RBP4 levels were significantly and positively associated with BMI, BG0, BG30, BG120, BG180, INS0, CP0, HOMA-IR, SOD, TSH and negatively associated with Matsuda index in all obesity (all P < 0.05). Here, RBP4 is linked to obesity due to melanocortin 4 receptor deficiency.