Skip to main content

Advertisement

Log in

Isothermal Microcalorimetry as a Quality by Design Tool to Determine Optimal Blending Sequences

  • Research Article
  • Theme: Role of Dissolution in QbD and Drug Product Life Cycle
  • Published:
The AAPS Journal Aims and scope Submit manuscript

Abstract

This study was designed to assess the value of isothermal microcalorimetry (ITMC) as a quality by design (QbD) tool to optimize blending conditions during tablet preparation. Powder mixtures that contain microcrystalline cellulose (MCC), dibasic calcium phosphate dihydrate (DCPD), and prednisone were prepared as 1:1:1 ratios using different blending sequences. ITMC was used to monitor the thermal activity of the powder mixtures before and after each blending process. Differential scanning calorimetry (DSC) and X-ray powder diffraction (XRPD) were performed on all final powder mixtures. Final powder mixtures were used to prepare tablets with 10 mg prednisone content, and dissolution tests were performed on all tablet formulations. Using ITMC, it was observed that the powder mixtures had different thermal activity depending on the blending sequences of the ingredients. All mixtures prepared by mixing prednisone with DCPD in the first stage were associated with relatively fast and significant heat exchange. In contrast, mixing prednisone with MCC in the first step resulted in slower heat exchange. Powder mixture with high thermal activity showed extra DSC peaks, and their dissolution was generally slower compared to the other tablets. Blending is considered as a critical parameter in tablet preparation. This study showed that ITMC is a simple and efficient tool to monitor solid-state reactions between excipients and prednisone depending on blending sequences. ITMC has the potential to be used in QbD approaches to optimize blending parameters for prednisone tablets.

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

Similar content being viewed by others

References

  1. Xie L, Wu H, Shen M, Augsburger LL, Lyon RC, Khan MA, et al. Quality-by-design (QbD): effects of testing parameters and formulation variables on the segregation tendency of pharmaceutical powder measured by the ASTM D 6940-04 segregation tester. J Pharm Sci. 2008;97:4485–97.

    Article  CAS  PubMed  Google Scholar 

  2. Yu LX. Pharmaceutical quality by design: product and process development, understanding, and control. Pharm Res. 2008;25:781–91.

    Article  CAS  PubMed  Google Scholar 

  3. J. Woodcock. The concept of pharmaceutical quality. Am. Pharm. Rev; 2004, p. 1–3

  4. Lionberger RA, Lee SL, Lee L, Raw A, Yu LX. Quality by design: concepts for ANDAs. Aaps J. 2008;10:268–76.

    Article  CAS  PubMed  Google Scholar 

  5. Sinka IC, Motazedian F, Cocks ACF, Pitt KG. The effect of processing parameters on pharmaceutical tablet properties. Powder Technol. 2009;189:176–84.

    Google Scholar 

  6. Berthiaux H, Marikh K, Gatumel C. Continuous mixing of powder mixtures with pharmaceutical process constraints. Chemical Engineering and Processing: Process Intensification. 2008;47:2315–22.

    Article  CAS  Google Scholar 

  7. Lindley JA. Mixing processes for agricultural and food materials: 3. Powders and particulates. J Agric Eng Res. 1991;49:1–19.

    Article  Google Scholar 

  8. Bellamy LJ, Nordon A, Littlejohn D. Real-time monitoring of powder mixing in a convective blender using non-invasive reflectance NIR spectrometry. Analyst. 2008;133:58–64.

    Article  CAS  PubMed  Google Scholar 

  9. Sekulic SS, Ward II HW, Brannegan DR, Stanley ED, Evans CL, Sciavolino ST, et al. On-line monitoring of powder blend homogeneity by near-infrared spectroscopy. Anal Chem. 1996;68:509–13.

    Article  CAS  Google Scholar 

  10. Harwood CF, Walanski KA. Monitoring the mixing of powders. Am Chem Soc Div Org Coatings Plast Chem Prepr. 1973;33:508–15.

    CAS  Google Scholar 

  11. Schofield C. The definition and assessment of mixture quality in mixtures of particulate solids. Powder Technol. 1976;15:169–80.

    Article  Google Scholar 

  12. Al-Hallak MHDK, Xu Z, Ghaffari F, Löbenberg R. The effect of compression forces on the stability of dibasic calcium phosphate dihydrate tablets in the presence of glutamic acid hydrochloride monitored by isothermal calorimetry. Thermochimica Acta. 2007;467:86–90.

    Article  Google Scholar 

  13. Selzer T, Radau M, Kreuter J. The use of isothermal heat conduction microcalorimetry to evaluate drug stability in tablets. Int J Pharm. 1999;184:199–206.

    Article  CAS  PubMed  Google Scholar 

  14. Bucktonand G, Darcy P. Assessment of disorder in crystalline powders—a review of analytical techniques and their application. Int J Pharm. 1999;179:141–58.

    Article  Google Scholar 

  15. Tian F, Zhang F, Sandler N, Gordon KC, McGoverin CM, Strachan CJ, et al. Influence of sample characteristics on quantification of carbamazepine hydrate formation by X-ray powder diffraction and Raman spectroscopy. Eur J Pharm Biopharm. 2007;66:466–74.

    Article  CAS  PubMed  Google Scholar 

  16. Jablonski P, Müller-Blecking A, Borchard W. A method to determine mixing enthalpies by DSC. J Therm Anal Calorim. 2003;73:779–87.

    Article  Google Scholar 

  17. Azarmi S, Roa W, Lobenberg R. Current perspectives in dissolution testing of conventional and novel dosage forms. Int J Pharm. 2007;328:12–21.

    Article  CAS  PubMed  Google Scholar 

  18. Gaisford S. Stability assessment of pharmaceuticals and biopharmaceuticals by isothermal calorimetry. Curr Pharm Biotechnol. 2005;6:181–91.

    Article  CAS  PubMed  Google Scholar 

  19. Urakami K. Characterization of pharmaceutical polymorphs by isothermal calorimetry. Curr Pharm Biotechnol. 2005;6:193–203.

    Article  CAS  PubMed  Google Scholar 

  20. Shah B, Kakumanu VK, Bansal AK. Analytical techniques for quantification of amorphous/crystalline phases in pharmaceutical solids. J Pharm Sci. 2006;95:1641–65.

    Article  CAS  PubMed  Google Scholar 

  21. Costa P, Sousa LJ. Modeling and comparison of dissolution profiles. Eur J Pharm Sci. 2001;13(2):123–33.

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Raimar Löbenberg.

Additional information

Guest Editor: Susan D’Souza

Rights and permissions

Reprints and permissions

About this article

Cite this article

Al-Hallak, M.H.D.K., Azarmi, S., Xu, Z. et al. Isothermal Microcalorimetry as a Quality by Design Tool to Determine Optimal Blending Sequences. AAPS J 12, 417–423 (2010). https://doi.org/10.1208/s12248-010-9202-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1208/s12248-010-9202-4

Key words

Navigation