Furthermore, advanced CKD status (being in stage 5), having a 6‐year diagnosis of HHD, being female, having a higher BMI, and elevation in levels of HDL and FPG contributed significantly to the variance in serum leptin levels in the case group (β = 0.37, 0.22, 0.19, 0.18, 0.27, 0.28; p < 0.05 for all). The gene discussed is LEP; the disease is chronic kidney disease.