Our integrative multi-omic analysis in plasma revealed that ACPA– RA and ACPA+ RA differ across multiple data modalities, suggesting that these subgroups may have distinct disease biology rather than varying along a single RA spectrum. Here, PRTN3 is linked to rheumatoid arthritis.