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. Here, STAT3 is linked to obesity due to melanocortin 4 receptor deficiency.