Our study highlighted that the secretory adiponectin played an important intermediary role in obesity-induced T2DM, and this mediation effect accounts for a relatively large proportion of T2DM (41.02%). This evidence concerns the gene ADIPOQ and obesity due to melanocortin 4 receptor deficiency.