In conclusion, we identified three predictive gene biomarkers (SEZ6, NRAD1, and LPAR4) of APO in pregnant women with SLE, among which SEZ6 and LPAR4 were closely associated with immune cell infiltration. This evidence concerns the gene SEZ6 and systemic lupus erythematosus.