Moreover, the following multivariate analysis showed that advanced pathological stage/histological grade, metastasis and increased SNHG15 expression were independent predictors of shorter RFS in ccRCC patients (Table 3). The gene discussed is SNHG15; the disease is nonpapillary renal cell carcinoma.