Though, HbA1c, insulin and β-HCG are useful metabolites for diagnoses and monitoring of diabetes mellitus, yet had fair diagnostic tests values for GDM, since the AUC (95% CI) were >0.05. The gene discussed is INS; the disease is diabetes mellitus.