ALDH1A1 and cancer: To determine whether the change in cancer stem cell fraction occurs due to a numerator or a denominator effect, we used immunocytochemistry to evaluate ALDH1 and Bmi-1 expression on a single-cell basis (Fig. 3F and Supplementary Fig. S3A).