At ICU admission, according to Barlage et al. study [66], low HDL-C (AUC of the ROC 0.6, p = 0.049) and low apoA-1 (AUC of the ROC 0.604, p = 0.041) levels were predictive of sepsis-related mortality. The gene discussed is APOA1; the disease is Sepsis.