ENPP1 and atrial fibrillation: Among these factors, a proper balance of PPi metabolism has been linked to dystrophic calcification in the endplate and AF compartments of the disc, as shown in ANK and ENPP1 mutant mice (Ohnishi et al. 2023; Siu et al. 2016; Arima et al. 2024).