Pre-DM and DM patients also had higher BMI, higher BP levels at admission, higher prevalence of hypertension and dyslipidemia, lower LVEF, higher NT-proBNP, higher values of TG, TC, LDL-C, and lower HDL-C level. This evidence concerns the gene NPPB and Hypertension.