RBP4 levels were significantly and positively associated with UA, BG0, BG30, BG120, BG180, INS0, CP0, HOMA-IR, HGB, SOD, TCH and TG in females with obesity (all P < 0.05). The gene discussed is RBP4; the disease is obesity due to melanocortin 4 receptor deficiency.