The deceased group did not have a significantly longer LOS compared to non-deceased patients (p = 0.115); serum albumin and lymphocyte values are indicators of a malnutrition state, which correlate with poor clinical outcomes in patients. This evidence concerns the gene ALB and malnutrition.