We identified a TNF + PGE2 (TP) induced gene expression signature that is enriched in IL1β+ RA and ICI-arthritis monocytic subsets, and includes genes in pathogenic IL-1, Notch and neutrophil chemokine pathways. Here, TNF is linked to Arthritis.