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Application of quality by design to the development of analytical separation methods

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Abstract

Recent pharmaceutical regulatory documents have stressed the critical importance of applying quality by design (QbD) principles for in-depth process understanding to ensure that product quality is built in by design. This article outlines the application of QbD concepts to the development of analytical separation methods, for example chromatography and capillary electrophoresis. QbD tools, for example risk assessment and design of experiments, enable enhanced quality to be integrated into the analytical method, enabling earlier understanding and identification of variables affecting method performance. A QbD guide is described, from identification of quality target product profile to definition of control strategy, emphasizing the main differences from the traditional quality by testing (QbT) approach. The different ways several authors have treated single QbD steps of method development are reviewed and compared. In a final section on outlook, attention is focused on general issues which have arisen from the surveyed literature, and on the need to change the researcher’s mindset from the QbT to QbD approach as an important analytical trend for the near future.

Quality by design guide for analytical method development

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References

  1. Pharmaceutical CGMPs for the 21st century – A Risk-Based Approach. Final report (2004) US Food and Drug Administration. http://www.fda.gov/downloads/Drugs/DevelopmentApprovalProcess/Manufacturing/QuestionsandAnswersonCurrentGoodManufacturingPracticescGMPforDrugs/UCM176374.pdf. Accessed 14 Jun 2012

  2. Guidance for Industry. PAT - A Framework for Innovative Pharmaceutical Development, Manufacturing, and Quality Assurance (2004) US Food and Drug Administration. http://www.fda.gov/downloads/Drugs/GuidanceComplianceRegulatoryInformation/Guidances/ucm070305.pdf. Accessed 14 Jun 2012

  3. Guidance for Industry. Q8(R2) Pharmaceutical Development (2009) US Food and Drug Administration. http://www.fda.gov/downloads/Drugs/GuidanceComplianceRegulatoryInformation/Guidances/ucm073507.pdf. Accessed 14 Jun 2012

  4. ICH Harmonised Tripartite Guideline. Pharmaceutical Development Q8(R2) (2009) International Conference on Harmonisation of technical requirements for registration of pharmaceuticals for human use. http://www.ich.org/fileadmin/Public_Web_Site/ICH_Products/Guidelines/Quality/Q8_R1/Step4/Q8_R2_Guideline.pdf. Accessed 14 Jun 2012

  5. ICH Harmonised Tripartite Guideline. Quality Risk Management Q9 (2005) International Conference on Harmonisation of technical requirements for registration of pharmaceuticals for human use. http://www.ich.org/fileadmin/Public_Web_Site/ICH_Products/Guidelines/Quality/Q9/Step4/Q9_Guideline.pdf. Accessed 14 Jun 2012

  6. ICH Harmonised Tripartite Guideline. Pharmaceutical Quality Systems Q10 (2008) International Conference on Harmonisation of technical requirements for registration of pharmaceuticals for human use. http://www.ich.org/fileadmin/Public_Web_Site/ICH_Products/Guidelines/Quality/Q10/Step4/Q10_Guideline.pdf. Accessed 14 Jun 2012

  7. Verma S, Lan Y, Gokhale R, Burgess DJ (2009) Int J Pharm 377:185–198

    Article  CAS  Google Scholar 

  8. Adam S, Suzzi D, Radeke C, Khinast JG (2011) Eur J Pharm Sci 42:106–115

    Article  CAS  Google Scholar 

  9. Mennini N, Furlanetto S, Cirri M, Mura P (2012) Eur J Pharm Biopharm 80:67–75

    Article  CAS  Google Scholar 

  10. Rosas JG, Blanco M, González JM, Alcalá M (2011) J Pharm Sci 100:4432–4441

    Article  CAS  Google Scholar 

  11. Wu H, White M, Khan MA (2011) Int J Pharm 405:63–78

    Article  CAS  Google Scholar 

  12. Charoo NA, Shamsher AAA, Zidan AS, Rahman Z (2012) Int J Pharm 423:167–178

    Article  CAS  Google Scholar 

  13. Lebrun P, Krier F, Mantanus J, Grohganz H, Yang M, Rozet E, Boulanger B, Evrard B, Rantanen J, Hubert P (2012) Eur J Pharm Biopharm 80:226–234

    Article  CAS  Google Scholar 

  14. am Ende D, Bronk KS, Mustakis J, O’Connor G, Santa Maria CL, Nosal R, Watson TJN (2007) J Pharm Innov 2:71–86

    Google Scholar 

  15. Rathore AS (2009) Trends Biotechnol 27:546–553

    Article  CAS  Google Scholar 

  16. Martin-Moe S, Lim FJ, Sreedhara A, Sundaram J, Sane SU (2011) J Pharm Sci 100:3031–3043

    Article  CAS  Google Scholar 

  17. Gavin PF, Olsen BA (2008) J Pharm Biomed Anal 46:431–444

    Article  CAS  Google Scholar 

  18. Hibbert DB (2012) Experimental design in chromatography: a tutorial review. J Chromatogr B. doi:10.1016/j.jchromb.2012.01.020

  19. Hanrahan G, Montes R, Gomez FA (2008) Anal Bioanal Chem 390:169–179

    Article  CAS  Google Scholar 

  20. Korakianiti E, Rekkas D (2011) Pharm Res 28:1465–1479

    Article  CAS  Google Scholar 

  21. Vogt FG, Kord AS (2011) J Pharm Sci 100:797–812

    Article  CAS  Google Scholar 

  22. Piepel G, Pasquini B, Cooley S, Heredia-Langner A, Orlandini S, Furlanetto S (2012) Talanta 97:73–82

    Google Scholar 

  23. Molnár I, Rieger HJ, Monks KE (2010) J Chromatogr A 1217:3193–3200

    Article  Google Scholar 

  24. ICH Harmonised Tripartite Guideline. Validation of Analytical Procedures: Text and Methodology Q2(R1) (2005) International Conference on Harmonisation of technical requirements for registration of pharmaceuticals for human use. http://www.ich.org/fileadmin/Public_Web_Site/ICH_Products/Guidelines/Quality/Q2_R1/Step4/Q2_R1__Guideline.pdf. Accessed 14 Jun 2012

  25. McBrien M (2010) Chromatogr Today 3:30–34

    Google Scholar 

  26. Debrus B, Lebrun P, Ceccato A, Caliaro G, Rozet E, Nistor I, Oprean R, Rupérez FJ, Barbas C, Boulanger B, Hubert P (2011) Anal Chim Acta 691:33–42

    Article  CAS  Google Scholar 

  27. Debrus P, Lebrun P, Mbinze Kindenge J, Lecomte F, Ceccato A, Caliaro G, Mavar Tayey Mbay J, Boulanger B, Marini RD, Rozet E, Hubert P (2011) J Chromatogr A 1218:5205–5215

    Article  CAS  Google Scholar 

  28. Lionberger RA, Lee SL, Lee LM, Raw A, Yu LX (2008) AAPS J 10:268–276

    Article  CAS  Google Scholar 

  29. Borman P, Nethercote P, Chatfield M, Thompson D, Truman K (2007) Pharm Tech 31:142–152

    Google Scholar 

  30. Ishikawa K (1985) What is total quality control? The Japanese Way. Prentice-Hall, Englewood Cliffs, pp 63–64

    Google Scholar 

  31. Monks KE, Rieger H-J, Molnár I (2011) J Pharm Biomed Anal 56:874–879

    Article  CAS  Google Scholar 

  32. Huang J, Kaul G, Cai C, Chatlapalli R, Harnandez-Abad P, Ghosh K, Nagi A (2009) Int J Pharm 382:23–32

    Article  CAS  Google Scholar 

  33. Swartz M, Krull IS, Turpin J, Lukulay PH, Verseput R (2009) LC GC Am 27:328–339

    Google Scholar 

  34. Furlanetto S, Orlandini S, Giannini I, Beretta G, Pinzauti S (2009) Electrophoresis 30:633–643

    Article  CAS  Google Scholar 

  35. Awotwe-Otoo D, Agarabi C, Faustino PJ, Habib MJ, Lee S, Khan MA, Shah RB (2012) J Pharm Biomed Anal 62:61–67

    Article  CAS  Google Scholar 

  36. Molnár I, Monks KE (2011) Chromatographia 73:S5–S14

    Article  Google Scholar 

  37. Krull I, Swartz M, Turpin J, Lukulay PH, Verseput R (2008) LC GC Am 26:1190–1197

    Google Scholar 

  38. Krull I, Swartz M, Turpin J, Lukulay PH, Verseput R (2009) LC GC Am 27:48–61

    Google Scholar 

  39. Cornell JA (2002) Experiments with mixtures, 3rd edn. John Wiley & Sons, New York

    Book  Google Scholar 

  40. Giannini I, Orlandini S, Gotti R, Pinzauti S, Furlanetto S (2009) Talanta 80:781–788

    Article  CAS  Google Scholar 

  41. Orlandini S, Giannini I, Villar Navarro M, Pinzauti S, Furlanetto S (2010) Electrophoresis 31:3296–3304

    Article  CAS  Google Scholar 

  42. Orlandini S, Gotti R, Giannini I, Pasquini B, Furlanetto S (2011) J Chromatogr A 1218:2611–2617

    Article  CAS  Google Scholar 

  43. Furlanetto S, Cirri M, Piepel G, Mennini N, Mura P (2011) J Pharm Biomed Anal 55:610–617

    Article  CAS  Google Scholar 

  44. Derringer G, Suich R (1980) J Qual Technol 12:214–219

    Google Scholar 

  45. Lebrun P, Govaerts B, Debrus B, Ceccato A, Caliaro G, Hubert P, Boulanger B (2008) Chemom Intell Lab Syst 91:4–16

    Article  CAS  Google Scholar 

  46. De Backer B, Debrus B, Lebrun P, Theunis L, Dubois N, Decock L, Verstraete A, Hubert P, Charlier C (2009) J Chromatogr B 877:4115–4124

    Article  Google Scholar 

  47. Monks K, Molnár I, Rieger H-J, Bogáti B, Szabó E (2012) J Chromatogr A 1232:218–230

    Article  CAS  Google Scholar 

Download references

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Correspondence to Sandra Furlanetto.

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Published in the special issue Analytical Science in Italy with guest editor Aldo Roda.

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Orlandini, S., Pinzauti, S. & Furlanetto, S. Application of quality by design to the development of analytical separation methods. Anal Bioanal Chem 405, 443–450 (2013). https://doi.org/10.1007/s00216-012-6302-2

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  • DOI: https://doi.org/10.1007/s00216-012-6302-2

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