Among the top 10 hub genes, Nod2, Stat3, Hif1a, Hmox1, and Ifng were validated by qRT‐PCR and shown to be clearly associated with autophagy, playing an important role in the biological activity that leads to ARDS lung injury. Here, NOD2 is linked to acute respiratory distress syndrome.