IL6 and Hypoalbuminemia: Furthermore, previous studies have demonstrated associations between hypoalbuminemia and increased levels of inflammatory cytokines and oxidative stress markers, including interleukin-6, high-sensitivity C-reactive protein (hs-CRP), and tumor necrosis factor-α, all of which are established risk factors for atherosclerotic vascular disease in HD patients [28,29].