TNF and rheumatoid arthritis: In summary, this study uses bulk RNA-seq data of primary FLS from RA patients and mouse models to show that multiple signaling networks are irreversibly modified due to the TNF-mediated long-term epigenetic and transcriptomic reprogramming.