Integration of differential gene expression pro S2s and PPI networks highlighted key genes, including GRIA1, OGN, COL14A1, FBLN1, and COL6A3, which are key players in the pathogenesis of ARDS. This evidence concerns the gene GRIA1 and acute respiratory distress syndrome.