In summary, HCT-ALB, SmtO2, CRT, and Lac are significantly elevated in patients with acute kidney injury and those who die, closely related to the severity and prognosis of septic shock, and can serve as important biomarkers for assessing the condition and prognosis of these patients. This evidence concerns the gene ALB and acute kidney injury.