There is also a disputed association of obesity-associated bone fragility with several IR-derived defects, such as high insulin levels, low insulin-like growth factor-1 synthesis, low serum adiponectin, and elevated levels of inflammatory cytokines. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.