A strategy for preclinical formulation development using GastroPlus as pharmacokinetic simulation tool and a statistical screening design applied to a dog study
- PMID: 16219449
- DOI: 10.1016/j.ejps.2005.08.011
A strategy for preclinical formulation development using GastroPlus as pharmacokinetic simulation tool and a statistical screening design applied to a dog study
Abstract
The aim of this paper is to propose a pharmaceutical risk assessment strategy that goes beyond the usual characterisation of a clinical candidate molecule according to the biopharmaceutical classification system (BCS). This strategy was evaluated for a new CNS drug with poor solubility and good permeability. In a first step, GastroPlus was used to simulate the absorption process based on preformulation data. These input data involved a physicochemical drug characterisation including drug solubility measurements in simulated physiological media, as well as permeability determination. Further computer simulations were conducted to determine the sensitivity to changes of selected input values. Thus, oral bioavailability prediction was studied as a function of the particle size and drug solubility. The second part of the presented strategy for preclinical formulation development was to test specially designed formulations in a 2(3) screening factorial plan using the dog as the animal model. The factors were the dosage form, food effect and dose strength. One of the two experimental formulations was a capsule filled with the micronised drug, whereas the other formulation was a surfactant solution of the drug. Accordingly, a "worst case" formulation was compared with a "best case" drug solution over the clinically relevant dose range in fasted and fed dogs. The results of the computer simulation indicated that a fraction of the dose is dissolved in the stomach and precipitates partially in the small intestine. The simulation predicted almost full drug absorption during the GI transit time. Interestingly, the simulation implies that stomach drug solubility had little impact on overall fraction absorbed. The results also showed that changes of particle size and reference solubility within two orders of magnitude hardly affected the oral bioavailability. This in silico deduction was subsequently compared with the results of the dog studies. Indeed a surfactant drug solution showed no clear biopharmaceutical superiority over a solid capsule formulation on the average of both dose strengths in fasted and fed dogs. Despite the substantial variability of the in vivo data, the factorial screening design indicated marginal significant interaction between the dose level and feeding status. This can be viewed as a flag for the planning of further studies, since a potential effect of one factor may depend on the level of the other. In summary, the GastroPlus simulation together with the statistically designed dog study provided a thorough biopharmaceutical assessment of the new CNS drug. Based on these findings, it was decided to develop a standard granulate in capsules for phase I studies. More sophisticated formulation options were abandoned and so the clinical formulation development was conducted in a cost-efficient way.
Similar articles
-
In silico predictions of gastrointestinal drug absorption in pharmaceutical product development: application of the mechanistic absorption model GI-Sim.Eur J Pharm Sci. 2013 Jul 16;49(4):679-98. doi: 10.1016/j.ejps.2013.05.019. Epub 2013 May 29. Eur J Pharm Sci. 2013. PMID: 23727464
-
The role of biopharmaceutics in the development of a clinical nanoparticle formulation of MK-0869: a Beagle dog model predicts improved bioavailability and diminished food effect on absorption in human.Int J Pharm. 2004 Nov 5;285(1-2):135-46. doi: 10.1016/j.ijpharm.2004.08.001. Int J Pharm. 2004. PMID: 15488686
-
Forecasting in vivo oral absorption and food effect of micronized and nanosized aprepitant formulations in humans.Eur J Pharm Biopharm. 2010 Sep;76(1):95-104. doi: 10.1016/j.ejpb.2010.05.009. Epub 2010 Jun 1. Eur J Pharm Biopharm. 2010. PMID: 20576487
-
In vitro testing of drug absorption for drug 'developability' assessment: forming an interface between in vitro preclinical data and clinical outcome.Curr Opin Drug Discov Devel. 2004 Jan;7(1):75-85. Curr Opin Drug Discov Devel. 2004. PMID: 14982151 Review.
-
PBPK models for the prediction of in vivo performance of oral dosage forms.Eur J Pharm Sci. 2014 Jun 16;57:300-21. doi: 10.1016/j.ejps.2013.09.008. Epub 2013 Sep 21. Eur J Pharm Sci. 2014. PMID: 24060672 Review.
Cited by
-
A comprehensive review of integrative pharmacology-based investigation: A paradigm shift in traditional Chinese medicine.Acta Pharm Sin B. 2021 Jun;11(6):1379-1399. doi: 10.1016/j.apsb.2021.03.024. Epub 2021 Mar 20. Acta Pharm Sin B. 2021. PMID: 34221858 Free PMC article. Review.
-
Modeling kinetics of subcellular disposition of chemicals.Chem Rev. 2009 May;109(5):1793-899. doi: 10.1021/cr030440j. Chem Rev. 2009. PMID: 19265398 Free PMC article. Review. No abstract available.
-
Dasatinib anhydrate containing oral formulation improves variability and bioavailability in humans.Leukemia. 2023 Dec;37(12):2486-2492. doi: 10.1038/s41375-023-02045-1. Epub 2023 Oct 3. Leukemia. 2023. PMID: 37789147 Free PMC article.
-
Current methods for predicting human food effect.AAPS J. 2008 Jun;10(2):282-8. doi: 10.1208/s12248-008-9025-8. Epub 2008 May 24. AAPS J. 2008. PMID: 18500565 Free PMC article. Review.
-
Advances in Modeling Approaches for Oral Drug Delivery: Artificial Intelligence, Physiologically-Based Pharmacokinetics, and First-Principles Models.Pharmaceutics. 2024 Jul 24;16(8):978. doi: 10.3390/pharmaceutics16080978. Pharmaceutics. 2024. PMID: 39204323 Free PMC article. Review.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources