The best performing algorithm was one with ≥ 3 SLE International Classification of Diseases, Ninth Revision (ICD-9) code 710.0 counts, ANA positive laboratory result, ever use of DMARDs, and ever corticosteroids use. This evidence concerns the gene BTG3 and systemic lupus erythematosus.