Therefore, we conducted a case–control study to investigate the association between serum APOA1 and sex- stratified AF and investigated the correlation between APOA1 and blood lipid profiles to help explore early potential serum biomarkers for AF. This evidence concerns the gene APOA1 and atrial fibrillation.