Twenty studies reported the association between ever smoking and the risk of breast cancer stratified by genetic features of female breast cancer, including BRCA mutation (n = 6 studies), GSTM1 (n = 3), NAT2 (n = 9), and P53 (n = 3). This evidence concerns the gene NAT2 and breast cancer.