Consistent with the results of the differential analysis of the dataset, the qPCR results of the clinical samples showed that NPY1R was significantly more highly expressed in the obesity and obesity with fracture groups relative to the NC group, while there was no statistically significant difference between the obesity and obesity with fracture groups. Here, NPY1R is linked to obesity due to melanocortin 4 receptor deficiency.