As demonstrated in the present multivariate analysis (Table 3), even after inclusion of presence/absence of DM as an independent variable, arterial β-HB and arterial AcAc/β-HB ratio both retained a significant association with serum albumin and uric acid, markers for nutrition and mortality in HD patients [14, 15]. Here, ALB is linked to diabetes mellitus.