In human scRNA-seq, COPD-derived fibroblasts and macrophages with low SERPING1 expression presented elevated IL-6 and CXCL8 levels, unlike those in normal controls (Supplementary Fig. 20), suggesting disease-specific anti-inflammatory effects. The gene discussed is IL6; the disease is chronic obstructive pulmonary disease.