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Ghosh B, Chakraborty J, Abualreish MJA, Mondal P, Mahali K, Henaish AMA, Roy S. Study on solubility and solvation thermodynamics for the advancement of biorelevant activities of l-isoleucine and l-serine in aqueous ammonium chloride solutions in the temperature range of 288.15-308.15 K. Biochem Biophys Res Commun 2024; 735:150809. [PMID: 39406017 DOI: 10.1016/j.bbrc.2024.150809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Revised: 10/07/2024] [Accepted: 10/09/2024] [Indexed: 11/05/2024]
Abstract
This study investigated the dissolution behavior of l-isoleucine and l-serine in an aqueous salt solution (ammonium chloride), examining how variations in temperature and electrolyte concentration affect their solubility. We conducted careful experiments and used mathematical calculations to explore interactions at a molecular level. We observed that the structure of these amino acids and salt concentration in the aqueous medium influence their interactions, which affects dissolution. In the presence of electrolytes, l-isoleucine demonstrated a salting-out effect whereas l-serine showed a salting-in effect. This work examines the solute-solvent interactions of these solutes in aqueous ammonium chloride solutions. l-isoleucine exhibits a nonspontaneous reaction with increasing salt concentrations whereas l-serine shows spontaneous behavior. Gibbs free energy analysis revealed greater stability of l-serine. The pH and conductance measurements showed how these factors influence solution properties. This insight helps us comprehend the nature and behavior of these molecules in different situations, which could be helpful in drug formulation or protein purification in the future.
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Affiliation(s)
- Biplab Ghosh
- Department of Chemistry, University of Kalyani, Kalyani, 741235, Nadia, India
| | - Jit Chakraborty
- Department of Chemistry, JIS College of Engineering, Kalyani, 741235, Nadia, India
| | - Mustafa J A Abualreish
- Department of Chemistry, College of Science, Northern Border University, Arar, Saudi Arabia
| | - Pratima Mondal
- Department of Chemistry, University of Kalyani, Kalyani, 741235, Nadia, India
| | - Kalachand Mahali
- Department of Chemistry, University of Kalyani, Kalyani, 741235, Nadia, India.
| | - A M A Henaish
- Physics Department, Faculty of Science, Tanta University, Tanta 31527, Egypt
| | - Sanjay Roy
- Department of Chemistry, School of Sciences, Netaji Subhas Open University, Kolkata, West Bengal, India.
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2
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Chakraborty J, Mahali K, Henaish AMA, Ahmed J, Alshehri SM, Hossain A, Roy S. Exploring the solubility and intermolecular interactions of biologically significant amino acids l-serine and L-cysteine in binary mixtures of H 2O + DMF, H 2O + DMSO and H 2O + ACN in temperature range from T = 288.15 K to 308.15 K. Biophys Chem 2024; 311:107272. [PMID: 38824845 DOI: 10.1016/j.bpc.2024.107272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/14/2024] [Accepted: 05/26/2024] [Indexed: 06/04/2024]
Abstract
In the presented work, a study on the solubility and intermolecular interactions of l-serine and L-cysteine was carried out in binary mixtures of H2O + dimethylformamide (DMF), H2O + dimethylsulfoxide (DMSO), and H2O + acetonitrile (ACN) in the temperature range of T = 288.15 K to 308.15 K. l-serine exhibited the highest solubility in water, while L-cysteine was more soluble in water-DMF. The solvation process was assessed through standard Gibbs energy calculations, indicating the solvation stability order: water-ACN > water-DMSO > water-DMF for l-serine, and water-DMF > water-DMSO > water-ACN for L-cysteine. This study also explored the influence of these amino acids on solvent-solvent interactions, revealing changes in chemical entropies and self-association patterns within the binary solvent mixtures.
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Affiliation(s)
- Jit Chakraborty
- Department of Chemistry, University of Kalyani, Kalyani 741235, Nadia, India; Department of Chemistry, JIS College of Engineering, Kalyani 741235, Nadia, India
| | - Kalachand Mahali
- Department of Chemistry, University of Kalyani, Kalyani 741235, Nadia, India.
| | - A M A Henaish
- Physics Department, Faculty of Science, Tanta University, Tanta 31527, Egypt; NANOTECH Center, Ural Federal University, Ekaterinburg 620002, Russia
| | - Jahangeer Ahmed
- Department of Chemistry, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Saad M Alshehri
- Department of Chemistry, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Aslam Hossain
- Smart Materials Research Institute, Southern Federal University, Sladkova 178/24, 344090 Rostov-on-Don, Russian Federation
| | - Sanjay Roy
- Department of Chemistry, School of Sciences, Netaji Subhas Open University, Kolkata, West Bengal, India.
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3
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Gavade A, Nagraj AK, Patel R, Pais R, Dhanure P, Scheele J, Seiz W, Patil J. Understanding the Specific Implications of Amino Acids in the Antibody Development. Protein J 2024; 43:405-424. [PMID: 38724751 DOI: 10.1007/s10930-024-10201-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/21/2024] [Indexed: 06/01/2024]
Abstract
As the demand for immunotherapy to treat and manage cancers, infectious diseases and other disorders grows, a comprehensive understanding of amino acids and their intricate role in antibody engineering has become a prime requirement. Naturally produced antibodies may not have the most suitable amino acids at the complementarity determining regions (CDR) and framework regions, for therapeutic purposes. Therefore, to enhance the binding affinity and therapeutic properties of an antibody, the specific impact of certain amino acids on the antibody's architecture must be thoroughly studied. In antibody engineering, it is crucial to identify the key amino acid residues that significantly contribute to improving antibody properties. Therapeutic antibodies with higher binding affinity and improved functionality can be achieved through modifications or substitutions with highly suitable amino acid residues. Here, we have indicated the frequency of amino acids and their association with the binding free energy in CDRs. The review also analyzes the experimental outcome of two studies that reveal the frequency of amino acids in CDRs and provides their significant correlation between the outcomes. Additionally, it discusses the various bond interactions within the antibody structure and antigen binding. A detailed understanding of these amino acid properties should assist in the analysis of antibody sequences and structures needed for designing and enhancing the overall performance of therapeutic antibodies.
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Affiliation(s)
- Akshata Gavade
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | - Anil Kumar Nagraj
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | - Riya Patel
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | - Roylan Pais
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | - Pratiksha Dhanure
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | | | | | - Jaspal Patil
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India.
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Ruppen I, Verscheure L, Vandenheede I, Ortiz A, de Melo IS, Liebig T, Sandra P, Beydon ME, Sandra K. Characterization of mAb size heterogeneity originating from a cysteine to tyrosine substitution using denaturing and native LC-MS. J Pharm Biomed Anal 2023; 236:115743. [PMID: 37757547 DOI: 10.1016/j.jpba.2023.115743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 09/29/2023]
Abstract
Upon assessing the comparability between a biosimilar mAb and its reference product by non-reducing CE-SDS, increased levels of a heavy-heavy-light chain (HHL) variant, present as a low molecular weight (LMW) peak, were observed. RPLC-MS applied at top, middle-up and bottom-up level revealed the existence of Cys-to-Tyr substitutions, predominantly at position HC226 involved in connecting LC and HC, explaining the abundant HHL levels. Antigen binding was not impacted by the presence of this size variant suggesting a non-covalent association of Tyr substituted HHL and LC. The latter complex is not maintained in the denaturing conditions associated with CE-SDS and RPLC-MS. Its existence could, nevertheless, be confirmed by native SEC-MS which preserves non-covalent protein interactions during separation and electrospray ionization. Amino acid analysis furthermore demonstrated a depletion of Cys during the fed-batch process indicating that the observed size/sequence variant is not of genetic but rather of metabolic origin. Native SEC-MS showed that supplementing the cell culture medium with Cys halts misincorporation of Tyr and promotes the formation of the desired mAb structure. To the best of our knowledge, Cys-to-Tyr substitutions preventing interchain disulfide bridge formation have not been described earlier. This observation adds to the impressive structural heterogeneity reported to date for mAbs.
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Affiliation(s)
- Isabel Ruppen
- mAbxience Research, Manuel Pombo Angulo 28, 28050 Madrid, Spain
| | | | | | - Alexia Ortiz
- RIC group, President Kennedypark 26, 8500 Kortrijk, Belgium
| | | | - Timo Liebig
- mAbxience Research, Manuel Pombo Angulo 28, 28050 Madrid, Spain
| | - Pat Sandra
- RIC group, President Kennedypark 26, 8500 Kortrijk, Belgium
| | | | - Koen Sandra
- RIC group, President Kennedypark 26, 8500 Kortrijk, Belgium.
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5
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Niu B, Lu Y, Chen X, Xu W. Using New Peak Detection to Solve Sequence Variants Analysis Challenges in Bioprocess Development. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023; 34:401-408. [PMID: 36705517 DOI: 10.1021/jasms.2c00292] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Recombinant therapeutic proteins have become the major class of drugs to treat various human diseases in recent years. Low levels of protein sequence variants (SVs) have been reported to be present in recombinant therapeutic proteins. The consequences of potential unwanted immune response from SVs of recombinant therapeutic proteins have increasingly drawn attention from regulatory authorities and the biopharmaceutical industry. It is highly desirable to detect low-level SVs during clone selection and early process development as part of the control strategy. Peptide mapping with LC-MS/MS analysis has been applied as a powerful tool to characterize post-translation modifications of therapeutic proteins. Despite the recent advancements in mass spectrometry hardware and software, it is still quite challenging and time-consuming to detect and identify low-level SVs. In this study, we present an optimized approach using new peak detection to detect and identify low level SVs with high confidence and high speed. The new approach makes sequence variants analysis by LC-MS/MS broadly applicable and practical in bioprocess development of therapeutic proteins.
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Affiliation(s)
- Ben Niu
- Analytical Sciences, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, Maryland20878United States
| | - Yali Lu
- Analytical Sciences, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, Maryland20878United States
| | - Xiaoyu Chen
- Analytical Sciences, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, Maryland20878United States
| | - Wei Xu
- Analytical Sciences, BioPharmaceuticals R&D, AstraZeneca, Gaithersburg, Maryland20878United States
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6
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Greer T, Johnson RO, Nie S, Cejkov M, Zheng X, Li N. High Throughput and High Confidence Sequence Variant Analysis in Therapeutic Antibodies using Evosep One Liquid Chromatography Tandem Mass Spectrometry with Synthetic Heavy Peptides. J Pharm Biomed Anal 2022; 219:114925. [DOI: 10.1016/j.jpba.2022.114925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 06/30/2022] [Accepted: 07/02/2022] [Indexed: 11/25/2022]
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7
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Zhang A, Chen Z, Li M, Qiu H, Lawrence S, Bak H, Li N. A general evidence-based sequence variant control limit for recombinant therapeutic protein development. MAbs 2021; 12:1791399. [PMID: 32744138 PMCID: PMC7531532 DOI: 10.1080/19420862.2020.1791399] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Sequence variants (SVs) resulting from unintended amino acid substitutions in recombinant therapeutic proteins have increasingly gained attention from both regulatory agencies and the biopharmaceutical industry given their potential impact on efficacy and safety. With well-optimized production systems, such sequence variants usually exist at very low levels in the final protein products due to the high fidelity of DNA replication and protein biosynthesis process in mammalian expression systems such as Chinese hamster ovary cell lines. However, their levels can be significantly elevated in cases where the selected production cell line has unexpected DNA mutations or the manufacturing process is not fully optimized, for example, if depletion of certain amino acids occurs in the cell culture media in bioreactors. Therefore, it is important to design and implement an effective monitoring and control strategy to prevent or minimize the possible risks of SVs during the early stage of product and process development. However, there is no well-established guidance from the regulatory agencies or consensus across the industry to assess and manage SV risks. A question frequently asked is: What levels of SVs can be considered acceptable during product and process development, but also have no negative effects on drug safety and efficacy in patients? To address this critical question, we have taken a holistic approach and conducted a comprehensive sequence variant analysis. To guide biologic development, a general SV control limit of 0.1% at individual amino acid sites was proposed and properly justified based on extensive literature review, SV benchmark survey of approved therapeutic proteins, and accumulated experience on SV control practice at Regeneron.
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Affiliation(s)
- Aming Zhang
- Analytical Chemistry, Regeneron Pharmaceuticals, Inc ., Tarrytown, New York, USA
| | - Zhengwei Chen
- Analytical Chemistry, Regeneron Pharmaceuticals, Inc ., Tarrytown, New York, USA
| | - Meinuo Li
- Analytical Chemistry, Regeneron Pharmaceuticals, Inc ., Tarrytown, New York, USA
| | - Haibo Qiu
- Analytical Chemistry, Regeneron Pharmaceuticals, Inc ., Tarrytown, New York, USA
| | - Shawn Lawrence
- Preclinical Manufacturing and Process Development , Tarrytown, New York, USA
| | - Hanne Bak
- Analytical Chemistry, Regeneron Pharmaceuticals, Inc ., Tarrytown, New York, USA
| | - Ning Li
- Analytical Chemistry, Regeneron Pharmaceuticals, Inc ., Tarrytown, New York, USA
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8
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Ulitzka M, Carrara S, Grzeschik J, Kornmann H, Hock B, Kolmar H. Engineering therapeutic antibodies for patient safety: tackling the immunogenicity problem. Protein Eng Des Sel 2021; 33:5944198. [PMID: 33128053 DOI: 10.1093/protein/gzaa025] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 09/17/2020] [Accepted: 09/18/2020] [Indexed: 12/21/2022] Open
Abstract
Established monoclonal antibodies (mAbs) allow treatment of cancers, autoimmune diseases and other severe illnesses. Side effects either arise due to interaction with the target protein and its biology or result from of the patient's immune system reacting to the foreign protein. This immunogenic reaction against therapeutic antibodies is dependent on various factors. The presence of non-human sequences can trigger immune responses as well as chemical and post-translational modifications of the antibody. However, even fully human antibodies can induce immune response through T cell epitopes or aggregates. In this review, we briefly describe, how therapeutic antibodies can interact with the patient's immune system and summarize recent advancements in protein engineering and in silico methods to reduce immunogenicity of therapeutic monoclonal antibodies.
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Affiliation(s)
- Michael Ulitzka
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany.,Ferring Darmstadt Labs, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Stefania Carrara
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany.,Ferring Darmstadt Labs, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Julius Grzeschik
- Ferring Darmstadt Labs, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Henri Kornmann
- Ferring International Center S.A., Chemin de la Vergognausaz 50, CH-1162 Saint-Prex, Switzerland
| | - Björn Hock
- Ferring International Center S.A., Chemin de la Vergognausaz 50, CH-1162 Saint-Prex, Switzerland
| | - Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
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9
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10
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Carrara SC, Ulitzka M, Grzeschik J, Kornmann H, Hock B, Kolmar H. From cell line development to the formulated drug product: The art of manufacturing therapeutic monoclonal antibodies. Int J Pharm 2020; 594:120164. [PMID: 33309833 DOI: 10.1016/j.ijpharm.2020.120164] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 11/23/2020] [Accepted: 12/06/2020] [Indexed: 02/07/2023]
Abstract
Therapeutic monoclonal antibodies and related products have steadily grown to become the dominant product class within the biopharmaceutical market. Production of antibodies requires special precautions to ensure safety and efficacy of the product. In particular, minimizing antibody product heterogeneity is crucial as drug substance variants may impair the activity, efficacy, safety, and pharmacokinetic properties of an antibody, consequently resulting in the failure of a product in pre-clinical and clinical development. This review will cover the manufacturing and formulation challenges and advances of therapeutic monoclonal antibodies, focusing on improved processes to minimize variants and ensure batch-to-batch consistency. Processes put in place by regulatory agencies, such as Quality-by-Design (QbD) and current Good Manufacturing Practices (cGMP), and how their implementation has aided drug development in pharmaceutical companies will be reviewed. Advances in formulation and considerations on the intended use of a therapeutic antibody, including the route of administration and patient compliance, will be discussed.
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Affiliation(s)
- Stefania C Carrara
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany; Ferring Darmstadt Laboratory, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Michael Ulitzka
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany; Ferring Darmstadt Laboratory, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Julius Grzeschik
- Ferring Darmstadt Laboratory, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Henri Kornmann
- Ferring International Center SA, CH-1162 Saint-Prex, Switzerland
| | - Björn Hock
- Ferring International Center SA, CH-1162 Saint-Prex, Switzerland.
| | - Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany.
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11
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Boddapati S, Gilmore J, Boone K, Bushey J, Ross J, Gfeller B, McFee W, Rao R, Corrigan G, Chen A, Clarke H, Valliere-Douglass J, Bhargava S. Evidence for co-translational misincorporation of non-canonical amino acid hydroxyproline in recombinant antibodies produced in Chinese Hamster Ovary (CHO) cell lines. PLoS One 2020; 15:e0241250. [PMID: 33119652 PMCID: PMC7595273 DOI: 10.1371/journal.pone.0241250] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Accepted: 10/09/2020] [Indexed: 02/03/2023] Open
Abstract
With the advent of highly sensitive technologies such as tandem mass spectrometry and next-generation sequencing, recombinant antibodies are now routinely analyzed for the presence of low-level sequence variants including amino acid misincorporations. During mAb cell culture process development, we found that proline was replaced with the non-canonical amino acid, hydroxyproline, in the protein sequence. We investigated the relationship between proline content in the cell culture media and proline sequence variants and found that the proline concentration was inversely correlated with the amount of sequence variants detected in the protein sequence. Hydroxyproline incorporation has been previously reported in recombinant proteins produced in mammalian expression systems as a post-translational modification. Given the dependency on proline levels, the mechanism was then investigated. To address the possibility of co-translational misincorporation of hydroxyproline, we used tandem mass spectrometry to measure incorporation of stable-isotope labelled hydroxyproline added to the feed of a production bioreactor. We discovered co-translational misincorporation of labelled hydroxyproline in the recombinant antibody. These findings are significant, since they underscore the need to track non-canonical amino acid incorporation as a co-translational event in CHO cells. Understanding the mechanism of hydroxyproline incorporation is crucial in developing an appropriate control strategy during biologics production.
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Affiliation(s)
- Shanta Boddapati
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
- * E-mail:
| | - Jason Gilmore
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Kyle Boone
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - John Bushey
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Jonathan Ross
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Brian Gfeller
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - William McFee
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Romesh Rao
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Greg Corrigan
- Upstream Manufacturing, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Aaron Chen
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | - Howard Clarke
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
| | | | - Swapnil Bhargava
- Process Sciences, Seattle Genetics Inc, Bothell, WA, United States of America
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12
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Towards in situ continuous feeding via controlled release of complete nutrients for fed-batch culture of animal cells. Biochem Eng J 2020. [DOI: 10.1016/j.bej.2019.107436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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13
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Powers DN, Wang Y, Fratz-Berilla EJ, Velugula-Yellela SR, Chavez B, Angart P, Trunfio N, Yoon S, Agarabi C. Real-time quantification and supplementation of bioreactor amino acids to prolong culture time and maintain antibody product quality. Biotechnol Prog 2019; 35:e2894. [PMID: 31425633 PMCID: PMC7003473 DOI: 10.1002/btpr.2894] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 08/06/2019] [Accepted: 08/15/2019] [Indexed: 01/18/2023]
Abstract
Real‐time monitoring of cell cultures in bioreactors can enable expedited responses necessary to correct potential batch failure perturbations which may normally go undiscovered until the completion of the batch and result in failure. Currently, analytical technologies are dedicated to real‐time monitoring of bioreactor parameters such as pH, dissolved oxygen, and temperature, nutrients such as glucose and glutamine, or metabolites such as lactate. Despite the importance of amino acids as the building blocks of therapeutic protein products, other than glutamine their concentrations are not commonly measured. Here, we present a study into amino acid monitoring, supplementation strategies, and how these techniques may impact the cell growth profiles and product quality. We used preliminary bioreactor runs to establish baselines by determining initial amino acid consumption patterns, the results of which were used to select a pool of amino acids which gets depleted in the bioreactor. These amino acids were combined into blends which were supplemented into bioreactors during a subsequent run, the concentrations of which were monitored using a mass spectrometry based at‐line method we developed to quickly assess amino acid concentrations from crude bioreactor media. We found that these blends could prolong culture life, reversing a viable cell density decrease that was leading to batch death. Additionally, we assessed how these strategies might impact protein product quality, such as the glycan profile. The amino acid consumption data were aligned with the final glycan profiles in principal component analysis to identify which amino acids are most closely associated with glycan outcomes.
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Affiliation(s)
- David N Powers
- U.S. Food and Drug Administration, Center for Drug Evaluation and Research, Office of Product Quality, Office of Biotechnology Products, Division of Biotechnology Review and Research II, Silver Spring, Maryland
| | - Yifan Wang
- U.S. Food and Drug Administration, Center for Drug Evaluation and Research, Office of Testing and Research, Division of Product Quality Research, Silver Spring, Maryland
| | - Erica J Fratz-Berilla
- U.S. Food and Drug Administration, Center for Drug Evaluation and Research, Office of Product Quality, Office of Biotechnology Products, Division of Biotechnology Review and Research II, Silver Spring, Maryland
| | - Sai Rashmika Velugula-Yellela
- U.S. Food and Drug Administration, Center for Drug Evaluation and Research, Office of Product Quality, Office of Biotechnology Products, Division of Biotechnology Review and Research II, Silver Spring, Maryland
| | - Brittany Chavez
- U.S. Food and Drug Administration, Center for Drug Evaluation and Research, Office of Product Quality, Office of Biotechnology Products, Division of Biotechnology Review and Research II, Silver Spring, Maryland
| | - Phillip Angart
- U.S. Food and Drug Administration, Center for Drug Evaluation and Research, Office of Product Quality, Office of Biotechnology Products, Division of Biotechnology Review and Research II, Silver Spring, Maryland
| | - Nicholas Trunfio
- U.S. Food and Drug Administration, Center for Drug Evaluation and Research, Office of Product Quality, Office of Biotechnology Products, Division of Biotechnology Review and Research II, Silver Spring, Maryland.,Sartorius Stedim North America Inc, Corporate Research, Bohemia, NY
| | - Seongkyu Yoon
- Department of Chemical Engineering, University of Massachusetts, Lowell, Massachusetts
| | - Cyrus Agarabi
- U.S. Food and Drug Administration, Center for Drug Evaluation and Research, Office of Product Quality, Office of Biotechnology Products, Division of Biotechnology Review and Research II, Silver Spring, Maryland
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14
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Zhu J, Hatton D. New Mammalian Expression Systems. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2019; 165:9-50. [PMID: 28585079 DOI: 10.1007/10_2016_55] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There are an increasing number of recombinant antibodies and proteins in preclinical and clinical development for therapeutic applications. Mammalian expression systems are key to enabling the production of these molecules, and Chinese hamster ovary (CHO) cell platforms continue to be central to delivery of the stable cell lines required for large-scale production. Increasing pressure on timelines and efficiency, further innovation of molecular formats and the shift to new production systems are driving developments of these CHO cell line platforms. The availability of genome and transcriptome data coupled with advancing gene editing tools are increasing the ability to design and engineer CHO cell lines to meet these challenges. This chapter aims to give an overview of the developments in CHO expression systems and some of the associated technologies over the past few years.
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Affiliation(s)
- Jie Zhu
- MedImmune, One MedImmune Way, Gaithersburg, MD, 20878, USA
| | - Diane Hatton
- MedImmune, Milstein Building, Granta Park, Cambridge, CB21 6GH, UK.
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15
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Kshirsagar R, Ryll T. Innovation in Cell Banking, Expansion, and Production Culture. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2019; 165:51-74. [PMID: 29637222 DOI: 10.1007/10_2016_56] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Cell culture-based production processes enable the development and commercial supply of recombinant protein products. Such processes consist of the following elements: thaw and initiation of culture, seed expansion, and production culture. A robust cell source storage system in the form of a cell bank is developed and cells are thawed to initiate the cell culture process. Seed culture expansion generates sufficient cell mass to initiate the production culture. The production culture provides an environment where the cells can synthesize the product and is optimized to deliver the highest possible product concentration with acceptable product quality. This chapter describes the significant innovations made in these process elements and the resulting improvements in the overall efficiency, robustness, and safety of the processes and products.
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Affiliation(s)
- Rashmi Kshirsagar
- Technical Development, Biogen, 225 Binney Street, Cambridge, MA, 02142, USA
| | - Thomas Ryll
- Technical Operations, ImmunoGen, Inc., 830 Winter Street, Waltham, MA, 02451, USA.
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16
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Beck A, Liu H. Macro- and Micro-Heterogeneity of Natural and Recombinant IgG Antibodies. Antibodies (Basel) 2019; 8:antib8010018. [PMID: 31544824 PMCID: PMC6640695 DOI: 10.3390/antib8010018] [Citation(s) in RCA: 82] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2018] [Revised: 01/19/2019] [Accepted: 02/13/2019] [Indexed: 12/22/2022] Open
Abstract
Recombinant monoclonal antibodies (mAbs) intended for therapeutic usage are required to be thoroughly characterized, which has promoted an extensive effort towards the understanding of the structures and heterogeneity of this major class of molecules. Batch consistency and comparability are highly relevant to the successful pharmaceutical development of mAbs and related products. Small structural modifications that contribute to molecule variants (or proteoforms) differing in size, charge or hydrophobicity have been identified. These modifications may impact (or not) the stability, pharmacokinetics, and efficacy of mAbs. The presence of the same type of modifications as found in endogenous immunoglobulin G (IgG) can substantially lower the safety risks of mAbs. The knowledge of modifications is also critical to the ranking of critical quality attributes (CQAs) of the drug and define the Quality Target Product Profile (QTPP). This review provides a summary of the current understanding of post-translational and physico-chemical modifications identified in recombinant mAbs and endogenous IgGs at physiological conditions.
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Affiliation(s)
- Alain Beck
- Biologics CMC and developability, IRPF, Center d'immunologie Pierre Fabre, St Julien-en-Genevois CEDEX, 74160 Saint-Julien en Genevois, France.
| | - Hongcheng Liu
- Anokion, 50 Hampshire Street, Suite 402, Cambridge, MA 02139, USA.
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17
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Calmels C, McCann A, Malphettes L, Andersen MR. Application of a curated genome-scale metabolic model of CHO DG44 to an industrial fed-batch process. Metab Eng 2019; 51:9-19. [DOI: 10.1016/j.ymben.2018.09.009] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/17/2018] [Accepted: 09/14/2018] [Indexed: 01/08/2023]
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18
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Xu Y, Wang D, Mason B, Rossomando T, Li N, Liu D, Cheung JK, Xu W, Raghava S, Katiyar A, Nowak C, Xiang T, Dong DD, Sun J, Beck A, Liu H. Structure, heterogeneity and developability assessment of therapeutic antibodies. MAbs 2018; 11:239-264. [PMID: 30543482 DOI: 10.1080/19420862.2018.1553476] [Citation(s) in RCA: 177] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Increasing attention has been paid to developability assessment with the understanding that thorough evaluation of monoclonal antibody lead candidates at an early stage can avoid delays during late-stage development. The concept of developability is based on the knowledge gained from the successful development of approximately 80 marketed antibody and Fc-fusion protein drug products and from the lessons learned from many failed development programs over the last three decades. Here, we reviewed antibody quality attributes that are critical to development and traditional and state-of-the-art analytical methods to monitor those attributes. Based on our collective experiences, a practical workflow is proposed as a best practice for developability assessment including in silico evaluation, extended characterization and forced degradation using appropriate analytical methods that allow characterization with limited material consumption and fast turnaround time.
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Affiliation(s)
- Yingda Xu
- a Protein Analytics , Adimab , Lebanon , NH , USA
| | - Dongdong Wang
- b Analytical Department , Bioanalytix, Inc ., Cambridge , MA , USA
| | - Bruce Mason
- c Product Characterization , Alexion Pharmaceuticals, Inc ., New Haven , CT , USA
| | - Tony Rossomando
- c Product Characterization , Alexion Pharmaceuticals, Inc ., New Haven , CT , USA
| | - Ning Li
- d Analytical Chemistry , Regeneron Pharmaceuticals, Inc ., Tarrytown , NY , USA
| | - Dingjiang Liu
- e Formulation Development , Regeneron Pharmaceuticals, Inc ., Tarrytown , NY , USA
| | - Jason K Cheung
- f Pharmaceutical Sciences , MRL, Merck & Co., Inc ., Kenilworth , NJ , USA
| | - Wei Xu
- g Analytical Method Development , MRL, Merck & Co., Inc ., Kenilworth , NJ , USA
| | - Smita Raghava
- h Sterile Formulation Sciences , MRL, Merck & Co., Inc ., Kenilworth , NJ , USA
| | - Amit Katiyar
- i Analytical Development , Bristol-Myers Squibb , Pennington , NJ , USA
| | - Christine Nowak
- c Product Characterization , Alexion Pharmaceuticals, Inc ., New Haven , CT , USA
| | - Tao Xiang
- j Manufacturing Sciences , Abbvie Bioresearch Center , Worcester , MA , USA
| | - Diane D Dong
- j Manufacturing Sciences , Abbvie Bioresearch Center , Worcester , MA , USA
| | - Joanne Sun
- k Product development , Innovent Biologics , Suzhou Industrial Park , China
| | - Alain Beck
- l Analytical chemistry , NBEs, Center d'immunologie Pierre Fabre , St Julien-en-Genevois Cedex , France
| | - Hongcheng Liu
- c Product Characterization , Alexion Pharmaceuticals, Inc ., New Haven , CT , USA
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19
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Wong HE, Huang CJ, Zhang Z. Amino Acid Misincorporation Propensities Revealed through Systematic Amino Acid Starvation. Biochemistry 2018; 57:6767-6779. [DOI: 10.1021/acs.biochem.8b00976] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
- H. Edward Wong
- Process Development, Amgen, Inc., 1 Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - Chung-Jr Huang
- Process Development, Amgen, Inc., 1 Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - Zhongqi Zhang
- Process Development, Amgen, Inc., 1 Amgen Center Drive, Thousand Oaks, California 91320, United States
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20
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Lin TJ, Beal KM, Brown PW, DeGruttola HS, Ly M, Wang W, Chu CH, Dufield RL, Casperson GF, Carroll JA, Friese OV, Figueroa B, Marzilli LA, Anderson K, Rouse JC. Evolution of a comprehensive, orthogonal approach to sequence variant analysis for biotherapeutics. MAbs 2018; 11:1-12. [PMID: 30303443 PMCID: PMC6343769 DOI: 10.1080/19420862.2018.1531965] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Amino acid sequence variation in protein therapeutics requires close monitoring during cell line and cell culture process development. A cross-functional team of Pfizer colleagues from the Analytical and Bioprocess Development departments worked closely together for over 6 years to formulate and communicate a practical, reliable sequence variant (SV) testing strategy with state-of-the-art techniques that did not necessitate more resources or lengthen project timelines. The final Pfizer SV screening strategy relies on next-generation sequencing (NGS) and amino acid analysis (AAA) as frontline techniques to identify mammalian cell clones with genetic mutations and recognize cell culture process media/feed conditions that induce misincorporations, respectively. Mass spectrometry (MS)-based techniques had previously been used to monitor secreted therapeutic products for SVs, but we found NGS and AAA to be equally informative, faster, less cumbersome screening approaches. MS resources could then be used for other purposes, such as the in-depth characterization of product quality in the final stages of commercial-ready cell line and culture process development. Once an industry-wide challenge, sequence variation is now routinely monitored and controlled at Pfizer (and other biopharmaceutical companies) through increased awareness, dedicated cross-line efforts, smart comprehensive strategies, and advances in instrumentation/software, resulting in even higher product quality standards for biopharmaceutical products.
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Affiliation(s)
- T Jennifer Lin
- a Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Andover , MA , USA
| | - Kathryn M Beal
- a Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Andover , MA , USA
| | - Paul W Brown
- b Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Chesterfield , MO , USA
| | | | - Mellisa Ly
- a Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Andover , MA , USA
| | - Wenge Wang
- a Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Andover , MA , USA
| | - Chia H Chu
- b Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Chesterfield , MO , USA
| | - Robert L Dufield
- b Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Chesterfield , MO , USA
| | - Gerald F Casperson
- b Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Chesterfield , MO , USA
| | - James A Carroll
- b Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Chesterfield , MO , USA
| | - Olga V Friese
- b Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Chesterfield , MO , USA
| | - Bruno Figueroa
- a Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Andover , MA , USA
| | - Lisa A Marzilli
- a Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Andover , MA , USA
| | - Karin Anderson
- a Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Andover , MA , USA
| | - Jason C Rouse
- a Biotherapeutics Pharmaceutical Sciences , Pfizer, Inc , Andover , MA , USA
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21
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Ritacco FV, Wu Y, Khetan A. Cell culture media for recombinant protein expression in Chinese hamster ovary (CHO) cells: History, key components, and optimization strategies. Biotechnol Prog 2018; 34:1407-1426. [DOI: 10.1002/btpr.2706] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 08/03/2018] [Accepted: 08/06/2018] [Indexed: 02/06/2023]
Affiliation(s)
- Frank V. Ritacco
- Biologics Process DevelopmentBristol‐Myers Squibb Pennington New Jersey United States
| | - Yongqi Wu
- Biologics Process DevelopmentBristol‐Myers Squibb Pennington New Jersey United States
| | - Anurag Khetan
- Biologics Process DevelopmentBristol‐Myers Squibb Pennington New Jersey United States
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22
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Jiang T, Song H, Slaney TR, Wu W, Langsdorf E, Gupta G, Ludwig R, Tao L, McVey D, Das TK. Codon-Directed Determination of the Biological Causes of Sequence Variants in Therapeutic Proteins. Anal Chem 2017; 89:12749-12755. [DOI: 10.1021/acs.analchem.7b02914] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Tao Jiang
- Department
of Chemistry, The University of Michigan, 930 North University Avenue, Ann Arbor, Michigan 48109, United States
| | - Hangtian Song
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
| | - Thomas R. Slaney
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
| | - Wei Wu
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
| | - Erik Langsdorf
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
| | - Gargi Gupta
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
| | - Richard Ludwig
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
| | - Li Tao
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
| | - Duncan McVey
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
| | - Tapan K. Das
- Analytical,
Cell Line and Process Development, Bristol-Myers Squibb Company, 311 Pennington-Rocky
Hill Road, Pennington, New
Jersey 08534, United States
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23
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Wong HE, Huang CJ, Zhang Z. Amino acid misincorporation in recombinant proteins. Biotechnol Adv 2017; 36:168-181. [PMID: 29107148 DOI: 10.1016/j.biotechadv.2017.10.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 09/12/2017] [Accepted: 10/24/2017] [Indexed: 11/26/2022]
Abstract
Proteins provide the molecular basis for cellular structure, catalytic activity, signal transduction, and molecular transport in biological systems. Recombinant protein expression is widely used to prepare and manufacture novel proteins that serve as the foundation of many biopharmaceutical products. However, protein translation bioprocesses are inherently prone to low-level errors. These sequence variants caused by amino acid misincorporation have been observed in both native and recombinant proteins. Protein sequence variants impact product quality, and their presence can be exacerbated through cellular stress, overexpression, and nutrient starvation. Therefore, the cell line selection process, which is used in the biopharmaceutical industry, is not only directed towards maximizing productivity, but also focuses on selecting clones which yield low sequence variant levels, thereby proactively avoiding potentially inauspicious patient safety and efficacy outcomes. Here, we summarize a number of hallmark studies aimed at understanding the mechanisms of amino acid misincorporation, as well as exacerbating factors, and mitigation strategies. We also describe key advances in analytical technologies in the identification and quantification of sequence variants, and some practical considerations when using LC-MS/MS for detecting sequence variants.
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Affiliation(s)
- H Edward Wong
- Process Development, Amgen Inc., 1 Amgen Center Drive, Thousand Oaks, CA 91320, United States
| | - Chung-Jr Huang
- Process Development, Amgen Inc., 1 Amgen Center Drive, Thousand Oaks, CA 91320, United States
| | - Zhongqi Zhang
- Process Development, Amgen Inc., 1 Amgen Center Drive, Thousand Oaks, CA 91320, United States.
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24
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Griaud F, Winter A, Denefeld B, Lang M, Hensinger H, Straube F, Sackewitz M, Berg M. Identification of multiple serine to asparagine sequence variation sites in an intended copy product of LUCENTIS® by mass spectrometry. MAbs 2017; 9:1337-1348. [PMID: 28846476 PMCID: PMC5680803 DOI: 10.1080/19420862.2017.1366395] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Patent expiration of first-generation biologics and the high cost of innovative biologics are 2 drivers for the development of biosimilar products. There are, however, technical challenges to the production of exact copies of such large molecules. In this study, we performed a head-to-head comparison between the originator anti-VEGF-A Fab product LUCENTIS® (ranibizumab) and an intended copy product using an integrated analytical approach. While no differences could be observed using size-exclusion chromatography, capillary electrophoresis-sodium dodecyl sulfate and potency assays, different acidic peaks were identified with cation ion exchange chromatography and capillary zone electrophoresis. Further investigation of the intact Fab, subunits and primary sequence with mass spectrometry demonstrated the presence of a modified light chain variant in the intended copy product batches. This variant was characterized with a mass increase of 27.01 Da compared to the originator sequence and its abundance was estimated in the range of 6–9% of the intended copy product light chain. MS/MS spectra interrogation confirmed that this modification relates to a serine to asparagine sequence variant found in the intended copy product light chain. We demonstrated that the integration of high-resolution and sensitive orthogonal technologies was beneficial to assess the similarity of an originator and an intended copy product.
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Affiliation(s)
- François Griaud
- a Analytical Development and Characterization NBEs, Biopharmaceutical Product and Process Development, Biologics Technical Development and Manufacturing, Novartis Pharma AG , Basel , Basel-Stadt, Switzerland
| | - Andrej Winter
- a Analytical Development and Characterization NBEs, Biopharmaceutical Product and Process Development, Biologics Technical Development and Manufacturing, Novartis Pharma AG , Basel , Basel-Stadt, Switzerland
| | - Blandine Denefeld
- a Analytical Development and Characterization NBEs, Biopharmaceutical Product and Process Development, Biologics Technical Development and Manufacturing, Novartis Pharma AG , Basel , Basel-Stadt, Switzerland
| | - Manuel Lang
- a Analytical Development and Characterization NBEs, Biopharmaceutical Product and Process Development, Biologics Technical Development and Manufacturing, Novartis Pharma AG , Basel , Basel-Stadt, Switzerland
| | - Héloïse Hensinger
- a Analytical Development and Characterization NBEs, Biopharmaceutical Product and Process Development, Biologics Technical Development and Manufacturing, Novartis Pharma AG , Basel , Basel-Stadt, Switzerland
| | - Frank Straube
- a Analytical Development and Characterization NBEs, Biopharmaceutical Product and Process Development, Biologics Technical Development and Manufacturing, Novartis Pharma AG , Basel , Basel-Stadt, Switzerland
| | - Mirko Sackewitz
- a Analytical Development and Characterization NBEs, Biopharmaceutical Product and Process Development, Biologics Technical Development and Manufacturing, Novartis Pharma AG , Basel , Basel-Stadt, Switzerland
| | - Matthias Berg
- a Analytical Development and Characterization NBEs, Biopharmaceutical Product and Process Development, Biologics Technical Development and Manufacturing, Novartis Pharma AG , Basel , Basel-Stadt, Switzerland
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25
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Abstract
Sequence variant analysis (SVA) is critical in therapeutic protein development because it ensures the absence of genetic mutations of a production clone or high-level misincorporations during cell culture. While software for searching sequence variants from mass spectrometry data are available, effectively distinguishing true positives from a large number of false positives in the reported hits or identifications found in the error tolerant search mode is a challenge. This verification process must be done manually and can take several days or even weeks to accomplish. We report here the use of a Perl-based script to evaluate every identified hit to remove the false positives from the search results of PepFinder™ (also known as MassAnalyzer) based on orthogonal criteria. Our data show that the false positives from PepFinder™ output were reduced ∼4-fold without loss of accuracy in the detection of true identifications, representing a more than 70% reduction in time compared with the manual data verification process.
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Affiliation(s)
- Wenzhou Li
- a Attribute Sciences, Amgen Inc. , Thousand Oaks , CA , USA
| | - Jette Wypych
- a Attribute Sciences, Amgen Inc. , Thousand Oaks , CA , USA
| | - Robert J Duff
- a Attribute Sciences, Amgen Inc. , Thousand Oaks , CA , USA
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26
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Mulukutla BC, Kale J, Kalomeris T, Jacobs M, Hiller GW. Identification and control of novel growth inhibitors in fed-batch cultures of Chinese hamster ovary cells. Biotechnol Bioeng 2017; 114:1779-1790. [DOI: 10.1002/bit.26313] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2016] [Revised: 03/19/2017] [Accepted: 04/09/2017] [Indexed: 02/01/2023]
Affiliation(s)
| | - Jaitashree Kale
- Cell Culture Process Development; Pfizer Inc.; One Burtt Road Andover 01810 Massachusetts
| | - Taylor Kalomeris
- Cell Culture Process Development; Pfizer Inc.; One Burtt Road Andover 01810 Massachusetts
| | - Michaela Jacobs
- Cell Culture Process Development; Pfizer Inc.; One Burtt Road Andover 01810 Massachusetts
| | - Gregory W. Hiller
- Cell Culture Process Development; Pfizer Inc.; One Burtt Road Andover 01810 Massachusetts
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27
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Lin H, Leighty RW, Godfrey S, Wang SB. Principles and approach to developing mammalian cell culture media for high cell density perfusion process leveraging established fed-batch media. Biotechnol Prog 2017; 33:891-901. [DOI: 10.1002/btpr.2472] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Revised: 03/20/2017] [Indexed: 12/12/2022]
Affiliation(s)
- Henry Lin
- Cell Culture, Process Science, Boehringer Ingelheim; Fremont CA
| | | | - Scott Godfrey
- Bioprocess Engineering; Process Science, Boehringer Ingelheim; Fremont CA
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28
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Bandyopadhyay AA, Khetan A, Malmberg LH, Zhou W, Hu WS. Advancement in bioprocess technology: parallels between microbial natural products and cell culture biologics. J Ind Microbiol Biotechnol 2017; 44:785-797. [PMID: 28185098 DOI: 10.1007/s10295-017-1913-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 01/29/2017] [Indexed: 10/20/2022]
Abstract
The emergence of natural products and industrial microbiology nearly eight decades ago propelled an era of bioprocess innovation. Half a century later, recombinant protein technology spurred the tremendous growth of biologics and added mammalian cells to the forefront of industrial producing cells in terms of the value of products generated. This review highlights the process technology of natural products and protein biologics. Despite the separation in time, there is a remarkable similarity in their progression. As the new generation of therapeutics for gene and cell therapy emerges, its process technology development can take inspiration from that of natural products and biologics.
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Affiliation(s)
- Arpan A Bandyopadhyay
- Department of Chemical Engineering and Materials Science, University of Minnesota, 421 Washington Avenue SE, Minneapolis, MN, 55455-0132, USA
| | - Anurag Khetan
- Biological Process Development, Bristol Myers Squibb, 521 NJ-173, Bloomsbury, NJ, 08804, USA
| | - Li-Hong Malmberg
- AbbVie Bioresearch Center, 100 Research Drive, Worcester, MA, 01605, USA
| | | | - Wei-Shou Hu
- Department of Chemical Engineering and Materials Science, University of Minnesota, 421 Washington Avenue SE, Minneapolis, MN, 55455-0132, USA.
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29
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Purdie JL, Kowle RL, Langland AL, Patel CN, Ouyang A, Olson DJ. Cell culture media impact on drug product solution stability. Biotechnol Prog 2016; 32:998-1008. [DOI: 10.1002/btpr.2289] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 04/20/2016] [Indexed: 01/03/2023]
Affiliation(s)
- Jennifer L. Purdie
- Bioproduct Research and Development, Lilly Research Laboratories, Eli Lilly and Company; Indianapolis IN 46285
| | - Ronald L. Kowle
- Bioproduct Research and Development, Lilly Research Laboratories, Eli Lilly and Company; Indianapolis IN 46285
| | - Amie L. Langland
- Bioproduct Research and Development, Lilly Research Laboratories, Eli Lilly and Company; Indianapolis IN 46285
| | - Chetan N. Patel
- Biotechnology Discovery Research, Lilly Research Laboratories, Eli Lilly and Company; Indianapolis IN 46285
| | - Anli Ouyang
- Bioproduct Research and Development, Lilly Research Laboratories, Eli Lilly and Company; Indianapolis IN 46285
| | - Donald J. Olson
- Bioproduct Research and Development, Lilly Research Laboratories, Eli Lilly and Company; Indianapolis IN 46285
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30
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Tinoco I, Kim HK, Yan S. Frameshifting dynamics. Biopolymers 2016; 99:1147-66. [PMID: 23722586 DOI: 10.1002/bip.22293] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2013] [Revised: 05/14/2013] [Accepted: 05/20/2013] [Indexed: 01/26/2023]
Abstract
Translation of messenger RNA by a ribosome occurs three nucleotides at a time from start signal to stop. However, a frameshift means that some nucleotides are read twice or some are skipped, and the following sequence of amino acids is completely different from the sequence in the original frame. In some messenger RNAs, including viral RNAs, frameshifting is programmed with RNA signals to produce specific ratios of proteins vital to the replication of the organism. The mechanisms that cause frameshifting have been studied for many years, but there are no definitive conclusions. We review ribosome structure and dynamics in relation to frameshifting dynamics provided by classical ensemble studies, and by new single-molecule methods using optical tweezers and FRET.
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Affiliation(s)
- Ignacio Tinoco
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720-1460
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31
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Zhang S, Bartkowiak L, Nabiswa B, Mishra P, Fann J, Ouellette D, Correia I, Regier D, Liu J. Identifying low-level sequence variants via next generation sequencing to aid stable CHO cell line screening. Biotechnol Prog 2015; 31:1077-85. [DOI: 10.1002/btpr.2119] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Revised: 05/04/2015] [Indexed: 01/07/2023]
Affiliation(s)
- Sheng Zhang
- Process Sciences Cell Culture, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
| | - Lisa Bartkowiak
- Process Sciences Cell Culture, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
| | - Bernard Nabiswa
- Process Sciences Cell Culture, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
| | - Pratibha Mishra
- Process Sciences Cell Culture, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
| | - John Fann
- Process Sciences Cell Culture, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
| | - David Ouellette
- Process Sciences Analytics, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
| | - Ivan Correia
- Process Sciences Analytics, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
| | - Dean Regier
- Protein Science, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
| | - Junjian Liu
- Protein Science, Abbvie Bioresearch Center; 100 Research Drive Worcester MA 01605
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Brühlmann D, Jordan M, Hemberger J, Sauer M, Stettler M, Broly H. Tailoring recombinant protein quality by rational media design. Biotechnol Prog 2015; 31:615-29. [DOI: 10.1002/btpr.2089] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 03/04/2015] [Indexed: 02/07/2023]
Affiliation(s)
- David Brühlmann
- Merck Serono SA, Corsier-sur-Vevey, Biotech Process Sciences, Zone Industrielle B; CH-1809 Fenil-sur-Corsier Switzerland
- Dept. of Biotechnology and Biophysics; Julius-Maximilians-Universität Würzburg, Biozentrum; Am Hubland DE-97074 Würzburg Germany
| | - Martin Jordan
- Merck Serono SA, Corsier-sur-Vevey, Biotech Process Sciences, Zone Industrielle B; CH-1809 Fenil-sur-Corsier Switzerland
| | - Jürgen Hemberger
- Inst. for Biochemical Engineering and Analytics; University of Applied Sciences Giessen; Wiesenstrasse 14, DE-35390 Giessen Germany
| | - Markus Sauer
- Dept. of Biotechnology and Biophysics; Julius-Maximilians-Universität Würzburg, Biozentrum; Am Hubland DE-97074 Würzburg Germany
| | - Matthieu Stettler
- Merck Serono SA, Corsier-sur-Vevey, Biotech Process Sciences, Zone Industrielle B; CH-1809 Fenil-sur-Corsier Switzerland
| | - Hervé Broly
- Merck Serono SA, Corsier-sur-Vevey, Biotech Process Sciences, Zone Industrielle B; CH-1809 Fenil-sur-Corsier Switzerland
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33
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Zhao L, Fu HY, Zhou W, Hu WS. Advances in process monitoring tools for cell culture bioprocesses. Eng Life Sci 2015. [DOI: 10.1002/elsc.201500006] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Affiliation(s)
- Liang Zhao
- Department of Chemical Engineering and Materials Science; University of Minnesota; Minneapolis MN USA
| | - Hsu-Yuan Fu
- Department of Chemical Engineering and Materials Science; University of Minnesota; Minneapolis MN USA
| | - Weichang Zhou
- Biologics Process Development; WuXi AppTec Co; Ltd; Shanghai China
| | - Wei-Shou Hu
- Department of Chemical Engineering and Materials Science; University of Minnesota; Minneapolis MN USA
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An optimized approach to the rapid assessment and detection of sequence variants in recombinant protein products. Anal Bioanal Chem 2015; 407:3851-60. [PMID: 25795027 DOI: 10.1007/s00216-015-8618-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Revised: 02/26/2015] [Accepted: 03/03/2015] [Indexed: 01/01/2023]
Abstract
The development of sensitive techniques to detect sequence variants (SVs), which naturally arise due to DNA mutations and errors in transcription/translation (amino acid misincorporations), has resulted in increased attention to their potential presence in protein-based biologic drugs in recent years. Often, these SVs may be below 0.1%, adding challenges for consistent and accurate detection. Furthermore, the presence of false-positive (FP) signals, a hallmark of SV analysis, requires time-consuming analyst inspection of the data to sort true from erroneous signal. Consequently, gaps in information about the prevalence, type, and impact of SVs in marketed and in-development products are significant. Here, we report the results of a simple, straightforward, and sensitive approach to sequence variant analysis. This strategy employs mixing of two samples of an antibody or protein with the same amino acid sequence in a dilution series followed by subsequent sequence variant analysis. Using automated peptide map analysis software, a quantitative assessment of the levels of SVs in each sample can be made based on the signal derived from the mass spectrometric data. We used this strategy to rapidly detect differences in sequence variants in a monoclonal antibody after a change in process scale, and in a comparison of three mAbs as part of a biosimilar program. This approach is powerful, as true signals can be readily distinguished from FP signal, even at a level well below 0.1%, by using a simple linear regression analysis across the data set with none to minimal inspection of the MS/MS data. Additionally, the data produced from these studies can also be used to make a quantitative assessment of relative levels of product quality attributes. The information provided here extends the published knowledge about SVs and provides context for the discussion around the potential impact of these SVs on product heterogeneity and immunogenicity.
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Popp O, Larraillet V, Kettenberger H, Gorr IH, Hilger M, Lipsmeier F, Zeck A, Beaucamp N. Molecular polygamy: The promiscuity of l-phenylalanyl-tRNA-synthetase triggers misincorporation of meta- and ortho-tyrosine in monoclonal antibodies expressed by Chinese hamster ovary cells. Biotechnol Bioeng 2015; 112:1187-99. [PMID: 25545851 DOI: 10.1002/bit.25528] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2014] [Revised: 12/15/2014] [Accepted: 12/17/2014] [Indexed: 01/03/2023]
Abstract
In-depth analytical characterization of biotherapeutics originating from different production batches is mandatory to ensure product safety and consistent molecule efficacy. Previously, we have shown unintended incorporation of tyrosine (Tyr) and leucine/isoleucine (Leu/Ile) at phenylalanine (Phe) positions in a recombinant produced monoclonal antibody (mAb) using an orthogonal MASCOT/SIEVE based approach for mass spectrometry data analysis. The misincorporation could be avoided by sufficient supply of phenylalanine throughout the process. Several non-annotated signals in the primarily chromatographic peptide separation step for apparently single Phe→Tyr sequence variants (SVs) suggest a role for isobar tyrosine isoforms. Meta- and ortho-Tyr are spontaneously generated during aerobic fed-batch production processes using Chinese hamster ovary (CHO) cell lines. Process induced meta- and ortho-Tyr but not proteinogenic para-Tyr are incorporated at Phe locations in Phe-starved CHO cultures expressing a recombinant mAb. Furthermore, meta- and ortho-Tyr are preferably misincorporated over Leu. Structural modeling of the l-phenylalanyl-tRNA-synthetase (PheRS) substrate activation site indicates a possible fit of non-cognate ortho-Tyr and meta-Tyr substrates. Dose-dependent misincorporations of Tyr isoforms support the hypothesis that meta- and ortho-Tyr are competing, alternative substrates for PheRS in CHO processes. Finally, easily accessible at-line surrogate markers for Phe→Tyr SV formation in biotherapeutic production were defined by the calculation of critical ratios for meta-Tyr/Phe and ortho-Tyr/Phe to support early prediction of SV probability, and finally, to allow for immediate process controlled Phe→Tyr SV prevention.
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Affiliation(s)
- Oliver Popp
- Pharma Research and Early Development, Cell Culture Research, Roche Innovation Center Penzberg, Nonnenwald 2, 82377 Penzberg, Germany.
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Borisov OV, Alvarez M, Carroll JA, Brown PW. Sequence Variants and Sequence Variant Analysis in Biotherapeutic Proteins. ACS SYMPOSIUM SERIES 2015. [DOI: 10.1021/bk-2015-1201.ch002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Affiliation(s)
- Oleg V. Borisov
- Novavax, Inc., Gaithersburg, Maryland 20878, United States
- Roche Group Member, Genentech, Inc., South San Francisco, California 94080, United States
- Pfizer Worldwide Research & Development, Chesterfield, Missouri 63017, United States
| | - Melissa Alvarez
- Novavax, Inc., Gaithersburg, Maryland 20878, United States
- Roche Group Member, Genentech, Inc., South San Francisco, California 94080, United States
- Pfizer Worldwide Research & Development, Chesterfield, Missouri 63017, United States
| | - James A. Carroll
- Novavax, Inc., Gaithersburg, Maryland 20878, United States
- Roche Group Member, Genentech, Inc., South San Francisco, California 94080, United States
- Pfizer Worldwide Research & Development, Chesterfield, Missouri 63017, United States
| | - Paul W. Brown
- Novavax, Inc., Gaithersburg, Maryland 20878, United States
- Roche Group Member, Genentech, Inc., South San Francisco, California 94080, United States
- Pfizer Worldwide Research & Development, Chesterfield, Missouri 63017, United States
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38
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Mammalian cell-produced therapeutic proteins: heterogeneity derived from protein degradation. Curr Opin Biotechnol 2014; 30:198-204. [DOI: 10.1016/j.copbio.2014.07.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Revised: 07/22/2014] [Accepted: 07/27/2014] [Indexed: 12/24/2022]
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39
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Liu H, Ponniah G, Zhang HM, Nowak C, Neill A, Gonzalez-Lopez N, Patel R, Cheng G, Kita AZ, Andrien B. In vitro and in vivo modifications of recombinant and human IgG antibodies. MAbs 2014; 6:1145-54. [PMID: 25517300 DOI: 10.4161/mabs.29883] [Citation(s) in RCA: 125] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Tremendous knowledge has been gained in the understanding of various modifications of IgG antibodies, driven mainly by the fact that antibodies are one of the most important groups of therapeutic molecules and because of the development of advanced analytical techniques. Recombinant monoclonal antibody (mAb) therapeutics expressed in mammalian cell lines and endogenous IgG molecules secreted by B cells in the human body share some modifications, but each have some unique modifications. Modifications that are common to recombinant mAb and endogenous IgG molecules are considered to pose a lower risk of immunogenicity. On the other hand, modifications that are unique to recombinant mAbs could potentially pose higher risk. The focus of this review is the comparison of frequently observed modifications of recombinant monoclonal antibodies to those of endogenous IgG molecules.
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Affiliation(s)
- Hongcheng Liu
- a Protein Characterization; Alexion Pharmaceuticals Inc .; Cheshire , CT USA
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40
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Moghal A, Mohler K, Ibba M. Mistranslation of the genetic code. FEBS Lett 2014; 588:4305-10. [PMID: 25220850 DOI: 10.1016/j.febslet.2014.08.035] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Revised: 08/28/2014] [Accepted: 08/29/2014] [Indexed: 01/02/2023]
Abstract
During mRNA decoding at the ribosome, deviations from stringent codon identity, or "mistranslation," are generally deleterious and infrequent. Observations of organisms that decode some codons ambiguously, and the discovery of a compensatory increase in mistranslation frequency to combat environmental stress have changed the way we view "errors" in decoding. Modern tools for the study of the frequency and phenotypic effects of mistranslation can provide quantitative and sensitive measurements of decoding errors that were previously inaccessible. Mistranslation with non-protein amino acids, in particular, is an enticing prospect for new drug therapies and the study of molecular evolution.
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Affiliation(s)
- Adil Moghal
- Ohio State Biochemistry Program, The Ohio State University, Columbus, OH 43210-1292, USA; Department of Microbiology, The Ohio State University, Columbus, OH 43210-1292, USA
| | - Kyle Mohler
- Department of Microbiology, The Ohio State University, Columbus, OH 43210-1292, USA; Center for RNA Biology, The Ohio State University, Columbus, OH 43210-1292, USA
| | - Michael Ibba
- Ohio State Biochemistry Program, The Ohio State University, Columbus, OH 43210-1292, USA; Department of Microbiology, The Ohio State University, Columbus, OH 43210-1292, USA; Center for RNA Biology, The Ohio State University, Columbus, OH 43210-1292, USA.
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41
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Harris RP, Kilby PM. Amino acid misincorporation in recombinant biopharmaceutical products. Curr Opin Biotechnol 2014; 30:45-50. [PMID: 24922333 DOI: 10.1016/j.copbio.2014.05.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Accepted: 05/16/2014] [Indexed: 11/28/2022]
Abstract
Microbial and mammalian host systems have been used extensively for the production of protein biotherapeutics. Generally these systems rely on the production of a specific gene sequence encoding one therapeutic product. Analysis of these protein products over many years has proven that this was not always the case, with multiple species of the intended product being produced due to amino acid misincorporation or mistranslation during biosynthesis of the protein. This review is the first to give a comprehensive overview of the occurrence and analysis of these misincorporations. Furthermore, using the latest data on misincorporation in native human proteins we explore potential considerations for producing a specification for misincorporation for the development of a human biotherapeutic protein product in a production environment.
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Affiliation(s)
- Robert P Harris
- Syngenta, Jealott's Hill International Research Centre, Bracknell, Berks RG42 6EY, UK.
| | - Peter M Kilby
- Syngenta, Jealott's Hill International Research Centre, Bracknell, Berks RG42 6EY, UK
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42
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Rouiller Y, Périlleux A, Vesin MN, Stettler M, Jordan M, Broly H. Modulation of mAb quality attributes using microliter scale fed-batch cultures. Biotechnol Prog 2014; 30:571-83. [DOI: 10.1002/btpr.1921] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Revised: 04/23/2014] [Indexed: 01/16/2023]
Affiliation(s)
- Yolande Rouiller
- Biotech Process Sciences, Merck Serono SA; Route de Fenil 25, ZI B 1804 Corsier-sur-Vevey Switzerland
| | - Arnaud Périlleux
- Biotech Process Sciences, Merck Serono SA; Route de Fenil 25, ZI B 1804 Corsier-sur-Vevey Switzerland
| | - Marie-Noëlle Vesin
- Biotech Process Sciences, Merck Serono SA; Route de Fenil 25, ZI B 1804 Corsier-sur-Vevey Switzerland
| | - Matthieu Stettler
- Biotech Process Sciences, Merck Serono SA; Route de Fenil 25, ZI B 1804 Corsier-sur-Vevey Switzerland
| | - Martin Jordan
- Biotech Process Sciences, Merck Serono SA; Route de Fenil 25, ZI B 1804 Corsier-sur-Vevey Switzerland
| | - Hervé Broly
- Biotech Process Sciences, Merck Serono SA; Route de Fenil 25, ZI B 1804 Corsier-sur-Vevey Switzerland
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43
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Fomina-Yadlin D, Gosink JJ, McCoy R, Follstad B, Morris A, Russell CB, McGrew JT. Cellular responses to individual amino-acid depletion in antibody-expressing and parental CHO cell lines. Biotechnol Bioeng 2013; 111:965-79. [DOI: 10.1002/bit.25155] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Revised: 10/10/2013] [Accepted: 11/12/2013] [Indexed: 02/06/2023]
Affiliation(s)
| | - John J. Gosink
- Molecular Sciences & Computational Biology; Seattle Washington
| | - Rebecca McCoy
- Cell Sciences & Technology; Amgen, Inc.; Seattle Washington 98119
| | - Brian Follstad
- Cell Sciences & Technology; Amgen, Inc.; Seattle Washington 98119
| | - Arvia Morris
- Cell Sciences & Technology; Amgen, Inc.; Seattle Washington 98119
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44
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Zhang Z, Shah B, Bondarenko PV. G/U and Certain Wobble Position Mismatches as Possible Main Causes of Amino Acid Misincorporations. Biochemistry 2013; 52:8165-76. [DOI: 10.1021/bi401002c] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Zhongqi Zhang
- Process and Product Development, Amgen Inc., Thousand
Oaks, California 91320, United States
| | - Bhavana Shah
- Process and Product Development, Amgen Inc., Thousand
Oaks, California 91320, United States
| | - Pavel V. Bondarenko
- Process and Product Development, Amgen Inc., Thousand
Oaks, California 91320, United States
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45
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Read EK, Bradley SA, Smitka TA, Agarabi CD, Lute SC, Brorson KA. Fermentanomics informed amino acid supplementation of an antibody producing mammalian cell culture. Biotechnol Prog 2013; 29:745-53. [PMID: 23606649 DOI: 10.1002/btpr.1728] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Revised: 03/07/2013] [Indexed: 01/23/2023]
Abstract
Fermentanomics, or a global understanding of a culture state on the molecular level empowered by advanced techniques like NMR, was employed to show that a model hybridoma culture supplied with glutamine and glucose depletes aspartate, cysteine, methionine, tryptophan, and tyrosine during antibody production. Supplementation with these amino acids prevents depletion and improves culture performance. Furthermore, no significant changes were observed in the distribution of glycans attached to the IgG3 in cultures supplemented with specific amino acids, arguing that this strategy can be implemented without fear of impact on important product quality attributes. In summary, a targeted strategy of quantifying media components and designing a supplementation strategy can improve bioprocess cell cultures when enpowered by fermentanomics tools.
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Affiliation(s)
- Erik K Read
- Div. of Monoclonal Antibodies, CDER, FDA, Silver Spring, MD, USA
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46
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Feeney L, Carvalhal V, Yu XC, Chan B, Michels DA, Wang YJ, Shen A, Ressl J, Dusel B, Laird MW. Eliminating tyrosine sequence variants in CHO cell lines producing recombinant monoclonal antibodies. Biotechnol Bioeng 2013; 110:1087-97. [PMID: 23108857 DOI: 10.1002/bit.24759] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2012] [Accepted: 10/08/2012] [Indexed: 12/21/2022]
Abstract
Amino acid sequence variants are defined as unintended amino acid sequence changes that contribute to product variation with potential impact to product safety, immunogenicity, and efficacy. Therefore, it is important to understand the propensity for sequence variant (SV) formation during the production of recombinant proteins for therapeutic use. During the development of clinical therapeutic products, several monoclonal antibodies (mAbs) produced from Chinese Hamster Ovary (CHO) cells exhibited SVs at low levels (≤3%) in multiple locations throughout the mAbs. In these examples, the cell culture process depleted tyrosine, and the tyrosine residues in the recombinant mAbs were replaced with phenylalanine or histidine. In this work, it is demonstrated that tyrosine supplementation eliminated the tyrosine SVs, while early tyrosine starvation significantly increased the SV level in all mAbs tested. Additionally, it was determined that phenylalanine is the amino acid preferentially misincorporated in the absence of tyrosine over histidine, with no other amino acid misincorporated in the absence of tyrosine, phenylalanine, and histidine. The data support that the tyrosine SVs are due to mistranslation and not DNA mutation, most likely due to tRNA(Tyr) mischarging due to the structural similarities between tyrosine and phenylalanine.
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Affiliation(s)
- Lauren Feeney
- Department of Late Stage Cell Culture, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080-4990, USA
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47
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Gramer MJ. Product Quality Considerations for Mammalian Cell Culture Process Development and Manufacturing. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2013; 139:123-66. [DOI: 10.1007/10_2013_214] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Beck A, Wagner-Rousset E, Ayoub D, Van Dorsselaer A, Sanglier-Cianférani S. Characterization of Therapeutic Antibodies and Related Products. Anal Chem 2012; 85:715-36. [DOI: 10.1021/ac3032355] [Citation(s) in RCA: 445] [Impact Index Per Article: 34.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Alain Beck
- Centre d’Immunologie Pierre Fabre (CIPF), 5 Av. Napoléon III, BP 60497, 74164 Saint-Julien-en-Genevois,
France
| | - Elsa Wagner-Rousset
- Centre d’Immunologie Pierre Fabre (CIPF), 5 Av. Napoléon III, BP 60497, 74164 Saint-Julien-en-Genevois,
France
| | - Daniel Ayoub
- Centre d’Immunologie Pierre Fabre (CIPF), 5 Av. Napoléon III, BP 60497, 74164 Saint-Julien-en-Genevois,
France
| | - Alain Van Dorsselaer
- Laboratoire de Spectrométrie
de Masse BioOrganique (LSMBO), Université de Strasbourg, IPHC, 25 rue Becquerel 67087, Strasbourg, France and CNRS, UMR7178, 67037 Strasbourg, France
| | - Sarah Sanglier-Cianférani
- Laboratoire de Spectrométrie
de Masse BioOrganique (LSMBO), Université de Strasbourg, IPHC, 25 rue Becquerel 67087, Strasbourg, France and CNRS, UMR7178, 67037 Strasbourg, France
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Zhang T, Huang Y, Chamberlain S, Romeo T, Zhu-Shimoni J, Hewitt D, Zhu M, Katta V, Mauger B, Kao YH. Identification of a single base-pair mutation of TAA (Stop codon) → GAA (Glu) that causes light chain extension in a CHO cell derived IgG1. MAbs 2012; 4:694-700. [PMID: 23018810 PMCID: PMC3502236 DOI: 10.4161/mabs.22232] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
We describe here the identification of a stop codon TAA (Stop) → GAA (Glu) = Stop221E mutation on the light chain of a recombinant IgG1 antibody expressed in a Chinese hamster ovary (CHO) cell line. The extended light chain variants, which were caused by translation beyond the mutated stop codon to the next alternative in-frame stop codon, were observed by mass spectra analysis. The abnormal peptide peaks present in tryptic and chymotryptic LC–MS peptide mapping were confirmed by N-terminal sequencing as C-terminal light chain extension peptides. Furthermore, LC-MS/MS of Glu-C peptide mapping confirmed the stop221E mutation, which is consistent with a single base-pair mutation in TAA (stop codon) to GAA (Glu). The light chain variants were approximately 13.6% of wild type light chain as estimated by RP-HPLC analysis. DNA sequencing techniques determined a single base pair stop codon mutation, instead of a stop codon read-through, as the cause of this light chain extension. To our knowledge, the stop codon mutation has not been reported for IgGs expressed in CHO cells. These results demonstrate orthogonal techniques should be implemented to characterize recombinant proteins and select appropriate cell lines for production of therapeutic proteins because modifications could occur at unexpected locations.
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Affiliation(s)
- Taylor Zhang
- Protein Analytical Chemistry, Genentech, South San Francisco, CA, USA.
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50
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Characterization and identification of alanine to serine sequence variants in an IgG4 monoclonal antibody produced in mammalian cell lines. J Chromatogr B Analyt Technol Biomed Life Sci 2012; 908:1-8. [PMID: 23122394 DOI: 10.1016/j.jchromb.2012.09.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2012] [Revised: 09/04/2012] [Accepted: 09/13/2012] [Indexed: 12/17/2022]
Abstract
Low levels of alanine to serine sequence variants were identified in an IgG4 monoclonal antibody by ultra/high performance liquid chromatography and tandem mass spectrometry. The levels of the identified sequence variants A183S and A152S, both in the light chain, have been determined to be 7.8-9.9% and 0.5-0.6%, by extracted ion currents of the tryptic peptides L16 and L14, respectively. The A183S variant was confirmed through tryptic map spiking experiments using synthetic peptide, SDYEK, which incorporated Ser at the position of native Ala in the tryptic peptide L16. Both mutations were also observed by endoproteinase Asp-N peptide mapping. The variant level of A183S was also quantified by LC-UV with detection at 280nm and fluorescence detection of tyrosine residues on the tryptic peptides. The results from LC-MS, UV, and fluorescence detection are in close agreement with each other. The levels of the sequence variants are comparable among the antibody samples manufactured at different scales as well as locations, indicating that the variants' levels are not affected by manufacture scale or locations. DNA sequencing of the master cell bank revealed the presence of mixed bases at position 183 encoding both wild and mutated populations, whereas bases encoding the minor sequence variant at position 152 were not detected. The root cause for A152S mutation is not yet clearly understood at this moment.
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