FNDC5 and obesity due to melanocortin 4 receptor deficiency: Moreno et al. then performed in vitro studies in human preadipocytes and adipocytes and induced browning of 3T3-L1 cells and found that circulating irisin levels were negatively associated with obesity and insulin resistance [20].