Spearman correlation analysis showed that body weight was negatively correlated with age at preputial separation, and positively correlated with abdominal circumference, LH, testosterone, and PNX, confirming that the HFD model appropriately represents the relationship between obesity and puberty. Here, PLOD1 is linked to obesity due to melanocortin 4 receptor deficiency.