The intimate relationship between the vascular endothelial glycocalyx and albumin offers us valuable insights into the elucidation of various pathophysiological states commonly observed in ICU patients, including circulatory dysfunction, diminished vascular reactivity, fluid accumulation, acute kidney injury, acute lung injury, and pulmonary edema. This evidence concerns the gene ALB and acute kidney injury.