While some studies indicate that elevated ALDH1 expression is linked to poor outcomes in RCC [126,127,128], others claim that ALDH1 expression is not significantly associated with cancer stage or tumor grade [129]. This evidence concerns the gene ALDH1A1 and renal cell carcinoma.