IRAK1 and obesity due to melanocortin 4 receptor deficiency: This increase in the IRAK-1 gene expression correlated positively with clinical indicators of obesity such as BMI (r = 0.45; P = 0.001) (Fig. 1b) and fat % (r = 0.36; P = 0.01) (Fig. 1c).