Many of these markers were detected in the current study, such as MnSOD [24, 54] and vimentin [55] (to name a few), but our focus was to investigate candidate markers specific to late-stage ccRCC. The gene discussed is SOD2; the disease is nonpapillary renal cell carcinoma.