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Rapid CommunicationShort Communication

Robust Assessment of Statistical Significance in the Use of Unbound/Intrinsic Pharmacokinetic Parameters in Quantitative Structure–Pharmacokinetic Relationships with Lipophilicity

Andrew M. Davis, Peter J. H. Webborn and David W. Salt
Drug Metabolism and Disposition February 2000, 28 (2) 103-106;
Andrew M. Davis
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Peter J. H. Webborn
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David W. Salt
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Abstract

The optimization of pharmacokinetic properties remains one of the most challenging aspects of drug design. Key parameters, clearance and volume of distribution, are multifactorial, which makes deriving structure-pharmacokinetic relationships difficult. The correction of clearance and volume of distribution for the unbound fraction in plasma is one approach taken that has enabled quantitative structure-pharmacokinetic relationships to be derived. Three published data-sets where unbound parameters have been correlated with lipophilicity have been reanalyzed. The reanalysis has shown that high correlation coefficients can be achieved without any true correlation in the data and can lead to misinterpretation of the ways in which lipophilicity influences pharmacokinetics. Randomization procedures are proposed as a more robust method of assessing significance.

Footnotes

  • Send reprint requests to: Andrew M. Davis, Ph.D., AstraZeneca R&D, Charnwood, Bakewell Road, Loughborough, Leicestershire, LE11 5RH UK. E-mail: andy.davis{at}astrazeneca.com

  • ↵1 Present address: School of Computer Science and Mathematics, University of Portsmouth, Portsmouth, Hampshire, PO1 2EG, UK.

  • Abbreviations used are::
    fu
    fraction unbound drug in plasma
    Vuss
    unbound steady-state volume of distribution
    Vss
    steady-state volume of distribution
    CLint,,intrinsic clearance
    CLh, hepatic plasma clearance
    Qh
    hepatic blood flow
    • Received June 21, 1999.
    • Accepted October 1, 1999.
  • The American Society for Pharmacology and Experimental Therapeutics
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Drug Metabolism and Disposition: 28 (2)
Drug Metabolism and Disposition
Vol. 28, Issue 2
1 Feb 2000
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Rapid CommunicationShort Communication

Robust Assessment of Statistical Significance in the Use of Unbound/Intrinsic Pharmacokinetic Parameters in Quantitative Structure–Pharmacokinetic Relationships with Lipophilicity

Andrew M. Davis, Peter J. H. Webborn and David W. Salt
Drug Metabolism and Disposition February 1, 2000, 28 (2) 103-106;

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Rapid CommunicationShort Communication

Robust Assessment of Statistical Significance in the Use of Unbound/Intrinsic Pharmacokinetic Parameters in Quantitative Structure–Pharmacokinetic Relationships with Lipophilicity

Andrew M. Davis, Peter J. H. Webborn and David W. Salt
Drug Metabolism and Disposition February 1, 2000, 28 (2) 103-106;
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