Moreover, histological analysis of atrial tissue from AF patients has revealed increased infiltration of CD68+ macrophages and upregulation of immune checkpoint and inflammasome markers, further supporting the integration of immune-mediated inflammation into the classical AF remodeling paradigm (13, 14). Here, CD68 is linked to atrial fibrillation.