Lin Wenfeng, Chen Wenwei, Zhong Jisheng, Ueki Hideo, Xu Abai, Watanabe Masami, Araki Motoo, Liu Chunxiao, Nasu Yasutomo, Huang Peng
Department of Urology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan.
Department of Urology, Zhujiang Hospital, Southern Medical University, Guangzhou, China.
J Cancer. 2022 Jan 16;13(4):1214-1228. doi: 10.7150/jca.66922. eCollection 2022.
The interplay of inflammation and immunity affects all stages from tumorigenesis to progression, and even tumor response to therapy. A growing interest has been attracted from the biological function of MICALL2 to its effects on tumor progression. This study was designed to verify whether MICALL2 could be a prognostic biomarker to predict kidney renal clear cell carcinoma (KIRC) progression, inflammation, and immune infiltration within tumor microenvironment (TME). We firstly analyzed MICALL2 expressions across 33 cancer types from the UCSC Xena database and verified its expression in KIRC through GEPIA platform and GEO datasets. The clinicopathological characteristics were further analyzed based on the median expression. Kaplan-Meier method, univariate and multivariate analyses were applied to compare survival outcomes. ESTIMATE and CIBERSORT algorithms were performed to assess immune infiltration, and a co-expression analysis was conducted to evaluate the correlation between MICALL2 and immunoregulatory genes. Enrichment analysis was finally performed to explore the biological significance of MICALL2. MICALL2 was highly expressed in 16 types of cancers compared with normal tissues. MICALL2 expression increased with advanced clinicopathological parameters and was an independent predictor for poor prognosis in KIRC. Moreover, MICALL2 closely correlated with inflammation-promoting signatures and immune infiltration including T cell exhaustion markers. Consistently, MICALL2 involved in the regulation of signaling pathways associated with tumor immunity, tumor progression, and impaired metabolic activities. MICALL2 can function as a prognostic biomarker mediating inflammation, immune infiltration, and T cell exhaustion within the microenvironment of KIRC.
炎症与免疫的相互作用影响从肿瘤发生到进展的各个阶段,甚至影响肿瘤对治疗的反应。从MICALL2的生物学功能到其对肿瘤进展的影响,人们的兴趣日益浓厚。本研究旨在验证MICALL2是否可作为预测肾透明细胞癌(KIRC)进展、炎症以及肿瘤微环境(TME)中免疫浸润的预后生物标志物。我们首先分析了UCSC Xena数据库中33种癌症类型的MICALL2表达情况,并通过GEPIA平台和GEO数据集验证了其在KIRC中的表达。基于中位表达进一步分析临床病理特征。应用Kaplan-Meier法、单因素和多因素分析比较生存结果。采用ESTIMATE和CIBERSORT算法评估免疫浸润,并进行共表达分析以评估MICALL2与免疫调节基因之间的相关性。最后进行富集分析以探索MICALL2的生物学意义。与正常组织相比,MICALL2在16种癌症中高表达。MICALL2表达随临床病理参数进展而增加,是KIRC预后不良的独立预测因子。此外,MICALL2与促炎特征和免疫浸润密切相关,包括T细胞耗竭标志物。一致地,MICALL2参与与肿瘤免疫、肿瘤进展和代谢活动受损相关的信号通路调节。MICALL2可作为一种预后生物标志物,介导KIRC微环境中的炎症、免疫浸润和T细胞耗竭。