In this review, we surveyed PARP PET imaging probes developed in the past decades including the recently developed PARP PET imaging probes for CNS diseases, discussed the relation between PARP1/2 and various neurodegenerative diseases, and call for the development of new PARP PET tracers for CNS imaging. Here, PARP1 is linked to neurodegenerative disease.