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. The gene discussed is COL6A3; the disease is acute respiratory distress syndrome.