In conclusion, albumin levels on admission can predict <30 days in-hospital all-cause mortality independently of age, hypertension, dyslipidemia, diabetes mellitus, COPD, active cancer and glucose levels on hospital admission. Here, ALB is linked to chronic obstructive pulmonary disease.