Results: During the follow-up, patients who experienced AVF failure had a higher incidence of diabetes mellitus (p = 0.019) and active smoking (p = 0.012), as well as higher levels of IL-6 (p < 0.001). This evidence concerns the gene IL6 and diabetes mellitus.