PARPs are a family of 17 proteins that regulate a diverse range of cellular processes through the transfer of ADP-ribose from NAD+ to amino acids on protein targets, a process known as ADP-ribosylation. Identifying the protein substrates of an individual PARP family member is essential for understanding its cellular role; however, doing so remained an impracticable task until the development of chemical genetic strategies.