In this review, we focus on studies of the biological functions of the causative genes SLC20A2, PDGFRB, PDGFB, XPR1, MYORG, and JAM2 to summarize PFBC pathogenesis and potential strategies for PFBC prevention and treatment. Here, JAM2 is linked to bilateral striopallidodentate calcinosis.