The lack of correlation between IRAK-1 and BMI or fat % in diabetic patients may be because this group is more heterogeneous with regard to immune-metabolic changes (as mentioned above), comorbid factors, and T2D therapeutic interventions. Here, IRAK1 is linked to type 2 diabetes mellitus.