TNF and chronic obstructive pulmonary disease: In summary, we identified a highly inflammatory COPD subgroup (EIS), uncovering key links between activated macrophages and dendritic cells, their associated mediators (IL-1β, IFN-β, and TNF-α), and disease severity, as determined by gas exchange parameters.