We identify a Cardiac-Regeneration-Associated piRNA (CRAPIR) as a regulator of cardiomyocyte proliferation. We demonstrated that CRAPIR as a therapeutic target for heart regeneration through the PA2G4-NF110/NF45 signaling axis.