We investigated relationships between computer-extracted mammographic texture features and BRCA1/2 mutation status among women without breast cancer, and identified novel mammographic texture features (AVE, MinCDF, Energy, MaxF (COOC)) that appear to distinguish BRCA1/2 mutation carriers from non-carriers. The gene discussed is BRCA1; the disease is breast cancer.