As shown in Table 2, after adjusting for relevant variables, the results of a stepwise forward binary logistic regression showed that the duration of BD, uric acid, ALT, triglyceride and LDL cholesterol were significantly associated with obesity (p < 0.05). This evidence concerns the gene GPT and obesity due to melanocortin 4 receptor deficiency.