One large study of 2430 breast cancer patients was comprised of women with early stage disease (94%) who were unlikely to have undergone chemotherapy, (Goode et al. 2002) and found no association with the only GST examined (GSTP1) and survival. This evidence concerns the gene GSTP1 and breast carcinoma.