PMID- 26031410 OWN - NLM STAT- MEDLINE DCOM- 20151103 LR - 20181113 IS - 1532-6535 (Electronic) IS - 0009-9236 (Print) IS - 0009-9236 (Linking) VI - 98 IP - 3 DP - 2015 Sep TI - Physiologically based and population PK modeling in optimizing drug development: A predict-learn-confirm analysis. PG - 336-44 LID - 10.1002/cpt.155 [doi] AB - Physiologically based pharmacokinetic (PBPK) modeling and classical population pharmacokinetic (PK) model-based simulations are increasingly used to answer various drug development questions. In this study, we propose a methodology to optimize the development of drugs, primarily cleared by the kidney, using model-based approaches to determine the need for a dedicated renal impairment (RI) study. First, the impact of RI on drug exposure is simulated via PBPK modeling and then confirmed using classical population PK modeling of phase 2/3 data. This methodology was successfully evaluated and applied to an investigational agent, orteronel (nonsteroidal, reversible, selective 17,20-lyase inhibitor). A phase 1 RI study confirmed the accuracy of model-based predictions. Hence, for drugs eliminated primarily via renal clearance, this modeling approach can enable inclusion of patients with RI in phase 3 trials at appropriate doses, which may be an alternative to a dedicated RI study, or suggest that only a reduced-size study in severe RI may be sufficient. CI - (c) 2015 The Authors. Clinical Pharmacology & Therapeutics published by Wiley Periodicals, Inc. on behalf of The American Society for Clinical Pharmacology and Therapeutics. FAU - Suri, A AU - Suri A AD - Clinical Pharmacology, Millennium Pharmaceuticals, Inc., Cambridge, Massachusetts, USA, a wholly owned subsidiary of Takeda Pharmaceutical Company Limited. FAU - Chapel, S AU - Chapel S AD - Ann Arbor Pharmacometrics Group, Ann Arbor, Michigan, USA. FAU - Lu, C AU - Lu C AD - Drug Metabolism and Pharmacokinetics, Millennium Pharmaceuticals, Inc., Cambridge, Massachusetts, USA, a wholly owned subsidiary of Takeda Pharmaceutical Company Limited. FAU - Venkatakrishnan, K AU - Venkatakrishnan K AD - Clinical Pharmacology, Millennium Pharmaceuticals, Inc., Cambridge, Massachusetts, USA, a wholly owned subsidiary of Takeda Pharmaceutical Company Limited. LA - eng SI - ClinicalTrials.gov/NCT01193244 SI - ClinicalTrials.gov/NCT01193257 PT - Journal Article DEP - 20150714 PL - United States TA - Clin Pharmacol Ther JT - Clinical pharmacology and therapeutics JID - 0372741 RN - 0 (Cytochrome P-450 Enzyme Inhibitors) RN - 0 (Imidazoles) RN - 0 (Naphthalenes) RN - EC 1.14.14.19 (Steroid 17-alpha-Hydroxylase) RN - UE5K2FNS92 (orteronel) SB - IM MH - Clinical Trials, Phase I as Topic MH - Clinical Trials, Phase III as Topic MH - *Computer Simulation MH - Cytochrome P-450 Enzyme Inhibitors/administration & dosage/*pharmacokinetics MH - Drug Discovery/*methods MH - Drug Dosage Calculations MH - Humans MH - Imidazoles/administration & dosage/*pharmacokinetics MH - Kidney/*metabolism/physiopathology MH - Kidney Diseases/*metabolism/physiopathology MH - *Models, Biological MH - Naphthalenes/administration & dosage/*pharmacokinetics MH - Nonlinear Dynamics MH - Renal Elimination MH - Reproducibility of Results MH - Steroid 17-alpha-Hydroxylase/antagonists & inhibitors/metabolism PMC - PMC5039936 EDAT- 2015/06/03 06:00 MHDA- 2015/11/04 06:00 PMCR- 2015/07/14 CRDT- 2015/06/03 06:00 PHST- 2015/03/18 00:00 [received] PHST- 2015/05/13 00:00 [revised] PHST- 2015/05/27 00:00 [accepted] PHST- 2015/06/03 06:00 [entrez] PHST- 2015/06/03 06:00 [pubmed] PHST- 2015/11/04 06:00 [medline] PHST- 2015/07/14 00:00 [pmc-release] AID - CPT155 [pii] AID - 10.1002/cpt.155 [doi] PST - ppublish SO - Clin Pharmacol Ther. 2015 Sep;98(3):336-44. doi: 10.1002/cpt.155. Epub 2015 Jul 14.