Proline-arginine-rich end leucine-rich repeat protein (PRELP) and decorin both belong to a broader family of proteoglycans that regulates collagen formation, which has been implicated in the pathogenesis of AF and may regulate growth factors involved in LA hypertrophy18. Here, PRELP is linked to atrial fibrillation.