The main goal of this study is to determine if women with a recent diagnosis of early breast cancer will also lose weight with this program. To better understand the effect that weight loss has on women with breast cancer, we will compare the patterns in blood and breast tissue samples (tissue biopsies will be optional), and questionnaires evaluating different aspects of one's well-being, before and after a dietary intervention or no intervention.