Xue Xin-Miao, Liu Yu-Yang, Chen Xue-Min, Tao Bing-Yan, Liu Peng, Zhou Han-Wen, Zhang Chi, Wang Li, Jiang Yu-Ke, Ding Zhi-Wei, Shen Wei-Dong, Zhang Jun, Yang Shi-Ming, Wang Fang-Yuan
Medical School of Chinese People's Liberation Army (PLA), Beijing, China.
Senior Department of Otolaryngology-Head & Neck Surgery, Chinese People's Liberation Army (PLA) General Hospital, National Clinical Research Center for Otolaryngologic Diseases, State Key Lab of Hearing Science, Beijing Key Lab of Hearing Impairment Prevention and Treatment, Ministry of Education, Beijing, China.
Front Pharmacol. 2022 Dec 7;13:1064032. doi: 10.3389/fphar.2022.1064032. eCollection 2022.
Ecto-5'-nucleotidase (NT5E) encodes the cluster of differentiation 73 (CD73), whose overexpression contributes to the formation of immunosuppressive tumor microenvironment and is related to exacerbated prognosis, increased risk of metastasis and resistance to immunotherapy of various tumors. However, the prognostic significance of NT5E in pan-cancer is obscure so far. We explored the expression level of NT5E in cancers and adjacent tissues and revealed the relationship between the NT5E expression level and clinical outcomes in pan-cancer by utilizing the UCSC Xena database. Then, correlation analyses were performed to evaluate the relationship between NT5E expression and immune infiltration level EPIC, MCP-counter and CIBERSORT methods, and the enrichment analysis were employed to identify NT5E-interacting molecules and functional pathways. Furthermore, we conducted single-cell analysis to explore the potential role of NT5E on single-cell level based on the CancerSEA database. Meanwhile, gene set enrichment analysis (GSEA) in single-cell level was also conducted in TISCH database and single-cell signature explorer was utilized to evaluate the epithelial-mesenchymal transition (EMT) level in each cell type. The expression level of NT5E was aberrant in almost all cancer types, and was correlated with worse prognosis in several cancers. Notably, NT5E overexpression was related to worse overall survival (OS) in pancreatic adenocarcinoma (PAAD), head and neck squamous cell carcinoma (HNSC), mesothelioma (MESO), stomach adenocarcinoma (STAD), uveal melanoma (UVM) and cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC) ( < 0.01). NT5E-related immune microenvironment analysis revealed that NT5E is associated positively with the degree of infiltration of cancer-associated fibroblasts (CAFs) and endothelial cells in most cancers. Enrichment analysis of cellular component (CC) demonstrated the critical part of NT5E played in cell-substrate junction, cell-substrate adherens junction, focal adhesion and external side of plasma membrane. Finally, single-cell analysis of NT5E illuminated that EMT function of CAFs was elevated in basal cell carcinoma (BCC), skin cutaneous melanoma (SKCM), HNSC and PAAD. NT5E could serve as a potential prognostic biomarker for cancers. The potential mechanism may be related to the upregulated EMT function of CAFs, which provides novel inspiration for immunotherapy by targeting CAFs with high NT5E expression.
胞外5'-核苷酸酶(NT5E)编码分化簇73(CD73),其过表达有助于免疫抑制性肿瘤微环境的形成,并且与各种肿瘤的预后恶化、转移风险增加以及免疫治疗耐药性相关。然而,迄今为止,NT5E在泛癌中的预后意义尚不清楚。我们利用UCSC Xena数据库探索了NT5E在癌症组织和癌旁组织中的表达水平,并揭示了泛癌中NT5E表达水平与临床结局之间的关系。然后,进行相关性分析以评估NT5E表达与免疫浸润水平之间的关系(采用EPIC、MCP-counter和CIBERSORT方法),并采用富集分析来鉴定与NT5E相互作用的分子和功能途径。此外,我们基于CancerSEA数据库进行单细胞分析,以探索NT5E在单细胞水平上的潜在作用。同时,在TISCH数据库中也进行了单细胞水平的基因集富集分析(GSEA),并利用单细胞特征浏览器评估每种细胞类型中的上皮-间质转化(EMT)水平。几乎在所有癌症类型中,NT5E的表达水平均异常,并且在几种癌症中与较差的预后相关。值得注意的是,在胰腺腺癌(PAAD)、头颈部鳞状细胞癌(HNSC)、间皮瘤(MESO)、胃腺癌(STAD)、葡萄膜黑色素瘤(UVM)以及宫颈鳞状细胞癌和宫颈内膜腺癌(CESC)中,NT5E过表达与较差的总生存期(OS)相关(<0.01)。NT5E相关的免疫微环境分析表明,在大多数癌症中,NT/E与癌症相关成纤维细胞(CAF)和内皮细胞的浸润程度呈正相关。细胞成分(CC)的富集分析表明,NT5E在细胞-基质连接、细胞-基质黏附连接、黏着斑和质膜外侧发挥关键作用。最后,NT5E的单细胞分析表明,在基底细胞癌(BCC)、皮肤黑色素瘤(SKCM)、HNSC和PAAD中,CAF的EMT功能增强。NT5E可作为癌症潜在的预后生物标志物。其潜在机制可能与CAF的EMT功能上调有关,这为通过靶向高表达NT5E的CAF进行免疫治疗提供了新的思路。