Conclusion: Combined BMI, lnc-IL7R, PM2.5, PM10, and SO2 levels are optimal classifiers for accurate patient stratification and management triage for COPD in Taiwan. The gene discussed is IL7R; the disease is chronic obstructive pulmonary disease.