ALDH1A1 and Familial prostate cancer: After adjusting for age and smoking status, we identified that the rs1330286 G allele in ALDH1A1 was associated with a decreased risk of prostate cancer, while the rs4646653 C allele in ALDH1A3 was strongly related to an increased risk of prostate cancer.