They also had medical ICU admission, renal insufficiency, diabetes, autoimmune diseases, lower APACHE II score upon ICU admission, dialysis after developing pneumonia, higher serum albumin level, lower CRP level, and were less likely to have a PF ratio < 200. This evidence concerns the gene ALB and diabetes mellitus.