However, there was an observed inverse association between olive oil intake and breast cancer in patients who had undergone Hormone Replacement Therapy (HRT), suggesting that olive oil might have a beneficial effect on oestrogen and progesterone receptor-negative breast cancer patients [40]. This evidence concerns the gene PGR and breast cancer.