In a Swedish population-based case–control study, we investigated the influence of smoking on the risk of developing ACPA positive RA and ACPA negative RA, and explored aspects of the association between smoking and RA risk that have previously been investigated only to a limited extent. Here, PRTN3 is linked to rheumatoid arthritis.