Department of Nephrology, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, 010050, Inner Mongolia, People's Republic of China.
Department of Urology, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot, People's Republic of China.
Sci Rep. 2024 Oct 1;14(1):22775. doi: 10.1038/s41598-024-73574-7.
Renal clear cell carcinoma (ccRCC) is a common parenchymal tumor of the kidney, and the discovery of biomarkers for early and effective diagnosis of ccRCC can improve the early diagnosis of patients and thus improve long-term survival. Erb-b2 receptor tyrosine kinase 2 (ERBB2) mediates the processes of cell proliferation, differentiation, and apoptosis inhibition. The purpose of this study was to investigate the diagnostic and prognostic role of ERBB2 in ccRCC. We analyzed the expression levels of ERBB2 in various cancers from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. RNA-seq data were analyzed using R packages to identify differentially expressed genes between the high and low ERBB2 expression groups in the TCGA-KIRC dataset. Spearman correlation analysis was performed to determine the correlation between ERBB2 expression and immune cell infiltration, immune checkpoint expression, and PTEN expression. DNA methylation changes and genetic alterations in ERBB2 were assessed using the MethSurv and cBioPortal databases. Logistic regression analysis was performed to determine the correlation between ERBB2 expression and the clinicopathological characteristics of ccRCC patients. The diagnostic and prognostic value of ERBB2 was assessed using Kaplan‒Meier (K‒M) survival curves, diagnostic ROC curves, time-dependent ROC curves, nomogram models, and Cox regression models. The expression level of ERBB2 is lower in tumor tissues of ccRCC patients than in the corresponding control tissues. Differentially expressed genes associated with ERBB2 were significantly enriched in the pathways "BMP2WNT4FOXO1 pathway in primary endometrial stromal cell differentiation" and "AMAN pathway". In ccRCC tissues, ERBB2 expression levels were associated with immune cell infiltration, immune checkpoints, and PTEN. The DNA methylation status of 10 CpG islands in the ERBB2 gene was associated with the prognosis of ccRCC. ERBB2 expression levels in ccRCC tissues were associated with race, sex, T stage, M stage, histological grade, and pathological stage. Cox regression analysis showed that ERBB2 was a potential independent predictor of overall survival (OS), disease-specific survival (DSS), and progression-free interval (PFI) in ccRCC patients. ROC curve analysis showed that the expression level of ERBB2 could accurately distinguish between ccRCC tissue and adjacent normal renal tissue. Our study showed that ERBB2 expression in ccRCC tissues can be of clinical importance as a potential diagnostic and prognostic biomarker.
肾透明细胞癌(ccRCC)是一种常见的肾脏实质肿瘤,发现用于早期有效诊断 ccRCC 的生物标志物可以提高患者的早期诊断,从而提高长期生存率。表皮生长因子受体-2(ERBB2)介导细胞增殖、分化和凋亡抑制过程。本研究旨在探讨 ERBB2 在 ccRCC 中的诊断和预后作用。我们分析了来自癌症基因组图谱(TCGA)和基因表达综合(GEO)数据库的各种癌症的 ERBB2 表达水平。使用 R 包分析 RNA-seq 数据,以鉴定 TCGA-KIRC 数据集高和低 ERBB2 表达组之间的差异表达基因。进行 Spearman 相关性分析以确定 ERBB2 表达与免疫细胞浸润、免疫检查点表达和 PTEN 表达之间的相关性。使用 MethSurv 和 cBioPortal 数据库评估 ERBB2 的 DNA 甲基化变化和遗传改变。使用逻辑回归分析确定 ERBB2 表达与 ccRCC 患者临床病理特征之间的相关性。使用 Kaplan-Meier(K-M)生存曲线、诊断 ROC 曲线、时间依赖性 ROC 曲线、列线图模型和 Cox 回归模型评估 ERBB2 的诊断和预后价值。ccRCC 患者肿瘤组织中 ERBB2 的表达水平低于相应的对照组织。与 ERBB2 相关的差异表达基因在“原发性子宫内膜基质细胞分化中的 BMP2WNT4FOXO1 途径”和“AMAN 途径”中显著富集。在 ccRCC 组织中,ERBB2 表达水平与免疫细胞浸润、免疫检查点和 PTEN 相关。ERBB2 基因 10 个 CpG 岛的 DNA 甲基化状态与 ccRCC 的预后相关。ccRCC 组织中 ERBB2 的表达水平与种族、性别、T 分期、M 分期、组织学分级和病理分期相关。Cox 回归分析表明,ERBB2 是 ccRCC 患者总生存期(OS)、疾病特异性生存期(DSS)和无进展间隔(PFI)的潜在独立预测因子。ROC 曲线分析表明,ERBB2 的表达水平可以准确地区分 ccRCC 组织与相邻正常肾组织。我们的研究表明,ccRCC 组织中 ERBB2 的表达可能是一种潜在的临床重要的诊断和预后生物标志物。