The Perilipin gene (PLIN) regulates adipose metabolism and has been associated with several risk factors for diabetes, including obesity, weight gain and IR, in both American [237] and Chinese women [238]. The gene discussed is PLIN1; the disease is obesity due to melanocortin 4 receptor deficiency.