The long term goal of this trial is to determine if intervention in subjects with extensive mammographic densities (a risk factor for breast cancer) with a low fat-high carbohydrate diet will reduce the incidence of breast cancer by 37%. We propose to meet this goal by carrying out a randomized multi-centre trial of dietary intervention in subjects at increased risk of breast cancer that is now in progress.