SNHG15, hsa.miR.130a.3p, PTTG1, INSR and HMMR were described in a ccRCC environment, exhibiting the higher expression that induces metastasis and promotes cancer development. The gene discussed is SNHG15; the disease is nonpapillary renal cell carcinoma.