In this study, by screening genes causally associated with AF through eQTL data and intersecting them with AF-associated DEGs from bioinformatics analysis, we confirmed that RABAC1 is overexpressed in AF patients and may serve as a protective factor in reducing morbidity. This evidence concerns the gene RABAC1 and atrial fibrillation.