Seven variables were identified as key predictors of cognitive impairment, including age, years of education, septic shock, benzodiazepine use, acute physiology and chronic health evaluation II (APACHE II) score, sequential organ failure assessment (SOFA) score, and interleukin-10 (IL-10) level. The gene discussed is IL10; the disease is Cognitive impairment.