Cl showed positive correlations with BW, BMI, HC, %fat, fat mass, plasma insulin, HOMA-IR, and serum leptin, while negative correlations with WHR and QUICKI, emphasizing the link between MetS and kidney function through adiposity and IR. This evidence concerns the gene LEP and metabolic syndrome.