Neither were there significant correlations with patients’ NAC response implying that ALDH1, SOX2 and SSEA-4 play no major role in the progression of BC and/or multiple other factors determine the aggressiveness of the disease. This evidence concerns the gene ALDH1A1 and breast cancer.