In this study, we constructed a co-expression network between obesity and PTC and identified four common hub genes (MNDA, TNC, CHIT1, MMP9) and two common TFs (ELF4, STAT3), which might provide new diagnostic and therapeutic strategies for obesity-related PTC. The gene discussed is ELF4; the disease is obesity due to melanocortin 4 receptor deficiency.