Components of olive oil suppress HER2 expression through epigenetic mechanisms, particularly benefiting BRCA carriers at risk for HER2-positive breast cancer through Mediterranean diet patterns that include 3–4 tablespoons of daily extra virgin olive oil. The gene discussed is ERBB2; the disease is breast cancer.