In another study cuproptosis-related lncs (PICSAR, LINC02154, H1-10-AS1, LINC02027, HHLA3, LINC00471, SNHG15, EIF1B-AS1, SNHG8, and MINCR) have great potential in the diagnosis of ccRCC and it is associated with immune mechanisms in ccRCC [81]. This evidence concerns the gene SNHG15 and nonpapillary renal cell carcinoma.