Investigating SNPs in the ADIPOQ, ADIPOR1, ADIPOR2, and other genes, and further examining the role of obesity in the association between the adiponectin-related SNPs and breast cancer risk could further shed light on the gene-obesity interrelated molecular pathway of adiponectin in breast cancer development. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.