Comparisons revealed no differences in all-cause mortality, CA, RBC count,lymphocyte count, Baso count, TBA, D-dimer, FT3, NT-proBNP, or COPD, both beforeand after assignment, between the training and testing sets. This evidence concerns the gene NPPB and chronic obstructive pulmonary disease.