In our study, TNF-a levels were higher in patients who deteriorated compared to those who improved only in the groups of patients with trauma/surgery and sepsis (Table 3 and Table 5) with sufficient (AUROC 0.76) and poor (AUROC 0.66) predictive value, respectively (Table 8). This evidence concerns the gene TNF and Sepsis.