A 10-year prospective study showed that high FABP4 concentration at baseline was a biomarker predicting development of type 2 diabetes, which was independent of obesity and insulin resistance [81]. The gene discussed is FABP4; the disease is obesity due to melanocortin 4 receptor deficiency.