These findings demonstrate that SPP1<sup>+</sup> macrophages accumulate in atrial tissues of AF patients and induce cardiomyocyte apoptosis by downregulating the PI3K/AKT pathway, thereby increasing AF susceptibility. This evidence concerns the gene AKT1 and atrial fibrillation.