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. The gene discussed is PLOD1; the disease is Obesity.