FNDC5 and obesity due to melanocortin 4 receptor deficiency: Because NAFLD, type 2 diabetes and CKD share the same pathology of obesity and insulin resistance [33], it is therefore hypothesized that serum irisin level was negatively associated with risk of CKD.