The univariable analysis identified the following nine statistically significant clinical, biological and morphological parameters for predicting MACE (Table 5): diabetes mellitus, less smoking, lower LVEF (<40%), decreased cholesterol levels, increased glycemia on admission, higher levels of hs-CRP, I-CAM, and MMP-9. Here, MMP9 is linked to diabetes mellitus.