This study marks the first exploration of hub genes in the context of stroke and SLE, suggesting EIF2AK2, PARP9, and IFI27 as potential biomarkers for further investigation into the mechanistic underpinnings of their comorbidity. This evidence concerns the gene PARP9 and Stroke.