In experimental studies, HIF-1α was up-regulated in CSC-like cells that showed elevated ALDH1 expression [46], and ALDH1 was found to be associated with HIF-1α in locally advanced breast cancer [47]. This evidence concerns the gene ALDH1A1 and breast cancer.