In a training dataset of newly diagnosed breast cancer patients, we observed a general tendency for higher levels of DNA methylation to be associated with ER/PR-positive disease, and we identified a set of predictor genes for which hypermethylation was highly significantly associated with ER/PR-positive disease. Here, PGR is linked to breast cancer.