBN1、ASPN、COL10A1、COL5A1、THBS2、LUM和SPARC)中,它们在干细胞中的表达显著增强,主要涉及与单核细胞的通讯,并发现了4个预后相关基因。两个IRR枢纽deg表明SPP1信号通路,特别是SPP1- cd44配体-受体对,起着关键作用。结论:我们共鉴定出18个基因,可作为未来GC靶向的生物标志物。SPP1-CD44配体-受体轴的发现不仅阐明了一种驱动肿瘤进展的新型炎症信号通路,而且为破坏癌症间质相互作用提供了潜在的治疗靶点。重要的是,这些生物标志物为开发针对GC管理中炎症-免疫轴的精确免疫疗法奠定了基础。
Revealing Potential Therapeutic Targets in Gastric Cancer through Inflammation and Protein-Protein Interaction Hub Networks.
Background: Gastric cancer (GC) ranks second in incidence and mortality among digestive system cancer, following colorectal cancer. Currently treatment options are limited, and the prognosis for GC remains poor. Methods: Four bulk RNA sequencing (RNA-seq) datasets and two single-cell RNA sequencing (scRNA-seq) datasets were downloaded from the Gene Expression Omnibus (GEO) database. Initially, we identified differentially expressed genes (DEGs). The intersection list of inflammatory response-related DEGs (IRR-DEGs) was utilized for enrichment analyses. Hub genes were extracted from the protein-protein interaction (PPI) network of DEGs, exploring their expression in the context of scRNA-seq landscapes and cell-cell communication. IRR hub DEGs were identified, and pathway and receptor-ligand pairs were analyzed at this gene level. Results: The analysis identified 69 DEGs in GC. Among these, 8 IRR-DEGs (SPP1, TIMP1, SERPINF1, TNFAIP6, LGALS1, LY6E, MSR1, and SELE) were closely associated with 19 types of immune cells and various lymphocytes. Of the 12 hub genes (SPP1, TIMP1, FSTL1, THY1, COL4A1, FBN1, ASPN, COL10A1, COL5A1, THBS2, LUM, and SPARC), their expression is significantly enhanced in stem cells, primarily involving communication with monocytes, and four prognostic-related genes were discovered. Two IRR hub DEGs indicated that the SPP1 signaling pathway, specifically the SPP1-CD44 ligand-receptor pairs, plays a critical role. Conclusion: We have collectively identified 18 genes that could serve as biomarkers for future GC targeting. The discovery of the SPP1-CD44 ligand-receptor axis not only elucidates a novel inflammatory signaling pathway driving tumor progression, but also provides a potential therapeutic target for disrupting cancer-stromal interactions. Importantly, these biomarkers lay the foundation for developing precision immunotherapies that target the inflammatory-immune axis in GC management.
期刊介绍:
Journal of Cancer is an open access, peer-reviewed journal with broad scope covering all areas of cancer research, especially novel concepts, new methods, new regimens, new therapeutic agents, and alternative approaches for early detection and intervention of cancer. The Journal is supported by an international editorial board consisting of a distinguished team of cancer researchers. Journal of Cancer aims at rapid publication of high quality results in cancer research while maintaining rigorous peer-review process.