As such, our findings are biologically plausible and internally consistent that the inverse associations with higher intakes of total polyphenols, particularly phenolic acids primarily occurred among female individuals with higher BMI, among postmenopausal female individuals, or for the ER+ and PR+ BC type. This evidence concerns the gene ESR1 and breast cancer.