Combined inhibitions of PARP and DNA damage checkpoint have the potential for high anti-cancer efficacy, but concurrent inhibitions have been hampered by intolerable side effects. In this issue of Cancer Cell, Fang and colleagues (Fang et al., 2019) propose that sequential inhibitions of PARP and DNA damage checkpoint considerably widen the therapeutic window.