This was observed from network analysis of all cytokines, and IL-1β, IL-6 and TNFα were the best discriminators of COPD patients with cytokine levels being >95th percentile of the group of healthy non-smokers. The gene discussed is TNF; the disease is chronic obstructive pulmonary disease.