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CLDN5 被鉴定为一种用于泛癌分析的胃癌转移和免疫浸润的生物标志物。

CLDN5 identified as a biomarker for metastasis and immune infiltration in gastric cancer via pan-cancer analysis.

机构信息

Department of Gastroenterology, Guizhou Provincial People’s Hospital, Guiyang, Guizhou Province, China.

Department of Infectious Diseases, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou Province, China.

出版信息

Aging (Albany NY). 2023 Jun 7;15(11):5032-5051. doi: 10.18632/aging.204776.

Abstract

BACKGROUND

CLDN5 protein is essential for the formation of tight junctions in epithelial cells, and has been associated with epithelial-mesenchymal transition. Research has indicated that CLDN5 is associated with tumor metastasis, the tumor microenvironment, and immunotherapy in multiple types of cancer. Also, no comprehensive evaluation of the expression of CLDN5 and immunotherapy signatures through a pan-cancer analysis or immunoassay has been performed.

METHODS

We explored CLDN5's differential expression, survival analysis and clinicopathological staging through the TCGA database, and then corroborated the expression of CLDN5 by utilizing the GEO (Gene expression omnibus) database. To analyze CLDN5 KEGG, GO, and Hallmark mutations, as well as TIMER for immune infiltration, GSEA was utilized with ROC curve, mutation, and other factors such as survival, pathological stage, TME, MSI, TMB, immune cell infiltration, and DNA methylation. Immunohistochemistry was used to assess CLDN5 staining in gastric cancer tissues and paracancerous tissues. Visualization was done with R version 4.2.0 (http://www.rproject.org/).

RESULTS

According to TCGA database, CLDN5 expression levels differed significantly between cancer and normal tissues, and the GEO database (GSE49051 and GSE 64951) and tissue microarrays confirmed this result. Infiltrating cluster of differentiation 8+ (CD8+) T cells, CD4+ cells, neutrophils, dendritic cells, and macrophages revealed a correlation with CLDN5 expression. DNA methylation, TMB, and MSI are related to CLDN5 expression. Based on the ROC curve analysis, CLDN5 demonstrates outstanding diagnostic effectiveness for gastric cancer and is comparable to CA-199.

CONCLUSIONS

The findings suggest that CLDN5 is implicated in the oncogenesis of diverse cancer types, underscoring its potential significance in cancer biology. Notably, CLDN5 could have implications in immune filtration and immune checkpoint inhibitor therapies, however, further research is needed to confirm this.

摘要

背景

CLDN5 蛋白对于上皮细胞中紧密连接的形成至关重要,并且与上皮-间充质转化有关。研究表明,CLDN5 与多种癌症的肿瘤转移、肿瘤微环境和免疫治疗有关。此外,还没有通过泛癌分析或免疫测定对 CLDN5 和免疫治疗特征的表达进行全面评估。

方法

我们通过 TCGA 数据库探索 CLDN5 的差异表达、生存分析和临床病理分期,然后利用 GEO(基因表达综合数据库)数据库验证 CLDN5 的表达。为了分析 CLDN5 的 KEGG、GO 和 Hallmark 突变,以及 TIMER 免疫浸润,使用 ROC 曲线、突变和其他因素(如生存、病理分期、TME、MSI、TMB、免疫细胞浸润和 DNA 甲基化)进行 GSEA。使用免疫组织化学评估胃癌组织和癌旁组织中 CLDN5 的染色。使用 R 版本 4.2.0(http://www.rproject.org/)进行可视化。

结果

根据 TCGA 数据库,CLDN5 的表达水平在癌症和正常组织之间有显著差异,GEO 数据库(GSE49051 和 GSE64951)和组织微阵列证实了这一结果。浸润性分化群 8+(CD8+)T 细胞、CD4+细胞、中性粒细胞、树突状细胞和巨噬细胞与 CLDN5 的表达相关。DNA 甲基化、TMB 和 MSI 与 CLDN5 的表达有关。基于 ROC 曲线分析,CLDN5 对胃癌具有出色的诊断效果,与 CA-199 相当。

结论

这些发现表明 CLDN5 参与了多种癌症的发生,这突显了其在癌症生物学中的潜在重要性。值得注意的是,CLDN5 可能对免疫过滤和免疫检查点抑制剂治疗有影响,但需要进一步研究来证实这一点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8792/10292893/cda523d4dd2f/aging-15-204776-g001.jpg

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