PIK3CG and nonpapillary renal cell carcinoma: (4) Functional mechanisms of potential biomarkers were not fully resolved: although we identified biomarkers associated with the PI3K‐Akt pathway, their specific biological functions and mechanisms of action in ccRCC still need to be further explored through basic research.