Subsequently, we conducted a comprehensive analysis of ISG15’s involvement in ccRCC by employing various methodologies, including bioinformatics analysis, RNA-seq, and in vitro and in vivo experiments. The gene discussed is ISG15; the disease is nonpapillary renal cell carcinoma.