Olaparib is a poly ADP-ribose polymerase inhibitor that induces synthetic lethality in tumors with deficient homologous recombination repair. Population exposure-response analyses were performed to evaluate the efficacy and safety of olaparib exposure in patients with cancer. Data from multiple phase I/II/III clinical studies from both capsule and tablet formulations were combined for efficacy (N = 410) and safety (N = 757) analyses. Exposureprogression-free survival (Cox proportional hazards model indicated that a 300 mg b.i.d. tablet was statistically superior to the 200 mg b.i.d. tablet dose (hazard ratio of 0.96), although the difference was small. Exposure-safety logistic regression models and hemoglobin models predicted similar probability of safety events or hemoglobin decrease with largely overlapping 95% confidence intervals at 300 mg b.i.d. tablet, 200 mg b.i.d. tablet, and 400 mg b.i.d. capsule. The analyses provided key assessments to support the approval of olaparib 300 mg tablet therapeutic dose in patients with ovarian and breast cancer, regardless of their breast cancer (BRCA) mutation status.Poly (ADP-ribose) polymerases (PARPs) are a family of related enzymes that play an important role in various cellular processes. 1 In tumor cells that lack functional components of homologous recombination repair (such as mutations in breast cancer (BRCA1 and BRCA2), DNA double-strand breaks cannot be repaired accurately or effectively and will result in tumor cell death. 2 Olaparib (Lynparza, AstraZeneca, Cambridge, UK) is a first-inclass oral PARP inhibitor. 2 The olaparib capsule formulation was first marketed in 2014 and has received marketing approval for the treatment of patients with BRCA mutated ovarian cancer in more than 50 countries, including those in the European Union, the United States, Switzerland, Australia, and Canada. The recommended capsule dose is 400 mg b.i.d. The olaparib tablet formulation 3 has subsequently received marketing approval for the treatment of patients with relapsed ovarian cancer in the European Union,