Our results suggest that the overexpression of CBX3 promotes ccRCC advancement through PI3K/AKT activation and even immunological dysregulation, making it a potentially viable and beneficial therapeutic target. Here, CBX3 is linked to nonpapillary renal cell carcinoma.