In this cohort study of critically ill patients, we found that increased AChE activity was independently associated with increased odds of delirium (though not when normalized to Hgb levels) but was not significantly associated with cognitive impairment, or other impairments, after discharge. The gene discussed is ACHE; the disease is Cognitive impairment.