Testosterone correlated negatively with age, obesity markers (eg, BMI, WHR, body fat percentage), and markers of insulin resistance and hyperglycemia (eg, HbA1c, HOMA-IR, serum insulin). Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.