Skip to main content
Log in

Population In Vitro-In Vivo Correlation Model for Pramipexole Slow-Release Oral Formulations

  • Research Paper
  • Published:
Pharmaceutical Research Aims and scope Submit manuscript

Abstract

Purpose

To establish an in vitro-in vivo level A correlation (IVIVC) for pramipexole slow-release formulations.

Methods

The IVIVC was developed based on data from an immediate-release (IR) and three slow-release (SR) formulations of pramipexole; a fourth SR formulation was used for validation purposes. In vitro dissolution profiles were obtained from all SR formulations. Fifteen volunteers received all pramipexole formulations in a randomized cross-over trial. Data were analyzed using the population modelling approach as implemented in NONMEM VI.

Results

Dissolution profiles of the SR formulations were described by the Weibull model. The pharmacokinetics of the IR formulation were described by a two-compartment disposition model with first-order absorption. Difference between the in vivo and in vitro estimates of the release rate constants (kd) from the Weibull function suggests the release process occurs faster in vivo. Pharmacokinetic profiles for SR formulations were described based on the in vitro release model with kd increased in 0.058 h−1 and the population pharmacokinetic model developed from the IR formulation.

Conclusion

A level A IVIVC was established and evaluated for the pramipexole SR formulations, which can be used in the future as a surrogate to avoid certain bioequivalence studies.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  1. Jankovic J. Parkinson’s disease: clinical features and diagnosis. J Neurol Neurosurg Psychiatry. 2008;79:368–76.

    Article  CAS  PubMed  Google Scholar 

  2. Horstink M, Tolosa E, Bonuccelli U, Deuschl G, Friedman A, Kanovsky P, et al. European federation of neurological societies, and movement disorder society-European section. Review of the therapeutic management of Parkinson’s disease. Report of a joint task force of the European Federation of Neurological Societies (EFNS) and the Movement Disorder Society-European Section (MDS-ES). Part II: late (complicated) Parkinson’s disease. Eur J Neurol. 2006;13:1186–202.

    Article  CAS  PubMed  Google Scholar 

  3. Horstink M, Tolosa E, Bonuccelli U, Deuschl G, Friedman A, Kanovsky P, et al. European Federation of Neurological Societies, and Movement Disorder Society-European Section. Review of the therapeutic management of Parkinson’s disease. Report of a joint task force of the European Federation of Neurological Societies and the Movement Disorder Society-European Section. Part I: early (uncomplicated) Parkinson’s disease. Eur J Neurol. 2006;13:1170–85.

    Article  CAS  PubMed  Google Scholar 

  4. Schapira AH. Present and future drug treatment for Parkinson’s disease. J Neurol Neurosurg Psychiatry. 2005;76:1472–8.

    Article  CAS  PubMed  Google Scholar 

  5. Ryan M, Slevin JT. Restless legs syndrome. Am J Health Syst Pharm. 2006;63:1599–612.

    Article  CAS  PubMed  Google Scholar 

  6. Dutta S, Qiu Y, Samara E, Cao G, Granneman GR. Once-a-day extended-release dosage form of divalproex sodium III: development and validation of a Level A in vitro-in vivo correlation (IVIVC). J Pharm Sci. 2005;94:1949–56.

    Article  CAS  PubMed  Google Scholar 

  7. Food and Drug Administration. Guidance for industry extended release oral dosage forms: development, evaluation, and application of in vitro/in vivo correlations. http://www.fda.gov/downloads/Drugs/GuidanceComplianceRegulatoryInformation/Guidances/ucm070239.pdf (accessed Nov/25/2009).

  8. The European Agency for the Evaluation of Medicinal Products. Note for guidance on quality of modified release products: a.oral dosage forms B.Transdermal Dosage Forms Section I (Quality). http://www.emea.europa.eu/pdfs/human/qwp/060496en.pdf (accessed November/25/2009).

  9. Uppoor VR. Regulatory perspectives on in vitro (dissolution)/in vivo (bioavailability) correlations. J Control Release. 2001;72:127–32.

    Article  CAS  PubMed  Google Scholar 

  10. Liu Y, Schwartz JB, Schnaare RL, Sugita ET. A multi-mechanistic drug release approach in a bead dosage form and in vitro/in vivo correlations. Pharm Dev Technol. 2003;8:409–17.

    Article  CAS  PubMed  Google Scholar 

  11. Modi NB, Lam A, Lindemulder E, Wang B, Gupta SK. Application of in vitro-in vivo correlations (IVIVC) in setting formulation release specifications. Biopharm Drug Dispos. 2000;21:321–6.

    Article  CAS  PubMed  Google Scholar 

  12. Souliman S, Blanquet S, Beyssac E, Cardot JM. A level A in vitro/in vivo correlation in fasted and fed states using different methods: applied to solid immediate release oral dosage form. Eur J Pharm Sci. 2006;27:72–9.

    Article  CAS  PubMed  Google Scholar 

  13. Sunesen VH, Pedersen BL, Kristensen HG, Mullertz A. In vivo in vitro correlations for a poorly soluble drug, danazol, using the flow-through dissolution method with biorelevant dissolution media. Eur J Pharm Sci. 2005;24:305–13.

    Article  CAS  PubMed  Google Scholar 

  14. Amidon GL, Lennernas H, Shah VP, Crison JR. A theoretical basis for a biopharmaceutic drug classification: the correlation of in vitro drug product dissolution and in vivo bioavailability. Pharm Res. 1995;12:413–20.

    Article  CAS  PubMed  Google Scholar 

  15. Beal SL, Sheiner LB. NONMEM Users Guides, Icon Development Solutions, Ellicot City, Maryland, USA, 1989–2006.

  16. Ludden TM, Beal SL, Sheiner LB. Comparison of the Akaike Information Criterion, the Schwarz criterion and the F test as guides to model selection. J Pharmacokinet Biopharm. 1994;22:431–45.

    Article  CAS  PubMed  Google Scholar 

  17. Karlsson M, Holford NH. A tutorial on visual predictive checks. www.page-meeting.org/?abstract=1434.

  18. Costa P, Sousa Lobo JM. Modeling and comparison of dissolution profiles. Eur J Pharm Sci. 2001;13:123–33.

    Article  CAS  PubMed  Google Scholar 

  19. Karlsson MO, Savic RM. Diagnosing model diagnostics. Clin Pharmacol Ther. 2007;82:17–20.

    Article  CAS  PubMed  Google Scholar 

  20. Rossenu S, Gaynor C, Vermeulen A, Cleton A, Dunne A. A nonlinear mixed effects IVIVC model for multi-release drug delivery systems. J Pharmacokinet Pharmacodyn. 2008;35:423–41.

    Article  CAS  PubMed  Google Scholar 

  21. O’Hara T, Hayes S, Davis J, Devane J, Smart T, Dunne A. In vivo-in vitro correlation (IVIVC) modeling incorporating a convolution step. J Pharmacokinet Pharmacodyn. 2001;28:277–98.

    Article  PubMed  Google Scholar 

  22. Buchwald P. Direct, differential-equation-based in-vitro-in-vivo correlation (IVIVC) method. J Pharm Pharmacol. 2003;55:495–504.

    Article  CAS  PubMed  Google Scholar 

  23. Adams E, Coomans D, Smeyers-Verbeke J, Massart DL. Non-linear mixed effects models for the evaluation of dissolution profiles. Int J Pharm. 2002;240:37–53.

    Article  CAS  PubMed  Google Scholar 

  24. Bonferoni MC, Rossi S, Ferrari F, Bertoni M, Bolhuis GK, Caramella C. On the employment of lambda carrageenan in a matrix system. III. Optimization of a lambda carrageenan-HPMC hydrophilic matrix. J Control Release. 1998;51:231–9.

    Article  CAS  PubMed  Google Scholar 

  25. Koester LS, Ortega GG, Mayorga P, Bassani VL. Mathematical evaluation of in vitro release profiles of hydroxypropylmethylcellulose matrix tablets containing carbamazepine associated to beta-cyclodextrin. Eur J Pharm Biopharm. 2004;58:177–9.

    Article  CAS  PubMed  Google Scholar 

  26. Varma MV, Kaushal AM, Garg S. Influence of micro-environmental pH on the gel layer behavior and release of a basic drug from various hydrophilic matrices. J Control Release. 2005;103:499–510.

    Article  CAS  PubMed  Google Scholar 

  27. Bressolle F, Gomeni R, Alric R, Royer-Morrot MJ, Necciari J. A double Weibull input function describes the complex absorption of sustained-release oral sodium valproate. J Pharm Sci. 1994;83:1461–4.

    Article  CAS  PubMed  Google Scholar 

  28. Rietbrock S, Merz PG, Fuhr U, Harder S, Marschner JP, Loew D, et al. Absorption behavior of sulpiride described using Weibull functions. Int J Clin Pharmacol Ther. 1995;33:299–303.

    CAS  PubMed  Google Scholar 

  29. Zhou H. Pharmacokinetic strategies in deciphering atypical drug absorption profiles. J Clin Pharmacol. 2003;43:211–27.

    Article  CAS  PubMed  Google Scholar 

  30. Kvernmo T, Hartter S, Burger E. A review of the receptor-binding and pharmacokinetic properties of dopamine agonists. Clin Ther. 2006;28:1065–78.

    Article  CAS  PubMed  Google Scholar 

  31. Pinter MM, Pogarell O, Oertel WH. Efficacy, safety, and tolerance of the non-ergoline dopamine agonist pramipexole in the treatment of advanced Parkinson’s disease: a double blind, placebo controlled, randomised, multicentre study. J Neurol Neurosurg Psychiatry. 1999;66:436–41.

    Article  CAS  PubMed  Google Scholar 

  32. Balan G, Timmins P, Greene DS, Marathe PH. In-vitro in-vivo correlation models for glibenclamide after administration of metformin/glibenclamide tablets to healthy human volunteers. J Pharm Pharmacol. 2000;52:831–8.

    Article  CAS  PubMed  Google Scholar 

  33. Food and Drug Administration. Guidance for industry: SUPAC-MR: modified release solid oral dosage forms; scale-up and post-approval changes: chemistry, manufacturing and controls, in vitro dissolution testing, and in vivo bioequivalence documentation. http://www.fda.gov/downloads/Drugs/GuidanceComplianceRegulatoryInformation/Guidances/UCM070640.pdf (accessed November/25/2009).

Download references

Acknowledgements

The authors acknowledge Silke Luedtke and Jochen Scher of the Departments of Bioanalytics and Analytics, Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Iñaki F. Trocóniz.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Soto, E., Haertter, S., Koenen-Bergmann, M. et al. Population In Vitro-In Vivo Correlation Model for Pramipexole Slow-Release Oral Formulations. Pharm Res 27, 340–349 (2010). https://doi.org/10.1007/s11095-009-0027-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11095-009-0027-8

KEY WORDS

Navigation