PADI2 and acute respiratory distress syndrome: To address these issues, we utilized single‐cell RNA sequencing (scRNA‐seq) to characterize immune cell heterogeneity in the alveolar microenvironment of PA‐induced ALI models and explored PAD2‐dependent cellular and gene changes, specifically focusing on macrophage polarization.