To identify SLE patients from healthy controls in the SLE dataset (GSE61635), CDK1 (AUC: 0.923) and TOP2A (AUC: 0.904) showed preferable diagnostic effectiveness (Fig. 9A). Here, CDK1 is linked to systemic lupus erythematosus.