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Huang X, Wang X, Cotham VC, Bramhall D, Zhong J, Zhao Y, Qiu H, Wang S, Li N. Development of a Novel Label-Free Subunit HILIC-MS Method for Domain-Specific Free Thiol Identification and Quantitation in Therapeutic Monoclonal Antibodies. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:3019-3027. [PMID: 39476495 PMCID: PMC11622229 DOI: 10.1021/jasms.4c00308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 09/11/2024] [Accepted: 10/21/2024] [Indexed: 12/08/2024]
Abstract
Cysteine residues are crucial for the formation of conserved disulfide bonds in therapeutic monoclonal antibodies (mAbs), which are essential for their folding and structural stability. The presence of free thiols in mAbs can indicate incomplete disulfide bond formation, potentially impacting the molecule's conformational stability. Free thiol quantitation has been achieved using labeling-based strategies such as maleimide and haloalkyl derivatives at both intact and peptide levels. However, intact-level measurement only provides total free thiol levels, while peptide-level measurement is time-consuming and more prone to assay-induced artifacts. In this study, we present a novel label-free HILIC-MS method that separates free thiol species at the subunit level, followed by free thiol localization by the MS2 fragmentation pattern. This allows for facile identification and quantitation of intrachain free thiols at domain-specific resolution. Compared to bottom-up approaches, this subunit HILIC-MS method excels in simpler sample preparation and higher throughput and enables chain-specific free thiol analysis for bispecific mAbs. This method can be readily applied for screening mAb candidates with elevated levels of free thiols in early-stage developability assessment and facilitating an effective comparability evaluation of mAb samples during process development.
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Affiliation(s)
| | | | - Victoria C. Cotham
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - David Bramhall
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - Jieqiang Zhong
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - Yimeng Zhao
- Analytical Chemistry, Regeneron Pharmaceuticals Inc., 777 Old Saw Mill River Road, Tarrytown, New York 10591-6707, United States
| | - Haibo Qiu
- 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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2
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Bishop LDC, Misiura A, Landes CF. A new metric for relating macroscopic chromatograms to microscopic surface dynamics: the distribution function ratio (DFR). Analyst 2021; 146:4268-4279. [PMID: 34105529 DOI: 10.1039/d1an00370d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Heterogeneous stationary phase chemistry causes chromatographic tailing that lowers separation efficiency and complicates optimizing mobile phase conditions. Model-free metrics are attractive for assessing optimal separation conditions due to the low quantity of information required, but often do not reveal underlying mechanisms that cause tailing, for example, heterogeneous retention modes. We report a new metric, which we call the Distribution Function Ratio (DFR), based on a graphical comparison between the chromatogram and Gaussian cumulative distribution functions, achieving correspondence to ground truth surface dynamics with a single chromatogram. Using a Monte Carlo framework, we show that the DFR can predict the prevalence of heterogeneous retention modes with high precision when the relative desorption rate between modes is known, as in during surface dynamics experiments. Ground truth comparisons reveal that the DFR outperforms both the asymmetry factor and skewness by yielding a one-to-one correspondence with heterogeneous retention mode prevalence over a broad range of experimentally realistic values. Perhaps of more value, we illustrate that the DFR, when combined with the asymmetry factor and skewness, can estimate microscopic surface dynamics, providing valuable insights into surface chemistry using existing chromatographic instrumentation. Connecting ensemble results to microscopic quantities through the lens of simulation establishes a new chemistry-driven route to measuring and advancing separations.
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Affiliation(s)
- Logan D C Bishop
- Department of Chemistry, Rice University, Houston, Texas 77251, USA.
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3
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Li X, Xiao L, Kochert B, Donnelly DP, Gao X, Richardson D. Extended characterization of unpaired cysteines in an IgG1 monoclonal antibody by LC-MS analysis. Anal Biochem 2021; 622:114172. [PMID: 33766578 DOI: 10.1016/j.ab.2021.114172] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 03/07/2021] [Accepted: 03/15/2021] [Indexed: 01/23/2023]
Abstract
The development of comprehensive methods to characterize unpaired cysteines in monoclonal antibodies (mAbs) is very important for understanding structural heterogeneity, impurity, and stability. In this paper, unpaired cysteines observed in a therapeutic antibody (mAb1) were thoroughly studied by Liquid Chromatography-Mass Spectrometry (LC-MS) methods at the intact mAb, domain, and peptide levels. Three cysteine variants were observed at the intact mAb level with each variant containing two unpaired cysteines. Variants containing four or six unpaired cysteines were not observed. Domain analysis indicated that two Fab variants, each containing two unpaired cysteines, were present while the third variant contained two unpaired cysteines on the Fc region. Peptide mapping analysis localized the six unpaired cysteines to Cys22/Cys96, Cys146/Cys202, and Cys369/Cys427 in the heavy chain. No significant changes were observed for these unpaired cysteines in mAb1 under high pH and heat-stressed conditions. Structural analysis and molecular modeling revealed that these unpaired cysteines were buried inside the three-dimensional structure. The integrated LC-MS methods together with stress studies and structural analysis may potentially be applied to the analysis of unpaired cysteines in other mAbs.
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Affiliation(s)
- Xiaojuan Li
- Analytical Research & Development Mass Spectrometry, MRL, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, NJ, 07033, USA.
| | - Li Xiao
- Computational and Structural Chemistry, MRL, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| | - Brent Kochert
- Analytical Research & Development Mass Spectrometry, MRL, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| | - Daniel P Donnelly
- Analytical Research & Development Mass Spectrometry, MRL, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| | - Xinliu Gao
- Analytical Research & Development Mass Spectrometry, MRL, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, NJ, 07033, USA
| | - Douglas Richardson
- Analytical Research & Development Mass Spectrometry, MRL, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, NJ, 07033, USA
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4
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Kim MT, Lechmann M, Rajan S, Shivva V, Lee A, Chen Y, Weis DD. In Vivo Reoxidation Kinetics of Free Thiols in Multiple Domains of IgG1 Antibodies in Rats. J Pharm Sci 2021; 110:1989-1996. [PMID: 33617870 DOI: 10.1016/j.xphs.2021.02.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 02/08/2021] [Accepted: 02/09/2021] [Indexed: 11/28/2022]
Abstract
While free thiols in monoclonal antibodies (mAbs) have been extensively characterized by in vitro studies to probe its effect on antibody function and stability, their in vivo biotransformation has not been comprehensively studied. In this study, a panel of five recombinant IgG1 mAbs with elevated free thiols in the VH, VL, and CH2 domains were intravenously administered into Wistar rats. In vivo biotransformation of thirty-five free thiol sites in total (7 disulfide pairs in VL, CL, VH, CH1, HH, CH2, CH3 domains across the 5 mAbs) were monitored using a denaturing differential isotopic tagging procedure on immunopurified timepoints followed by LC-MS of tryptic digests. The free thiol levels in two VH domain and one CH2 domain disulfide sites decreased in vivo following first order kinetics. Free thiol levels of the remaining 32 sites were remarkably stable in vivo. Further analytical characterization highlighted a positive association between a free thiol's solvent accessibility and a free thiol's reoxidation propensity. The data and discussion presented here shed valuable insights into the in vivo fate of free thiols in several recombinant IgG1s and its implications for free thiols as a product quality attribute in therapeutic mAb products.
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Affiliation(s)
- Michael T Kim
- Department of Protein Analytical Chemistry, Genentech, South San Francisco, California, USA; Department of Chemistry, University of Kansas, Lawrence, Kansas, USA.
| | - Martin Lechmann
- Roche Pharma Research and Early Development, Pharmaceutical Sciences, Roche Innovation Center Munich, Penzberg, Germany
| | - Sharmila Rajan
- Department of Preclinical and Translation Pharmacokinetics, Genentech, South San Francisco, California, USA
| | - Vittal Shivva
- Department of Preclinical and Translation Pharmacokinetics, Genentech, South San Francisco, California, USA
| | - Aron Lee
- Department of Protein Analytical Chemistry, Genentech, South San Francisco, California, USA
| | - Yan Chen
- Department of Protein Analytical Chemistry, Genentech, South San Francisco, California, USA
| | - David D Weis
- Department of Chemistry, University of Kansas, Lawrence, Kansas, USA
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5
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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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6
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Bishop LD, Misiura A, Moringo NA, Landes CF. Unraveling peak asymmetry in chromatography through stochastic theory powered Monte Carlo simulations. J Chromatogr A 2020; 1625:461323. [DOI: 10.1016/j.chroma.2020.461323] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 06/03/2020] [Accepted: 06/05/2020] [Indexed: 12/29/2022]
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7
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Bupp CR, Wirth MJ. Making Sharper Peaks for Reverse-Phase Liquid Chromatography of Proteins. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2020; 13:363-380. [PMID: 32109149 DOI: 10.1146/annurev-anchem-061318-115009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Protein separations have gained increasing interest over the past two decades owing to the dramatic growth of proteins as therapeutics and the completion of the Human Genome Project. About every decade, the field of protein high-performance liquid chromatography (HPLC) seems to mature, having reached what appears to be a theoretical limit. But then scientists well versed in the basic principles of HPLC invented a way around the limit, generating another decade of exciting progress. There is still the need for higher resolution and better compatibility with mass spectrometry because it is an essential tool for identification of proteins and their modifications. To make advances, the fundamental principles need to be understood. This review covers recent advances and current needs in the context of the principles that underlie the many contributions to peak broadening.
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Affiliation(s)
- Charles R Bupp
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907, USA;
| | - Mary J Wirth
- Department of Chemistry, Purdue University, West Lafayette, Indiana 47907, USA;
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8
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Wei B, Han G, Tang J, Sandoval W, Zhang YT. Native Hydrophobic Interaction Chromatography Hyphenated to Mass Spectrometry for Characterization of Monoclonal Antibody Minor Variants. Anal Chem 2019; 91:15360-15364. [DOI: 10.1021/acs.analchem.9b04467] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Bingchuan Wei
- Department of Protein Analytical Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, California 94080, United States
| | - Guanghui Han
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., 1 DNA Way, South San Francisco, California 94080, United States
| | - Jia Tang
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., 1 DNA Way, South San Francisco, California 94080, United States
| | - Wendy Sandoval
- Department of Microchemistry, Proteomics and Lipidomics, Genentech, Inc., 1 DNA Way, South San Francisco, California 94080, United States
| | - Yonghua Taylor Zhang
- Department of Protein Analytical Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, California 94080, United States
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9
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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: 0.7] [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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10
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Guerra A, von Stosch M, Glassey J. Toward biotherapeutic product real-time quality monitoring. Crit Rev Biotechnol 2019; 39:289-305. [DOI: 10.1080/07388551.2018.1524362] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- André Guerra
- School of Chemical Engineering and Advanced Materials, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Moritz von Stosch
- School of Chemical Engineering and Advanced Materials, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Jarka Glassey
- School of Chemical Engineering and Advanced Materials, Newcastle University, Newcastle upon Tyne, United Kingdom
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11
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Welch L, Dong X, Hewitt D, Irwin M, McCarty L, Tsai C, Baginski T. Facile quantitation of free thiols in a recombinant monoclonal antibody by reversed-phase high performance liquid chromatography with hydrophobicity-tailored thiol derivatization. J Chromatogr B Analyt Technol Biomed Life Sci 2018; 1092:158-167. [DOI: 10.1016/j.jchromb.2018.05.039] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2017] [Revised: 04/26/2018] [Accepted: 05/27/2018] [Indexed: 12/16/2022]
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12
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Wei B, Zhang B, Boyes B, Zhang YT. Reversed-phase chromatography with large pore superficially porous particles for high throughput immunoglobulin G 2 disulfide isoform separation. J Chromatogr A 2017; 1526:104-111. [DOI: 10.1016/j.chroma.2017.10.040] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Revised: 09/21/2017] [Accepted: 10/15/2017] [Indexed: 10/18/2022]
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13
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Qu M, An B, Shen S, Zhang M, Shen X, Duan X, Balthasar JP, Qu J. Qualitative and quantitative characterization of protein biotherapeutics with liquid chromatography mass spectrometry. MASS SPECTROMETRY REVIEWS 2017; 36:734-754. [PMID: 27097288 DOI: 10.1002/mas.21500] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Accepted: 03/02/2016] [Indexed: 06/05/2023]
Abstract
In the last decade, the advancement of liquid chromatography mass spectrometry (LC/MS) techniques has enabled their broad application in protein characterization, both quantitatively and qualitatively. Owing to certain important merits of LC/MS techniques (e.g., high selectivity, flexibility, and rapid method development), LC/MS assays are often deemed as preferable alternatives to conventional methods (e.g., ligand-binding assays) for the analysis of protein biotherapeutics. At the discovery and development stages, LC/MS is generally employed for two purposes absolute quantification of protein biotherapeutics in biological samples and qualitative characterization of proteins. For absolute quantification of a target protein in bio-matrices, recent work has led to improvements in the efficiency of LC/MS method development, sample treatment, enrichment and digestion, and high-performance low-flow-LC separation. These advances have enhanced analytical sensitivity, specificity, and robustness. As to qualitative analysis, a range of techniques have been developed to characterize intramolecular disulfide bonds, glycosylation, charge variants, primary sequence heterogeneity, and the drug-to-antibody ratio of antibody drug conjugate (ADC), which has enabled a refined ability to assess product quality. In this review, we will focus on the discussion of technical challenges and strategies of LC/MS-based quantification and characterization of biotherapeutics, with the emphasis on the analysis of antibody-based biotherapeutics such as monoclonal antibodies (mAbs) and ADCs. © 2016 Wiley Periodicals, Inc. Mass Spec Rev 36:734-754, 2017.
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Affiliation(s)
- Miao Qu
- Beijing University of Chinese Medicine, Beijing, 100029, China
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14214
- New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, NY, 14203
| | - Bo An
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14214
- New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, NY, 14203
| | - Shichen Shen
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14214
- New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, NY, 14203
| | - Ming Zhang
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14214
- New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, NY, 14203
| | - Xiaomeng Shen
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14214
- New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, NY, 14203
| | - Xiaotao Duan
- State Key Laboratory of Toxicology and Medical Countermeasures, Beijing Institute of Pharmacology and Toxicology, Beijing, 100850, China
| | - Joseph P Balthasar
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14214
| | - Jun Qu
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, 14214
- New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, NY, 14203
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14
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Jooß K, Hühner J, Kiessig S, Moritz B, Neusüß C. Two-dimensional capillary zone electrophoresis–mass spectrometry for the characterization of intact monoclonal antibody charge variants, including deamidation products. Anal Bioanal Chem 2017; 409:6057-6067. [DOI: 10.1007/s00216-017-0542-0] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Revised: 07/14/2017] [Accepted: 07/20/2017] [Indexed: 12/16/2022]
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15
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Domain-specific free thiol variant characterization of an IgG1 by reversed-phase high-performance liquid chromatography mass spectrometry. Anal Biochem 2017; 519:8-14. [DOI: 10.1016/j.ab.2016.12.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 12/06/2016] [Indexed: 11/17/2022]
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16
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Hühner J, Jooß K, Neusüß C. Interference-free mass spectrometric detection of capillary isoelectric focused proteins, including charge variants of a model monoclonal antibody. Electrophoresis 2016; 38:914-921. [DOI: 10.1002/elps.201600457] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2016] [Revised: 11/21/2016] [Accepted: 11/21/2016] [Indexed: 12/14/2022]
Affiliation(s)
- Jens Hühner
- Faculty of Chemistry; Aalen University; Aalen Germany
- Institute of Pharmaceutical Science; University of Tübingen; Tübingen Germany
| | - Kevin Jooß
- Faculty of Chemistry; Aalen University; Aalen Germany
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17
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Zhang B, Jeong J, Burgess B, Jazayri M, Tang Y, Taylor Zhang Y. Development of a rapid RP-UHPLC–MS method for analysis of modifications in therapeutic monoclonal antibodies. J Chromatogr B Analyt Technol Biomed Life Sci 2016; 1032:172-181. [DOI: 10.1016/j.jchromb.2016.05.017] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Revised: 05/10/2016] [Accepted: 05/10/2016] [Indexed: 12/20/2022]
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18
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Fekete S, Guillarme D, Sandra P, Sandra K. Chromatographic, Electrophoretic, and Mass Spectrometric Methods for the Analytical Characterization of Protein Biopharmaceuticals. Anal Chem 2015; 88:480-507. [DOI: 10.1021/acs.analchem.5b04561] [Citation(s) in RCA: 171] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Szabolcs Fekete
- School
of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Boulevard d’Yvoy 20, 1211 Geneva 4, Switzerland
| | - Davy Guillarme
- School
of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Boulevard d’Yvoy 20, 1211 Geneva 4, Switzerland
| | - Pat Sandra
- Research Institute for Chromatography (RIC), President Kennedypark 26, 8500 Kortrijk, Belgium
| | - Koen Sandra
- Research Institute for Chromatography (RIC), President Kennedypark 26, 8500 Kortrijk, Belgium
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