Subsequently, by LASSO regression analysis, we constructed prediction models for 15 diagnostic genes in the endometriosis cohort and 6 diagnostic genes in the SLE cohort, respectively, and identified four co-diagnostic genes (PMP22, QSOX1, REV3L, SP110). Here, SP110 is linked to systemic lupus erythematosus.