Overall, we identified a potential SNHG17/PVT1/ZMIZ1-AS1-miR-23b-3p-SGOL1 axis, which is related to the diagnosis, clinical prognosis, and malignant progression of ccRCC (Fig. 8E). This evidence concerns the gene ZMIZ1 and nonpapillary renal cell carcinoma.