After multiple imputation for missing variables, sex, age, dialysis duration, diabetes, BMI, BUN, Cr, Alb, CRP, Hb, use of icodextrin and UV were all found to be independent factors affecting serum B2M. This evidence concerns the gene ALB and diabetes mellitus.