This study found that 72.7% of obese children had insulin resistance, which aligns with studies like those of Cheng et al. (44), where higher BMI was associated with elevated fasting insulin and HOMA-IR, indicating insulin resistance. This evidence concerns the gene INS and Insulin resistance.