We performed an additional meta-analysis on seven studies[18–20, 24–27], using a random effect, to investigate the relationship between occupational exposure to FCS and the effect on seropositive (RA+) or seronegative (RA−) RA patients, either for ACPA and/or RF (Fig. 2). Here, PRTN3 is linked to rheumatoid arthritis.