TNF and acute respiratory distress syndrome: Meanwhile, through the analysis of bulk RNA sequencing data, we found that inflammatory factor-related pathways play a great role in ALI caused by extra-pulmonary factors, whereas the pathways that play a role in ALI caused by pulmonary factors are more complex, and we also found that Tnf plays a great role in both subtypes of ALI.