Integrated bioinformatics analysis reveals novel PANoptosis biomarkers and therapeutic response in clear cell renal cell carcinoma.

ABSTRACT: Clear cell renal cell carcinoma (ccRCC) is the most common type of RCC. Apoptosis, pyroptosis, and necroptosis are key regulatory processes in carcinogenesis. Accumulating evidence indicated significant crosstalk among three forms of cell death, which is termed as the PANoptosis. However, the connection between PANoptosis and ccRCC remains uncertain. Here, we utilized the TCGA and GEO database to explore distinct PANoptosis patterns based on 62 PANoptosis genes and investigated the clinical, biological, and immune cell infiltration characteristics of PANoptosis patterns. Then, we identified prognosis-related genes from PANoptosis patterns and developed a scoring system that effectively predicts clinical outcomes of ccRCC patients. We also explored the expression of key regulators to confir

SUBMITTER: Zheng B 

PROVIDER: S-EPMC12578708 | biostudies-literature | 2025 Oct

REPOSITORIES: biostudies-literature