Additionally, the study did not include measurements of insulin levels and markers of oxidative stress and inflammation, nor did it assess the impact of variables such as energy expenditure, training intensity, and macronutrient intake on MetS components, fluctuations in HbA1c levels, and PhA values within the cohort of children studied. Here, INS is linked to metabolic syndrome.