Our study demonstrated that synovitis and osteitis scores increased during progression from arthralgia to clinical arthritis, suggesting an ‘outside-in’ temporal relationship of arthritis development, particularly in ACPA-negative RA. Here, PRTN3 is linked to synovitis.