In summary, in this study, six hub genes, including Mki67, Rac2, Itgb2, Emr1, Tyrobp and Csf1r were identified which could be used as therapeutic biomarkers for obesity. Here, ADGRE1 is linked to obesity due to melanocortin 4 receptor deficiency.