Additionally, lower UIC has been found among patients with diabetes and obesity compared to control subjects, and urinary iodine was shown to be negatively correlated with glucose, insulin levels, and HOMA-IR (23–26). This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.