A 10 kg/m2 increase in BMI from age 18 was associated with a 13.4% increase in IGFBP‐3 gene expression among women with a positive family history of breast cancer and a 7.0% decrease among women with no family history of breast cancer (pinteraction = 0.02). This evidence concerns the gene IGFBP3 and breast cancer.