The predictors of COPD severity included vascular disorders, HDL, plasma fibrinogen, fructosamine, standard bicarbonate concentration, pCO2, age, eosinophil count, lymphocyte ratio, apolipoprotein A1, pO2, plasma carbon dioxide concentration, sex, and allergic diseases. This evidence concerns the gene APOA1 and allergic disease.