ALB and chronic obstructive pulmonary disease: Previous studies have shown that hypoalbuminemia significantly affected prognosis and LOS of various diseases, such as patients with severe sepsis, acute decompensated chronic obstructive pulmonary disease, and requiring surgery [16–18], but the relationship between albumin and length of stay in AHF patients has not been studied.