SDC1 and acute kidney injury: Elevated SDC1 levels were significantly associated with AKI, RRT need, and higher SOFA scores (>9), indicating its correlation with both renal and overall organ dysfunction, and our study identified SDC1 as the strongest predictor of RRT (AUC: 0.715) and a significant marker for AKI (AUC: 0.659).