We aim to evaluate the associations between total and subclasses of polyphenol intake and BC risk, stratified by body mass index (BMI), estrogen receptor (ER)/progesterone receptor (PR) status, menopausal status, and racial and ethnic subgroups. Here, ESR1 is linked to breast cancer.