Secondly, some of the variables were excluded for the missing data although previous research has shown that they might be associated with mortality of ARDS patients, such as albumin [45], hepatic function [46, 47] and neutrophil-to-lymphocyte ratio (NLR) [48]. The gene discussed is ALB; the disease is acute respiratory distress syndrome.