Yang Yashuang, Fan Ruixin, Zhang Boming, Liu Kai
Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Ministry of Education, Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
J Transl Med. 2025 Aug 6;23(1):875. doi: 10.1186/s12967-025-06793-9.
Renal Cell Carcinoma (RCC) is a leading cause of cancer-related mortality worldwide, with Clear Cell Renal Cell Carcinoma (ccRCC) comprising 75% of cases. Surgical resection remains the cornerstone of treatment for localized RCC, but its asymptomatic progression and lack of reliable early biomarkers often result in advanced disease at diagnosis. Collagen VI alpha-2 chain (COL6A2), an extracellular matrix protein, has been implicated in tumor progression and metastasis. Despite its established roles in other malignancies, the specific contribution of COL6A2 to ccRCC pathogenesis is poorly understood.
This study aims to systematically investigate COL6A2 expression in ccRCC, its prognostic value, and its potential impact on the tumor immune microenvironment, cancer stem cell characteristics, and drug response.
The mRNA and protein expression data for ccRCC were sourced from TCGA, GEO, CPTAC, and ICPC. Single-cell and spatial transcriptomic data were processed using Seurat with quality control measures. Clinical correlations and survival analyses, including immune infiltration and COL6A2 expression, were assessed using Cox regression and Kaplan-Meier curves. Cancer stemness was evaluated using six stemness indices. Differential expression and pathway analyses (GO, KEGG, GSEA) were performed with DESeq2 and clusterProfiler. Drug sensitivity and immunotherapy response were predicted using GDSC, CTRP, and TIDE databases. Functional studies, including colony formation and invasion assays, as well as in vivo xenograft models, assessed the impact of COL6A2 on tumor progression and therapy response.
COL6A2 expression was significantly upregulated in ccRCC compared to normal tissues. High COL6A2 expression correlated with poorer overall survival (OS), progression-free interval (PFI), and progression-free survival (PFS), establishing it as an independent prognostic factor for ccRCC. Additionally, COL6A2 expression was positively associated with immune-suppressive cell infiltration, suggesting an immunosuppressive tumor microenvironment. COL6A2 was also linked to enhanced stem cell-like properties, invasiveness, and metastatic potential. Pathway enrichment analyses revealed that COL6A2 may influence tumor progression by regulating the epithelial-mesenchymal transition (EMT) process and activating the PI3K-Akt signaling pathway. Notably, high COL6A2 expression correlated with enhanced responsiveness to sunitinib but resistance to immunotherapy, highlighting its dual role in therapy selection.
This study identifies COL6A2 as a powerful prognostic biomarker and a driver of ccRCC progression through EMT and immune suppression. Targeting COL6A2 holds promise for improving immunotherapy efficacy and personalizing treatment strategies, offering new hope for ccRCC patients facing limited options.
肾细胞癌(RCC)是全球癌症相关死亡的主要原因,其中透明细胞肾细胞癌(ccRCC)占病例的75%。手术切除仍然是局限性RCC治疗的基石,但其无症状进展以及缺乏可靠的早期生物标志物常常导致诊断时即为晚期疾病。胶原蛋白VIα-2链(COL6A2)是一种细胞外基质蛋白,与肿瘤进展和转移有关。尽管其在其他恶性肿瘤中的作用已得到证实,但COL6A2对ccRCC发病机制的具体贡献仍知之甚少。
本研究旨在系统地研究COL6A2在ccRCC中的表达、其预后价值以及对肿瘤免疫微环境、癌症干细胞特征和药物反应的潜在影响。
ccRCC的mRNA和蛋白质表达数据来自TCGA、GEO、CPTAC和ICPC。单细胞和空间转录组数据使用Seurat进行处理并采取质量控制措施。使用Cox回归和Kaplan-Meier曲线评估临床相关性和生存分析,包括免疫浸润和COL6A2表达。使用六个干性指数评估癌症干性。使用DESeq2和clusterProfiler进行差异表达和通路分析(GO、KEGG、GSEA)。使用GDSC、CTRP和TIDE数据库预测药物敏感性和免疫治疗反应。功能研究,包括集落形成和侵袭试验以及体内异种移植模型,评估COL6A2对肿瘤进展和治疗反应的影响。
与正常组织相比,ccRCC中COL6A2表达显著上调。高COL6A2表达与较差的总生存期(OS)、无进展间期(PFI)和无进展生存期(PFS)相关,确立其为ccRCC的独立预后因素。此外,COL6A2表达与免疫抑制细胞浸润呈正相关,提示存在免疫抑制性肿瘤微环境。COL6A2还与增强的干细胞样特性、侵袭性和转移潜能有关。通路富集分析显示,COL6A2可能通过调节上皮-间质转化(EMT)过程和激活PI3K-Akt信号通路来影响肿瘤进展。值得注意的是,高COL6A2表达与对舒尼替尼的反应增强但对免疫治疗的耐药性相关,突出了其在治疗选择中的双重作用。
本研究确定COL6A2是一种强大的预后生物标志物,并且是通过EMT和免疫抑制驱动ccRCC进展的因素。靶向COL6A2有望提高免疫治疗疗效并使治疗策略个性化,为面临有限选择的ccRCC患者带来新希望。