Therefore, we aimed to investigate the function of CBX3 in ccRCC by examining CBX3 expression, conducting survival analysis and functional in vitro and in vivo assays, investigating the relationship between CBX3 and potential underlying mechanisms, and conducting comprehensive immunoassays and potential drug analysis. Here, CBX3 is linked to nonpapillary renal cell carcinoma.