Luo Hao-Yun, Feng Jun-Ming, Luo Jun, Tian Tian
Department of Gastrointestinal and Anorectal Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400000, China.
Department of Pathology, People's Hospital of Chongqing Bishan District, Chongqing, 402760, China.
Comb Chem High Throughput Screen. 2024 Aug 12. doi: 10.2174/0113862073311689240730112355.
Current evidence highlights clear cell renal carcinoma (ccRCC) as the most prevalent form of kidney cancer despite ongoing challenges in treating advanced-stage disease. Integrin subunit beta 3 (ITGB3) has recently emerged as a critical player in tumorigenesis, prompting our investigation into its role in ccRCC. This study aimed to elucidate the mechanisms responsible for ITGB3 downregulation and evaluate its clinical significance, particularly regarding its impact on the immune landscape within ccRCC.
We first conducted analyses utilizing data from both TCGA and GEO datasets to explore ITGB3 expression in ccRCC tissues. Subsequently, we evaluated the association between ITGB3 expression levels and patient prognosis and pathological staging. Pathway and functional enrichment analyses were performed to assess correlations between ITGB3 and immune and methylation-related pathways. Additionally, we examined the relationship between ITGB3 transcriptional expression and DNA hypermethylation. A prognostic risk model was developed using LASSO-based analysis on selected ITGB3-associated DNA methylation probes. Immunohistochemistry (IHC) analysis, alongside TIMER and ssGSEA results, was utilized to investigate ITGB3 expression and its association with immune cell infiltration.
Our analyses revealed significant downregulation of ITGB3 mRNA expression in ccRCC tissues compared to other members of the ITGB family, consistent across TCGA and GEO datasets. Higher ITGB3 expression correlated with improved prognosis and lower pathological stage in ccRCC patients. Pathway and functional enrichment analyses demonstrated positive correlations between ITGB3 and immune and methylation-related pathways, while ITGB3 transcriptional expression showed a negative correlation with DNA hypermethylation. The established prognostic risk model identified a high-risk group with poorer survival probabilities than the low-risk group. Immunohistochemical quantification revealed a positive correlation between CD4+ and CD8+ immune cell infiltration and ITGB3 expression.
Overall, our study provides compelling evidence supporting the significant role of ITGB3 in ccRCC immunity. The downregulation of ITGB3, coupled with its association with better prognosis and immune activation, suggests its potential as a therapeutic target and prognostic marker for this patient population.
尽管晚期肾癌的治疗仍面临挑战,但目前的证据表明,透明细胞肾细胞癌(ccRCC)是最常见的肾癌形式。整合素亚基β3(ITGB3)最近已成为肿瘤发生中的关键因子,促使我们研究其在ccRCC中的作用。本研究旨在阐明ITGB3下调的机制,并评估其临床意义,特别是其对ccRCC免疫格局的影响。
我们首先利用来自TCGA和GEO数据集的数据进行分析,以探索ccRCC组织中ITGB3的表达。随后,我们评估了ITGB3表达水平与患者预后和病理分期之间的关联。进行通路和功能富集分析,以评估ITGB3与免疫和甲基化相关通路之间的相关性。此外,我们研究了ITGB3转录表达与DNA高甲基化之间的关系。使用基于LASSO的分析对选定的ITGB3相关DNA甲基化探针建立预后风险模型。免疫组织化学(IHC)分析以及TIMER和ssGSEA结果用于研究ITGB3表达及其与免疫细胞浸润的关联。
我们的分析显示,与ITGB家族的其他成员相比,ccRCC组织中ITGB3 mRNA表达显著下调,这在TCGA和GEO数据集中是一致的。较高的ITGB3表达与ccRCC患者较好的预后和较低的病理分期相关。通路和功能富集分析表明ITGB3与免疫和甲基化相关通路之间呈正相关,而ITGB3转录表达与DNA高甲基化呈负相关。建立的预后风险模型确定了一个高风险组,其生存概率低于低风险组。免疫组织化学定量显示CD4 +和CD8 +免疫细胞浸润与ITGB3表达呈正相关。
总体而言,我们的研究提供了有力证据,支持ITGB3在ccRCC免疫中的重要作用。ITGB3的下调,以及其与较好预后和免疫激活的关联,表明其作为该患者群体治疗靶点和预后标志物的潜力。