Conclusions: Novel imaging and biochemical biomarkers were positively associated with atherosclerosis severity, while CAVI, MMP-9, and low GSM showed a positive, independent relationship with MACE after carotid revascularization, describing “vulnerable patients”. Here, MMP9 is linked to atherosclerosis.