We also found that monocytes, especially cluster 6 (classical monocytes) from patients with COPD, were enriched in NF-κB signalling pathway, TNF signalling pathway, and rheumatoid arthritis (Fig. 7E). This evidence concerns the gene NFKB1 and rheumatoid arthritis.