The overexpression of ALDH1A1 is reported in 56.8% of clear cell RCC (ccRCC) samples, and high ALDH1A1 expression is associated with tumor stage, invasion, and recurrence risk [126]. Here, ALDH1A1 is linked to nonpapillary renal cell carcinoma.