SGO1 and nonpapillary renal cell carcinoma: We further analyzed 24 immune-associated gene sets representing diverse immune cell types in ccRCC and their correlation with SGOL1 expression and quantified the activity or enrichment levels of immune cells using the ssGSEA algorithm.