In contrast, our study identified that, within the PreDM group, PTX3 values were found to be statistically significant and positively correlated with BMI and various obesity-related indices, including weight and WHR. The gene discussed is PTX3; the disease is obesity due to melanocortin 4 receptor deficiency.