NPPA and atrial fibrillation: These results clarify the ligand–receptor pairs involved in EF-activated signaling (LAMININ and COLLAGEN) in AF, the AF-specific MK signaling, the absence of certain EC outgoing signals (GRN and AGRN), and the weakened EC incoming signals (SMC's NPPA/B–NPR1) in AF.