Furthermore, IL-15, IL-17, GM-CSF, and Il-23 have been shown to have a significant correlation with the presence of RF, seropositivity of IL-23, ACPA positivity, and disease activity, suggesting their potential as biomarkers for RA diagnosis [29]. This evidence concerns the gene PRTN3 and rheumatoid arthritis.