PRTN3 and systemic lupus erythematosus: In conclusion, despite the small sample size and the cross-sectional design of this study, the application of machine learning models provides a new point of view in the research of biomarkers for SLE-related erosive arthritis, confirming the possible role of ACPA and anti-CarP on this specific phenotype.