NPPB and chronic obstructive pulmonary disease: Inthe present study, through Lasso regression, we selected 10 variables from theabundant patient information that included hypoxemia, CA, RBC count, Lymphocytecount, Baso count, TBA, D-dimer, FT3, NT-proBNP, and COPD.