Patients with GI cancer often experience hypoalbuminemia due to factors such as GI obstruction, malabsorption, inhibition of liver synthesis by the tumor, and increased consumption of albumin caused by fast tumor cell proliferation and active cell metabolism (29). Here, ALB is linked to Hypoalbuminemia.