We identified several key targets, including HSP90AA1, STAT3, HSP90AB1, EP300, NFKB1, CD4, NR1H4, MTOR, and TLR4, which are integral to ALI pathophysiology. This evidence concerns the gene EP300 and acute respiratory distress syndrome.