1. Academic Validation
  2. COL6A2 in clear cell renal cell carcinoma: a multifaceted driver of tumor progression, immune evasion, and drug sensitivity

COL6A2 in clear cell renal cell carcinoma: a multifaceted driver of tumor progression, immune evasion, and drug sensitivity

  • J Transl Med. 2025 Aug 6;23(1):875. doi: 10.1186/s12967-025-06793-9.
Yashuang Yang # 1 Ruixin Fan # 2 Boming Zhang 3 Kai Liu 4 5
Affiliations

Affiliations

  • 1 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.
  • 2 Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
  • 3 Department of Urology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • 4 Department of Urology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, Shandong, China. liukai19960304@163.com.
  • 5 Shandong Medicine and Health Key Laboratory of Organ Transplantation and Nephrosis, Shandong Institute of Nephrology, Jinan, Shandong, China. liukai19960304@163.com.
  • # Contributed equally.
Abstract

Background: 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.

Objective: 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.

Methods: 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.

Results: 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.

Conclusion: 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.

Keywords

COL6A2; Pharmacological prediction; Prognostic significance; Renal cancer; Tumor microenvironment.

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