The present study utilized multi-omic approaches to identify potential early and intermediate predictive indicators of and contributors to ARDS mortality which include: (i) a 9-gene expression set, (ii) plasma Ang2 protein levels, and iii) the p53-, TGFβ-, and IL-6 signaling pathways. Here, TGFB1 is linked to acute respiratory distress syndrome.