Mediation analysis confirmed a significant direct effect of obesity on breast cancer risk (NDE: HR, 1.71; 95%CI, 1.03–2.85); however, the 12-month increase in adiponectin was not a mediator of the relationship between obesity and breast cancer (Table 5). This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.