In order to assess the statistical power of PIWAS to detect enriched antigens in a cohort, we performed computational experiments where we adjusted the magnitude and prevalence of known autoantigenic signal against Sm antigens (specifically small nuclear ribonucleoprotein-associated proteins B and B’) in a cohort of SLE patients. This evidence concerns the gene SNRPB and systemic lupus erythematosus.