Low albumin levels reflect poor nutritional reserves and heightened inflammatory states, both of which are closely associated with worse clinical outcomes in critically ill patients27.Lactate, a well-established marker of tissue hypoxia and metabolic dysfunction, plays a critical role in identifying patients at risk of poor outcomes, especially in sepsis and other critical illnesses28. This evidence concerns the gene ALB and Sepsis.