To reduce the influence of obesity or abnormal glucose tolerance on irisin levels, we performed a meta-analysis to evaluate the association between circulating irisin levels and metabolic parameters in nonobese, nondiabetic adults. Here, FNDC5 is linked to obesity due to melanocortin 4 receptor deficiency.