ESR1 and breast cancer: Notwithstanding this, we observed that the associations of whole body fat mass and measures of central adiposity, including trunk fat mass, the ratio of trunk fat mass to the average of left and right leg fat, and TFMI, with risk of breast cancer (overall or ER+) were independent of BMI and other conventional breast cancer risk factors.