As shown in Table 4, the first prediction of breast cancer is BRCA1, which is a tumor suppressor involved in basic cellular functions necessary for cell replication and DNA synthesis, and Romagnolo et al. [34] indicated the natural food components that hold potential preventive effect against those types of breast cancer in which BRCA1 expression is either reduced or lacking. The gene discussed is BRCA1; the disease is breast carcinoma.