High cystatin C levels and arterial disease are strong predictors of overall mortality.Biomarkers like sVCAM-1, hsCRP, and aPL are significant predictors of CVM.Traditional risk factors, except smoking, are less impactful for CVM in SLE patients. Here, CST3 is linked to arterial disorder.