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Influence of Production Process and Scale on Quality of Polypeptide Drugs: a Case Study on GLP-1 Analogs

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Abstract

Purpose

Manufacturing processes for polypeptide/protein drugs are designed to ensure robust quality, efficacy and safety. Process differences introduced by follow-on manufacturers may result in changes in quality and clinical outcomes. This study investigated the impact of production methods on the stability and impurities of liraglutide and semaglutide drug substances/products, and the potential impact on drug quality, efficacy and safety.

Methods

State-of-the-art analytical methods were used to compare physical and chemical stability, and impurity profiles of drug substances/products from different suppliers. Identified polypeptide-related impurities were evaluated for immunogenicity potential by in silico T cell epitope prediction. Semaglutide immunogenicity in clinical trials (SUSTAIN) was evaluated using a tiered antibody analysis.

Results

Manufacturing scale and process strongly impacted the physical stability of the products. Trace metals increased high-molecular-weight protein formation for liraglutide and semaglutide. Synthetic and recombinant liraglutide produced by five suppliers had distinct impurity profiles compared with the originator. In silico evaluation suggested that new impurities could be immunogenic. Immunogenicity of semaglutide in clinical trials was lower than for liraglutide.

Conclusions

Differences in manufacturing processes affect chemical/physical stability and impurity profile, and may impact immunogenicity. Follow-on versions of liraglutide and semaglutide, and possibly other polypeptides, should be clinically evaluated for efficacy and safety.

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Abbreviations

ADA:

Anti-drug antibody

AU:

Arbitrary units

B/T:

Percentage of bound (B) relative to total (T) radioactivity

DP:

Drug product

DPP-IV:

Dipeptidyl peptidase-IV

DS:

Drug substance

dSLR:

Digital single-lens reflex

EC70–80 :

70–80% maximal effective concentration

GLP-1:

Glucagon-like peptide-1

GMP:

Good Manufacturing Practice

HLA:

Human leukocyte antigen

HMWP:

High-molecular-weight protein

HPLC:

High-performance liquid chromatography

ICP–OES:

Inductively Coupled Plasma – Optical Emission Spectroscopy

LC-MS:

Liquid chromatography-mass spectrometry

LEAD:

Liraglutide Effect and Action on Diabetes

LOQ:

Limit of quantification

MHC:

Major histocompatibility complex

MS:

Mass spectrometry

nAb:

Neutralizing antibody

NTU:

Nephelometric turbidity units

PEG:

Polyethylene glycol

RP-HPLC:

Reverse phase high-performance liquid chromatography

s.c.:

Subcutaneous

SEC:

Size exclusion chromatography

SUSTAIN:

Semaglutide Unabated Sustainability in Treatment of Type 2 Diabetes

ThT:

Thioflavin T

UPLC:

Ultra-performance liquid chromatography

USP:

United States Pharmacopeia

References

  1. Lau JL, Dunn MK. Therapeutic peptides: historical perspectives, current development trends, and future directions. Bioorg Med Chem. 2018;26(10):2700–7.

    Article  CAS  PubMed  Google Scholar 

  2. U.S. Food & Drug Administration. ANDAs for Certain Highly Purified Synthetic Peptide Drug Products That Refer to Listed Drugs of rDNA Origin Guidance for Industry. 2017. Accessed: 30 Jan 2020. Available from: https://www.fda.gov/regulatory-information/search-fda-guidance-documents/andas-certain-highly-purified-synthetic-peptide-drug-products-refer-listed-drugs-rdna-origin.

  3. European Medicines Agency. Multidisciplinary: biosimilar. 2020. Accessed: 1 Jan 2020. Available from: https://www.ema.europa.eu/en/human-regulatory/research-development/scientific-guidelines/multidisciplinary/multidisciplinary-biosimilar.

  4. U.S. Food and Drug Administration. Development of Therapeutic Protein Biosimilars: Comparative Analytical Assessment and Other Quality-Related Considerations. Guidance for Industry. Draft Guidance. 2019. Accessed: 30 Jan 2020. Available from: https://www.fda.gov/media/125484/download.

  5. Isaacs J, Gonçalves J, Strohal R, Castañeda-Hernández G, Azevedo V, Dörner T, et al. The biosimilar approval process: how different is it? Considerations in Medicine. 2017;1(1):3–6.

    Article  Google Scholar 

  6. Muller TD, Finan B, Bloom SR, D'Alessio D, Drucker DJ, Flatt PR, et al. Glucagon-like peptide 1 (GLP-1). Mol Metab. 2019;30:72–130.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Nauck MA, Meier JJ. Management of endocrine diseasE: Are all GLP-1 agonist equal in the treatment of type 2 diabetes? European journal of endocrinology. 2019:EJE-19-0566.R0561.

  8. Adelhorst K, Hedegaard BB, Knudsen LB, Kirk O. Structure-activity studies of glucagon-like peptide-1. J Biol Chem. 1994;269(9):6275–8.

    CAS  PubMed  Google Scholar 

  9. Knudsen LB, Lau J. The Discovery and Development of Liraglutide and Semaglutide. Front Endocrinol (Lausanne). 2019;10:155.

  10. Jacobsen LV, Flint A, Olsen AK, Ingwersen SH. Liraglutide in type 2 diabetes mellitus: clinical pharmacokinetics and pharmacodynamics. Clin Pharmacokinet. 2016;55(6):657–72.

    Article  CAS  PubMed  Google Scholar 

  11. Frederiksen TM, Sonderby P, Ryberg LA, Harris P, Bukrinski JT, Scharff-Poulsen AM, et al. Oligomerization of a glucagon-like peptide 1 analog: bridging experiment and simulations. Biophys J. 2015;109(6):1202–13.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Steensgaard DB, Thomsen JK, Olsen HB, Knudsen LB. The molecular basis for the delayed absorption of the once-daily human GLP-1 analog, Liraglutide. Poster presented at the 68th scientific session of the American Diabetes Association, 6-10. San Francisco, USA. June 2008:2008. Available from: https://professional.diabetes.org/files/Posters/2008/p552-P.pdf.

  13. Wang Y, Lomakin A, Kanai S, Alex R, Benedek GB. Transformation of oligomers of Lipidated peptide induced by change in pH. Mol Pharm. 2015;12(2):411–9.

    Article  CAS  PubMed  Google Scholar 

  14. Bothe JR, Andrews A, Smith KJ, Joyce LA, Krishnamachari Y, Kashi S. Peptide Oligomerization memory effects and their impact on the physical stability of the GLP-1 agonist Liraglutide. Mol Pharm. 2019;16(5):2153–61.

    Article  CAS  PubMed  Google Scholar 

  15. Vilsbøll T. Liraglutide: a human GLP-1 analog for type 2 diabetes. Therapy. 2009;6:199–207.

    Article  Google Scholar 

  16. Lau J, Bloch P, Schäffer L, Pettersson I, Spetzler J, Kofoed J, et al. Discovery of the once-weekly glucagon-like Peptide-1 (GLP-1) analogue Semaglutide. J Med Chem. 2015;58(18):7370–80.

    Article  CAS  PubMed  Google Scholar 

  17. European Medicines Agency. Ozempic® (semaglutide) Summary of Product characteristics [Internet]. 2019 [cited 10 Dec 2019]. Accessed: 10 December. Available from: https://www.ema.europa.eu/en/documents/product-information/ozempic-epar-product-information_en.pdf.

  18. European Medicines Agency. Assessment Report for Victoza® (liraglutide) [Internet]. 2009 [cited 10 Dec 2019]. Accessed: 10 December. Available from: https://www.ema.europa.eu/en/documents/assessment-report/victoza-epar-public-assessment-report_en.pdf.

  19. Zapadka KL, Becher FJ, Gomes Dos Santos AL, Jackson SE. Factors affecting the physical stability (aggregation) of peptide therapeutics. Interface Focus. 2017;7(6):20170030.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Bee JS, Randolph TW, Carpenter JF, Bishop SM, Dimitrova MN. Effects of surfaces and leachables on the stability of biopharmaceuticals. J Pharm Sci. 2011;100(10):4158–70.

    Article  CAS  PubMed  Google Scholar 

  21. Sunde M, Serpell LC, Bartlam M, Fraser PE, Pepys MB, Blake CCF. Common core structure of amyloid fibrils by synchrotron X-ray diffraction11Edited by F. E Cohen. Journal of Molecular Biology. 1997;273(3):729–39.

    Article  CAS  PubMed  Google Scholar 

  22. Pedersen JS. The nature of amyloid-like glucagon fibrils. J Diabetes Sci Technol. 2010;4(6):1357–67.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Jahn TR, Radford SE. Folding versus aggregation: polypeptide conformations on competing pathways. Arch Biochem Biophys. 2008;469(1):100–17.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Aroda VR, Ratner R. The safety and tolerability of GLP-1 receptor agonists in the treatment of type 2 diabetes: a review. Diabetes Metab Res Rev. 2011;27(6):528–42.

    Article  CAS  PubMed  Google Scholar 

  25. Rosenstock J, Balas B, Charbonnel B, Bolli GB, Boldrin M, Ratner R, et al. The fate of taspoglutide, a weekly GLP-1 receptor agonist, versus twice-daily exenatide for type 2 diabetes: the T-emerge 2 trial. Diabetes Care. 2013;36(3):498–504.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Buse JB, Garber A, Rosenstock J, Schmidt WE, Brett JH, Videbaek N, et al. Liraglutide treatment is associated with a low frequency and magnitude of antibody formation with no apparent impact on glycemic response or increased frequency of adverse events: results from the Liraglutide effect and action in diabetes (LEAD) trials. J Clin Endocrinol Metab. 2011;96(6):1695–702.

    Article  CAS  PubMed  Google Scholar 

  27. Prasad-Reddy L, Isaacs D. A clinical review of GLP-1 receptor agonists: efficacy and safety in diabetes and beyond. Drugs Context. 2015;4:212283.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Rasband WS. ImageJ. National Institutes of Health, Bethesda, Maryland, USA: U. S; 1997-2018. . Available from: https://imagej.nih.gov/ij/

  29. European Pharmacopoeia (Ph. Eur.) Commission. Ph. Eur. 2.4.20 Metal Catalysts or Metal Reagents. European Pharmacopoeia 10. 2019.

  30. United States Pharmacopeial Convention I, Rockville, MD,. USP<233> Elemental Impurities - Proceudres USP42-NF37 1S. United States Pharmacopeia-National Formulary. 2010.

  31. United States Pharmacopeial Convention I, Rockville, MD,. USP<730> Plasma Spectroche,istry, USP42-NF37 1S. United States Pharmacopeia-National Formulary. 2020.

  32. United States Pharmacopeial Convention I, Rockville, MD,. USP<1065> Ion Chromatography. United States Pharmacopeia-National Formulary. 2010.

  33. United States Pharmacopeial Convention I, Rockville, MD,. USP<621> Chromatography. United States Pharmacopeia-National Formulary. 2010.

  34. United States Pharmacopeial Convention I, Rockville, MD,. USP<467> Residual Solvents. 2010.

  35. Andreatta M, Karosiene E, Rasmussen M, Stryhn A, Buus S, Nielsen M. Accurate pan-specific prediction of peptide-MHC class II binding affinity with improved binding core identification. Immunogenetics. 2015;67(11–12):641–50.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Nielsen M, Andreatta M. NetMHCpan-3.0; improved prediction of binding to MHC class I molecules integrating information from multiple receptor and peptide length datasets. Genome Medicine. 2016;8(1):33.

  37. Alberts B, Johnson A, Lewis J, Raff M, Roberts K, Walter P. The adaptive immune system. In. Molecular biology of the cell. New York: Garland Science; 2002.

    Google Scholar 

  38. Center for Drug Evaluation and Research. Application number: 209637Orig1s000. 2017. Accessed: 27 Dec 2019. Available from: https://www.accessdata.fda.gov/drugsatfda_docs/nda/2017/209637Orig1s000OtherR.pdf.

  39. Giehm L, Otzen DE. Strategies to increase the reproducibility of protein fibrillization in plate reader assays. Anal Biochem. 2010;400(2):270–81.

    Article  CAS  PubMed  Google Scholar 

  40. Stimple SD, Kalyoncu S, Desai AA, Mogensen JE, Spang LT, Asgreen DJ, et al. Sensitive detection of glucagon aggregation using amyloid fibril-specific antibodies. Biotechnol Bioeng. 2019;116(8):1868–77.

    Article  CAS  PubMed  Google Scholar 

  41. European Medicines Agency. Stability Testing of new Drug Substances and Products [Internet]. 2003 [cited 10 Dec 2019]. Accessed: 10 December. Available from: https://www.ema.europa.eu/en/documents/scientific-guideline/ich-q-1-r2-stability-testing-new-drug-substances-products-step-5_en.pdf.

  42. Bourgin D. Challenges in industrial production of peptides. 2005. . Available from: http://bio.lonza.com/uploads/tx_mwaxmarketingmaterial/Lonza_PowerpointSlidesCollections_Challenges_in_Industrial_Production_of_Peptides.pdf.

  43. Deehan M, Garcês S, Kramer D, Baker MP, Rat D, Roettger Y, et al. Managing unwanted immunogenicity of biologicals. Autoimmun Rev. 2015;14(7):569–74.

    Article  CAS  PubMed  Google Scholar 

  44. Schultz HS, Østergaard S, Sidney J, Lamberth K, Sette A. The effect of acylation with fatty acids and other modifications on HLA class II:peptide binding and T cell stimulation for three model peptides. PLoS One. 2018;13(5):e0197407.

    Article  PubMed  PubMed Central  Google Scholar 

  45. Hjorth CF, Norrman M, Wahlund PO, Benie AJ, Petersen BO, Jessen CM, et al. Structure, aggregation, and activity of a covalent insulin dimer formed during storage of neutral formulation of human insulin. J Pharm Sci. 2016;105(4):1376–86.

    Article  CAS  PubMed  Google Scholar 

  46. European Medicines Agency. Guideline on Immunogenicity assessment of therapeutic proteins [Internet]. 2017. Accessed: 10 Dec 2019. Available from: https://www.ema.europa.eu/en/documents/scientific-guideline/guideline-immunogenicity-assessment-therapeutic-proteins-revision-1_en.pdf.

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Acknowledgments and Disclosures

The authors would like to thank Bengt-Olof Axelsson, Magnus Bernt, Dorthe Kot Engelund, Frederik Gustafsson, Morten Hach, Mattias Hansson, Karen Hauda, Susanne Hostrup, Heidi Jensen, Magdalena Renee Johansen, Inger Mollerup, Griffin E. Moran, Claus Aagaard Nielsen, Mikkel Due Petersen, Lars Nygaard, David Ørsted, Christian Poulsen, Tina Secher Rasmussen, and Else Marie Agger (Novo Nordisk A/S, Denmark) for review of and input to the manuscript, and to Alexander Jones, PhD, CMPPTM and Sola Neunie, MSc, CMPPTM from AXON Communications (supported by Novo Nordisk) for writing assisstance. The study was sponsored by Novo Nordisk and the SUSTAIN are registered with ClinicalTrials.gov (NCT02054897; NCT01885208; NCT02128932; NCT01930188; NCT02305381; NCT02207374; NCT02254291; NCT01720446).

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AS contributed to study conception and design, data analysis, and the writing and critical revision of the manuscript at all stages of development. DBS contributed to study conception and design, data analysis, and the writing and critical revision of the manuscript at all stages of development. CB contributed to study conception and design, data collection, data analysis, and the writing and critical revision of the manuscript at all stages of development. DA contributed to study conception and design, and critical revision of the manuscript at all stages of development. HBT contributed to writing and critical revision of the manuscript at all stages of development. JSM contributed to study conception and design, data analysis, and the writing and critical revision of the manuscript at all stages of development. KFH contributed to study conception and design, material preparation, data collection and analysis, and the writing and critical revision of the manuscript at all stages of development. LTS contributed to study conception and design, and critical revision of the manuscript at all stages of development. NV contributed to data collection and analysis, and the writing and critical revision of the manuscript at all stages of development. OS contributed to study conception and design, data analysis, and the writing and critical revision of the manuscript at all stages of development. All authors approved the final version.

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Correspondence to Arne Staby.

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Staby, A., Steensgaard, D.B., Haselmann, K.F. et al. Influence of Production Process and Scale on Quality of Polypeptide Drugs: a Case Study on GLP-1 Analogs. Pharm Res 37, 120 (2020). https://doi.org/10.1007/s11095-020-02817-9

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