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Scale-Up of Freeze-Drying Cycles, the Use of Process Analytical Technology (PAT), and Statistical Analysis

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Lyophilization of Pharmaceuticals and Biologicals

Abstract

Traditionally, the quality of pharmaceutical drugs is tested on the final freeze-dried product following a regulatory framework known as Quality-by-Testing (QbT) (Yu, Pharm Res 25: 781–91, 2008). In this system, product quality and performance are ensured by performing extensive tests on the final product, and by using a fixed formulation and manufacturing process. In contrast, the US Food and Drug Administration (FDA) proposed the Quality by Design (QbD) initiative with the idea that quality cannot be “tested into” the product, but it should be built into it (FDA, Guidance for industry, Q8(R2) pharmaceutical development. Dept. of Health and Human Services, Center for Drug Evaluation and Research. Rockville, MD, 2009). Quality by Design consists of a systematic approach to pharmaceutical product development that begins with predefined objectives and emphasizes product and process understanding and process control, based on sound science and quality risk management (FDA, Guidance for industry, Q8(R2) pharmaceutical development. Dept. of Health and Human Services, Center for Drug Evaluation and Research. Rockville, MD, 2009; Mockus et al, Pharm Dev Technol 16: 549–76, 2011; Yu, Pharm Res 25: 781–91, 2008). In this chapter, a statistical model for the sublimation step in freeze-drying was used to construct the design space for the cycle development and to select adequate parameters for scaling up from pilot to commercial scale. Three critical operating variables of the process were tested: freezing rate, shelf temperature, and chamber pressure in primary drying. The model was used to predict the sublimation rate and the product temperature, since their selection is of paramount importance to obtain a product of high quality. The obtained results were then used to define the design space of the product at pilot scale.

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Abbreviations

A :

Cross sectional area (m2)

b :

Model parameters

ΔH:

Latent heat of sublimation (J kg−1)

K v :

Vial heat transfer coefficient (W m−2 K−1)

L :

Product layer thickness (m)

m :

Mass (kg)

\( \dot{m} \) :

Sublimation rate (kg s−1)

P :

Pressure (Pa)

\( \dot{Q} \) :

Heat flow rate (W)

R p :

Mass transfer resistance (kPa s m2 kg−1)

T :

Temperature (K)

Tg′:

Glass transition temperature (K)

T coll :

Collapse temperature (K)

T eu :

Eutectic melt temperature (K)

y :

Critical process parameters

x :

Operating variable

ε :

Random error assumed to follow a Gaussian distribution

λ :

Thermal conductivity (W m−1 K−1)

b:

Vial bottom

c:

Chamber

ice:

Ice

i:

Interface

max:

Maximum

s:

Shelf

References

  1. Carpenter JF, Chang BS, Garzon-Rodriguez W, Randolph TW (2002) Rational design of stable lyophilized protein formulations: theory and practice. In: Carpenter JF, Manning MC (eds) Rational design of stable protein formulations: theory and practice. Springer, Boston, MA

    Chapter  Google Scholar 

  2. Hansen LJJ, Daoussi R, Vervaet C, Remon JP, De Beer TRM (2015) Freeze-drying of live virus vaccines: a review. Vaccine 33:5507–5519

    Article  CAS  Google Scholar 

  3. Franks F (1998) Freeze-drying of bioproducts: putting principles into practice. Eur J Pharm Biopharm 45:221–229

    Article  CAS  Google Scholar 

  4. Jennings TA (1999) Lyophilization: Introduction and Basic Principles. Interpharm Press, Denver, CO

    Google Scholar 

  5. Passot S, Trelea IC, Marin M, Fonseca F (2010) The relevance of thermal properties for improving formulation and cycle development: application to freeze-drying of proteins. In: Rey L, May JC (eds) Freeze drying/lyophilization of pharmaceutical and biological products. Informa Healthcare, New York, NY

    Google Scholar 

  6. Rexroad J, Wiethoff CM, Jones LS, Middaugh CR (2002) Lyophilization and the thermostability of vaccines. Cell Preserv Technol 1:91–104

    Article  CAS  Google Scholar 

  7. Cao E, Chen Y, Cui Z, Foster PR (2003) Effect of freezing and thawing rates on denaturation of proteins in aqueous solutions. Biotechnol Bioeng 82:684–690

    Article  CAS  Google Scholar 

  8. Chang BS, Kendrick BS, Carpenter JF (1996) Surface-induced denaturation of proteins during freezing and its inhibition by surfactants. J Pharm Sci 85:1325–1330

    Article  CAS  Google Scholar 

  9. Pikal MJ, Shah S (1990) The collapse temperature in freeze drying: dependence on measurement methodology and rate of water removal from the glassy phase. Int J Pharm 62:165–186

    Article  CAS  Google Scholar 

  10. Johnson R, Lewis L (2011) Freeze-drying protein formulations above their collapse temperatures: possible issues and concerns. Am Pharm Rev 14:50–54

    Google Scholar 

  11. Rambhatla S, Obert JP, Luthra S, Bhugra C, Pikal MJ (2005) Cake shrinkage during freeze drying: a combined experimental and theoretical study. Pharm Dev Technol 10:33–40

    Article  CAS  Google Scholar 

  12. Fonseca F, Passot S, Cunin O, Marin M (2004) Collapse temperature of freeze-dried Lactobacillus bulgaricus suspensions and protective media. Biotechnol Prog 20:229–238

    Article  CAS  Google Scholar 

  13. Hibler S, Gieseler H (2012) Heat transfer characteristics of current primary packaging systems for pharmaceutical freeze-drying. J Pharm Sci 101:4025–4031

    Article  CAS  Google Scholar 

  14. Pikal MJ, Roy ML, Shah S (1984) Mass and heat transfer in vial freeze‐drying of pharmaceuticals: role of the vial. J Pharm Sci 73:1224

    Article  CAS  Google Scholar 

  15. Scutellà B, Passot S, Bourlès E, Fonseca F, Trelea IC (2017a) How vial geometry variability influences heat transfer and product temperature during freeze-drying. J Pharm Sci 106:770–778

    Article  Google Scholar 

  16. Scutellà B, Plana-Fattori A, Passot S, Bourlès E, Fonseca F, Flick D, Tréléa IC (2017b) 3D mathematical modelling to understand atypical heat transfer observed in vial freeze-drying. Appl Therm Eng 126:226–236

    Article  Google Scholar 

  17. Rambhatla S, Pikal MJ (2003) Heat and mass transfer scale-up issues during freeze-drying, I: atypical radiation and the edge vial effect. AAPS PharmSciTech 4:E14

    Article  Google Scholar 

  18. Searles JA (2010) Optimizing the throughput of freeze-dryers within a constrained design space. In: Rey L, May JC (eds) Freeze-drying/lyophilization of pharmaceutical and biological products. 3rd edition. Informa Healthcare, New York, NY

    Google Scholar 

  19. Pisano R, Fissore D, Barresi AA, Rastelli M (2013) Quality by design: scale-up of freeze-drying cycles in pharmaceutical industry. AAPS PharmSciTech 14:1137–1149

    Article  Google Scholar 

  20. Tchessalov S, Dixon D, Warne NW (2007) Principles of lyophilization cycle scale-up. Am Pharm Rev 10:88–92

    CAS  Google Scholar 

  21. Yu LX (2008) Pharmaceutical quality by design: product and process development, understanding, and control. Pharm Res 25:781–791

    Article  CAS  Google Scholar 

  22. FDA (2009) Guidance for industry, Q8(R2) pharmaceutical development. Food and Drug Administration U.S. Dept. of Health and Human Services, Center for Drug Evaluation and Research, Rockville, MD

    Google Scholar 

  23. Mockus LN, Paul TW, Pease NA, Harper NJ, Basu PK, Oslos EA, Sacha GA, Kuu WY, Hardwick LM, Karty JJ, Pikal MJ, Hee E, Khan MA, Nail SL (2011) Quality by design in formulation and process development for a freeze-dried, small molecule parenteral product: a case study. Pharm Dev Technol 16:549–576

    Article  CAS  Google Scholar 

  24. Van Bockstal PJ, Mortier S, Corver J, Nopens I, Gernaey KV, De Beer T (2017) Quantitative risk assessment via uncertainty analysis in combination with error propagation for the determination of the dynamic Design Space of the primary drying step during freeze-drying. Eur J Pharm Biopharm 121:32–41

    Article  Google Scholar 

  25. Box GEP, Hunter WG, Hunter JS (2005) Statistics for experimenters: design, innovation, and discovery, 2nd edn. Wiley-Blackwell, New York, NY

    Google Scholar 

  26. Pikal MJ (1985) Use of laboratory data in freeze drying process design: heat and mass transfer coefficients and the computer simulation of freeze drying. PDA J Pharm Sci Technol 39:115–139

    CAS  Google Scholar 

  27. Pikal MJ (2000) Heat and mass transfer in low pressure gases: applications to freeze drying. In: Lee PI, Amidon GL, Topp EM (eds) Transport processes in pharmaceutical systems. CRC Press, New York, NY

    Google Scholar 

  28. Scutellà B, Cristian Trelea I, Bourlès E, Fonseca F, Passot S (2018) Determination of the dried product resistance variability and its influence on the product temperature in pharmaceutical freeze-drying. Eur J Pharm Biopharm 128:379

    Article  Google Scholar 

  29. Schneid S, Gieseler H (2008) Evaluation of a new wireless temperature remote interrogation system (TEMPRIS) to measure product temperature during freeze drying. AAPS PharmSciTech 9:729–739

    Article  CAS  Google Scholar 

  30. Nail S, Tchessalov S, Shalaev E, Ganguly A, Renzi E, Dimarco F, Wegiel L, Ferris S, Kessler W, Pikal M, Sacha G, Alexeenko A, Thompson TN, Reiter C, Searles J, Coiteux P (2017) Recommended best practices for process monitoring instrumentation in pharmaceutical freeze drying-2017. AAPS PharmSciTech 18:2379–2393

    Article  CAS  Google Scholar 

  31. Patel SM, Pikal M (2009) Process analytical technologies (PAT) in freeze-drying of parenteral products. Pharm Dev Technol 14:567–587

    Article  CAS  Google Scholar 

  32. Mayeresse Y, Veillon R, Sibille P, Nomine C (2007) Freeze-drying process monitoring using a cold plasma ionization device. PDA J Pharm Sci Technol 61:160–174

    CAS  PubMed  Google Scholar 

  33. Passot S, Fonseca F, Barbouche N, Marin M, Alarcon-Lorca M, Rolland D, Rapaud M (2007) Effect of product temperature during primary drying on the long-term stability of lyophilized proteins. Pharm Dev Technol 12:543–553

    Article  CAS  Google Scholar 

  34. Chang BS, Randall CS (1992) Use of subambient thermal analysis to optimize protein lyophilization. Cryobiology 29:632–656

    Article  CAS  Google Scholar 

  35. Patel SM, Pikal MJ (2013) Lyophilization process design space. J Pharm Sci 102:3883–3887

    Article  CAS  Google Scholar 

  36. Bhatnagar BS, Bogner RH, Pikal MJ (2007) Protein stability during freezing: separation of stresses and mechanisms of protein stabilization. Pharm Dev Technol 12:505–523

    Article  CAS  Google Scholar 

  37. Patel SM, Chaudhuri S, Pikal MJ (2010) Choked flow and importance of Mach I in freeze-drying process design. Chem Eng Sci 65:5716–5727

    Article  CAS  Google Scholar 

  38. Searles JA, Carpenter JF, Randolph TW (2001) The ice nucleation temperature determines the primary drying rate of lyophilization for samples frozen on a temperature‐controlled shelf. J Pharm Sci 90:860–871

    Article  CAS  Google Scholar 

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Acknowledgments

The authors would like to thank Yves Mayeresse and Benoît Moreau (Manufacturing Science and Technology Belgium, GSK) for reviewing this work and Vincent Ronsse, Olivier Despas and Alain Philippart (Technical Research and Development, Belgium) for all the experimental work performed for this project.

Conflict of Interest: Erwan Bourlès, Gael De Lannoy and Bernadette Scutella are employees of the GSK group of companies. Stephanie Passot, Fernanda Fonseca, and Ioan Cristian Trelea report no financial conflicts of interest.

Funding: This work was funded by GlaxoSmithKline Biologicals S.A., under a Cooperative Research and Development Agreement with INRA (Institut National de la Recherche Agronomique) via the intermediary of the UMR (Unité Mixte de Recherche) GMPA (Génie et Microbiologie des Procédés Alimentaires) at the INRA Versailles-Grignon research centre.

Author Contributions: All authors were involved in the conception of the model and design of the study. Erwan Bourlès acquired the data. Erwan Bourlès Bernadette Scutellà, Stephanie Passot, Fernanda Fonseca, and Ioan Cristian Trelea analyzed and interpreted the experimental results. Erwan Bourles, Gael de Lannoy, Bernadette Scutellà, Stephanie Passot, Fernanda Fonseca, and Ioan Cristian Trelea were involved in the model development. All authors were involved in drafting the manuscript or revising it critically for important intellectual content. All authors had full access to the data and approved the manuscript before it was submitted by the corresponding author.

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Bourlès, E., de Lannoy, G., Scutellà, B., Fonseca, F., Trelea, I.C., Passot, S. (2019). Scale-Up of Freeze-Drying Cycles, the Use of Process Analytical Technology (PAT), and Statistical Analysis. In: Ward, K., Matejtschuk, P. (eds) Lyophilization of Pharmaceuticals and Biologicals. Methods in Pharmacology and Toxicology. Humana Press, New York, NY. https://doi.org/10.1007/978-1-4939-8928-7_10

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  • DOI: https://doi.org/10.1007/978-1-4939-8928-7_10

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  • Publisher Name: Humana Press, New York, NY

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