ALB and endothelial dysfunction: This relationship may be explained by albumin’s role in countering oxidative stress, mitigating endothelial dysfunction, and reducing vascular permeability—key mechanisms that, when compromised, can exacerbate edema, neuronal injury, and overall disease severity (33, 34).