This document summarizes poly(ADP-ribose) polymerase (PARP) and peroxisome proliferator-activated receptors (PPARs), including their structures, functions, and therapeutic potential. PARP is a family of enzymes that catalyze poly(ADP-ribosyl)ation involved in DNA repair. PPARs are nuclear receptors that regulate lipid homeostasis, metabolism, and inflammation. Both PARP inhibitors and PPAR agonists have potential applications in cancer, diabetes, inflammation, and cardiovascular disease by modulating DNA repair and metabolic pathways.