Expression validation revealed that RCOR1 and ZBTB7A exhibited consistently elevated expression across AF and ATH samples in GSE79768, GSE41571, and GSE13985, suggesting their involvement as stable cross-disease regulatory candidates. This evidence concerns the gene ZBTB7A and atrial fibrillation.