However, due to the limitations of the MIMIC database, sufficient data on inflammatory markers such as IL-1, IL-6, and TNF-α are unavailable, preventing assessment of the inflammatory status in this group and its potential impact on ARDS. This evidence concerns the gene TNF and acute respiratory distress syndrome.