Conversely, markers like HDL-c, triglycerides, and adiponectin did not differ significantly across BMI categories, suggesting that while obesity is linked to inflammation and insulin resistance, it may not yet cause substantial alterations in lipid metabolism or adipokine levels in children of this age group. This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.