It has been reported by independent groups that a high percentage of ALDH1 positive tumor cells is associated with shorter survival times in breast [34], [37], [42], lung [38], pancreatic [40], bladder [41] and prostate [43] cancer patients. The gene discussed is ALDH1A1; the disease is cancer.