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High-Throughput Process Development: I—Process Chromatography

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Protein Downstream Processing

Part of the book series: Methods in Molecular Biology ((MIMB,volume 2178))

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Abstract

Chromatographic separation serves as “a workhorse” for downstream process development and plays a key role in the removal of product-related, host-cell-related, and process-related impurities. Complex and poorly characterized raw materials and feed material, low feed concentration, product instability, and poor mechanistic understanding of the processes are some of the critical challenges that are faced during the development of a chromatographic step. Traditional process development is performed as a trial-and-error-based evaluation and often leads to a suboptimal process. A high-throughput process development (HTPD) platform involves the integration of miniaturization, automation, and parallelization and provides a systematic approach for time- and resource-efficient chromatographic process development. Creation of such platforms requires the integration of mechanistic knowledge of the process with various statistical tools for data analysis. The relevance of such a platform is high in view of the constraints with respect to time and resources that the biopharma industry faces today.

This protocol describes the steps involved in performing the HTPD of chromatography steps. It describes the operation of a commercially available device (PreDictor™ plates from GE Healthcare). This device is available in 96-well format with 2 or 6 μL well size. We also discuss the challenges that one faces when performing such experiments as well as possible solutions to alleviate them. Besides describing the operation of the device, the protocol also presents an approach for statistical analysis of the data that are gathered from such a platform. A case study involving the use of the protocol for examining ion exchange chromatography of the Granulocyte Colony Stimulating Factor (GCSF), a therapeutic product, is briefly discussed. This is intended to demonstrate the usefulness of this protocol in generating data that are representative of the data obtained at the traditional lab scale. The agreement in the data is indeed very significant (regression coefficient 0.93). We think that this protocol will be of significant value to those involved in performing the high-throughput process development of the chromatography process.

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References

  1. Bhambure R, Kumar K, Rathore AS (2011) High-throughput process development for biopharmaceutical drug substances. Trends Biotechnol 29:127–135

    Article  CAS  PubMed  Google Scholar 

  2. Allen L (2017) The evolution of platform technologies for the downstream processing of antibodies. In: Gottschalk U (ed) Process scale purification of antibodies. John Wiley & Sons Inc., Hoboken, NJ, p 365

    Chapter  Google Scholar 

  3. Rathore AS, Kumar D, Kateja N (2018) Recent developments in chromatographic purification of biopharmaceuticals. Biotechnol Lett 40:1–11

    Article  CAS  Google Scholar 

  4. Rathore AS, Singh SK (2016) Production of protein therapeutics in the quality by design (QbD) paradigm. In: Sauna ZE, Kimchi-Sarfaty C (eds) Protein therapeutics. Springer, Cham, p 41

    Chapter  Google Scholar 

  5. Rathore AS (2016) Quality by design (QbD)-based process development for purification of a biotherapeutic. Trends Biotechnol 34:358–370

    Article  CAS  PubMed  Google Scholar 

  6. Petroff MG, Bao H, Welsh JP et al (2016) High throughput chromatography strategies for potential use in the formal process characterization of a monoclonal antibody. Biotechnol Bioeng 113:1273–1283

    Article  CAS  PubMed  Google Scholar 

  7. Wiendahl M, Wierling PS, Nielsen J et al (2008) High throughput screening for the design and optimization of chromatographic processes – miniaturization, automation and parallelization of breakthrough and elution studies. Chem Eng Technol 31:893–903

    Article  CAS  Google Scholar 

  8. Wierling PS, Bogumil R, Knieps-Grunhagen E et al (2007) High-throughput screening of packed-bed chromatography coupled with SELDI-TOF MS analysis: monoclonal antibodies versus host cell protein. Biotechnol Bioeng 98:440–450

    Article  CAS  PubMed  Google Scholar 

  9. Susanto A, Treier K, Knieps-Grunhagen E et al (2009) High throughput screening for the design and optimization of chromatographic processes: automated optimization of chromatographic phase systems. Chem Eng Technol 32:140–154

    Article  CAS  Google Scholar 

  10. Bergander T, Nilsson-Valimaa K, Oberg K et al (2008) High-throughput process development: determination of dynamic binding capacity using microtiter filter plates filled with chromatography resin. Biotechnol Prog 24:632–639

    Article  CAS  PubMed  Google Scholar 

  11. Kramarczyk JF, Kelley BD, Coffman JL (2008) High-throughput screening of chromatographic separations: II. Hydrophobic interaction. Biotechnol Bioeng 100:702–720

    Article  CAS  Google Scholar 

  12. Kelley BD, Switzer M, Bastek P et al (2008) High-throughput screening of chromatographic separations: IV. Ion-exchange. Biotechnol Bioeng 100:950–963

    Article  CAS  PubMed  Google Scholar 

  13. Bailey MJ, Hooker AD, Adams CS et al (2005) A platform for high-throughput molecular characterization of recombinant monoclonal antibodies. J Chromatogr B 826:177–187

    Article  CAS  Google Scholar 

  14. Nfor BK, Noverraz M, Chilamkurthi S et al (2010) High-throughput isotherm determination and thermodynamic modeling of protein adsorption on mixed mode adsorbents. J Chromatogr B 1217:6829–6850

    Article  CAS  Google Scholar 

  15. Chhatre S, Bracewell DG, Titchener-Hooker NJ (2009) A microscale approach for predicting the performance of chromatography columns used to recover therapeutic polyclonal antibodies. J Chromatogr A 1216:7806–7815

    Article  CAS  PubMed  Google Scholar 

  16. Titchener-Hooker NJ, Dunnill P, Hoare M (2008) Micro biochemical engineering to accelerate the design of industrial–scale downstream processes for biopharmaceutical proteins. Biotechnol Bioeng 100:473–487

    Article  CAS  PubMed  Google Scholar 

  17. Bhambure R, Rathore AS (2013) Chromatography process development in the QbD paradigm I. Establishing a high throughput process development (HTPD) platform as a tool for establishing “characterization space” for an ion exchange chromatography step. Biotechnol Prog 29:403–414

    Article  CAS  PubMed  Google Scholar 

  18. Diederich P, Hoffmann M, Hubbuch J (2015) High-throughput process development of purification alternatives for the protein avidin. Biotechnol Prog 31:957–973

    Article  CAS  PubMed  Google Scholar 

  19. Rathore AS, Winkle H (2009) Quality by design for biopharmaceuticals: regulatory perspective and approach. Nat Biotechnol 27:26–34

    Article  CAS  PubMed  Google Scholar 

  20. Rathore AS (2009) A roadmap for implementation of quality by design (QbD) for biotechnology products. Trends Biotechnol 27:546–553

    Article  CAS  PubMed  Google Scholar 

  21. Read EK, Park JT, Shah RB et al (2010) Process analytical technology (PAT) for biopharmaceutical products: concepts and applications – part I. Biotechnol Bioeng 105:276–284

    Article  CAS  PubMed  Google Scholar 

  22. Read EK, Park JT, Shah RB et al (2010) Process analytical technology (PAT) for biopharmaceutical products: concepts and applications – part II. Biotechnol Bioeng 105:285–295

    Article  CAS  PubMed  Google Scholar 

  23. Rathore AS, Bhambure R, Ghare V (2010) Process analytical technology (PAT) for biopharmaceutical products. Anal Bioanal Chem 398:137–154

    Article  CAS  PubMed  Google Scholar 

  24. Rathore AS, Ghare V, Bhambure R (2011) Process analytical technology (PAT) for bioseparation unit operations. In: Undey C, Low D, De Menezes JMC (eds) Process analytical technology applied in biopharmaceutical process development and manufacturing. Taylor and Francis, Boca Raton, FL, pp 179–200

    Google Scholar 

  25. Roch P, Mandenius CF (2016) On-line monitoring of downstream bioprocesses. Curr Opin Chem Eng 14:112–120

    Article  Google Scholar 

  26. Patel BA, Pinto ND, Gospodarek A et al (2017) On-line ion exchange liquid chromatography as a process analytical technology for monoclonal antibody characterization in continuous bioprocessing. Anal Chem 89:11357–11365

    Article  CAS  PubMed  Google Scholar 

  27. Joshi VS, Kumar V, Rathore AS (2017) Optimization of ion exchange sigmoidal gradients using hybrid models: implementation of quality by design in analytical method development. J Chromatogr A 1491:145–152

    Article  CAS  PubMed  Google Scholar 

  28. Kumar V, Bhalla A, Rathore AS (2014) Design of experiments applications in bioprocessing: concepts and approach. Biotechnol Prog 30:86–99

    Article  CAS  PubMed  Google Scholar 

  29. Rathore AS, Pathak M, Godara A (2016) Process development in the QbD paradigm: role of process integration in process optimization for production of biotherapeutics. Biotechnol Prog 32:355–362

    Article  CAS  PubMed  Google Scholar 

  30. Shekhawat LK, Godara A, Kumar V, Rathore AS (2018) Design of experiments applications in bioprocessing: chromatography process development using split DOE. Biotechnol Prog. https://doi.org/10.1002/btpr.2730

  31. Tustian AD, Laurin L, Ihre H et al (2018) Development of a novel affinity chromatography resin for platform purification of bispecific antibodies with modified protein a binding avidity. Biotechnol Prog. https://doi.org/10.1002/btpr.2622

  32. Rodriguez-Aller M, Guillarme D, Beck A, Fekete S (2016) Practical method development for the separation of monoclonal antibodies and antibody-drug-conjugate species in hydrophobic interaction chromatography, part 1: optimization of the mobile phase. J Pharm Biomed Anal 118:393–403

    Article  CAS  PubMed  Google Scholar 

  33. Gagnon P, CheungCW LEJ et al (2010) Minibodies and multimodal chromatography methods. BioProcess Int 8:26–35

    CAS  PubMed  PubMed Central  Google Scholar 

  34. Joshi VS, Kumar V, Rathore AS (2015) Role of organic modifier and gradient shape in RP-HPLC separation: analysis of GCSF variants. J Chromatogr Sci 53:417–423

    Article  CAS  PubMed  Google Scholar 

  35. Rathore AS, Sharma C, Malhotra D (2012) Computational fluid dynamics (CFD) as a tool for establishing design space for mixing in a bioreactor. Biotechnol Prog 28:382–391

    Article  CAS  PubMed  Google Scholar 

  36. Harms J, Wang X, Kim T et al (2008) Defining design space for biotech products: case study of Pichia pastoris fermentation. Biotechnol Prog 24:655–662

    Article  CAS  PubMed  Google Scholar 

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Acknowledgments

Financial assistance from the Department of Biotechnology, Government of India, New Delhi, is gratefully acknowledged. We are also thankful to GE Healthcare (Uppsala, Sweden) for providing us with financial support and some of the consumable items used in this investigation. We also thank Dionex Corporation, USA, for donating some of the equipment for this project.

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Correspondence to Anurag S. Rathore .

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Rathore, A.S., Bhambure, R. (2021). High-Throughput Process Development: I—Process Chromatography. In: Labrou, N.E. (eds) Protein Downstream Processing. Methods in Molecular Biology, vol 2178. Humana, New York, NY. https://doi.org/10.1007/978-1-0716-0775-6_2

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  • DOI: https://doi.org/10.1007/978-1-0716-0775-6_2

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  • Publisher Name: Humana, New York, NY

  • Print ISBN: 978-1-0716-0774-9

  • Online ISBN: 978-1-0716-0775-6

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