Besides, according to the annotation of KEGG, apoptosis and IL-17 signaling pathway were enriched in NK cells and CD4 + cells, which were negatively associated with obesity based on the above findings. The gene discussed is IL17A; the disease is obesity due to melanocortin 4 receptor deficiency.