ST8SIA5 and atrial fibrillation: We also obtained six hub gene markers involved in the occurrence and maintenance of atrial fibrillation, which were statistically significant, including ST8SIA5, ODC1, LAPTM5, NPC2, SNAP29, and FCGR3B.