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CPT Pharmacometrics Syst Pharmacol. 2015 Apr;4(4):243-54. doi: 10.1002/psp4.32. Epub 2015 Apr 16.

Quantifying and Communicating Uncertainty in Preclinical Human Dose-Prediction.

CPT: pharmacometrics & systems pharmacology

M Sundqvist, A Lundahl, M B Någård, U Bredberg, P Gennemark

Affiliations

  1. CVMD iMed DMPK, AstraZeneca R&D SE-431, 83, Mölndal, Sweden.

PMID: 26225248 PMCID: PMC4429578 DOI: 10.1002/psp4.32

Abstract

Human dose-prediction is fundamental for ranking lead-optimization compounds in drug discovery and to inform design of early clinical trials. This tutorial describes how uncertainty in such predictions can be quantified and efficiently communicated to facilitate decision-making. Using three drug-discovery case studies, we show how several uncertain pieces of input information can be integrated into one single uncomplicated plot with key predictions, including their uncertainties, for many compounds or for many scenarios, or both.

References

  1. Drug Metab Dispos. 2005 Sep;33(9):1304-11 - PubMed
  2. Biochem Biophys Res Commun. 1991 Mar 29;175(3):880-5 - PubMed
  3. Phys Med. 2013 Sep;29(5):556-61 - PubMed
  4. Brain Behav Evol. 2009;73(2):81-90 - PubMed
  5. Drug Metab Dispos. 2013 Dec;41(12):1975-93 - PubMed
  6. Science. 2011 Sep 9;333(6048):1393-400 - PubMed
  7. Psychol Sci. 2009 Mar;20(3):299-308 - PubMed
  8. Drug Metab Dispos. 2004 Jun;32(6):612-9 - PubMed
  9. Xenobiotica. 2012 Sep;42(9):841-53 - PubMed
  10. Drug Discov Today. 2013 Aug;18(15-16):764-75 - PubMed
  11. Clin Pharmacokinet. 1996 May;30(5):329-32 - PubMed
  12. Br J Pharmacol. 2009 Jul;157(6):907-21 - PubMed
  13. AAPS PharmSci. 2001;3(4):E29 - PubMed
  14. Eur J Pharm Sci. 2007 Aug;31(5):249-61 - PubMed
  15. Pharm Res. 1995 Mar;12(3):413-20 - PubMed
  16. Proc Natl Acad Sci U S A. 2013 Aug 20;110 Suppl 3:14055-61 - PubMed
  17. Eur J Pharm Sci. 2013 Jul 16;49(4):679-98 - PubMed
  18. J Pharmacokinet Biopharm. 1982 Apr;10(2):201-27 - PubMed
  19. Toxicol Sci. 2007 Oct;99(2):395-402 - PubMed
  20. J Pharm Pharmacol. 2007 Sep;59(9):1181-90 - PubMed
  21. Pharm Res. 2005 Oct;22(10 ):1614-26 - PubMed
  22. Drug Metab Dispos. 2010 Jul;38(7):1147-58 - PubMed
  23. AAPS J. 2012 Jun;14(2):262-81 - PubMed
  24. J Pharmacokinet Pharmacodyn. 2013 Dec;40(6):651-67 - PubMed
  25. J Clin Pharmacol. 2009 May;49(5):513-33 - PubMed
  26. Drug Metab Pharmacokinet. 2003;18(2):121-7 - PubMed
  27. J Pharm Sci. 2011 Oct;100(10):4074-89 - PubMed
  28. J Clin Pharmacol. 2013 Feb;53(2):178-91 - PubMed
  29. Science. 1997 Apr 4;276(5309):122-6 - PubMed
  30. Xenobiotica. 2007 Oct-Nov;37(10-11):1295-310 - PubMed
  31. Comp Biochem Physiol C. 1990;96(1):131-3 - PubMed
  32. Basic Clin Pharmacol Toxicol. 2005 Mar;96(3):182-92 - PubMed
  33. Drug Metab Dispos. 2003 May;31(5):580-8 - PubMed
  34. Pharm Res. 2005 Jan;22(1):103-12 - PubMed
  35. Pharm Res. 2000 Feb;17(2):135-40 - PubMed
  36. Biochem Pharmacol. 1994 Apr 29;47(9):1469-79 - PubMed
  37. Expert Opin Drug Metab Toxicol. 2006 Aug;2(4):591-608 - PubMed
  38. Drug Metab Dispos. 2004 Jun;32(6):603-11 - PubMed
  39. J Pharm Sci. 2006 Aug;95(8):1810-21 - PubMed
  40. J Clin Pharmacol. 2013 Feb;53(2):167-77 - PubMed
  41. Vet Res Commun. 1983 Dec;7(1-4):313-24 - PubMed
  42. Xenobiotica. 2011 Nov;41(11):972-87 - PubMed
  43. Clin Pharmacokinet. 1999 Mar;36(3):211-31 - PubMed
  44. J Cell Physiol. 1986 May;127(2):197-206 - PubMed
  45. Xenobiotica. 1997 May;27(5):513-25 - PubMed
  46. Drug Metab Dispos. 2011 Sep;39(9):1633-42 - PubMed
  47. AAPS J. 2013 Apr;15(2):377-87 - PubMed
  48. Chem Res Toxicol. 2012 Aug 20;25(8):1616-32 - PubMed
  49. Psychopharmacology (Berl). 2011 Jun;215(3):581-93 - PubMed
  50. Drug Metab Dispos. 2005 Sep;33(9):1297-303 - PubMed
  51. Eur J Pharm Sci. 2014 Jun 16;57:99-151 - PubMed
  52. J Pharm Sci. 2006 Aug;95(8):1783-99 - PubMed
  53. J Bioinform Comput Biol. 2014 Jun;12(3):1450010 - PubMed
  54. J Pharm Pharmacol. 2007 Jun;59(6):803-28 - PubMed
  55. AAPS J. 2011 Dec;13(4):565-75 - PubMed
  56. Philos Trans A Math Phys Eng Sci. 2011 Dec 13;369(1956):4891-912 - PubMed
  57. J Pharm Sci. 1979 Sep;68(9):1203-5 - PubMed
  58. J Pharm Sci. 2011 Oct;100(10):4090-110 - PubMed
  59. J Pharm Sci. 2011 Oct;100(10):4127-57 - PubMed
  60. Med Phys. 2006 Jul;33(7):2548-56 - PubMed
  61. Toxicol Lett. 2001 Mar 31;120(1-3):411-20 - PubMed
  62. J Pharmacol Toxicol Methods. 2000 Jul-Aug;44(1):235-49 - PubMed
  63. Clin Pharmacol Ther. 2008 Jun;83(6):909-12 - PubMed
  64. J Pharm Sci. 1997 May;86(5):584-90 - PubMed
  65. Proc Natl Acad Sci U S A. 2013 Aug 20;110 Suppl 3:14033-9 - PubMed

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