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. This evidence concerns the gene XPR1 and bilateral striopallidodentate calcinosis.