We demonstrate that the Tyrer-Cuzick algorithm effectively predicted breast cancer occurrence in women unaffected at the time of recruitment if they were in a family carrying a BRCA1 or BRCA2 mutation, though not otherwise. Here, BRCA2 is linked to breast carcinoma.