The prioritized list of genes and p53-, HDAC-, TGF-β-, and IL-6-signaling pathways exhibit high biological plausibility to serve as early and intermediate predictive biomarkers and pathways for ARDS mortality. This evidence concerns the gene TP53 and acute respiratory distress syndrome.