Therefore, in this study, the elevated expression of upregulated DEGs enriched in serine metabolism, such as ELANE, CTSG, and MMP8, could result in increased serine hydrolysis and a subsequent reduction in serine levels within the body, thereby contributing to the onset and development of obesity. This evidence concerns the gene CTSG and obesity due to melanocortin 4 receptor deficiency.