Here authors show that cf DNA levels are higher in RA patients and that in a rat adjuvant-induced arthritis model, the exonuclease TREX1 suppresses synovial inflammation via promoting the degradation of cf DNA and inhibiting a senescence-like cellular state. Here, TREX1 is linked to arthritic joint disease.