TNF and rheumatoid arthritis: Several DEGs were involved in well-known pathways including Wnt, TNF, type I interferon, p38 MAP kinase, NF-kB, Toll-like receptors, Jak-Stat, PI3K and mTOR signalling that have already been associated with RA pathogenesis.