ITGB1 and atrial fibrillation: To validate the role of key genes in AF, the expressions of key genes were observed, and the results showed that expression of the key genes ITGB1, HSP90AA1, CCND1, and HSPA8 was significantly increased in AF (p < 0.05) (Figures 7A,B).