However, there was evidence of potential non-linearity of the association between OPG and ER+ breast cancer among women premenopausal at blood collection (p = 0.03; Additional file 1: Figure S1), and this association should be interpreted cautiously. The gene discussed is TNFRSF11B; the disease is breast cancer.