Extensive efforts to identify DNA methylation marks associated with risk of breast cancer have so far identified a small number of potential DNA methylation marks of interest with the prime example being BRCA1. We have outlined a number of issues for consideration before information about DNA methylation can be integrated into breast cancer risk prediction models. The gene discussed is BRCA1; the disease is breast cancer.