Notably, GAGs, AngII, and RAGE are all biomarkers reflecting endothelial or epithelial cell injury, but compared to Ang II and RAGE, GAGs offer distinct advantages for early ARDS recognition, particularly due to their direct association with endothelial glycocalyx degradation—a process that precedes clinical manifestations of lung injury40. Here, AGER is linked to acute respiratory distress syndrome.