Afterward, based on TFEA and qRT-PCR verification, we confirmed that SOCS3, ICAM-1, NT5E, MYC, CCL2, and PPARG were potential ORDEGs that linked obesity and OLF pathogenesis. The gene discussed is NT5E; the disease is obesity due to melanocortin 4 receptor deficiency.