Through integrated single-cell transcriptomics, proteomics, and functional validation, this study pioneers the discovery that MYL12A orchestrates neutrophil migration via LLPS, unveiling a novel target for precision immunotherapy in ARDS. This evidence concerns the gene MYL12A and acute respiratory distress syndrome.