Among women with breast cancer, particularly postmenopausal women, those who were highly obese, but not mildly obese, around breast cancer diagnosis were more likely to have breast tumors with greater expression of proliferation genes and lesser expression of ESR1, and possible increased odds of being diagnosed with Basal-like and Luminal B tumor subtypes. Here, ESR1 is linked to neoplasm.