From the original set of 33 clinical variables, six were selected as the most relevant, namely: history of lung disease, age, hemoglobin (Hb), albumin (ALB), globulin (GLB), and blood urea nitrogen (BUN). This evidence concerns the gene ALB and lung disorder.