These parameters were then subjected to collinearity analysis, male, age, diabetes, presence of SIRS, bacterial or fungal infections, encephalopathy, ARDS and shock, LDH, amylase, creatinine, troponin I, APTT, IL-6 and viral load were included in the multivariate analysis. This evidence concerns the gene IL6 and diabetes mellitus.