The present study provides some evidence that BMI, lnc-IL7R, PM2.5, PM10, and SO2 levels are excellent classifiers for accurate patient stratification and management triage for COPD-E in Taiwan. This evidence concerns the gene IL7R and chronic obstructive pulmonary disease.