ALB and diabetes mellitus: Studies reported by Chen and others [10] have shown that diabetes is a risk factor for PDAP, and that PDAP is correlated with gender, with male individuals, lower serum albumin levels, gram-negative bacteria, and multiple microbial infections being at higher risk of treatment failure.