Evaluation of human pharmacokinetics, therapeutic dose and exposure predictions using marketed oral drugs
- PMID: 17584017
- DOI: 10.2174/138920007780866799
Evaluation of human pharmacokinetics, therapeutic dose and exposure predictions using marketed oral drugs
Abstract
In this article approaches to predict human pharmacokinetics (PK) are discussed and the capability of the exemplified methodologies to estimate individual PK parameters and therapeutic dose for a set of marketed oral drugs has been assessed. For a set of 63 drugs where the minimum efficacious concentration (MEC) and human PK were known, the clinical dose was shown to be well predicted or in some cases over-estimated using a simple one-compartment oral PK model. For a subset of these drugs, in vitro potency against the primary human targets was gathered, and compared to the observed MEC. When corrected for plasma protein binding, the MEC of the majority of compounds was < or=3 fold over the respective in vitro target potency value. A series of in vitro and in vivo experiments were conducted to predict the human PK parameters. Metabolic clearance was generally predicted well from human hepatocytes. Interestingly, for this compound set, allometry or glomerular filtration rate (GFR) ratio methods appeared to be applicable for renal CL even where CL(renal) > GFR. For approximately 90% of compounds studied, the predicted CL using in vitro-in vivo (IVIV) extrapolation together with a CL(renal) estimate, where appropriate, was within 2-fold of that observed clinically. Encouragingly volume of distribution at steady state (V(ss)) estimated in preclinical species (rat and dog) when corrected for plasma protein binding, predicted human V(ss) successfully on the majority of occasions--73% of compounds within 2-fold. In this laboratory, absorption estimated from oral rat PK studies was lower than the observed human absorption for most drugs, even when solubility and permeability appeared not to be limiting. Preliminary data indicate absorption in the dog may be more representative of human for compounds absorbed via the transcellular pathway. Using predicted PK and MEC values estimated from in vitro potency assays there was a good correlation between predicted and observed dose. This analysis suggests that for oral therapies, human PK parameters and clinical dose can be estimated from a consideration of data obtained from in vitro screens using human derived material and in vivo animal studies. The benefits and limitations of this holistic approach to PK and dose prediction within the drug discovery process are exemplified and discussed.
Similar articles
-
PhRMA CPCDC initiative on predictive models of human pharmacokinetics, part 4: prediction of plasma concentration-time profiles in human from in vivo preclinical data by using the Wajima approach.J Pharm Sci. 2011 Oct;100(10):4111-26. doi: 10.1002/jps.22551. Epub 2011 Apr 7. J Pharm Sci. 2011. PMID: 21480234
-
Towards a better prediction of peak concentration, volume of distribution and half-life after oral drug administration in man, using allometry.Clin Pharmacokinet. 2011 May;50(5):307-18. doi: 10.2165/11539250-000000000-00000. Clin Pharmacokinet. 2011. PMID: 21456631
-
PhRMA CPCDC initiative on predictive models of human pharmacokinetics, part 3: comparative assessement of prediction methods of human clearance.J Pharm Sci. 2011 Oct;100(10):4090-110. doi: 10.1002/jps.22552. Epub 2011 May 3. J Pharm Sci. 2011. PMID: 21541938
-
Preclinical pharmacokinetics: an approach towards safer and efficacious drugs.Curr Drug Metab. 2006 Feb;7(2):165-82. doi: 10.2174/138920006775541552. Curr Drug Metab. 2006. PMID: 16472106 Review.
-
Mechanistic prediction of first-in-human dose for bispecific CD3/EpCAM T-cell engager antibody M701, using an integrated PK/PD modeling method.Eur J Pharm Sci. 2021 Mar 1;158:105584. doi: 10.1016/j.ejps.2020.105584. Epub 2020 Oct 9. Eur J Pharm Sci. 2021. PMID: 33039565 Review.
Cited by
-
Why Decreasing Lipophilicity Alone Is Often Not a Reliable Strategy for Extending IV Half-life.ACS Med Chem Lett. 2018 Apr 19;9(6):522-527. doi: 10.1021/acsmedchemlett.8b00047. eCollection 2018 Jun 14. ACS Med Chem Lett. 2018. PMID: 29937976 Free PMC article.
-
Pharmacodynamic model of sodium-glucose transporter 2 (SGLT2) inhibition: implications for quantitative translational pharmacology.AAPS J. 2011 Dec;13(4):576-84. doi: 10.1208/s12248-011-9297-2. Epub 2011 Aug 26. AAPS J. 2011. PMID: 21870203 Free PMC article.
-
Effect of the Plasticizer DEHP in Blood Collection Bags on Human Plasma Fraction Unbound Determination for Alpha-1-Acid Glycoprotein (AAG) Binding Drugs.AAPS J. 2018 Nov 16;21(1):5. doi: 10.1208/s12248-018-0276-8. AAPS J. 2018. PMID: 30446887
-
The influence of the 'organizational factor' on compound quality in drug discovery.Nat Rev Drug Discov. 2011 Sep 30;10(10):749-65. doi: 10.1038/nrd3552. Nat Rev Drug Discov. 2011. PMID: 21959288 Review.
-
Benchmarking of Human Dose Prediction for Inhaled Medicines from Preclinical In Vivo Data.Pharm Res. 2017 Dec;34(12):2557-2567. doi: 10.1007/s11095-017-2218-z. Epub 2017 Jul 6. Pharm Res. 2017. PMID: 28685298
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources