Although GSE243066 was based on PBMs, differential analysis identified seven overlapping core genes (CLEC4E, IRF7, STAT1, etc.), and GSVA demonstrated that their combination effectively distinguished ARDS patients from healthy individuals, as evidenced by AUC of 0.86. Here, CLEC4E is linked to acute respiratory distress syndrome.