Here, we report the whole-genome profiling of 128 Japanese RCC cases and transcriptomic profiling of more than 200 cases, including ccRCC, PRCC, ChRCC, and TFE3-translocated RCC (TFE3-RCC). The gene discussed is TFE3; the disease is nonpapillary renal cell carcinoma.