1
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Meng X, Liu D, Cao M, Wang W, Wang Y. Potentially causal association between immunoglobulin G N-glycans and cardiometabolic diseases: Bidirectional two-sample Mendelian randomization study. Int J Biol Macromol 2024; 279:135125. [PMID: 39208880 DOI: 10.1016/j.ijbiomac.2024.135125] [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: 05/14/2024] [Revised: 08/26/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND Observational studies support that altered immunoglobulin G (IgG) N-glycosylation and inflammatory factors are associated with cardiometabolic diseases (CMDs); nevertheless, the causality between them remains unclear. METHODS Two-sample Mendelian randomization (MR) analyses were conducted to systematically investigate the bidirectional causality between IgG N-glycans and nine CMDs in both East Asians and Europeans. RESULTS In the forward MR analysis, the univariable MR analysis presented suggestive causality of 14 and eight genetically instrumented IgG N-glycans with CMDs in East Asians and Europeans, respectively; the multivariable MR analysis showed that ten and 11 pairs of glycan-CMD associations were identified in East Asian and European populations, respectively. In the reverse MR analysis, based on East Asians and Europeans, the univariable MR analysis presented suggestive causality of seven and 12 genetically instrumented CMDs with IgG N-glycans, respectively; the multivariable MR analysis presented that six and five CMD-glycan causality were found in East Asian and Europeans, respectively. CONCLUSIONS The comprehensive MR analyses provide suggestive evidence of bidirectional causality between IgG N-glycans and CMDs. This work helps to understand the molecular mechanism of the occurrence/progression of CMDs, optimize existing and develop new strategies to prevent CMDs, and contribute to the early identification of high-risk groups of CMDs.
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Affiliation(s)
- Xiaoni Meng
- Department of Clinical Epidemiology, Beijing Institute of Respiratory Medicine and Beijing Chao-Yang Hospital, Capital Medical University, Beijing 100020, China; Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China
| | - Di Liu
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Meiling Cao
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China
| | - Wei Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; Centre for Precision Health, Edith Cowan University, Perth, WA 6027, Australia
| | - Youxin Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing 100069, China; School of Public Health, North China University of Science and Technology, Tangshan 063210, China.
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2
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Yan Y, Xing T, Huang X, Peng W, Wang S, Li N. Affinity-Resolved Size Exclusion Chromatography Coupled to Mass Spectrometry: A Novel Tool to Study the Attribute-and-Function Relationship in Therapeutic Monoclonal Antibodies. Anal Chem 2024; 96:11716-11724. [PMID: 38986034 PMCID: PMC11270518 DOI: 10.1021/acs.analchem.4c00660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 06/27/2024] [Accepted: 07/01/2024] [Indexed: 07/12/2024]
Abstract
Assessment of critical quality attributes (CQAs) is an important aspect during the development of therapeutic monoclonal antibodies (mAbs). Attributes that affect either the target binding or Fc receptor engagement may have direct impacts on the drug safety and efficacy and thus are considered as CQAs. Native size exclusion chromatography (SEC)-based competitive binding assay has recently been reported and demonstrated significant benefits compared to conventional approaches for CQA identification, owing to its faster turn-around and higher multiplexity. Expanding on the similar concept, we report the development of a novel affinity-resolved size exclusion chromatography-mass spectrometry (AR-SEC-MS) method for rapid CQA evaluation in therapeutic mAbs. This method features wide applicability, fast turn-around, high multiplexity, and easy implementation. Using the well-studied Fc gamma receptor III-A (FcγRIIIa) and Fc interaction as a model system, the effectiveness of this method in studying the attribute-and-function relationship was demonstrated. Further, two case studies were detailed to showcase the application of this method in assessing CQAs related to antibody target binding, which included unusual N-linked glycosylation in a bispecific antibody and Met oxidation in a monospecific antibody, both occurring within the complementarity-determining regions (CDRs).
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Affiliation(s)
- Yuetian Yan
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - Tao Xing
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - Xiaoxiao Huang
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - Wenjing Peng
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - Shunhai Wang
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - Ning Li
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
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3
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Ortiz de Landazuri I, Oliver-Caldés A, Español-Rego M, Agulló C, Contreras MT, Zabaleta A, Puig N, Cabañas V, González-Calle V, Zugasti I, Inogés S, Rodríguez Otero P, Martin-Antonio B, Reguera JL, López-Diaz de Cerio A, Aróstegui JI, Uribe-Herranz M, Benítez-Ribas D, Rodríguez-Lobato LG, González EA, Tovar N, Charry P, Navarro S, Rosiñol L, Tréboles K, Mora G, Yagüe J, Moraleda JM, Urbano-Ispizua Á, Mateos MV, Pascal M, Paiva B, Juan M, Fernández de Larrea C. Serum mass spectrometry for treatment monitoring in patients with multiple myeloma receiving ARI0002h CAR T-cells. Br J Haematol 2024. [PMID: 38894496 DOI: 10.1111/bjh.19589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024]
Abstract
Chimeric antigen receptor (CAR) T-cell therapies have increased the patients with relapsed/refractory multiple myeloma (RRMM) in whom standard electrophoretic techniques fail to detect the M-protein. Quantitative immunoprecipitation mass spectrometry (QIP-MS) can accurately measure serum M-protein with high sensitivity, and identify interferences caused by therapeutic monoclonal antibodies. Here, we investigate the outcome of QIP-MS in 33 patients treated with the academic BCMA-directed CAR T-cell ARI0002h (Cesnicabtagene Autoleucel). QIP-MS offered more detailed insights than serum immunofixation (sIFE), identifying glycosylated M-proteins and minor additional peaks. Moreover, the potential interferences owing to daratumumab or tocilizumab treatments were successfully detected. When analysing different assay platforms during patient's monitoring after ARI0002h administration, we observed that QIP-MS showed a high global concordance (78.8%) with sIFE, whereas it was only moderate (55.6%) with bone marrow (BM)-based next-generation flow cytometry (NGF). Furthermore, QIP-MS consistently demonstrated the lowest negativity rate across the different timepoints (27.3% vs. 60.0% in months 1 and 12, respectively). Patients with QIP-MS(+)/BM-based NGF(-) showed a non-significant shorter median progression free survival than those with QIP-MS(-)/BM-based NGF(-). In summary, we show the first experience to our knowledge demonstrating that QIP-MS could be particularly useful as a non-invasive technique when evaluating response after CAR T-cell treatment in MM.
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Affiliation(s)
- Iñaki Ortiz de Landazuri
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Aina Oliver-Caldés
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
- Hospital Universitari Son Espases, Palma de Mallorca, Spain
| | - Marta Español-Rego
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Cristina Agulló
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Instituto Universitario de Biología Molecular y Celular del Cáncer (USAL-CSIC), CIBERONC, Salamanca, Spain
| | - María Teresa Contreras
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Instituto Universitario de Biología Molecular y Celular del Cáncer (USAL-CSIC), CIBERONC, Salamanca, Spain
| | - Aintzane Zabaleta
- Cancer Center Clínica Universidad de Navarra, Centro de Investigación Médica Aplicada (CIMA), IDISNA, CIBERONC, Pamplona, Spain
| | - Noemí Puig
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Instituto Universitario de Biología Molecular y Celular del Cáncer (USAL-CSIC), CIBERONC, Salamanca, Spain
| | - Valentín Cabañas
- Hospital Clínico Universitario Virgen de la Arrixaca, Instituto Murciano de Investigación Biosanitaria (IMIB-Pascual Parrilla), Universidad de Murcia, Murcia, Spain
| | - Verónica González-Calle
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Instituto Universitario de Biología Molecular y Celular del Cáncer (USAL-CSIC), CIBERONC, Salamanca, Spain
| | - Inés Zugasti
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Susana Inogés
- Cancer Center Clínica Universidad de Navarra, Centro de Investigación Médica Aplicada (CIMA), IDISNA, CIBERONC, Pamplona, Spain
| | - Paula Rodríguez Otero
- Cancer Center Clínica Universidad de Navarra, Centro de Investigación Médica Aplicada (CIMA), IDISNA, CIBERONC, Pamplona, Spain
| | | | - Juan Luis Reguera
- Hospital Universitario Virgen del Rocío, Instituto de Biomedicina de Sevilla (IBIS/CSIC/CIBERONC), Universidad de Sevilla, Sevilla, Spain
| | - Ascensión López-Diaz de Cerio
- Cancer Center Clínica Universidad de Navarra, Centro de Investigación Médica Aplicada (CIMA), IDISNA, CIBERONC, Pamplona, Spain
| | - Juan Ignacio Aróstegui
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Mireia Uribe-Herranz
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Daniel Benítez-Ribas
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Luis Gerardo Rodríguez-Lobato
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Europa Azucena González
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Natalia Tovar
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Paola Charry
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Sergio Navarro
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Laura Rosiñol
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Karen Tréboles
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Génesis Mora
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Jordi Yagüe
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - José María Moraleda
- Hospital Clínico Universitario Virgen de la Arrixaca, Instituto Murciano de Investigación Biosanitaria (IMIB-Pascual Parrilla), Universidad de Murcia, Murcia, Spain
| | - Álvaro Urbano-Ispizua
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - María Victoria Mateos
- Hospital Universitario de Salamanca, Instituto de Investigación Biomédica de Salamanca (IBSAL), Instituto Universitario de Biología Molecular y Celular del Cáncer (USAL-CSIC), CIBERONC, Salamanca, Spain
| | - Mariona Pascal
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Bruno Paiva
- Cancer Center Clínica Universidad de Navarra, Centro de Investigación Médica Aplicada (CIMA), IDISNA, CIBERONC, Pamplona, Spain
| | - Manel Juan
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Carlos Fernández de Larrea
- Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
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4
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Xu X, Delves PJ, Huang J, Shao W, Qiu X. Comparison of Non B-Ig and B-Ig. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1445:73-88. [PMID: 38967751 DOI: 10.1007/978-981-97-0511-5_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/06/2024]
Abstract
Immunoglobulin (Ig) has been widely acknowledged to be produced solely by B-lineage cells. However, growing evidence has demonstrated the expression of Ig in an array of cancer cells, as well as normal cells including epithelial cells, epidermal cells, mesangial cells, monocytes, and neutrophils. Ig has even been found to be expressed in non-B cells at immune-privileged sites such as neurons and spermatogenic cells. Despite these non-B cell-derived Igs (non-B-Igs) sharing the same symmetric structures with conventional Igs (B-Igs), further studies have revealed unique characteristics of non-B-Ig, such as restricted variable region and aberrant glycosylation. Moreover, non-B-Ig exhibits properties of promoting malignant behaviours of cancer cells, therefore it could be utilised in the clinic as a potential therapeutic biomarker or target. The elucidation of the generation and regulation of non-B-Ig will certainly broaden our understanding of immunology.
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Affiliation(s)
- Xiaojun Xu
- Department of Immunology, School of Basic Medical Sciences, Peking University, Beijing, China.
| | - Peter J Delves
- Division of Infection and Immunity, Department of Immunology, UCL (University College London), London, UK
| | - Jing Huang
- Department of Immunology, School of Basic Medical Sciences, Peking University, Beijing, China
| | - Wenwei Shao
- Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China
| | - Xiaoyan Qiu
- Department of Immunology, School of Basic Medical Sciences, Peking University, Beijing, China
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5
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Shi RL, Dillon MA, Compton PD, Sawyer WS, Thorup JR, Kwong M, Chan P, Chiu CPC, Li R, Yadav R, Lee GY, Gober JG, Li Z, ElSohly AM, Ovacik AM, Koerber JT, Spiess C, Josephs JL, Tran JC. High-Throughput Analyses of Therapeutic Antibodies Using High-Field Asymmetric Waveform Ion Mobility Spectrometry Combined with SampleStream and Intact Protein Mass Spectrometry. Anal Chem 2023; 95:17263-17272. [PMID: 37956201 DOI: 10.1021/acs.analchem.3c03158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Intact protein mass spectrometry (MS) coupled with liquid chromatography was applied to characterize the pharmacokinetics and stability profiles of therapeutic proteins. However, limitations from chromatography, including throughput and carryover, result in challenges with handling large sample numbers. Here, we combined intact protein MS with multiple front-end separations, including affinity capture, SampleStream, and high-field asymmetric waveform ion mobility spectrometry (FAIMS), to perform high-throughput and specific mass measurements of a multivalent antibody with one antigen-binding fragment (Fab) fused to an immunoglobulin G1 (IgG1) antibody. Generic affinity capture ensures the retention of both intact species 1Fab-IgG1 and the tentative degradation product IgG1. Subsequently, the analytes were directly loaded into SampleStream, where each injection occurs within ∼30 s. By separating ions prior to MS detection, FAIMS further offered improvement in signal-overnoise by ∼30% for denatured protein MS via employing compensation voltages that were optimized for different antibody species. When enhanced FAIMS transmission of 1Fab-IgG1 was employed, a qualified assay was established for spiked-in serum samples between 0.1 and 25 μg/mL, resulting in ∼10% accuracy bias and precision coefficient of variation. Selective FAIMS transmission of IgG1 as the degradation surrogate product enabled more sensitive detection of clipped species for intact 1Fab-IgG1 at 5 μg/mL in serum, generating an assay to measure 1Fab-IgG1 truncation between 2.5 and 50% with accuracy and precision below 20% bias and coefficient of variation. Our results revealed that the SampleStream-FAIMS-MS platform affords high throughput, selectivity, and sensitivity for characterizing therapeutic antibodies from complex biomatrices qualitatively and quantitatively.
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Affiliation(s)
- Rachel Liuqing Shi
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Michael A Dillon
- Department of Antibody Engineering, Genentech, Inc., South San Francisco, California 94080, United States
| | - Philip D Compton
- Integrated Protein Technologies, Evanston, Illinois 60201, United States
| | - William S Sawyer
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - John R Thorup
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Mandy Kwong
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Pamela Chan
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - Cecilia P C Chiu
- Department of Antibody Engineering, Genentech, Inc., South San Francisco, California 94080, United States
| | - Ran Li
- Department of Preclinical and Translational Pharmacokinetics and Pharmacodynamics, Genentech Inc., South San Francisco, California 94080, United States
| | - Rajbharan Yadav
- Department of Preclinical and Translational Pharmacokinetics and Pharmacodynamics, Genentech Inc., South San Francisco, California 94080, United States
| | - Genee Y Lee
- Department of Molecular Oncology, Genentech Inc., South San Francisco, California 94080, United States
| | - Joshua G Gober
- Department of Protein Chemistry, Genentech Inc., South San Francisco, California 94080, United States
| | - Zhiyu Li
- The DMPK Service Department, WuXi AppTec Inc., Shanghai 200131, China
| | - Adel M ElSohly
- Department of Protein Chemistry, Genentech Inc., South San Francisco, California 94080, United States
| | - Ayse Meric Ovacik
- Department of Preclinical and Translational Pharmacokinetics and Pharmacodynamics, Genentech Inc., South San Francisco, California 94080, United States
| | - James T Koerber
- Department of Antibody Engineering, Genentech, Inc., South San Francisco, California 94080, United States
| | - Christoph Spiess
- Department of Antibody Engineering, Genentech, Inc., South San Francisco, California 94080, United States
| | - Jonathan L Josephs
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
| | - John C Tran
- Department of Biochemical and Cellular Pharmacology, Genentech, Inc., South San Francisco, California 94080, United States
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6
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Sun Z, Huang M, Sokolowska I, Cao R, Chang K, Hu P, Mo J. Impact of Trisulfide on the Structure and Function of Different Antibody Constructs. J Pharm Sci 2023; 112:2637-2643. [PMID: 37595748 DOI: 10.1016/j.xphs.2023.08.010] [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: 05/11/2023] [Revised: 08/11/2023] [Accepted: 08/11/2023] [Indexed: 08/20/2023]
Abstract
Trisulfide is a post-translational modification (PTM) commonly found in recombinant antibodies. It has been demonstrated that trisulfide had no impact on the bioactivity of mono-specific antibodies (MsAbs). However, the impact of trisulfide on multi-specific antibodies has not been evaluated. In this study, two mass spectrometric methods were developed for comprehensive trisulfide characterization. The non-reduced peptide mapping method combined with the unique electron activated dissociation (EAD) provided signature fragments for confident trisulfide identification as well as trisulfide quantitation at individual sites. A higher throughput method using Fab mass analysis was also developed and qualified to support routine monitoring of trisulfide during process development. Fab mass analysis features simpler sample preparation and shorter analysis time but provides comparable results to the non-reduced peptide mapping method. In this study, a bi-specific (BsAb) and a tri-specific antibody (TsAb) were compared side-by-side with a MsAb to evaluate the impact of trisulfide on the structure and function of multi-specific antibodies. Results indicated that trisulfide dominantly formed at similar locations across different antibody constructs and had no impact on the size heterogeneity, charge heterogeneity, or bioactivities of any assessed antibodies. Together with the in vitro stability under heat stress (25 °C and 40 °C for up to four weeks) and rapid conversion from trisulfide to disulfide during in vivo circulation, trisulfide could be categorized as a non-critical quality attribute (non-CQA) for antibody products.
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Affiliation(s)
- Zhiyuan Sun
- Analytical Development, Discovery, Product Development & Supply, Janssen Research & Development, LLC, Malvern, PA 19355, USA
| | - Maggie Huang
- Analytical Development, Discovery, Product Development & Supply, Janssen Research & Development, LLC, Malvern, PA 19355, USA
| | - Izabela Sokolowska
- Analytical Development, Discovery, Product Development & Supply, Janssen Research & Development, LLC, Malvern, PA 19355, USA
| | - Rui Cao
- Analytical Development, Discovery, Product Development & Supply, Janssen Research & Development, LLC, Malvern, PA 19355, USA
| | - Kern Chang
- Analytical Development, Discovery, Product Development & Supply, Janssen Research & Development, LLC, Malvern, PA 19355, USA
| | - Ping Hu
- Analytical Development, Discovery, Product Development & Supply, Janssen Research & Development, LLC, Malvern, PA 19355, USA.
| | - Jingjie Mo
- Analytical Development, Discovery, Product Development & Supply, Janssen Research & Development, LLC, Malvern, PA 19355, USA.
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7
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Bhattacharya S, Rathore AS. A novel filter-assisted protein precipitation (FAPP) based sample pre-treatment method for LC-MS peptide mapping for biosimilar characterization. J Pharm Biomed Anal 2023; 234:115527. [PMID: 37364451 DOI: 10.1016/j.jpba.2023.115527] [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: 03/02/2023] [Revised: 06/06/2023] [Accepted: 06/11/2023] [Indexed: 06/28/2023]
Abstract
Establishing analytical and functional comparability serves as the foundation of biosimilar development. A critical part of this exercise is sequence similarity search and categorization of post-translational modifications (PTMs), often by peptide mapping using liquid chromatography-mass spectrometry (LC-MS). When performing bottom-up proteomic sample preparation, efficient digestion of the protein and extraction of peptides for subsequent mass spectrometric analysis can be a challenge. Conventional sample preparation strategies face the risk of allowing interference of chemicals which are essential for extraction but are likely to interfere with digestion, resulting in complex chromatographic profiles due to semi-cleavages, insufficient peptide cleavages, and other unwanted reactions. Further, peptide cleanup through commonly used immobilized C-18 pipette tips can cause significant peptide loss as well as variability in individual peptide yields, thereby causing artifacts of various product-related modifications. In this study, we proposed a simple enzymatic digestion technique by incorporating different molecular weight filters and protein precipitation, with the objective to minimize interference of denaturing, reducing, and alkylating agents throughout overnight digestion. As a result, the need for peptide cleanup is significantly reduced and results in higher peptide yield. The proposed FAPP approach outperformed the conventional method across multiple metrics including, 30% more peptides, 8.19% more fully digested peptides, 14% higher sequence coverage rate, and 11.82% more site-specific alterations. Quantitative and qualitative repeatability of the proposed approach have been demonstrated. It can be concluded that the filter-assisted protein precipitation (FAPP) protocol proposed in this study offers an effective substitute for the traditional approach.
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Affiliation(s)
| | - Anurag S Rathore
- Chemical Engineering Department, Indian Institute of Technology Delhi, India.
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8
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Shin A, Connolly S, Kabytaev K. Protein glycation in diabetes mellitus. Adv Clin Chem 2023; 113:101-156. [PMID: 36858645 DOI: 10.1016/bs.acc.2022.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Diabetes mellitus is the ninth leading cause of mortality worldwide. It is a complex disease that manifests as chronic hyperglycemia. Glucose exposure causes biochemical changes at the proteome level as reflected in accumulation of glycated proteins. A prominent example is hemoglobin A1c (HbA1c), a glycated protein widely accepted as a diabetic indicator. Another emerging biomarker is glycated albumin which has demonstrated utility in situations where HbA1c cannot be used. Other proteins undergo glycation as well thus impacting cellular function, transport and immune response. Accordingly, these glycated counterparts may serve as predictors for diabetic complications and thus warrant further inquiry. Fortunately, modern proteomics has provided unique analytic capability to enable improved and more comprehensive exploration of glycating agents and glycated proteins. This review broadly covers topics from epidemiology of diabetes to modern analytical tools such as mass spectrometry to facilitate a better understanding of diabetes pathophysiology. This serves as an attempt to connect clinically relevant questions with findings of recent proteomic studies to suggest future avenues of diabetes research.
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Affiliation(s)
- Aleks Shin
- Department of Pathology & Anatomical Sciences, School of Medicine, University of Missouri, Columbia, MO, United States
| | - Shawn Connolly
- Department of Pathology & Anatomical Sciences, School of Medicine, University of Missouri, Columbia, MO, United States
| | - Kuanysh Kabytaev
- Department of Pathology & Anatomical Sciences, School of Medicine, University of Missouri, Columbia, MO, United States.
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9
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Meng X, Wang F, Gao X, Wang B, Xu X, Wang Y, Wang W, Zeng Q. Association of IgG N-glycomics with prevalent and incident type 2 diabetes mellitus from the paradigm of predictive, preventive, and personalized medicine standpoint. EPMA J 2023; 14:1-20. [PMID: 36866157 PMCID: PMC9971369 DOI: 10.1007/s13167-022-00311-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 12/12/2022] [Indexed: 12/25/2022]
Abstract
Objectives Type 2 diabetes mellitus (T2DM), a major metabolic disorder, is expanding at a rapidly rising worldwide prevalence and has emerged as one of the most common chronic diseases. Suboptimal health status (SHS) is considered a reversible intermediate state between health and diagnosable disease. We hypothesized that the time frame between the onset of SHS and the clinical manifestation of T2DM is the operational area for the application of reliable risk assessment tools, such as immunoglobulin G (IgG) N-glycans. From the viewpoint of predictive, preventive, and personalized medicine (PPPM/3PM), the early detection of SHS and dynamic monitoring by glycan biomarkers could provide a window of opportunity for targeted prevention and personalized treatment of T2DM. Methods Case-control and nested case-control studies were performed and consisted of 138 and 308 participants, respectively. The IgG N-glycan profiles of all plasma samples were detected by an ultra-performance liquid chromatography instrument. Results After adjustment for confounders, 22, five, and three IgG N-glycan traits were significantly associated with T2DM in the case-control setting, baseline SHS, and baseline optimal health participants from the nested case-control setting, respectively. Adding the IgG N-glycans to the clinical trait models, the average area under the receiver operating characteristic curves (AUCs) of the combined models based on repeated 400 times fivefold cross-validation differentiating T2DM from healthy individuals were 0.807 in the case-control setting and 0.563, 0.645, and 0.604 in the pooled samples, baseline SHS, and baseline optimal health samples of nested case-control setting, respectively, which presented moderate discriminative ability and were generally better than models with either glycans or clinical features alone. Conclusions This study comprehensively illustrated that the observed altered IgG N-glycosylation, i.e., decreased galactosylation and fucosylation/sialylation without bisecting GlcNAc, as well as increased galactosylation and fucosylation/sialylation with bisecting GlcNAc, reflects a pro-inflammatory state of T2DM. SHS is an important window period of early intervention for individuals at risk for T2DM; glycomic biosignatures as dynamic biomarkers have the ability to identify populations at risk for T2DM early, and the combination of evidence could provide suggestive ideas and valuable insight for the PPPM of T2DM. Supplementary information The online version contains supplementary material available at 10.1007/s13167-022-00311-3.
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Affiliation(s)
- Xiaoni Meng
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, 10 Youanmen, Fengtai District, Beijing, 100069 China
| | - Fei Wang
- Health Management Institute, Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese People’s Liberation Army General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853 China
| | - Xiangyang Gao
- Health Management Institute, Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese People’s Liberation Army General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853 China
| | - Biyan Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, 10 Youanmen, Fengtai District, Beijing, 100069 China
| | - Xizhu Xu
- School of Public Health, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, 250117 China
| | - Youxin Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, 10 Youanmen, Fengtai District, Beijing, 100069 China
| | - Wei Wang
- Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, 10 Youanmen, Fengtai District, Beijing, 100069 China
- School of Public Health, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, 250117 China
- Centre for Precision Health, Edith Cowan University, 270 Joondalup Drive, Joondalup, Perth, WA 6027 Australia
| | - Qiang Zeng
- Health Management Institute, Second Medical Center & National Clinical Research Center for Geriatric Diseases, Chinese People’s Liberation Army General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853 China
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10
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Brücksken KA, Loreto Palacio P, Hanschmann EM. Thiol Modifications in the Extracellular Space—Key Proteins in Inflammation and Viral Infection. Front Immunol 2022; 13:932525. [PMID: 35833136 PMCID: PMC9271835 DOI: 10.3389/fimmu.2022.932525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 05/23/2022] [Indexed: 11/13/2022] Open
Abstract
Posttranslational modifications (PTMs) allow to control molecular and cellular functions in response to specific signals and changes in the microenvironment of cells. They regulate structure, localization, stability, and function of proteins in a spatial and temporal manner. Among them, specific thiol modifications of cysteine (Cys) residues facilitate rapid signal transduction. In fact, Cys is unique because it contains the highly reactive thiol group that can undergo different reversible and irreversible modifications. Upon inflammation and changes in the cellular microenvironment, many extracellular soluble and membrane proteins undergo thiol modifications, particularly dithiol–disulfide exchange, S-glutathionylation, and S-nitrosylation. Among others, these thiol switches are essential for inflammatory signaling, regulation of gene expression, cytokine release, immunoglobulin function and isoform variation, and antigen presentation. Interestingly, also the redox state of bacterial and viral proteins depends on host cell-mediated redox reactions that are critical for invasion and infection. Here, we highlight mechanistic thiol switches in inflammatory pathways and infections including cholera, diphtheria, hepatitis, human immunodeficiency virus (HIV), influenza, and coronavirus disease 2019 (COVID-19).
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11
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Coghlan J, Benet A, Kumaran P, Ford M, Veale L, Skilton SJ, Saveliev S, Schwendeman AA. Streamlining the Characterization of Disulfide Bond Shuffling and Protein Degradation in IgG1 Biopharmaceuticals Under Native and Stressed Conditions. Front Bioeng Biotechnol 2022; 10:862456. [PMID: 35360407 PMCID: PMC8963993 DOI: 10.3389/fbioe.2022.862456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 02/16/2022] [Indexed: 11/23/2022] Open
Abstract
Post translational modifications (PTMs) have been shown to negatively impact protein efficacy and safety by altering its native conformation, stability, target binding and/or pharmacokinetics. One PTM in particular, shuffled disulfide bonds, has been linked to decreased potency and increased immunogenicity of protein therapeutics. In an effort to gain more insights into the effects of shuffled disulfide bonds on protein therapeutics' safety and efficacy, we designed and further optimized a semi-automated LC-MS/MS method for disulfide bond characterization on two IgG1 protein therapeutics-rituximab and bevacizumab. We also compared originator vs. biosimilar versions of the two therapeutics to determine if there were notable variations in the disulfide shuffling and overall degradation between originator and biosimilar drug products. From our resulting data, we noticed differences in how the two proteins degraded. Bevacizumab had a general upward trend in shuffled disulfide bond levels over the course of a 4-week incubation (0.58 ± 0.08% to 1.46 ± 1.10% for originator) whereas rituximab maintained similar levels throughout the incubation (0.24 ± 0.21% to 0.51 ± 0.11% for originator). When we measured degradation by SEC and SDS-PAGE, we observed trends that correlated with the LC-MS/MS data. Across all methods, we observed that the originator and biosimilar drugs performed similarly. The results from this study will help provide groundwork for comparative disulfide shuffling analysis by LC-MS/MS and standard analytical methodology implementation for the development and regulatory approval of biosimilars.
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Affiliation(s)
- Jill Coghlan
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor, MI, United States
| | - Alexander Benet
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor, MI, United States
| | - Preethi Kumaran
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor, MI, United States
| | | | | | | | | | - Anna A. Schwendeman
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Michigan, Ann Arbor, MI, United States
- Biointerfaces Institute, Ann Arbor, MI, United States
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12
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Zhang Z, Yan Y, Wang S, Li N. A competitive binding-mass spectrometry strategy for high-throughput evaluation of potential critical quality attributes of therapeutic monoclonal antibodies. MAbs 2022; 14:2133674. [PMID: 36224723 PMCID: PMC9559042 DOI: 10.1080/19420862.2022.2133674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Therapeutic monoclonal antibodies (mAbs) have a propensity to host a large number of chemical and enzymatical modifications that need to be properly assessed for their potential impact on target binding. Traditional strategies of assessing the criticality of these attributes often involve a laborious and low-throughput variant enrichment step prior to binding affinity measurement. Here, we developed a novel competitive binding-based enrichment strategy followed by mass spectrometry analysis (namely, competitive binding-MS) to achieve high-throughput evaluation of potential critical quality attributes in therapeutic mAbs. Leveraging the differences in target binding capability under competitive binding conditions, the criticality of multiple mAb attributes can be simultaneously evaluated by quantitative mass spectrometry analysis. The utility of this new workflow was demonstrated in three mAb case studies, where different post-translational modifications occurring within the complementarity-determining regions were successfully interrogated for their impact on antigen binding. As this workflow does not require prior enrichment (e.g., by forced degradation or liquid chromatography fractionation) of the variants, it is particularly valuable during the mAb candidate developability assessment, where fast turn-around time is highly desired to assist candidate selection. Abbreviations: ACN: acetonitrile; ADCC: antibody-dependent cell-mediated cytotoxicity; AEX: anion exchange chromatography; bsAb: bispecific antibody; CDC: complement-dependent cytotoxicity; CDR: complementarity-determining region; CML: carboxymethylation; CQA: critical quality attribute; DDA: data-dependent acquisition; DMSO: dimethyl sulfoxide; DTT: dithiothreitol; FA: formic acid; Fab: Fragment antigen-binding; FcRn: neonatal Fc receptor; HC: heavy chain; HIC: hydrophobic interaction chromatography; IAA: iodoacetamide; IEX: ion exchange chromatography; LC: light chain; mAb monoclonal antibody; msAb: monospecific antibody; MS: mass spectrometry; PBS: phosphate-buffered saline; pI: isoelectric point; PTM: post-translational modification; SCX: strong cation exchange chromatography; SEC: size exclusion chromatography; SPR: surface plasmon resonance; XIC: extracted ion chromatography.
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Affiliation(s)
- Zhengqi Zhang
- Analytical Chemistry Group, Regeneron Pharmaceuticals, Inc, Tarrytown, NY, USA
| | - Yuetian Yan
- Analytical Chemistry Group, Regeneron Pharmaceuticals, Inc, Tarrytown, NY, USA
| | - Shunhai Wang
- Analytical Chemistry Group, Regeneron Pharmaceuticals, Inc, Tarrytown, NY, USA
| | - Ning Li
- Analytical Chemistry Group, Regeneron Pharmaceuticals, Inc, Tarrytown, NY, USA
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13
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Progress and challenges in mass spectrometry-based analysis of antibody repertoires. Trends Biotechnol 2021; 40:463-481. [PMID: 34535228 DOI: 10.1016/j.tibtech.2021.08.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 08/16/2021] [Accepted: 08/17/2021] [Indexed: 12/22/2022]
Abstract
Humoral immunity is divided into the cellular B cell and protein-level antibody responses. High-throughput sequencing has advanced our understanding of both these fundamental aspects of B cell immunology as well as aspects pertaining to vaccine and therapeutics biotechnology. Although the protein-level serum and mucosal antibody repertoire make major contributions to humoral protection, the sequence composition and dynamics of antibody repertoires remain underexplored. This limits insight into important immunological and biotechnological parameters such as the number of antigen-specific antibodies, which are for example, relevant for pathogen neutralization, microbiota regulation, severity of autoimmunity, and therapeutic efficacy. High-resolution mass spectrometry (MS) has allowed initial insights into the antibody repertoire. We outline current challenges in MS-based sequence analysis of antibody repertoires and propose strategies for their resolution.
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14
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Kellie JF, Tran JC, Jian W, Jones B, Mehl JT, Ge Y, Henion J, Bateman KP. Intact Protein Mass Spectrometry for Therapeutic Protein Quantitation, Pharmacokinetics, and Biotransformation in Preclinical and Clinical Studies: An Industry Perspective. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:1886-1900. [PMID: 32869982 DOI: 10.1021/jasms.0c00270] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Recent advancements in immunocapture methods and mass spectrometer technology have enabled intact protein mass spectrometry to be applied for the characterization of antibodies and other large biotherapeutics from in-life studies. Protein molecules have not been traditionally studied by intact mass or screened for catabolites in the same manner as small molecules, but the landscape has changed. Researchers have presented methods that can be applied to the drug discovery and development stages, and others are exploring the possibilities of the new approaches. However, a wide variety of options for assay development exists without clear recommendation on best practice, and data processing workflows may have limitations depending on the vendor. In this perspective, we share experiences and recommendations for current and future application of mass spectrometry for biotherapeutic molecule monitoring from preclinical and clinical studies.
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Affiliation(s)
- John F Kellie
- Bioanalysis, Immunogenicity & Biomarkers, GlaxoSmithKline, Collegeville, Pennsylvania 19426, United States
| | - John C Tran
- Biochemical & Cellular Pharmacology, Genentech Inc., South San Francisco, California 94080, United States
| | - Wenying Jian
- DMPK, Janssen Research & Development, Johnson & Johnson, Spring House, Pennsylvania 19477, United States
| | - Barry Jones
- Q Squared Solutions, 19 Brown Road, Ithaca, New York 14850, United States
| | - John T Mehl
- Bioanalytical Research, Bristol-Myers Squibb, Princeton, New Jersey 08648, United States
| | - Ying Ge
- Department of Cell and Regenerative Biology, Department of Chemistry, Human Proteomics Program, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Jack Henion
- Advion, Inc., 61 Brown Road, Ithaca, New York 14850, United States
| | - Kevin P Bateman
- PPDM, Merck & Co., Inc., West Point, Pennsylvania 19486, United States
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15
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Rouby G, Tran NT, Leblanc Y, Taverna M, Bihoreau N. Investigation of monoclonal antibody dimers in a final formulated drug by separation techniques coupled to native mass spectrometry. MAbs 2021; 12:e1781743. [PMID: 32633190 PMCID: PMC7531515 DOI: 10.1080/19420862.2020.1781743] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Therapeutic monoclonal antibodies (mAbs) are highly complex proteins that must be exhaustively characterized according to the regulatory authorities' recommendations. MAbs display micro-heterogeneity mainly due to their post-translational modifications, but also to their susceptibility to chemical and physical degradations. Among these degradations, aggregation is quite frequent, initiated by protein denaturation and then dimer formation. Here, we investigated the nature and structure of the high molecular weight species (HMW) present at less than 1% in an unstressed formulated roledumab biopharmaceutical, as a model of high purity mAb. HMW species were first purified through preparative size-exclusion chromatography (SEC) and then analyzed by a combination of chromatographic methods (ion-exchange chromatography (IEX), SEC) coupled to native mass spectrometry (MS), as well as sodium dodecyl sulfate–polyacrylamide gel electrophoresis and capillary gel electrophoresis under non-reducing conditions. Both covalently and non-covalently bound dimers were identified at a proportion of 50/50. In-depth characterization of the HMW fraction by SEC and IEX hyphenated to native MS revealed the presence of three mAb dimer forms having the same mass, but differing by their charge and size. They were attributed to different compact and elongated dimers. Finally, high-resolution middle-up approaches using different enzymes (IdeS and IgdE) were performed to determine the mAb domains implicated in the dimerization. Our results revealed that the roledumab dimers were associated mainly by a single Fab-to-Fab arm-bound association.
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Affiliation(s)
- G Rouby
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay , 92296, Châtenay-Malabry, France.,Analytical Department, LFB , Courtaboeuf (Les Ulis), France
| | - N T Tran
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay , 92296, Châtenay-Malabry, France
| | - Y Leblanc
- Analytical Department, LFB , Courtaboeuf (Les Ulis), France
| | - M Taverna
- Université Paris-Saclay, CNRS, Institut Galien Paris-Saclay , 92296, Châtenay-Malabry, France.,Institut Universitaire de France , Paris, France
| | - N Bihoreau
- Analytical Department, LFB , Courtaboeuf (Les Ulis), France
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16
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Sae-Foo W, Krittanai S, Juengsanguanpornsuk W, Yusakul G, Kitisripanya T, Sakamoto S, Putalun W. Enzyme-linked immunosorbent assay using fragment antigen-binding (Fab) antibody for determination of deoxymiroestrol, a potent phytoestrogen from Pueraria candollei. FOOD AGR IMMUNOL 2021. [DOI: 10.1080/09540105.2021.1946486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Affiliation(s)
- Worapol Sae-Foo
- Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | - Supaluk Krittanai
- Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen, Thailand
| | | | - Gorawit Yusakul
- School of Pharmacy, Walailak University, Nakhon Si Thammarat, Thailand
| | - Tharita Kitisripanya
- Department of Pharmacognosy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Seiichi Sakamoto
- Department of Pharmacognosy, Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan
| | - Waraporn Putalun
- Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen, Thailand
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17
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Bansal R, Jha SK, Jha NK. Size-based Degradation of Therapeutic Proteins - Mechanisms, Modelling and Control. Biomol Concepts 2021; 12:68-84. [PMID: 34146465 DOI: 10.1515/bmc-2021-0008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 05/07/2021] [Indexed: 02/02/2023] Open
Abstract
Protein therapeutics are in great demand due to their effectiveness towards hard-to-treat diseases. Despite their high demand, these bio-therapeutics are very susceptible to degradation via aggregation, fragmentation, oxidation, and reduction, all of which are very likely to affect the quality and efficacy of the product. Mechanisms and modelling of these degradation (aggregation and fragmentation) pathways is critical for gaining a deeper understanding of stability of these products. This review aims to provide a summary of major developments that have occurred towards unravelling the mechanisms of size-based protein degradation (particularly aggregation and fragmentation), modelling of these size-based degradation pathways, and their control. Major caveats that remain in our understanding and control of size-based protein degradation have also been presented and discussed.
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Affiliation(s)
- Rohit Bansal
- Department of Biotechnology, School of Engineering & Technology (SET), Sharda University, Greater Noida, Uttar Pradesh, India
| | - Saurabh Kumar Jha
- Department of Biotechnology, School of Engineering & Technology (SET), Sharda University, Greater Noida, Uttar Pradesh, India
| | - Niraj Kumar Jha
- Department of Biotechnology, School of Engineering & Technology (SET), Sharda University, Greater Noida, Uttar Pradesh, India
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18
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Dutta D, Rahman S, Bhattacharje G, Bag S, Sing BC, Chatterjee J, Basak A, Das AK. Label-Free Method Development for Hydroxyproline PTM Mapping in Human Plasma Proteome. Protein J 2021; 40:741-755. [PMID: 33840009 DOI: 10.1007/s10930-021-09984-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2021] [Indexed: 11/29/2022]
Abstract
Post-translational modifications (PTMs) impart structural heterogeneities that can alter plasma proteins' functions in various pathophysiological processes. However, the identification and mapping of PTMs in untargeted plasma proteomics is still a challenge due to the presence of diverse components in blood. Here, we report a label-free method for identifying and mapping hydroxylated proteins using tandem mass spectrometry (MS/MS) in the human plasma sample. Our untargeted proteomics approach led us to identify 676 de novo sequenced peptides in human plasma that correspond to 201 proteins, out of which 11 plasma proteins were found to be hydroxylated. Among these hydroxylated proteins, Immunoglobulin A1 (IgA1) heavy chain was found to be modified at residue 285 (Pro285 to Hyp285), which was further validated by MS/MS study. Molecular dynamics (MD) simulation analysis demonstrated that this proline hydroxylation in IgA1 caused both local and global structural changes. Overall, this study provides a comprehensive understanding of the protein profile containing Hyp PTMs in human plasma and shows the future perspective of identifying and discriminating Hyp PTM in the normal and the diseased proteomes.
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Affiliation(s)
- Debabrata Dutta
- Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India.,Advanced Technology Development Centre, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
| | - Shakilur Rahman
- Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
| | - Gourab Bhattacharje
- Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
| | - Swarnendu Bag
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
| | - Bidhan Chandra Sing
- Central Research Facility, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
| | - Jyotirmoy Chatterjee
- School of Medical Science and Technology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
| | - Amit Basak
- Department of Chemistry, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India.,School of Bioscience, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
| | - Amit Kumar Das
- Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India. .,School of Bioscience, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India.
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19
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Hirschberg D, Ekman B, Wahlberg J, Landberg E. Altered immunoglobulin G glycosylation in patients with isolated hyperprolactinaemia. PLoS One 2021; 16:e0247805. [PMID: 33635916 PMCID: PMC7909626 DOI: 10.1371/journal.pone.0247805] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 02/14/2021] [Indexed: 12/13/2022] Open
Abstract
Prolactin is a peptide hormone produced in the anterior pituitary, which increase in several physiological and pathological situations. It is unclear if hyperprolactinaemia may affect glycosylation of immunoglobulin G (IgG). Twenty-five patients with hyperprolactinemia and 22 healthy control subjects were included in the study. The groups had similar age and gender distribution. A panel of hormonal and haematological analyses, creatinine, glucose, liver enzymes and immunoglobulins were measured by routine clinical methods. IgG was purified from serum by Protein G Sepharose. Sialic acid was released from IgG by use of neuraminidase followed by quantification on high performance anion-exchange chromatography with pulsed amperometric detection. Tryptic glycopeptides of IgG was analysed by matrix-assisted laser desorption/ionization-time of flight mass spectrometry. Hormone and immunoglobulin levels were similar in the two groups, except for IgA and prolactin. Significantly higher IgG1 and IgG2/3 galactosylation was found in the patient group with hyperprolactinaemia compared to controls. (A significant correlation between prolactin and IgG2/3 galactosylation (Rs 0.61, p<0.001) was found for samples with prolactin values below 2000 mIU/L. The relative amount of sialylated and bisecting glycans on IgG did not differ between patients and controls. The four macroprolactinaemic patients showed decreased relative amount of bisecting IgG2/3 glycans. Hyperprolactinaemia was found to be associated with increased galactosylation of IgG1and IgG2/3. This may have impact on IgG interactions with Fc-receptors, complement and lectins, and consequently lead to an altered immune response.
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Affiliation(s)
| | - Bertil Ekman
- Department of Endocrinology in Linköping, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Jeanette Wahlberg
- Department of Endocrinology in Linköping, and Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Eva Landberg
- Department of Clinical Chemistry, and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- * E-mail:
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20
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Shi RL, Xiao G, Dillon TM, McAuley A, Ricci MS, Bondarenko PV. Identification of critical chemical modifications by size exclusion chromatography of stressed antibody-target complexes with competitive binding. MAbs 2021; 13:1887612. [PMID: 33616001 PMCID: PMC7899689 DOI: 10.1080/19420862.2021.1887612] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Chemical modifications (attributes) in the binding regions of stressed therapeutic proteins may affect binding to target and efficacy of therapeutic proteins. The method presented here describes the criticality assessment of therapeutic antibody modifications by size-exclusion chromatography (SEC) of competitive binding between a stressed antibody and its target, human epidermal growth factor receptor-2 (HER2), followed by SEC fractionation and peptide mapping characterization of bound and unbound antibodies. When stressed antibody and its target were mixed at a stoichiometric molar ratio of 1:2, only antibody-receptor complex eluted from SEC, indicating that binding was not decreased to break the complex. When a smaller amount of the receptor was provided (1:1), the antibody species with modifications reducing binding eluted as unbound from SEC, while the antibody-receptor complex eluted as the bound fraction. Peptide mapping revealed ratios of modifications between unbound and bound fractions. Statistical analysis after triplicate measurements (n = 3) indicated that heavy chain (HC) D102 isomerization and light chain (LC) N30 deamidation were four-fold higher in unbound fraction with high statistical significance. Although HC N55 deamidation and M107 oxidation were also abundant, they were not statistically different between unbound and bound. Our findings agree with previously published potency measurements of collected CEX fractions and the crystal structure of antibody and HER2. Overall, competitive SEC of stressed antibody-receptor mixture followed by peptide mapping is a useful tool in revealing critical residues and modifications involved in the antibody-target binding, even if they elute as a complex from SEC when mixed at 1:2 stoichiometric ratio.
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Affiliation(s)
- Rachel Liuqing Shi
- Attribute Sciences, Process Development, Amgen Inc , Thousand Oaks, CA, USA
| | - Gang Xiao
- Attribute Sciences, Process Development, Amgen Inc , Thousand Oaks, CA, USA
| | - Thomas M Dillon
- Attribute Sciences, Process Development, Amgen Inc , Thousand Oaks, CA, USA
| | - Arnold McAuley
- Drug Product Technologies, Process Development, Amgen Inc , Thousand Oaks, CA, USA
| | - Margaret S Ricci
- Attribute Sciences, Process Development, Amgen Inc , Thousand Oaks, CA, USA.,Drug Product Technologies, Process Development, Amgen Inc , Thousand Oaks, CA, USA
| | - Pavel V Bondarenko
- Attribute Sciences, Process Development, Amgen Inc , Thousand Oaks, CA, USA
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21
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Mimura Y, Saldova R, Mimura-Kimura Y, Rudd PM, Jefferis R. Micro-Heterogeneity of Antibody Molecules. EXPERIENTIA SUPPLEMENTUM (2012) 2021; 112:1-26. [PMID: 34687006 DOI: 10.1007/978-3-030-76912-3_1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Therapeutic monoclonal antibodies (mAbs) are mostly of the IgG class and constitute highly efficacious biopharmaceuticals for a wide range of clinical indications. Full-length IgG mAbs are large proteins that are subject to multiple posttranslational modifications (PTMs) during biosynthesis, purification, or storage, resulting in micro-heterogeneity. The production of recombinant mAbs in nonhuman cell lines may result in loss of structural fidelity and the generation of variants having altered stability, biological activities, and/or immunogenic potential. Additionally, even fully human therapeutic mAbs are of unique specificity, by design, and, consequently, of unique structure; therefore, structural elements may be recognized as non-self by individuals within an outbred human population to provoke an anti-therapeutic/anti-drug antibody (ATA/ADA) response. Consequently, regulatory authorities require that the structure of a potential mAb drug product is comprehensively characterized employing state-of-the-art orthogonal analytical technologies; the PTM profile may define a set of critical quality attributes (CQAs) for the drug product that must be maintained, employing quality by design parameters, throughout the lifetime of the drug. Glycosylation of IgG-Fc, at Asn297 on each heavy chain, is an established CQA since its presence and fine structure can have a profound impact on efficacy and safety. The glycoform profile of serum-derived IgG is highly heterogeneous while mAbs produced in mammalian cells in vitro is less heterogeneous and can be "orchestrated" depending on the cell line employed and the culture conditions adopted. Thus, the gross structure and PTM profile of a given mAb, established for the drug substance gaining regulatory approval, have to be maintained for the lifespan of the drug. This review outlines our current understanding of common PTMs detected in mAbs and endogenous IgG and the relationship between a variant's structural attribute and its impact on clinical performance.
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Affiliation(s)
- Yusuke Mimura
- Department of Clinical Research, National Hospital Organization Yamaguchi Ube Medical Center, Ube, Japan.
| | - Radka Saldova
- NIBRT GlycoScience Group, National Institute for Bioprocessing Research and Training, Mount Merrion, Blackrock, Co Dublin, Ireland
- UCD School of Medicine, College of Health and Agricultural Science, University College Dublin, Belfield, Dublin 4, Ireland
| | - Yuka Mimura-Kimura
- Department of Clinical Research, National Hospital Organization Yamaguchi Ube Medical Center, Ube, Japan
| | - Pauline M Rudd
- NIBRT GlycoScience Group, National Institute for Bioprocessing Research and Training, Mount Merrion, Blackrock, Co Dublin, Ireland
- Bioprocessing Technology Institute, Singapore, Singapore
| | - Roy Jefferis
- Institute of Immunology and Immunotherapy, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, UK
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22
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Gao X, Wang W, Tesar D, Wei B, Eschelbach J, Kelley RF, Jiang G. An Approach to Bioactivity Assessment for Critical Quality Attribute Identification Based on Antibody-Antigen Complex Structure. J Pharm Sci 2020; 110:1652-1660. [PMID: 33383056 DOI: 10.1016/j.xphs.2020.12.027] [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: 08/20/2020] [Revised: 11/06/2020] [Accepted: 12/21/2020] [Indexed: 11/25/2022]
Abstract
Identification of critical quality attributes (CQAs) is an important step for development of biopharmaceuticals with intended performance. An accurate CQA assessment is needed to ensure product quality and focusing on development efforts where control is needed. The assignment of criticality is based on safety and efficacy. Efficacy is related to PK and bioactivity. Here, we developed a novel approach based on antibody-antigen complex structure and modeling as a complementary method for bioactivity assessment. To validate this approach, common product related quality attributes and mutagenesis data from several IgGs were assessed using available antibody-antigen complex structures, and results were compared with experimental data from bioactivity or binding affinity measurements. A stepwise evaluation scheme for structural based analysis is proposed; based on systematic assessment following the scheme, good correlation has been observed between structural analysis and experimental data. This demonstrates that such an approach can be applied as a complementary tool for bioactivity assessment. Main applications are 1) To decouple multiple attributes to achieve amino acid resolution for bioactivity assessment, 2) To assess bioactivity of attributes that cannot be experimentally generated, 3) To provide molecular mechanism for experimental observation and understand structure function relationship. Examples are provided to illustrate these applications.
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Affiliation(s)
- Xuan Gao
- Analytical Development and Quality Control, Genentech, South San Francisco, CA.
| | - Weiru Wang
- Structural Biology, Genentech, South San Francisco, CA
| | - Devin Tesar
- Drug Delivery, Genentech, South San Francisco, CA
| | - Bingchuan Wei
- Small Molecule Analytical Chemistry, Genentech, South San Francisco, CA
| | - John Eschelbach
- Protein Analytical Chemistry, Genentech, South San Francisco, CA
| | | | - Guoying Jiang
- Analytical Development and Quality Control, Genentech, South San Francisco, CA.
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23
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Zhuo Y, Keire DA, Chen K. Minor N-Glycan Mapping of Monoclonal Antibody Therapeutics Using Middle-Down NMR Spectroscopy. Mol Pharm 2020; 18:441-450. [PMID: 33305950 DOI: 10.1021/acs.molpharmaceut.0c01083] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The N-glycosylation pattern of Asn-297 may have impacts on monoclonal antibody (mAb) drug plasma clearance, antibody-dependent cell mediated cytotoxicity (ADCC), and complement-dependent cytotoxicity (CDC). Notably, the changes in the relative abundance of certain minor glycans, like the afucosylation, high-mannose, or galactosylation are known to change mAb properties and functions. Here, a middle-down NMR spectroscopy based analytical procedure was applied to assess the composition and structure of glycans on adalimumab and trastuzumab without glycan cleavage from the mAbs. The anomeric 2D 1H-13C spectra showed distinct patterns that could be used to profile and differentiate mAb glycan compositions. Specifically, the anomeric C1/H1 resonances from N-acetylglucosamine (GlcNAc2 and -5) and mannose (Man4) were identified as characteristic peaks for key glycan anomeric linkages and branching states. They were also utilized for measuring the relative abundance of minor glycans of total afucosylation (aFuc%), high mannose (HM%), and branch specific galactosylation (Gal1-3% and Gal1-6%). The obtained total aFuc% value of 11-12% was similar between the two mAbs; however, trastuzumab had significantly lower level of high mannose and a higher level of galactosylation than adalimumab. Overall, the 2D-NMR measurements provided functionally relevant mAb glycan composition and structure information. The method was deemed fit-for-purpose for assessment of these mAb quality attributes and involved fewer chemical preparation steps than the classical approaches that cleave glycans prior to making measurements.
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Affiliation(s)
- You Zhuo
- Division of Complex Drug Analysis, Office of Testing and Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland 20993, United States
| | - David A Keire
- Office of Testing and Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, St. Louis, Missouri 63110, United States
| | - Kang Chen
- Division of Complex Drug Analysis, Office of Testing and Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland 20993, United States
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24
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N-glycosylation profiling of serum immunoglobulin in opisthorchiasis patients. J Proteomics 2020; 230:103980. [PMID: 32927111 DOI: 10.1016/j.jprot.2020.103980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 08/21/2020] [Accepted: 09/08/2020] [Indexed: 11/23/2022]
Abstract
Alteration of immunoglobulin glycosylation correlates with inflammatory diseases and infectious diseases including parasitic infections. Immunoglobulin glycosylation patterns may be implicated in disease development and have also been proposed as diagnostic tools for several diseases. Previous studies have reported the immunoglobulin profiles in experimental animals and in patients infected with the carcinogenic human liver fluke, Opisthorchis viverrini. However, the N-glycosylation profiles of immunoglobulins and their subclass-specific glycoforms in opisthorchiasis patients have never been elucidated. Here, N-glycosylation patterns of immunoglobulins and their subclass-specific glycoforms in sera of O. viverrini-infected patients were investigated using triple quadrupole mass spectrometry coupled with multiple reaction monitoring. Peptide fragmentation was utilized to quantify the immunoglobulin glycoforms normalized to the unique peptide of each subclass. Overall, serum levels of IgG and IgA in O. viverrini patients were significantly increased compared to uninfected controls. Twenty-seven glycoforms were detected based on analysis of detached glycans in all immunoglobulin subclasses. The abundance of immunoglobulin glycopeptides in serum of opisthorchiasis patients deviated significantly from controls. Immunoglobulin glycosylation patterns were associated with both pro- and anti-inflammatory properties. In conclusion, O. viverrini infection alters the serum immunoglobulin glycosylation profile and these changes could distinguish between O. viverrini-infected individuals and healthy controls. SIGNIFICANCE: We demonstrated that both quantities and glycoforms of serum immunoglobulin subclasses were altered in Opisthorchis viverrini-infected individuals as investigated by the QqQ-MS-MRM method. Patterns of immunoglobulin with a specific glycoform might contribute to immune responses to O. viverrini infection.
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25
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Wei B, Jia W, Yang Y, Jazayri M, Fulchiron D, Jeong J, Cai Q, Li C, Briggs J, Ninonuevo M, Liu H, Liu Z, Zhang YT. Development of a rapid reversed-phase liquid chromatographic method for total free thiol quantitation in protein therapeutics. J Pharm Biomed Anal 2020; 189:113434. [DOI: 10.1016/j.jpba.2020.113434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 06/10/2020] [Accepted: 06/16/2020] [Indexed: 10/24/2022]
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26
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Swieboda D, Littauer EQ, Beaver JT, Mills LK, Bricker KM, Esser ES, Antao OQ, Williams DT, Skountzou I. Pregnancy Downregulates Plasmablast Metabolic Gene Expression Following Influenza Without Altering Long-Term Antibody Function. Front Immunol 2020; 11:1785. [PMID: 32922392 PMCID: PMC7457062 DOI: 10.3389/fimmu.2020.01785] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 07/03/2020] [Indexed: 12/16/2022] Open
Abstract
While the majority of influenza-infected individuals show no or mild symptomatology, pregnant women are at higher risk of complications and infection-associated mortality. Although enhanced lung pathology and dysregulated hormones are thought to underlie adverse pregnancy outcomes following influenza infection, how pregnancy confounds long-term maternal anti-influenza immunity remains to be elucidated. Previously, we linked seasonal influenza infection to clinical observations of adverse pregnancy outcomes, enhanced lung and placental histopathology, and reduced control of viral replication in lungs of infected pregnant mothers. Here, we expand on this work and demonstrate that lower infectious doses of the pandemic A/California/07/2009 influenza virus generated adverse gestational outcomes similar to higher doses of seasonal viruses. Mice infected during pregnancy demonstrated lower hemagglutination inhibition and neutralizing antibody titers than non-pregnant animals until 63 days post infection. These differences in humoral immunity suggest that pregnancy impacts antibody maturation mechanisms without alterations to B cell frequency or antibody secretion. This is further supported by transcriptional analysis of plasmablasts, which demonstrate downregulated B cell metabolism and post-translational modification systems only among pregnant animals. In sum, these findings corroborate a link between adverse pregnancy outcomes and severe pathology observed during pandemic influenza infection. Furthermore, our data propose that pregnancy directly confounds humoral responses following influenza infection which resolves post-partem. Additional studies are required to specify the involvement of plasmablast metabolism with early humoral immunity abnormalities to best guide vaccination strategies and improve our understanding of the immunological consequences of pregnancy.
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Affiliation(s)
- Dominika Swieboda
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
| | - Elizabeth Q Littauer
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
| | - Jacob T Beaver
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
| | - Lisa K Mills
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
| | - Katherine M Bricker
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
| | - E Stein Esser
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
| | - Olivia Q Antao
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
| | - Dahnide T Williams
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
| | - Ioanna Skountzou
- Department of Microbiology and Immunology and Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA, United States
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27
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Singh SS, Heijmans R, Meulen CKE, Lieverse AG, Gornik O, Sijbrands EJG, Lauc G, van Hoek M. Association of the IgG N-glycome with the course of kidney function in type 2 diabetes. BMJ Open Diabetes Res Care 2020; 8:8/1/e001026. [PMID: 32349995 PMCID: PMC7213753 DOI: 10.1136/bmjdrc-2019-001026] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 03/05/2020] [Accepted: 04/06/2020] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION Inflammatory processes are thought to be involved in kidney function decline in individuals with type 2 diabetes. Glycosylation of immunoglobulin G (IgG) is an important post-translation process affecting the inflammatory potential of IgG. We investigated the prospective relationship between IgG N-glycosylation patterns and kidney function in type 2 diabetes. RESEARCH DESIGN AND METHODS In the DiaGene study, an all-lines-of-care case-control study (n=1886) with mean prospective follow-up of 7.0 years, the association between 58 IgG N-glycan profiles and estimated glomerular filtration rate (eGFR) and albumin-to-creatinine ratio (ACR) per year and during total follow-up was analyzed. Models were adjusted for clinical variables and multiple comparisons. RESULTS Eleven traits were significantly associated with eGFR change per year. Bisecting GlcNAc in fucosylated and fucosylated disialylated structures and monosialylation of fucosylated digalactosylated structures were associated with a faster decrease of eGFR. Fucosylation of neutral and monogalactosylated structures was associated with less eGFR decline per year. No significant associations between IgG glycans and ACR were found. CONCLUSIONS In type 2 diabetes, we found IgG N-glycosylation patterns associated with a faster decline of kidney function, reflecting a pro-inflammatory state of IgG. eGFR, but not ACR, was associated with IgG glycans, which suggests these associations may represent renal macroangiopathy rather than microvascular disease.
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Affiliation(s)
- Sunny S Singh
- Internal Medicine, Erasmus MC, Rotterdam, Zuid-Holland, Netherlands
| | - Ralph Heijmans
- Internal Medicine, Erasmus MC, Rotterdam, Zuid-Holland, Netherlands
| | | | - Aloysius G Lieverse
- Internal Medicine, Maxima Medical Centre, Eindhoven, Noord-Brabant, Netherlands
| | - Olga Gornik
- Faculty of Pharmacy and Biochemistry, University of Zagreb, Zagreb, Croatia
| | | | - Gordan Lauc
- Faculty of Pharmacy and Biochemistry, University of Zagreb, Zagreb, Croatia
| | - Mandy van Hoek
- Internal Medicine, Erasmus MC, Rotterdam, Zuid-Holland, Netherlands
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28
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Development of an efficient LC-MS peptide mapping method using accelerated sample preparation for monoclonal antibodies. J Chromatogr B Analyt Technol Biomed Life Sci 2020; 1137:121895. [DOI: 10.1016/j.jchromb.2019.121895] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 07/24/2019] [Accepted: 11/18/2019] [Indexed: 11/30/2022]
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29
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Le Basle Y, Chennell P, Tokhadze N, Astier A, Sautou V. Physicochemical Stability of Monoclonal Antibodies: A Review. J Pharm Sci 2020; 109:169-190. [DOI: 10.1016/j.xphs.2019.08.009] [Citation(s) in RCA: 118] [Impact Index Per Article: 29.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 08/19/2019] [Accepted: 08/19/2019] [Indexed: 01/10/2023]
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30
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Schadt S, Hauri S, Lopes F, Edelmann MR, Staack RF, Villaseñor R, Kettenberger H, Roth AB, Schuler F, Richter WF, Funk C. Are Biotransformation Studies of Therapeutic Proteins Needed? Scientific Considerations and Technical Challenges. Drug Metab Dispos 2019; 47:1443-1456. [DOI: 10.1124/dmd.119.088997] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 10/09/2019] [Indexed: 12/13/2022] Open
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31
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Powers DN, Trunfio N, Velugula-Yellela SR, Angart P, Faustino A, Agarabi C. Multivariate data analysis of growth medium trends affecting antibody glycosylation. Biotechnol Prog 2019; 36:e2903. [PMID: 31487120 PMCID: PMC7027499 DOI: 10.1002/btpr.2903] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 07/02/2019] [Accepted: 09/03/2019] [Indexed: 12/31/2022]
Abstract
Use of multivariate data analysis for the manufacturing of biologics has been increasing due to more widespread use of data-generating process analytical technologies (PAT) promoted by the US FDA. To generate a large dataset on which to apply these principles, we used an in-house model CHO DG44 cell line cultured in automated micro bioreactors alongside PAT with four commercial growth media focusing on antibody quality through N-glycosylation profiles. Using univariate analyses, we determined that different media resulted in diverse amounts of terminal galactosylation, high mannose glycoforms, and aglycosylation. Due to the amount of in-process data generated by PAT instrumentation, multivariate data analysis was necessary to ascertain which variables best modeled our glycan profile findings. Our principal component analysis revealed components that represent the development of glycoforms into terminally galacotosylated forms (G1F and G2F), and another that encompasses maturation out of high mannose glycoforms. The partial least squares model additionally incorporated metabolic values to link these processes to glycan outcomes, especially involving the consumption of glutamine. Overall, these approaches indicated a tradeoff between cellular productivity and product quality in terms of the glycosylation. This work illustrates the use of multivariate analytical approaches that can be applied to complex bioprocessing problems for identifying potential solutions.
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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
| | - 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
| | - Sai R 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
| | - 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
| | - Anneliese Faustino
- 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
| | - 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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32
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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: 1.4] [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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Evans AR, Capaldi MT, Goparaju G, Colter D, Shi FF, Aubert S, Li LC, Mo J, Lewis MJ, Hu P, Alfonso P, Mehndiratta P. Using bispecific antibodies in forced degradation studies to analyze the structure-function relationships of symmetrically and asymmetrically modified antibodies. MAbs 2019; 11:1101-1112. [PMID: 31161859 PMCID: PMC6748611 DOI: 10.1080/19420862.2019.1618675] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Forced degradation experiments of monoclonal antibodies (mAbs) aid in the identification of critical quality attributes (CQAs) by studying the impact of post-translational modifications (PTMs), such as oxidation, deamidation, glycation, and isomerization, on biological functions. Structure-function characterization of mAbs can be used to identify the PTM CQAs and develop appropriate analytical and process controls. However, the interpretation of forced degradation results can be complicated because samples may contain mixtures of asymmetrically and symmetrically modified mAbs with one or two modified chains. We present a process to selectively create symmetrically and asymmetrically modified antibodies for structure-function characterization using the bispecific DuoBody® platform. Parental molecules mAb1 and mAb2 were first stressed with peracetic acid to induce methionine oxidation. Bispecific antibodies were then prepared from a mixture of oxidized or unoxidized parental mAbs by a controlled Fab-arm exchange process. This process was used to systematically prepare four bispecific mAb products: symmetrically unoxidized, symmetrically oxidized, and both combinations of asymmetrically oxidized bispecific mAbs. Results of this study demonstrated chain-independent, 1:2 stoichiometric binding of the mAb Fc region to both FcRn receptor and to Protein A. The approach was also applied to create asymmetrically deamidated mAbs at the asparagine 330 residue. Results of this study support the proposed 1:1 stoichiometric binding relationship between the FcγRIIIa receptor and the mAb Fc. This approach should be generally applicable to study the potential impact of any modification on biological function.
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Affiliation(s)
- Adam R Evans
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Michael T Capaldi
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Geetha Goparaju
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - David Colter
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Frank F Shi
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Sarah Aubert
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Lian-Chao Li
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Jingjie Mo
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Michael J Lewis
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Ping Hu
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Pedro Alfonso
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA
| | - Promod Mehndiratta
- a Discovery and Manufacturing Sciences, Janssen Research and Development, LLC , Malvern , PA , USA.,b Analytical Development, Biologics Research and Development, Celgene Corporation , Summit , NJ , USA
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34
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Application of a label-free and domain-specific free thiol method in monoclonal antibody characterization. J Chromatogr B Analyt Technol Biomed Life Sci 2019; 1114-1115:93-99. [DOI: 10.1016/j.jchromb.2019.03.032] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 03/07/2019] [Accepted: 03/25/2019] [Indexed: 12/17/2022]
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35
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Regl C, Wohlschlager T, Esser-Skala W, Wagner I, Samonig M, Holzmann J, Huber CG. Dilute-and-shoot analysis of therapeutic monoclonal antibody variants in fermentation broth: a method capability study. MAbs 2019; 11:569-582. [PMID: 30668249 PMCID: PMC6512939 DOI: 10.1080/19420862.2018.1563034] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Monoclonal antibodies (mAbs) are widely applied as highly specific and efficient therapeutic agents for various medical conditions, including cancer, inflammatory and autoimmune diseases. As protein production in cellular systems inherently generates a multitude of molecular variants, manufacturing of mAbs requires stringent control in order to ensure safety and efficacy of the drugs. Moreover, monitoring of mAb variants in the course of the fermentation process may allow instant tuning of process parameters to maintain optimal cell culture conditions. Here, we describe a fast and robust workflow for the characterization of mAb variants in fermentation broth. Sample preparation is minimal in that the fermentation broth is shortly centrifuged before dilution and HPLC-MS analysis in a short 15-min gradient run. In a single analysis, N-glycosylation and truncation variants of the expressed mAb are identified at the intact protein level. Simultaneously, absolute quantification of mAb content in fermentation broth is achieved. The whole workflow features excellent robustness as well as retention time and peak area stability. Additional enzymatic removal of N-glycans enables determination of mAb glycation levels, which are subsequently considered in relative N-glycoform quantification to correct for isobaric galactosylation. Several molecular attributes of the expressed therapeutic protein may thus be continuously monitored to ensure the desired product profile. Application of the described workflow in an industrial environment may therefore substantially enhance in-process control in mAb production, as well as targeted biosimilar development.
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Affiliation(s)
- Christof Regl
- a Department of Biosciences, Bioanalytical Research Labs , University of Salzburg , Salzburg , Austria.,b Christian Doppler Laboratory for Innovative Tools for Biosimilar Characterization , University of Salzburg , Salzburg , Austria
| | - Therese Wohlschlager
- a Department of Biosciences, Bioanalytical Research Labs , University of Salzburg , Salzburg , Austria.,b Christian Doppler Laboratory for Innovative Tools for Biosimilar Characterization , University of Salzburg , Salzburg , Austria
| | - Wolfgang Esser-Skala
- a Department of Biosciences, Bioanalytical Research Labs , University of Salzburg , Salzburg , Austria.,b Christian Doppler Laboratory for Innovative Tools for Biosimilar Characterization , University of Salzburg , Salzburg , Austria
| | - Iris Wagner
- a Department of Biosciences, Bioanalytical Research Labs , University of Salzburg , Salzburg , Austria.,b Christian Doppler Laboratory for Innovative Tools for Biosimilar Characterization , University of Salzburg , Salzburg , Austria
| | - Martin Samonig
- a Department of Biosciences, Bioanalytical Research Labs , University of Salzburg , Salzburg , Austria.,b Christian Doppler Laboratory for Innovative Tools for Biosimilar Characterization , University of Salzburg , Salzburg , Austria.,c Thermo Fisher Scientific GmbH , Germering , Germany
| | - Johann Holzmann
- b Christian Doppler Laboratory for Innovative Tools for Biosimilar Characterization , University of Salzburg , Salzburg , Austria.,d Technical Development Biosimilars , Global Drug Development, Novartis, Sandoz GmbH , Kundl , Austria
| | - Christian G Huber
- a Department of Biosciences, Bioanalytical Research Labs , University of Salzburg , Salzburg , Austria.,b Christian Doppler Laboratory for Innovative Tools for Biosimilar Characterization , University of Salzburg , Salzburg , Austria
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Review of approaches and examples for monitoring biotransformation in protein and peptide therapeutics by MS. Bioanalysis 2018; 10:1877-1890. [PMID: 30325207 DOI: 10.4155/bio-2018-0113] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Biotherapeutic drugs have emerged in quantity in pharmaceutical pipelines, and increasingly diverse biomolecules are progressed through preclinical and clinical development. As purification, separation, mass spectrometer detection and data processing capabilities improve, there is opportunity to monitor drug concentration by traditional ligand-binding assay or MS measurement and to monitor metabolism, catabolism or other biomolecular mass variants present in circulation. This review highlights approaches and examples of monitoring biotransformation of biotherapeutics by MS as these techniques are poised to add value to drug development in years to come. The increased use of such approaches, and the successful quantitation of biotherapeutic structural modifications, will provide insightful data for the benefit of both researchers and patients.
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Zhuang Y, Chen D, Sharma A, Xu Z. Risk-Based Comparability Assessment for Monoclonal Antibodies During Drug Development: A Clinical Pharmacology Perspective. AAPS JOURNAL 2018; 20:109. [PMID: 30324224 DOI: 10.1208/s12248-018-0268-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 09/19/2018] [Indexed: 02/06/2023]
Abstract
Due to complexities in the structure, function, and manufacturing process of antibody-based therapeutic proteins, comparability assessment for supporting manufacturing changes can sometimes be a challenging task. Regulatory guidance recommends a hierarchical risk-based approach, starting with Chemistry, Manufacturing, and Controls (CMC) analytical characterizations, followed by non-clinical and/or clinical studies to ensure that any potential changes in quality attributes have no adverse impact on efficacy and safety of the product. This review focuses on the changes in quality attributes which may potentially affect the pharmacokinetics (PK), pharmacodynamics (PD), and immunogenicity of a monoclonal antibody (mAb) product, and provides general guidelines in designing non-clinical and clinical PK/PD studies to help support comparability assessments. A decision tree for comparability assessment is proposed depending on the nature of the changes in quality attributes, the potential impact of such changes, and the timing of the manufacturing change relative to the development process. Ideally, the optimization of manufacturing process should take place in the early stage of drug development (i.e., preclinical to phase 2a) as more stringent comparability criteria would have to be met if manufacturing changes occur in the late stage of drug development (i.e., phase 2b and after), and consequently, major changes in manufacturing process should be avoided during confirmatory phase 3 studies and post-approval of drug products.
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Affiliation(s)
- Yanli Zhuang
- Global Clinical Pharmacology, Janssen Research & Development, LLC, 1400 McKean Road, Spring House, Pennsylvania, 19477, USA
| | - Di Chen
- Statistics and Decision Sciences, Janssen Research & Development, LLC, 1400 McKean Road, Spring House, Pennsylvania, 19477, USA
| | - Amarnath Sharma
- Global Clinical Pharmacology, Janssen Research & Development, LLC, 1400 McKean Road, Spring House, Pennsylvania, 19477, USA
| | - Zhenhua Xu
- Global Clinical Pharmacology, Janssen Research & Development, LLC, 1400 McKean Road, Spring House, Pennsylvania, 19477, USA.
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Peng J, Patil SM, Keire DA, Chen K. Chemical Structure and Composition of Major Glycans Covalently Linked to Therapeutic Monoclonal Antibodies by Middle-Down Nuclear Magnetic Resonance. Anal Chem 2018; 90:11016-11024. [PMID: 30102512 PMCID: PMC7040853 DOI: 10.1021/acs.analchem.8b02637] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Glycosylation of monoclonal antibodies (mAbs) is a critical quality attribute that can impact mAb drug efficacy and safety. The mAb glycans are inherently heterogeneous in chemical structure and composition of monosaccharides. The established fluorescence or mass-spectrometry (MS) detection methods for glycosylation evaluation may require multiple steps of glycan cleavage or extensive digestion of the mAb, chemical labeling of the glycans, column separation and report the chemical identity of glycans indirectly through retention time and molecular weight values. In demonstrating chemical structure similarity and comparability among mAb drugs, orthogonal analytical methods for measuring glycan chemistry are needed to ensure the quality of drug products. Here, a "middle-down" NMR method is developed as a proof-of-concept approach to measure the domain-specific glycosylation of marketed mAb drugs without cleavage of the glycan moieties. Complete glycan 1H/13C chemical shift assignments were obtained at 13C natural abundance from commercial standard glycans that allowed unambiguous determination of the chemical structure, glycosidic linkage position, and anomeric configuration of each monosaccharide in the major N-glycan scaffolds found in mAb molecules. The analysis of glycan anomeric peaks in two-dimensional (2D) 1H-13C NMR spectra yielded metrics for clinically important mAb quality attributes (i.e., galactosylation (Gal%) and fucosylation (Fuc%)), consistent with literature results using a standard glycan-mapping method. Therefore, the middle-down NMR method provided a facile orthogonal measurement for mAb glycosylation characterization with improved chemical information content on glycan structure determination and quantification, compared to standard approaches.
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Affiliation(s)
- Jiangnan Peng
- Division of Pharmaceutical Analysis, U.S. Food and Drug Administration, Silver Spring, Maryland 20993, United States
| | - Sharadrao M. Patil
- Division of Pharmaceutical Analysis, U.S. Food and Drug Administration, Silver Spring, Maryland 20993, United States
| | - David A. Keire
- Office of Testing and Research, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, Maryland 20993, United States
| | - Kang Chen
- Division of Pharmaceutical Analysis, U.S. Food and Drug Administration, Silver Spring, Maryland 20993, United States
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Kahle J, Wätzig H. Determination of protein charge variants with (imaged) capillary isoelectric focusing and capillary zone electrophoresis. Electrophoresis 2018; 39:2492-2511. [DOI: 10.1002/elps.201800079] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2018] [Revised: 04/03/2018] [Accepted: 04/17/2018] [Indexed: 12/20/2022]
Affiliation(s)
- Julia Kahle
- Technische Universität Braunschweig; Institute of Medicinal and Pharmaceutical Chemistry; Braunschweig Germany
| | - Hermann Wätzig
- Technische Universität Braunschweig; Institute of Medicinal and Pharmaceutical Chemistry; Braunschweig Germany
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Rathore D, Faustino A, Schiel J, Pang E, Boyne M, Rogstad S. The role of mass spectrometry in the characterization of biologic protein products. Expert Rev Proteomics 2018; 15:431-449. [DOI: 10.1080/14789450.2018.1469982] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Deepali Rathore
- Division of Pharmaceutical Analysis, Office of Testing and Research, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
- Center for Biomedical Mass Spectrometry Research, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Anneliese Faustino
- Division of Pharmaceutical Analysis, Office of Testing and Research, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - John Schiel
- Biomolecular Measurement Division, National Institute of Standards and Technology, Institute for Bioscience and Biotechnology Research, Rockville, MD, USA
| | - Eric Pang
- Office of Lifecycle Drug Products, Office of Pharmaceutical Quality, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
| | - Michael Boyne
- Division of Pharmaceutical Analysis, Office of Testing and Research, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
- COUR Pharmaceuticals Development Company, Northbrook, IL, USA
| | - Sarah Rogstad
- Division of Pharmaceutical Analysis, Office of Testing and Research, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, Silver Spring, MD, USA
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Islam S, Mir AR, Arfat MY, Khan F, Zaman M, Ali A. Structural and immunological characterization of hydroxyl radical modified human IgG: Clinical correlation in rheumatoid arthritis. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2018; 194:194-201. [PMID: 29351859 DOI: 10.1016/j.saa.2018.01.026] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Revised: 12/28/2017] [Accepted: 01/10/2018] [Indexed: 06/07/2023]
Abstract
Structural alterations in proteins under oxidative stress have been widely implicated in the immuno-pathology of various disorders. This study has evaluated the extent of damage in the conformational characteristics of IgG by hydroxyl radical (OH) and studied its implications in the immuno-pathology of rheumatoid arthritis (RA). Using various biophysical and biochemical techniques, changes in aromatic microenvironment of the IgG and the protein aggregation became evident after treatment with OH. The SDS-PAGE study confirmed the protein aggregation while far ultraviolet circular dichroism spectroscopy (Far-UV CD) and fourier transform infrared spectroscopy (FTIR) inferred towards the alterations in secondary structure of IgG under OH stress. Dynamic light scattering showed that the modification increased the hydrodynamic radius and polydispersity of IgG. The free arginine and lysine content reduced upon modification. OH induced aggregation was confirmed by enhanced thioflavin-T (ThT) fluorescence and red shift in the congo red (CR) absorbance. The study on experimental animals reiterates the earlier findings of enhanced immunogenicity of OH treated IgG (OH-IgG) compared to that of native IgG. OH-IgG strongly interacted with the antibodies derived from the serum of 80 rheumatoid arthritis (RA) patients. The overwhelming and strong tendency of OH-IgG to bind the antibodies derived from the serum of RA patients points towards the modification of IgG under patho-physiological conditions in RA that generate neo-epitopes and eventually cause the generation of auto antibodies that circulate in the patient sera. Further studies on this aspect may possibly lead to the development of a biomarker for RA.
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Affiliation(s)
- Sidra Islam
- Department of Biochemistry, Jawarharlal Nehru Medical College, Faculty of Medicine, Aligarh Muslim University, Aligarh, Uttar Pradesh 202002, India
| | - Abdul Rouf Mir
- Department of Biochemistry, Jawarharlal Nehru Medical College, Faculty of Medicine, Aligarh Muslim University, Aligarh, Uttar Pradesh 202002, India
| | - Mir Yasir Arfat
- Department of Biochemistry, Jawarharlal Nehru Medical College, Faculty of Medicine, Aligarh Muslim University, Aligarh, Uttar Pradesh 202002, India
| | - Farzana Khan
- Department of Biochemistry, Jawarharlal Nehru Medical College, Faculty of Medicine, Aligarh Muslim University, Aligarh, Uttar Pradesh 202002, India
| | - Masihuz Zaman
- Interdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh, Uttar Pradesh 202002, India
| | - Asif Ali
- Department of Biochemistry, Jawarharlal Nehru Medical College, Faculty of Medicine, Aligarh Muslim University, Aligarh, Uttar Pradesh 202002, India
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Chen K, Park J, Li F, Patil SM, Keire DA. Chemometric Methods to Quantify 1D and 2D NMR Spectral Differences Among Similar Protein Therapeutics. AAPS PharmSciTech 2018; 19:1011-1019. [PMID: 29110294 DOI: 10.1208/s12249-017-0911-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 10/18/2017] [Indexed: 11/30/2022] Open
Abstract
NMR spectroscopy is an emerging analytical tool for measuring complex drug product qualities, e.g., protein higher order structure (HOS) or heparin chemical composition. Most drug NMR spectra have been visually analyzed; however, NMR spectra are inherently quantitative and multivariate and thus suitable for chemometric analysis. Therefore, quantitative measurements derived from chemometric comparisons between spectra could be a key step in establishing acceptance criteria for a new generic drug or a new batch after manufacture change. To measure the capability of chemometric methods to differentiate comparator NMR spectra, we calculated inter-spectra difference metrics on 1D/2D spectra of two insulin drugs, Humulin R® and Novolin R®, from different manufacturers. Both insulin drugs have an identical drug substance but differ in formulation. Chemometric methods (i.e., principal component analysis (PCA), 3-way Tucker3 or graph invariant (GI)) were performed to calculate Mahalanobis distance (D M) between the two brands (inter-brand) and distance ratio (D R) among the different lots (intra-brand). The PCA on 1D inter-brand spectral comparison yielded a D M value of 213. In comparing 2D spectra, the Tucker3 analysis yielded the highest differentiability value (D M = 305) in the comparisons made followed by PCA (D M = 255) then the GI method (D M = 40). In conclusion, drug quality comparisons among different lots might benefit from PCA on 1D spectra for rapidly comparing many samples, while higher resolution but more time-consuming 2D-NMR-data-based comparisons using Tucker3 analysis or PCA provide a greater level of assurance for drug structural similarity evaluation between drug brands.
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Lee KH, Lee J, Bae JS, Kim YJ, Kang HA, Kim SH, Lee SJ, Lim KJ, Lee JW, Jung SK, Chang SJ. Analytical similarity assessment of rituximab biosimilar CT-P10 to reference medicinal product. MAbs 2018; 10:380-396. [PMID: 29469653 PMCID: PMC5916562 DOI: 10.1080/19420862.2018.1433976] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
CT-P10 (Truxima™) was recently approved as the world's first rituximab biosimilar product in the European Union (EU) and South Korea. To demonstrate biosimilarity of CT-P10 with the reference medicinal product (RMP), extensive 3-way similarity assessment has been conducted between CT-P10, EU-Rituximab and US-Rituximab, focusing on the physicochemical and biological quality attributes. A multitude of state-of-the-art analyses revealed that CT-P10 has identical primary and higher order structures compared to the original product. Purity/impurity profiles of CT-P10 measured by the levels of aggregates, fragments, non-glycosylated form and process-related impurities were also found to be comparable with those of RMPs. In terms of the post-translational modification, CT-P10 contains slightly less N-terminal pyro-glutamate variant, which has been known not to affect product efficacy or safety. Oligosaccharide profiling has revealed that, although CT-P10 contains the same conserved glycan species and relative proportion with the RMPs, the content of total afucosylated glycan in CT-P10 was slightly higher than in EU- or US-Rituximab. Nevertheless, the effect of the observed level of afucosylation in CT-P10 drug product on Fc receptor binding affinity or antibody-dependent cell-mediated cytotoxicity was found to be negligible based on the spiking study with highly afucosylated sample. Arrays of biological assays representative of known and putative mechanisms of action for rituximab have shown that biological activities of CT-P10 are within the quality range of RMPs. Recent results of clinical studies have further confirmed that the CT-P10 exhibits equivalent clinical efficacy and safety profiles compared to EU- and US-Rituximab. The current 3-way similarity assessment together with clinical study results confidently demonstrate that CT-P10 is highly similar with EU- and US-Rituximab in terms of physicochemical properties, biological activities, efficacy, and safety for its final approval as a biosimilar product.
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Affiliation(s)
- Kyoung Hoon Lee
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Jihun Lee
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Jin Soo Bae
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Yeon Jung Kim
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Hyun Ah Kang
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Sung Hwan Kim
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - So Jung Lee
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Ki Jung Lim
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Jung Woo Lee
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Soon Kwan Jung
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
| | - Shin Jae Chang
- a Biotechnology Research Institute, R&D Division, Celltrion Inc. , Incheon , Korea
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Xiao Z, Yin X, Han L, Sun B, Shen Z, Liu W, Yu F. A comprehensive approach for evaluating charge heterogeneity in biosimilars. Eur J Pharm Sci 2018; 115:19-24. [DOI: 10.1016/j.ejps.2018.01.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Revised: 01/07/2018] [Accepted: 01/08/2018] [Indexed: 12/17/2022]
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Goey CH, Bell D, Kontoravdi C. Mild hypothermic culture conditions affect residual host cell protein composition post-Protein A chromatography. MAbs 2018; 10:476-487. [PMID: 29381421 PMCID: PMC5916555 DOI: 10.1080/19420862.2018.1433977] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Host cell proteins (HCPs) are endogenous impurities, and their proteolytic and binding properties can compromise the integrity, and, hence, the stability and efficacy of recombinant therapeutic proteins such as monoclonal antibodies (mAbs). Nonetheless, purification of mAbs currently presents a challenge because they often co-elute with certain HCP species during the capture step of protein A affinity chromatography. A Quality-by-Design (QbD) strategy to overcome this challenge involves identifying residual HCPs and tracing their source to the harvested cell culture fluid (HCCF) and the corresponding cell culture operating parameters. Then, problematic HCPs in HCCF may be reduced by cell engineering or culture process optimization. Here, we present experimental results linking cell culture temperature and post-protein A residual HCP profile. We had previously reported that Chinese hamster ovary cell cultures conducted at standard physiological temperature and with a shift to mild hypothermia on day 5 produced HCCF of comparable product titer and HCP concentration, but with considerably different HCP composition. In this study, we show that differences in HCP variety at harvest cascaded to downstream purification where different residual HCPs were present in the two sets of samples post-protein A purification. To detect low-abundant residual HCPs, we designed a looping liquid chromatography-mass spectrometry method with continuous expansion of a preferred, exclude, and targeted peptide list. Mild hypothermic cultures produced 20% more residual HCP species, especially cell membrane proteins, distinct from the control. Critically, we identified that half of the potentially immunogenic residual HCP species were different between the two sets of samples.
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Affiliation(s)
- Cher Hui Goey
- a Department of Chemical Engineering , Centre for Process Systems Engineering, Imperial College London , London , U.K
| | - David Bell
- b Department of Medicine , Imperial College London , London , U.K
| | - Cleo Kontoravdi
- a Department of Chemical Engineering , Centre for Process Systems Engineering, Imperial College London , London , U.K
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Li Z, Easton R. Practical considerations in clinical strategy to support the development of injectable drug-device combination products for biologics. MAbs 2018; 10:18-33. [PMID: 29035675 PMCID: PMC5800388 DOI: 10.1080/19420862.2017.1392424] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Revised: 10/07/2017] [Accepted: 10/09/2017] [Indexed: 11/24/2022] Open
Abstract
The development of an injectable drug-device combination (DDC) product for biologics is an intricate and evolving process that requires substantial investments of time and money. Consequently, the commercial dosage form(s) or presentation(s) are often not ready when pivotal trials commence, and it is common to have drug product changes (manufacturing process or presentation) during clinical development. A scientifically sound and robust bridging strategy is required in order to introduce these changes into the clinic safely. There is currently no single developmental paradigm, but a risk-based hierarchical approach has been well accepted. The rigor required of a bridging package depends on the level of risk associated with the changes. Clinical pharmacokinetic/pharmacodynamic comparability or outcome studies are only required when important changes occur at a late stage. Moreover, an injectable DDC needs to be user-centric, and usability assessment in real-world clinical settings may be required to support the approval of a DDC. In this review, we discuss the common issues during the manufacturing process and presentation development of an injectable DDC and practical considerations in establishing a clinical strategy to address these issues, including key elements of clinical studies. We also analyze the current practice in the industry and review relevant and status of regulatory guidance in the DDC field.
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Affiliation(s)
- Zhaoyang Li
- Sanofi, Translational Medicine & Clinical Pharmacology, Cambridge, MA, USA
| | - Rachael Easton
- Sanofi, Translational Medicine & Clinical Pharmacology, 55 Corporate Drive, Bridgewater, NJ, USA
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Martinović T, Andjelković U, Klobučar M, Černigoj U, Vidič J, Lučić M, Pavelić K, Josić D. Affinity chromatography on monolithic supports for simultaneous and high-throughput isolation of immunoglobulins from human serum. Electrophoresis 2017; 38:2909-2913. [DOI: 10.1002/elps.201700216] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Revised: 07/27/2017] [Accepted: 08/01/2017] [Indexed: 01/29/2023]
Affiliation(s)
- Tamara Martinović
- Centre for High-throughput Technologies; Department of Biotechnology; University of Rijeka; Rijeka Croatia
- Division of Medicinal Chemistry, Department of Biotechnology; University of Rijeka; Rijeka Croatia
| | - Uroš Andjelković
- Division of Medicinal Chemistry, Department of Biotechnology; University of Rijeka; Rijeka Croatia
| | - Marko Klobučar
- Centre for High-throughput Technologies; Department of Biotechnology; University of Rijeka; Rijeka Croatia
| | | | - Jana Vidič
- BIA Separations d.o.o.; Ajdovščina Slovenia
| | - Marina Lučić
- Division of Medicinal Chemistry, Department of Biotechnology; University of Rijeka; Rijeka Croatia
| | - Krešimir Pavelić
- Centre for High-throughput Technologies; Department of Biotechnology; University of Rijeka; Rijeka Croatia
| | - Djuro Josić
- Centre for High-throughput Technologies; Department of Biotechnology; University of Rijeka; Rijeka Croatia
- Division of Medicinal Chemistry, Department of Biotechnology; University of Rijeka; Rijeka Croatia
- Department of Medicine; Warren Alpert Medical School; Brown University; Providence RI USA
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48
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Statistical characterization of therapeutic protein modifications. Sci Rep 2017; 7:7896. [PMID: 28801661 PMCID: PMC5554216 DOI: 10.1038/s41598-017-08333-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2017] [Accepted: 07/07/2017] [Indexed: 12/25/2022] Open
Abstract
Peptide mapping with liquid chromatography–tandem mass spectrometry (LC-MS/MS) is an important analytical method for characterization of post-translational and chemical modifications in therapeutic proteins. Despite its importance, there is currently no consensus on the statistical analysis of the resulting data. In this manuscript, we distinguish three statistical goals for therapeutic protein characterization: (1) estimation of site occupancy of modifications in one condition, (2) detection of differential site occupancy between conditions, and (3) estimation of combined site occupancy across multiple modification sites. We propose an approach, which addresses these goals in terms of summarizing the quantitative information from the mass spectra, statistical modeling, and model-based analysis of LC-MS/MS data. We illustrate the approach using an LC-MS/MS experiment from an antibody-drug conjugate and its monoclonal antibody intermediate. The performance was compared to a ‘naïve’ data analysis approach, by using computer simulation, evaluation of differential site occupancy in positive and negative controls, and comparisons of estimated site occupancy with orthogonal experimental measurements of N-linked glycoforms and total oxidation. The results demonstrated the importance of replicated studies of protein characterization, and of appropriate statistical modeling, for reproducible, accurate and efficient site occupancy estimation and differential analysis.
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Pisupati K, Benet A, Tian Y, Okbazghi S, Kang J, Ford M, Saveliev S, Sen KI, Carlson E, Tolbert TJ, Ruotolo BT, Schwendeman SP, Schwendeman A. Biosimilarity under stress: A forced degradation study of Remicade® and Remsima™. MAbs 2017; 9:1197-1209. [PMID: 28787231 DOI: 10.1080/19420862.2017.1347741] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Remsima™ (infliximab) is the first biosimilar monoclonal antibody (mAb) approved by the European Medical Agency and the US Food and Drug Administration. Remsima™ is highly similar to its reference product, Remicade®, with identical formulation components. The 2 products, however, are not identical; Remsima™ has higher levels of soluble aggregates, C-terminal lysine truncation, and fucosylated glycans. To understand if these attribute differences could be amplified during forced degradation, solutions and lyophilized powders of the 2 products were subjected to stress at elevated temperature (40-60°C) and humidity (dry-97% relative humidity). Stress-induced aggregation and degradation profiles were similar for the 2 products and resulted in loss of infliximab binding to tumor necrosis factor and FcγRIIIa. Appearances of protein aggregates and hydrolysis products were time- and humidity-dependent, with similar degradation rates observed for the reference and biosimilar products. Protein powder incubations at 40°C/97% relative humidity resulted in partial mAb unfolding and increased asparagine deamidation. Minor differences in heat capacity, fluorescence, levels of subvisible particulates, deamidation and protein fragments were observed in the 2 stressed products, but these differences were not statistically significant. The protein solution instability at 60°C, although quite significant, was also similar for both products. Despite the small initial analytical differences, Remicade® and Remsima™ displayed similar degradation mechanisms and kinetics. Thus, our results show that the 2 products are highly similar and infliximab's primary sequence largely defines their protein instabilities compared with the limited influence of small initial purity and glycosylation differences in the 2 products.
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Affiliation(s)
- Karthik Pisupati
- a Department of Pharmaceutical Sciences , University of Michigan , 428 Church Street, Ann Arbor , MI.,b Biointerfaces Institute, University of Michigan , 2800 Plymouth Road, Ann Arbor , MI
| | - Alexander Benet
- a Department of Pharmaceutical Sciences , University of Michigan , 428 Church Street, Ann Arbor , MI.,b Biointerfaces Institute, University of Michigan , 2800 Plymouth Road, Ann Arbor , MI
| | - Yuwei Tian
- c Department of Chemistry , University of Michigan , 930 North University Street, Ann Arbor , MI
| | - Solomon Okbazghi
- d Department of Pharmaceutical Chemistry , University of Kansas , 2010 Becker Drive, Lawrence , KS
| | - Jukyung Kang
- a Department of Pharmaceutical Sciences , University of Michigan , 428 Church Street, Ann Arbor , MI.,b Biointerfaces Institute, University of Michigan , 2800 Plymouth Road, Ann Arbor , MI
| | - Michael Ford
- e MS Bioworks , 3950 Varsity Drive, Ann Arbor , MI
| | - Sergei Saveliev
- f Promega Corporation , 2800 Woods Hollow Road, Fitchburg , WI
| | - K Ilker Sen
- g Protein Metrics Inc. , 1622 San Carlos Avenue, San Carlos , CA
| | - Eric Carlson
- g Protein Metrics Inc. , 1622 San Carlos Avenue, San Carlos , CA
| | - Thomas J Tolbert
- d Department of Pharmaceutical Chemistry , University of Kansas , 2010 Becker Drive, Lawrence , KS
| | - Brandon T Ruotolo
- c Department of Chemistry , University of Michigan , 930 North University Street, Ann Arbor , MI
| | - Steven P Schwendeman
- a Department of Pharmaceutical Sciences , University of Michigan , 428 Church Street, Ann Arbor , MI.,b Biointerfaces Institute, University of Michigan , 2800 Plymouth Road, Ann Arbor , MI.,h Department of Biomedical Engineering , University of Michigan , 2200 Bonisteel Boulevard, Ann Arbor , MI
| | - Anna Schwendeman
- a Department of Pharmaceutical Sciences , University of Michigan , 428 Church Street, Ann Arbor , MI.,b Biointerfaces Institute, University of Michigan , 2800 Plymouth Road, Ann Arbor , MI
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50
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Regl C, Wohlschlager T, Holzmann J, Huber CG. A Generic HPLC Method for Absolute Quantification of Oxidation in Monoclonal Antibodies and Fc-Fusion Proteins Using UV and MS Detection. Anal Chem 2017; 89:8391-8398. [DOI: 10.1021/acs.analchem.7b01755] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Christof Regl
- Department
of Molecular Biology, Division of Chemistry and Bioanalytics, University of Salzburg, Hellbrunner Strasse 34, 5020 Salzburg, Austria
- Christian
Doppler Laboratory for Innovative Tools for Biosimilar Characterization, University of Salzburg, Hellbrunner Strasse 34, 5020 Salzburg, Austria
| | - Therese Wohlschlager
- Department
of Molecular Biology, Division of Chemistry and Bioanalytics, University of Salzburg, Hellbrunner Strasse 34, 5020 Salzburg, Austria
- Christian
Doppler Laboratory for Innovative Tools for Biosimilar Characterization, University of Salzburg, Hellbrunner Strasse 34, 5020 Salzburg, Austria
| | - Johann Holzmann
- Christian
Doppler Laboratory for Innovative Tools for Biosimilar Characterization, University of Salzburg, Hellbrunner Strasse 34, 5020 Salzburg, Austria
- Technical
Development
Biosimilars, Physicochemical Characterization Kundl, Novartis BTDM,
Sandoz GmbH, Biochemiestrasse 10, 6250 Kundl, Austria
| | - Christian G. Huber
- Department
of Molecular Biology, Division of Chemistry and Bioanalytics, University of Salzburg, Hellbrunner Strasse 34, 5020 Salzburg, Austria
- Christian
Doppler Laboratory for Innovative Tools for Biosimilar Characterization, University of Salzburg, Hellbrunner Strasse 34, 5020 Salzburg, Austria
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