Experimental validation of ZDHHC18, a key gene in the prognostic model, was performed in ccRCC cell lines (786-O and Caki-1) to evaluate its impact on cell proliferation, migration, and invasion. Here, ZDHHC18 is linked to nonpapillary renal cell carcinoma.