The relationship between RBP4 and CKD prevalence may be related to metabolic risk factors, as the correlation analysis revealed that RBP4 positively correlated with WC, TG, HOMA-IR, UA, Scr, eGFR, and ACR (r>0.3). The gene discussed is RBP4; the disease is chronic kidney disease.