Furthermore, recent research in a population-based cohort in Japan revealed in non-RA healthy individuals that there was a dose-dependent association of smoking not only with high levels of ACPA but also with high levels of RF [16]. This evidence concerns the gene PRTN3 and rheumatoid arthritis.