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Goyon A. Keeping up with a Quickly Diversifying Pharmaceutical Landscape. ACS MEASUREMENT SCIENCE AU 2024; 4:615-619. [PMID: 39713029 PMCID: PMC11659996 DOI: 10.1021/acsmeasuresciau.4c00050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 08/30/2024] [Accepted: 09/13/2024] [Indexed: 12/24/2024]
Abstract
Small molecules and antibodies have dominated the pharmaceutical landscape for decades. However, limitations associated with therapeutic targets deemed "undruggable" and progress in biology and chemistry have led to the blossoming of drug modalities and therapeutic approaches. In 2023, a high number of 9 oligonucleotide and peptide products were approved by the Food and Drug Administration (FDA), accounting for 16% of all drugs approved. Additionally, for the first time, a clustered regularly interspaced short palindromic repeat (CRISPR)-Cas9 gene therapy product was approved for the treatment of sickle cell disease. New drug modalities possess a wide range of physicochemical properties and structures, which complicates their analytical characterization. Impurities are formed at each step of the oligonucleotide and peptide solid phase synthesis and during shelf life. Longer chain lengths lead to a higher number of closely related impurities that become increasingly more difficult to separate from the full-length product. Chemical modifications such as phosphorothioates (PS) result in the presence of diastereomers, which often require orthogonal methods for their profiling and strategies to prevent their interference with the separation of achiral impurities. In-vitro produced mRNA and plasmid DNA also present a variety of quality attributes that need to be determined, such as the polyA tail length or capping efficiency. Analytical challenges arise from the variety of drug modality physiochemical properties and attributes, fast turnaround times, and heightened level of characterization needed to enable data-driven decisions early in the drug development process. This perspective provides the author's views on the lessons learned and strategies employed in recent years.
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Affiliation(s)
- Alexandre Goyon
- Synthetic Molecule Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
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2
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Verscheure L, Vandenheede I, De Rore E, Meersseman M, Hanssens V, Meerschaert K, Stals H, Sandra P, Lynen F, Borgions F, Sandra K. 2D-CEX-FcRn-MS to Study Structure/Function Relation of mAb Charge Variants. Anal Chem 2024; 96:18122-18131. [PMID: 39470991 DOI: 10.1021/acs.analchem.4c04158] [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: 11/01/2024]
Abstract
The automated elucidation of the interplay between monoclonal antibody (mAb) structure and function using two-dimensional liquid chromatography-mass spectrometry (2D-LC-MS) is reported. Charge variants, induced through forced degradation, are resolved by first-dimension (1D) cation-exchange chromatography (CEX) and subsequently collected in loops installed on a multiple heart-cutting valve prior to transfer to second-dimension (2D) neonatal crystallizable fragment receptor (FcRn) affinity chromatography coupled with MS. As such, binding affinity of the latter mAb variants can elegantly be assessed and a first glimpse of identity provided. To maximize MS sensitivity, charge variants are unfolded upon eluting from the 2D affinity column by postcolumn addition of a denaturing solution. Further structural details, i.e., modification sites and chain distribution, are unraveled by a multidimensional LC-MS (mD-LC-MS) setup incorporating 1D CEX and parallel online middle-up and bottom-up LC-MS analysis in the subsequent dimensions. Identified charge variants could be ranked according to their affinity for FcRn. Binding is predominantly impacted by heavy chain (HC) M253 oxidation and to a lesser extend, M429 oxidation. Oxidation of both HCs more drastically affects FcRn interaction compared to single-chain oxidation, and the more oxidation, the less binding. Other modifications, such as HC glycosylation, HC N385/390, and N326 deamidation or HC C-terminal processing, are not shown to affect binding. The streamlined platform is challenged against the established workflow involving offline collection of charge variants and structural and functional assessment by, respectively, LC-MS and enzyme-linked immunosorbent assay (ELISA). A decent correlation is demonstrated between the binding affinity measured with ELISA and 2D FcRn affinity chromatography. In addition, throughput is improved (7-fold), material requirements are substantially reduced (2 orders of magnitude), and sample preparation artifacts and loss are minimized. With the simultaneous determination of mAb structure and function, the current study takes the concept of multiattribute analysis to the next level, thereby contributing to the future development of safer and more effective antibody therapeutics.
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Affiliation(s)
- Liesa Verscheure
- RIC group, President Kennedypark 26, Kortrijk B-8500, Belgium
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, Ghent B-9000, Belgium
| | | | - Eline De Rore
- RIC group, President Kennedypark 26, Kortrijk B-8500, Belgium
| | | | | | | | - Hilde Stals
- Argenx, Industriepark Zwijnaarde 7, Ghent B-9052, Belgium
| | - Pat Sandra
- RIC group, President Kennedypark 26, Kortrijk B-8500, Belgium
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, Ghent B-9000, Belgium
| | - Frederic Lynen
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, Ghent B-9000, Belgium
| | - Filip Borgions
- Argenx, Industriepark Zwijnaarde 7, Ghent B-9052, Belgium
| | - Koen Sandra
- RIC group, President Kennedypark 26, Kortrijk B-8500, Belgium
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, Ghent B-9000, Belgium
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3
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Verscheure L, Detremmerie S, Stals H, De Vos J, Sandra P, Lynen F, Borgions F, Sandra K. Multidimensional LC-MS with 1D multi-method option and parallel middle-up and bottom-up MS acquisition for in-depth characterization of antibodies. J Chromatogr A 2024; 1726:464947. [PMID: 38724406 DOI: 10.1016/j.chroma.2024.464947] [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: 03/14/2024] [Revised: 04/22/2024] [Accepted: 04/25/2024] [Indexed: 05/23/2024]
Abstract
Monoclonal antibodies (mAbs) are large and highly heterogeneous species typically characterized using a plethora of analytical methodologies. There is a trend within the biopharmaceutical industry to combine several of these methods in one analytical platform to simultaneously assess multiple structural attributes. Here, a protein analyzer for the fully automated middle-up and bottom-up liquid chromatography-mass spectrometry (LC-MS) analysis of charge, size and hydrophobic variants is described. The multidimensional set-up combines a multi-method option in the first dimension (1D) (choice between size exclusion - SEC, cation exchange - CEX or hydrophobic interaction chromatography - HIC) with second dimension (2D) on-column reversed-phase (RPLC) based desalting, denaturation and reduction prior to middle-up LC-MS analysis of collected 1D peaks and parallel on-column trypsin digestion of denatured and reduced peaks in the third dimension (3D) followed by bottom-up LC-MS analysis in the fourth dimension (4D). The versatile and comprehensive workflow is applied to the characterization of charge, hydrophobic and size heterogeneities associated with an engineered Fc fragment and is complemented with hydrogen-deuterium exchange (HDX) MS and FcRn affinity chromatography - native MS to explain observations in a structural/functional context.
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Affiliation(s)
- Liesa Verscheure
- RIC group, President Kennedypark 6, 8500 Kortrijk, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, 9000 Ghent, Belgium
| | | | - Hilde Stals
- Argenx, Industriepark Zwijnaarde 7, 9052 Ghent, Belgium
| | - Jelle De Vos
- RIC group, President Kennedypark 6, 8500 Kortrijk, Belgium
| | - Pat Sandra
- RIC group, President Kennedypark 6, 8500 Kortrijk, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, 9000 Ghent, Belgium
| | - Frederic Lynen
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, 9000 Ghent, Belgium
| | | | - Koen Sandra
- RIC group, President Kennedypark 6, 8500 Kortrijk, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, 9000 Ghent, Belgium.
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4
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Khalikova M, Jireš J, Horáček O, Douša M, Kučera R, Nováková L. What is the role of current mass spectrometry in pharmaceutical analysis? MASS SPECTROMETRY REVIEWS 2024; 43:560-609. [PMID: 37503656 DOI: 10.1002/mas.21858] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 06/02/2023] [Accepted: 06/25/2023] [Indexed: 07/29/2023]
Abstract
The role of mass spectrometry (MS) has become more important in most application domains in recent years. Pharmaceutical analysis is specific due to its stringent regulation procedures, the need for good laboratory/manufacturing practices, and a large number of routine quality control analyses to be carried out. The role of MS is, therefore, very different throughout the whole drug development cycle. While it dominates within the drug discovery and development phase, in routine quality control, the role of MS is minor and indispensable only for selected applications. Moreover, its role is very different in the case of analysis of small molecule pharmaceuticals and biopharmaceuticals. Our review explains the role of current MS in the analysis of both small-molecule chemical drugs and biopharmaceuticals. Important features of MS-based technologies being implemented, method requirements, and related challenges are discussed. The differences in analytical procedures for small molecule pharmaceuticals and biopharmaceuticals are pointed out. While a single method or a small set of methods is usually sufficient for quality control in the case of small molecule pharmaceuticals and MS is often not indispensable, a large panel of methods including extensive use of MS must be used for quality control of biopharmaceuticals. Finally, expected development and future trends are outlined.
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Affiliation(s)
- Maria Khalikova
- Department of Analytical Chemistry, Faculty of Pharmacy in Hradec Králové, Charles University, Hradec Králové, Czech Republic
- Department of Chemistry, Faculty of Science, University of Hradec Králové, Hradec Králové, Czech Republic
| | - Jakub Jireš
- Department of Analytical Chemistry, Faculty of Chemical Engineering, UCT Prague, Prague, Czech Republic
- Department of Development, Zentiva, k. s., Praha, Praha, Czech Republic
| | - Ondřej Horáček
- Department of Pharmaceutical Chemistry and Pharmaceutical Analysis, Faculty of Pharmacy in Hradec Králové, Charles University, Hradec Králové, Czech Republic
| | - Michal Douša
- Department of Development, Zentiva, k. s., Praha, Praha, Czech Republic
| | - Radim Kučera
- Department of Pharmaceutical Chemistry and Pharmaceutical Analysis, Faculty of Pharmacy in Hradec Králové, Charles University, Hradec Králové, Czech Republic
| | - Lucie Nováková
- Department of Analytical Chemistry, Faculty of Pharmacy in Hradec Králové, Charles University, Hradec Králové, Czech Republic
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5
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Bouvarel T, Camperi J, Guillarme D. Multi-dimensional technology - Recent advances and applications for biotherapeutic characterization. J Sep Sci 2024; 47:e2300928. [PMID: 38471977 DOI: 10.1002/jssc.202300928] [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: 12/18/2023] [Revised: 01/23/2024] [Accepted: 01/24/2024] [Indexed: 03/14/2024]
Abstract
This review provides an overview of the latest advancements and applications in multi-dimensional liquid chromatography coupled with mass spectrometry (mD-LC-MS), covering aspects such as inter-laboratory studies, digestion strategy, trapping column, and multi-level analysis. The shift from an offline to an online workflow reduces sample processing artifacts, analytical variability, analysis time, and the labor required for data acquisition. Over the past few years, this technique has demonstrated sufficient maturity for application across a diverse range of complex products. Moreover, there is potential for this strategy to evolve into an integrated process analytical technology tool for the real-time monitoring of monoclonal antibody quality. This review also identifies emerging trends, including its application to new modalities, the possibility of evaluating biological activity within the mD-LC set-up, and the consideration of multi-dimensional capillary electrophoresis as an alternative to mD-LC. As mD-LC-MS continues to evolve and integrate emerging trends, it holds the potential to shape the next generation of analytical tools, offering exciting possibilities for enhanced characterization and monitoring of complex biopharmaceutical products.
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Affiliation(s)
- Thomas Bouvarel
- Protein Analytical Chemistry, Genentech, South San Francisco, California, USA
| | - Julien Camperi
- Cell Therapy Engineering and Development, Genentech, South San Francisco, California, USA
| | - Davy Guillarme
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland
- School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland
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Thomas R, Song D, Pourmohamad T, Kurita K, Chin S, Dai L, Goyon A, Medley CD, Gruenhagen JA, Chen T. Automated online deconjugation of antibody-drug conjugate for small molecule drug profiling. J Chromatogr A 2024; 1715:464575. [PMID: 38150875 DOI: 10.1016/j.chroma.2023.464575] [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: 10/26/2023] [Accepted: 12/10/2023] [Indexed: 12/29/2023]
Abstract
Antibody-drug conjugates (ADCs) are designed by chemically linking highly potent cytotoxic small molecule drugs to monoclonal antibodies of unique specificity for targeted destruction of cancer cells. This innovative class of molecules incurs unique developmental challenges due to its structural complexity of having both small molecule and protein components. The stability of the small molecule payload on the ADC is a critical attribute as it directly relates to product efficacy and patient safety. This study describes the use of an end-to-end automated workflow for effective and robust characterization of the small molecule drug while it is conjugated to the antibody. In this approach, online deconjugation was accomplished by an autosampler user defined program and 1D size exclusion chromatography was utilized to provide separation between small molecule and protein species. The small molecule portion was then trapped and sent to the 2D for separation and quantification by reversed-phase liquid chromatography with identification of impurities and degradants by mass spectrometry. The feasibility of this system was demonstrated on an ADC with a disulfide-based linker. This fully automated approach avoids tedious sample preparation that may lead to sample loss and large assay variability. Under optimized conditions, the method was shown to have excellent specificity, sensitivity (LOD of 0.036 µg/mL and LOQ of 0.144 µg/mL), linearity (0.04-72.1 µg/mL), precision (system precision %RSD of 1.7 and method precision %RSD of 3.4), accuracy (97.4 % recovery), stability-indicating nature, and was successfully exploited to analyze the small molecule drug on a panel of stressed ADC samples. Overall, the workflow established here offers a powerful analytical tool for profiling the in-situ properties of small molecule drugs conjugated to antibodies and the obtained information could be of great significance for guiding process/formulation development and understanding pharmacokinetic/pharmacodynamic behavior of ADCs.
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Affiliation(s)
- Rekha Thomas
- Synthetic Molecule Analytical Chemistry, Synthetic Molecule Pharmaceutical Sciences, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Dong Song
- Synthetic Molecule Analytical Chemistry, Synthetic Molecule Pharmaceutical Sciences, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Tony Pourmohamad
- Nonclinical Biostatistics, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Kenji Kurita
- Synthetic Molecule Analytical Chemistry, Synthetic Molecule Pharmaceutical Sciences, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Steven Chin
- Synthetic Molecule Analytical Chemistry, Synthetic Molecule Pharmaceutical Sciences, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Lu Dai
- Protein Analytical Chemistry, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Alexandre Goyon
- Synthetic Molecule Analytical Chemistry, Synthetic Molecule Pharmaceutical Sciences, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Colin D Medley
- Synthetic Molecule Analytical Chemistry, Synthetic Molecule Pharmaceutical Sciences, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Jason A Gruenhagen
- Synthetic Molecule Analytical Chemistry, Synthetic Molecule Pharmaceutical Sciences, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA
| | - Tao Chen
- Synthetic Molecule Analytical Chemistry, Synthetic Molecule Pharmaceutical Sciences, Genentech, Inc., 1 DNA Way, South San Francisco, CA 94080, USA.
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Sadighi R, de Kleijne V, Wouters S, Lubbers K, Somsen GW, Gargano AFG, Haselberg R. Online multimethod platform for comprehensive characterization of monoclonal antibodies in cell culture fluid from a single sample injection - Intact protein workflow. Anal Chim Acta 2024; 1287:342074. [PMID: 38182339 DOI: 10.1016/j.aca.2023.342074] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 11/23/2023] [Accepted: 11/25/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Therapeutic monoclonal antibodies (mAbs) comprise a large structural variability with respect to charge, size and post-translational modifications. These critical quality attributes (CQAs) need to be assessed during and after the production of mAbs. This normally requires off-line purification and sample preparation as well as several chromatographic selectivities, which makes the whole process time-consuming and error-prone. To improve on this, we developed an integrated and automated multi-dimensional analytical platform for the simultaneous assessment of multiple CQAs of mAbs in cell culture fluid (CCF) from upstream processes. RESULTS The on-line system allows mAb characterization at the intact level, combining protein A affinity chromatography (ProtA) with size-exclusion, ion-exchange, and reversed-phase liquid chromatographic modes with UV and mass spectrometric detection. Multiple heart cuts of a single mAb elution band from ProtA are stored in 20-μL loops and successively sent to the multimethod options in the second dimension. ProtA loading and elution conditions and their compatibility with second-dimension LC modes were studied and optimized. Subsequently, heart-cutting and valve-switching schemes were investigated to achieve effective and reproducible analyses. The applicability of the developed workflow was demonstrated by the direct analysis (i.e. not requiring off-line sample preparation) of a therapeutic mAb in CCF, obtaining useful information on accurate molecular mass, glycosylation, and charge and size variants of the mAb product at the same time and in just over 1 h. SIGNIFICANCE The developed multidimensional platform is the first system that allows for multiple fractions from a single ProtA band to be characterized using different chromatographic selectivities in a single run allowing direct correlation between CQAs. The performance of the system is comparable to established off-line methods, fully compatible with upstream process samples, and provides a significant time-reduction of the characterization procedure.
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Affiliation(s)
- Raya Sadighi
- Division of BioAnalytical Chemistry, Department of Chemistry and Pharmaceutical Sciences, Amsterdam Institute of Molecular and Life Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, the Netherlands; Centre for Analytical Sciences, Amsterdam, the Netherlands.
| | - Vera de Kleijne
- Division of BioAnalytical Chemistry, Department of Chemistry and Pharmaceutical Sciences, Amsterdam Institute of Molecular and Life Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, the Netherlands
| | - Sam Wouters
- Agilent Technologies, Hewlett-Packard-Str. 8, Waldbronn, 76337, Germany
| | - Karin Lubbers
- Polpharma Biologics Utrecht B.V., Yalelaan 46, 3584 CM, Utrecht, the Netherlands
| | - Govert W Somsen
- Division of BioAnalytical Chemistry, Department of Chemistry and Pharmaceutical Sciences, Amsterdam Institute of Molecular and Life Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, the Netherlands; Centre for Analytical Sciences, Amsterdam, the Netherlands
| | - Andrea F G Gargano
- Centre for Analytical Sciences, Amsterdam, the Netherlands; Analytical Chemistry Group, van't Hoff Institute for Molecular Sciences, University of Amsterdam, PO Box 94720, 1090 GE, Amsterdam, the Netherlands
| | - Rob Haselberg
- Division of BioAnalytical Chemistry, Department of Chemistry and Pharmaceutical Sciences, Amsterdam Institute of Molecular and Life Sciences, Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ, Amsterdam, the Netherlands; Centre for Analytical Sciences, Amsterdam, the Netherlands
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van der Zon AAM, Verduin J, van den Hurk RS, Gargano AFG, Pirok BWJ. Sample transformation in online separations: how chemical conversion advances analytical technology. Chem Commun (Camb) 2023; 60:36-50. [PMID: 38053451 PMCID: PMC10729587 DOI: 10.1039/d3cc03599a] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 11/13/2023] [Indexed: 12/07/2023]
Abstract
While the advent of modern analytical technology has allowed scientists to determine the complexity of mixtures, it also spurred the demand to understand these sophisticated mixtures better. Chemical transformation can be used to provide insights into properties of complex samples such as degradation pathways or molecular heterogeneity that are otherwise unaccessible. In this article, we explore how sample transformation is exploited across different application fields to empower analytical methods. Transformation mechanisms include molecular-weight reduction, controlled degradation, and derivatization. Both offline and online transformation methods have been explored. The covered studies show that sample transformation facilitates faster reactions (e.g. several hours to minutes), reduces sample complexity, unlocks new sample dimensions (e.g. functional groups), provides correlations between multiple sample dimensions, and improves detectability. The article highlights the state-of-the-art and future prospects, focusing in particular on the characterization of protein and nucleic-acid therapeutics, nanoparticles, synthetic polymers, and small molecules.
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Affiliation(s)
- Annika A M van der Zon
- University of Amsterdam, van't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, Science Park 904, 1098 XH Amsterdam, The Netherlands.
- Centre of Analytical Sciences Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Joshka Verduin
- Centre of Analytical Sciences Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
- Vrije Universiteit Amsterdam, Amsterdam Institute of Molecular and Life Sciences, Division of BioAnalytical Chemistry, De Boelelaan 1085, 1081 HV, Amsterdam, The Netherlands
| | - Rick S van den Hurk
- University of Amsterdam, van't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, Science Park 904, 1098 XH Amsterdam, The Netherlands.
- Centre of Analytical Sciences Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Andrea F G Gargano
- University of Amsterdam, van't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, Science Park 904, 1098 XH Amsterdam, The Netherlands.
- Centre of Analytical Sciences Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Bob W J Pirok
- University of Amsterdam, van't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, Science Park 904, 1098 XH Amsterdam, The Netherlands.
- Centre of Analytical Sciences Amsterdam, Science Park 904, 1098 XH Amsterdam, The Netherlands
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Abstract
LC-MS based peptide mapping, i.e., proteolytic digestion followed by LC-MS/MS analysis, is the method of choice for protein primary structural characterization. Manual proteolytic digestion is usually a labor-intensive procedure. In this work, a novel method was developed for fully automated online protein digestion and LC-MS peptide mapping. The method generates LC-MS data from undigested protein samples without user intervention by utilizing the same HPLC system that performs the chromatographic separation with some additional modules. Each sample is rapidly digested immediately prior to its LC-MS analysis, minimizing artifacts that can grow over longer digestion times or digest storage times as in manual or automated offline digestion methods. In this report, we implemented the method on an Agilent 1290 Infinity II LC system equipped with a Multisampler. The system performs a complete digestion workflow including denaturation, disulfide reduction, cysteine alkylation, buffer exchange, and tryptic digestion. We demonstrated that the system is capable of digesting monoclonal antibodies and other proteins with excellent efficiency and is robust and reproducible and produces fewer artifacts than manually prepared digests. In addition, it consumes only a few micrograms of material as most of the digested sample protein is subjected to LC-MS analysis.
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Affiliation(s)
- Jason Richardson
- Process Development, Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
| | - Zhongqi Zhang
- Process Development, Amgen Inc., One Amgen Center Drive, Thousand Oaks, California 91320, United States
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10
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Jin X, He B. Combination of On-Line and Off-Line Two-Dimensional Liquid Chromatography-Mass Spectrometry for Comprehensive Characterization of mAb Charge Variants and Precise Instructions for Rapid Process Development. Int J Mol Sci 2023; 24:15184. [PMID: 37894864 PMCID: PMC10607358 DOI: 10.3390/ijms242015184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 10/04/2023] [Accepted: 10/12/2023] [Indexed: 10/29/2023] Open
Abstract
Charge variants, as an important quality attribute of mAbs, must be comprehensively characterized and monitored during development. However, due to their complex structure, the characterization of charge variants is challenging, labor-intensive, and time-consuming when using traditional approaches. This work combines on-line and off-line 2D-LC-MS to comprehensively characterize mAb charge variants and quickly offer precise instructions for process development. Six charge variant peaks of mAb 1 were identified using the developed platform. Off-line 2D-LC-MS analysis at the peptide level showed that the acidic peak P1 and the basic peaks P4 and P5 were caused by the deamidation of asparagine, the oxidation of methionine, and incomplete C-terminal K loss, respectively. On-line 2D-LC-MS at the intact protein level was used to identify the root causes, and it was found that the acidic peak P2 and the basic peak P6 were due to the glutathionylation of cysteine and succinimidation of aspartic acid, respectively, which were not found in off-line 2D-LC-MS because of the loss occurring during pre-treatment. These results suggest that process development could focus on cell culture for adjustment of glutathionylation. In this paper, we propose the concept of precision process development based on on-line 2D-LC-MS, which could quickly offer useful data with only 0.6 mg mAb within 6 h for precise instructions for process development. Overall, the combination of on-line and off-line 2D-LC-MS can characterize mAb charge variants more comprehensively, precisely, and quickly than other approaches. This is a very effective platform with routine operations that provides precise instructions for process development within hours, and will help to accelerate the development of innovative therapeutics.
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Affiliation(s)
- Xiaoqing Jin
- College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211816, China;
| | - Bingfang He
- College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211816, China;
- School of Pharmaceutical Sciences, Nanjing Tech University, Nanjing 211816, China
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11
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Yu H, Tai Q, Yang C, Gao M, Zhang X. Technological development of multidimensional liquid chromatography-mass spectrometry in proteome research. J Chromatogr A 2023; 1700:464048. [PMID: 37167805 DOI: 10.1016/j.chroma.2023.464048] [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: 02/20/2023] [Revised: 04/27/2023] [Accepted: 05/03/2023] [Indexed: 05/13/2023]
Abstract
Liquid chromatography-mass spectrometry (LC-MS) is the method of choice for high-throughput proteomic research. Limited by the peak capacity, the separation performance of conventional single-dimensional LC hampers the development of proteomics. Combining different separation modes orthogonally, multidimensional liquid chromatography (MDLC) with high peak capacity was developed to address this challenge. MDLC has evolved rapidly since its establishment, and the progress of proteomics has been greatly facilitated by the advent of novel MDLC-MS-based methods. In this paper, we will review the advances of MDLC-MS-based methodologies and technologies in proteomics studies, from different perspectives including novel application scenarios and proteomic targets, automation, miniaturization, and the improvement of the classic methods in recent years. In addition, attempts regarding new MDLC-MS models are also mentioned together with the outlook of MDLC-MS-based proteomics methods.
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Affiliation(s)
- Hailong Yu
- Department of Chemistry, Fudan University, 200438, China
| | - Qunfei Tai
- Department of Chemistry, Fudan University, 200438, China
| | - Chenjie Yang
- Department of Chemistry, Fudan University, 200438, China
| | - Mingxia Gao
- Department of Chemistry, Fudan University, 200438, China
| | - Xiangmin Zhang
- Department of Chemistry, Fudan University, 200438, China.
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12
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Schlecht J, Jooß K, Moritz B, Kiessig S, Neusüß C. Two-Dimensional Capillary Zone Electrophoresis-Mass Spectrometry: Intact mAb Charge Variant Separation Followed by Peptide Level Analysis Using In-Capillary Digestion. Anal Chem 2023; 95:4059-4066. [PMID: 36800441 DOI: 10.1021/acs.analchem.2c04578] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Abstract
Characterization of charge heterogeneity is an essential pillar for pharmaceutical development and quality control of therapeutic monoclonal antibodies (mAbs). The highly selective and commonly applied capillary zone electrophoresis (CZE) method containing high amounts of ε-aminocaproic acid (EACA) provides a detailed and robust charge heterogeneity profile of intact mAb variants. Nevertheless, the exact location of protein modifications within these charge profiles remains ambiguous. Electrospray ionization mass spectrometry (ESI-MS) is a promising tool for this purpose; however, EACA is incompatible with electrospray. In this context, we present a two-dimensional CZE-CZE-MS system to combine efficient charge variant separation of intact mAbs with subsequent peptide analysis after in-capillary digestion of selected charge variants. The first dimension is based on a generic CZE(EACA) method in a fused silica capillary. In the second dimension, a neutral-coated capillary is used for in-capillary reduction and digestion with Tris(2-carboxyethyl)phosphine (TCEP) and pepsin, followed by CZE separation and MS/MS-characterization of the resulting peptides. The setup is demonstrated using stressed and nonstressed mAbs where peaks of basic, main, and acidic variants were transferred in a heart-cut fashion, digested, and characterized on the peptide level. Sequence coverages of more than 90% were obtained for heavy chain (HC) and light chain (LC) for four different mAbs, including low-abundance variants (<2% of the main peak). Frequently observed modifications (deamidation, oxidation, etc.) could be detected and localized. This study demonstrates a proof-of-concept for identification and localization of protein modifications from CZE charge heterogeneity profiles and, in this way, is expected to support the development and quality control testing of protein pharmaceuticals.
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Affiliation(s)
- Johannes Schlecht
- Department of Chemistry, Aalen University, Beethovenstrasse 1, 73430 Aalen, Germany.,Department of Pharmaceutical and Medicinal Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Kevin Jooß
- Departments of Chemistry and Molecular Biosciences, the Chemistry of Life Processes Institute, and the Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Bernd Moritz
- F. Hoffmann La-Roche Ltd., Grenzacherstraße 124, 4058 Basel, Switzerland
| | - Steffen Kiessig
- F. Hoffmann La-Roche Ltd., Grenzacherstraße 124, 4058 Basel, Switzerland
| | - Christian Neusüß
- Department of Chemistry, Aalen University, Beethovenstrasse 1, 73430 Aalen, Germany
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13
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Lambiase G, Klottrup-Rees K, Lovelady C, Ali S, Shepherd S, Muroni M, Lindo V, James DC, Dickman MJ. An automated, low volume, and high-throughput analytical platform for aggregate quantitation from cell culture media. J Chromatogr A 2023; 1691:463809. [PMID: 36731329 DOI: 10.1016/j.chroma.2023.463809] [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: 10/07/2022] [Revised: 01/17/2023] [Accepted: 01/18/2023] [Indexed: 01/22/2023]
Abstract
High throughput screening methods have driven a paradigm shift in biopharmaceutical development by reducing the costs of good manufactured (COGM) and accelerate the launch to market of novel drug products. Scale-down cell culture systems such as shaken 24- and 96-deep-well plates (DWPs) are used for initial screening of hundreds of recombinant mammalian clonal cell lines to quickly and efficiently select the best producing strains expressing product quality attributes that fit to industry platform. A common modification monitored from early-stage product development is protein aggregation due to its impact on safety and efficacy. This study aims to integrate high-throughput analysis of aggregation-prone therapeutic proteins with 96-deep well plate screening to rank clones based on the aggregation levels of the expressed proteins. Here we present an automated, small-scale analytical platform workflow combining the purification and subsequent aggregation analysis of protein biopharmaceuticals expressed in 96-DWP cell cultures. Product purification was achieved by small-scale solid-phase extraction using dual flow chromatography (DFC) automated on a robotic liquid handler for the parallel processing of up to 96 samples at a time. At-line coupling of size-exclusion chromatography (SEC) using a 2.1 mm ID column enabled the detection of aggregates with sub-2 µg sensitivity and a 3.5 min run time. The entire workflow was designed as an application to aggregation-prone mAbs and "mAb-like" next generation biopharmaceuticals, such as bispecific antibodies (BsAbs). Application of the high-throughput analytical workflow to a shake plate overgrow (SPOG) screen, enabled the screening of 384 different clonal cell lines in 32 h, requiring < 2 μg of protein per sample. Aggregation levels expressed by the clones varied between 9 and 76%. This high-throughput analytical workflow allowed for the early elimination of clonal cell lines with high aggregation, demonstrating the advantage of integrating analytical testing for critical quality attributes (CQAs) earlier in product development to drive better decision making.
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Affiliation(s)
- Giulia Lambiase
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK; Analytical Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Cambridge, UK
| | - Kerensa Klottrup-Rees
- Cell Culture and Fermentation Sciences, BioPharmaceuticals Development, AstraZeneca, Cambridge, UK
| | - Clare Lovelady
- Cell Culture and Fermentation Sciences, BioPharmaceuticals Development, AstraZeneca, Cambridge, UK
| | - Salma Ali
- Cell Culture and Fermentation Sciences, BioPharmaceuticals Development, AstraZeneca, Cambridge, UK
| | - Samuel Shepherd
- Analytical Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Cambridge, UK
| | - Maurizio Muroni
- Analytical Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Cambridge, UK
| | - Vivian Lindo
- Analytical Sciences, BioPharmaceuticals Development, R&D, AstraZeneca, Cambridge, UK.
| | - David C James
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK.
| | - Mark J Dickman
- Department of Chemical and Biological Engineering, University of Sheffield, Mappin St., Sheffield, UK.
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14
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Mayr K, Weindl T, Gärtner A, Camperi J, Maetzke T, Förster M, Nachtigall T, Steiner F, Vogt A, Hosp F, Mølhøj M. Novel Multidimensional Liquid Chromatography Workflow with In-Loop Enzymatic Digests of Multiple Heart-Cuts for Fast and Flexible Characterization of Biotherapeutic Protein Variants. Anal Chem 2023; 95:3629-3637. [PMID: 36745752 DOI: 10.1021/acs.analchem.2c04467] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Multidimensional liquid chromatography (mD-LC) is becoming a powerful tool for complete characterization of individual peaks and protein variants through separation methods such as nondenaturing ion exchange (IEC) or size-exclusion chromatography coupled to reversed-phase (RP) chromatography. The flexibility of commercially available and customized mD-LC systems is still limited in terms of enzymatic peak processing between chromatographic dimensions. In this regard, only a few column-immobilized proteases are available for detailed peak characterization by mD-LC coupled to mass spectrometry (mD-LC-MS). Here, we present a purpose-built and automated multiple heart-cutting mD-LC design with a novel analytical workflow involving in-loop enzymatic heart-cut digestion between the first-dimensional column and transfer to the second dimension before MS or MS/MS analyses. The setup facilitates the spike-in of any enzyme to multiple heart-cuts for multilevel analysis, for example, for peptide mapping, fragment generation, or deglycosylation, to reduce heterogeneity and provide maximum flexibility in terms of incubation time for optimal peak characterization. We demonstrate the application of IEC coupled to RP-LC-MS and automated in-loop deglycosylation and on-column reduction of an IgG antibody combined with upper hinge region cleavage for Fab generation. We further employ mD-LC-MS and mD-LC-MS/MS to assess post-translational modifications of a bispecific antibody and to support molecule selection by evaluating the best downstream purification strategy. The novel design and automated workflow of the mD-LC system described here offers enhanced flexibility for in-solution processing and real-time monitoring of multiple heart-cuts enabling streamlined characterization of unknown biotherapeutic charge and size variants.
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Affiliation(s)
- Kilian Mayr
- Large Molecule Research, Roche Innovation Center Munich, Roche Pharma Research and Early Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Thomas Weindl
- Large Molecule Research, Roche Innovation Center Munich, Roche Pharma Research and Early Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Achim Gärtner
- Large Molecule Research, Roche Innovation Center Munich, Roche Pharma Research and Early Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Julien Camperi
- Cell Therapy Engineering and Development, Genentech, 1 DNA Way, South San Francisco, California, 94080, United States
| | - Thomas Maetzke
- HPLConsult GmbH, Bergmattenweg 16, CH-4148 Pfeffingen, Switzerland
| | - Markus Förster
- Thermo Fisher Scientific GmbH, Im Steingrund 4-6, 63303 Dreieich, Germany
| | - Thomas Nachtigall
- Thermo Fisher Scientific GmbH, Im Steingrund 4-6, 63303 Dreieich, Germany
| | - Frank Steiner
- Thermo Fisher Scientific GmbH, Im Steingrund 4-6, 63303 Dreieich, Germany
| | - Annette Vogt
- Large Molecule Research, Roche Innovation Center Munich, Roche Pharma Research and Early Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Fabian Hosp
- Large Molecule Research, Roche Innovation Center Munich, Roche Pharma Research and Early Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Michael Mølhøj
- Large Molecule Research, Roche Innovation Center Munich, Roche Pharma Research and Early Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
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15
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Lippold S, Hook M, Spick C, Knaupp A, Whang K, Ruperti F, Cadang L, Andersen N, Vogt A, Grote M, Reusch D, Haberger M, Yang F, Schlothauer T. CD3 Target Affinity Chromatography Mass Spectrometry as a New Tool for Function-Structure Characterization of T-Cell Engaging Bispecific Antibody Proteoforms and Product-Related Variants. Anal Chem 2023; 95:2260-2268. [PMID: 36638115 DOI: 10.1021/acs.analchem.2c03827] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
T-cell engaging bispecific antibodies (TCBs) targeting CD3 and tumor-specific antigens are very promising therapeutic modalities. Since CD3 binding is crucial for the potency of TCBs, understanding the functional impact of CD3 antigen-binding fragment modifications is of utmost importance for defining critical quality attributes (CQA). The current CQA assessment strategy requires the integration of structure-based physicochemical separation and functional cell-based potency assays. However, this strategy is tedious, and coexisting proteoforms with potentially different functionalities may not be individually assessed. This increases the degree of ambiguities for defining meaningful CQAs, particularly for complex bispecific antibody formats such as TCBs. Here, we report for the first time a proof-of-concept study to separate and identify critically modified proteoforms of TCBs using functional CD3 target affinity chromatography (AC) coupled with online mass spectrometry (MS). Our method enabled functional distinction of relevant deamidated and glycosylated proteoforms and the simultaneous assessment of product-related variants such as TCB mispairings. For example, CD3 AC-MS allowed us to separate TCB mispairings with increased CD3 binding (i.e., knob-knob homodimers) within the bound fraction. The functional separation of proteoforms was validated using an established workflow for CQA identification based on thoroughly characterized ion-exchange fractions of a 2+1 TCB. In addition, the new method facilitated the criticality assessment of post-translational modifications in stress studies and structural variants in early stage clone selection. CD3 AC-MS has high impact for streamlining the integration of functional and structural characterizations of the large landscape of therapeutic CD3 targeting TCBs from early stage research to late stage characterization.
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Affiliation(s)
- Steffen Lippold
- Protein Analytical Chemistry, Genentech, A Member of the Roche Group, 1 DNA Way, South San Francisco, California 94080, United States
| | - Michaela Hook
- Pharma Technical Development Penzberg, Roche Diagnostics GmbH, Penzberg 82377, Germany
| | - Christian Spick
- Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg 82377, Germany
| | - Alexander Knaupp
- Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg 82377, Germany
| | - Kevin Whang
- Biological Technologies, Genentech, A Member of the Roche Group, 1 DNA Way, South San Francisco, California 94080, United States
| | - Fabian Ruperti
- Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg 82377, Germany
| | - Lance Cadang
- Protein Analytical Chemistry, Genentech, A Member of the Roche Group, 1 DNA Way, South San Francisco, California 94080, United States
| | - Nisana Andersen
- Protein Analytical Chemistry, Genentech, A Member of the Roche Group, 1 DNA Way, South San Francisco, California 94080, United States
| | - Annette Vogt
- Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg 82377, Germany
| | - Michael Grote
- Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg 82377, Germany
| | - Dietmar Reusch
- Pharma Technical Development Penzberg, Roche Diagnostics GmbH, Penzberg 82377, Germany
| | - Markus Haberger
- Pharma Technical Development Penzberg, Roche Diagnostics GmbH, Penzberg 82377, Germany
| | - Feng Yang
- Protein Analytical Chemistry, Genentech, A Member of the Roche Group, 1 DNA Way, South San Francisco, California 94080, United States
| | - Tilman Schlothauer
- Pharma Research and Early Development, Roche Innovation Center Munich, Penzberg 82377, Germany
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16
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Kuhne F, Heinrich K, Winter M, Fichtl J, Hoffmann G, Zähringer F, Spitzauer K, Meier M, Khan TA, Bonnington L, Wagner K, Stracke JO, Reusch D, Wegele H, Mormann M, Bulau P. Identification of Hetero-aggregates in Antibody Co-formulations by Multi-dimensional Liquid Chromatography Coupled to Mass Spectrometry. Anal Chem 2023; 95:2203-2212. [PMID: 36669833 PMCID: PMC9893218 DOI: 10.1021/acs.analchem.2c03099] [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: 07/18/2022] [Accepted: 01/10/2023] [Indexed: 01/22/2023]
Abstract
Antibody combination therapies have become viable therapeutic treatment options for certain severe diseases such as cancer. The co-formulation production approach is intrinsically associated with more complex drug product variant profiles and creates more challenges for analytical control of drug product quality. In addition to various individual quality attributes, those arising from the interactions between the antibodies also potentially emerge through co-formulation. In this study, we describe the development of a widely applicable multi-dimensional liquid chromatography coupled to tandem mass spectrometry method for antibody homo- versus hetero-aggregate characterization. The co-formulation of trastuzumab and pertuzumab was used, a challenging model system, comprising two monoclonal antibodies with very similar physicochemical properties. The data presented demonstrate the high stability of the co-formulation, where only minor aggregate formation is observed upon product storage and accelerated temperature or light-stress conditions. The results also show that the homo- and hetero-aggregates, formed in low and comparable proportions, are only marginally impacted by the formulation and product storage conditions. No preferential formation of hetero-aggregates, in comparison to the already existing pertuzumab and trastuzumab homo-aggregates, was observed.
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Affiliation(s)
- Felix Kuhne
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
- Institute
of Hygiene, University of Münster, Robert-Koch-Strasse 41, 48149 Münster, Germany
| | - Katrin Heinrich
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Martin Winter
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Jürgen Fichtl
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Gabriel Hoffmann
- Pharma
Technical Development, F. Hoffmann-La Roche
Ltd., 4070 Basel, Switzerland
| | - Franziska Zähringer
- Pharma
Technical Development, F. Hoffmann-La Roche
Ltd., 4070 Basel, Switzerland
| | - Katharina Spitzauer
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Monika Meier
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Tarik A. Khan
- Pharma
Technical Development, F. Hoffmann-La Roche
Ltd., 4070 Basel, Switzerland
| | - Lea Bonnington
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Katharina Wagner
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Jan Olaf Stracke
- Pharma
Technical Development, F. Hoffmann-La Roche
Ltd., 4070 Basel, Switzerland
| | - Dietmar Reusch
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Harald Wegele
- Pharma
Technical Development, Roche Diagnostics
GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Michael Mormann
- Institute
of Hygiene, University of Münster, Robert-Koch-Strasse 41, 48149 Münster, Germany
| | - Patrick Bulau
- Pharma
Technical Development, F. Hoffmann-La Roche
Ltd., 4070 Basel, Switzerland
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17
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Grunert I, Heinrich K, Hingar M, Ernst J, Winter M, Bomans K, Wagner K, Fevre A, Reusch D, Wuhrer M, Bulau P. Comprehensive Multidimensional Liquid Chromatography-Mass Spectrometry for the Characterization of Charge Variants of a Bispecific Antibody. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2022; 33:2319-2327. [PMID: 36442848 PMCID: PMC9732868 DOI: 10.1021/jasms.2c00296] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 10/18/2022] [Accepted: 10/20/2022] [Indexed: 06/16/2023]
Abstract
Identification and further characterization of antibody charge variants is a crucial step during biopharmaceutical drug development, particularly with regard to the increasing complexity of novel antibody formats. As a standard analytical approach, manual offline fractionation of charge variants by cation-exchange chromatography followed by comprehensive analytical testing is applied. These conventional workflows are time-consuming and labor-intensive and overall reach their limits in terms of chromatographic separation of enhanced structural heterogeneities raised from new antibody formats. For these reasons, we aimed to develop an alternative online characterization strategy for charge variant characterization of a therapeutic bispecific antibody by online mD-LC-MS at middle-up (2D-LC-MS) and bottom-up (4D-LC-MS) level. Using the implemented online mD-LC-MS approach, all medium- and even low-abundant product variants previously identified by offline fraction experiments and liquid chromatography mass spectrometry could be monitored. The herein reported automated online mD-LC-MS methodology therefore represents a complementary and in part alternative approach for analytical method validation including multiattribute monitoring (MAM) strategies by mass spectrometry, offering various benefits including increased throughput and reduced sample handling and combined protein information at intact protein and peptide level.
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Affiliation(s)
- Ingrid Grunert
- Pharma
Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Katrin Heinrich
- Pharma
Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Michael Hingar
- Pharma
Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Juliane Ernst
- Pharma
Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Martin Winter
- Pharma
Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Katrin Bomans
- Pharma
Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Katharina Wagner
- Pharma
Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Arnaud Fevre
- Pharma
Technical Development, Hoffmann-La Roche, 4070 Basel, Switzerland
| | - Dietmar Reusch
- Pharma
Technical Development, Roche Diagnostics GmbH, 82377 Penzberg, Germany
| | - Manfred Wuhrer
- Center
for Proteomics and Metabolomics, Leiden
University Medical Center, 2333 Leiden, The Netherlands
| | - Patrick Bulau
- Pharma
Technical Development, Hoffmann-La Roche, 4070 Basel, Switzerland
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18
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Wang M, Xu XY, Wang HD, Wang HM, Liu MY, Hu WD, Chen BX, Jiang MT, Qi J, Li XH, Yang WZ, Gao XM. A multi-dimensional liquid chromatography/high-resolution mass spectrometry approach combined with computational data processing for the comprehensive characterization of the multicomponents from Cuscuta chinensis. J Chromatogr A 2022; 1675:463162. [DOI: 10.1016/j.chroma.2022.463162] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/17/2022] [Accepted: 05/18/2022] [Indexed: 02/07/2023]
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19
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Oezipek S, Hoelterhoff S, Breuer S, Bell C, Bathke A. mD-UPLC-MS/MS: Next Generation of mAb Characterization by Multidimensional Ultraperformance Liquid Chromatography-Mass Spectrometry and Parallel On-Column LysC and Trypsin Digestion. Anal Chem 2022; 94:8136-8145. [PMID: 35545869 PMCID: PMC9201819 DOI: 10.1021/acs.analchem.1c04450] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 04/05/2022] [Indexed: 11/29/2022]
Abstract
For the past few years, multidimensional liquid chromatography-mass spectrometry (LC-MS) systems have been commonly used to characterize post-translational modifications (PTMs) of therapeutic antibodies (mAbs). In most cases, this is performed by fractionation of charge variants by ion-exchange chromatography and subsequent online LC-MS peptide mapping analysis. In this study, we developed a multidimensional ultra-performance-liquid-chromatography-mass spectrometry system (mD-UPLC-MS/MS) for PTM characterization and quantification, allowing both rapid analysis and decreased risk of artificial modifications during sample preparation. We implemented UPLC columns for peptide mapping analysis, facilitating the linkage between mD-LC and routine LC-MS workflows. Furthermore, the introduced system incorporates a novel in-parallel trypsin and LysC on-column digestion setup, followed by a combined peptide mapping analysis. This parallel digestion with different enzymes enhances characterization by generating two distinct peptides. Using this approach, a low retentive ethylene oxide adduct of a bispecific antibody was successfully characterized within this study. In summary, our approach allows versatile and rapid analysis of PTMs, enabling efficient characterization of therapeutic molecules.
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Affiliation(s)
- Saban Oezipek
- Pharma Technical
Development, F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Sina Hoelterhoff
- Pharma Technical
Development, F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Simon Breuer
- Pharma Technical
Development, F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Christian Bell
- Pharma Technical
Development, F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Anja Bathke
- Pharma Technical
Development, F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
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20
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Goyon A. Cracking the Code of Complex Drug Modalities via Multidimensional Liquid Chromatography Coupled to Mass Spectrometry. LCGC NORTH AMERICA 2022. [DOI: 10.56530/lcgc.na.jo6985r5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Multidimensional liquid chromatography, coupled to mass spectrometry (MDLC–MS) is a powerful tool for the characterization of complex biopharmaceutical drug modalities, from antibody–drug conjugates to nuclear acid therapeutics like antisense oligonucleotides and small interfering RNA.
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21
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Verscheure L, Vanhoenacker G, Schneider S, Merchiers T, Storms J, Sandra P, Lynen F, Sandra K. 3D-LC-MS with 2D Multimethod Option for Fully Automated Assessment of Multiple Attributes of Monoclonal Antibodies Directly from Cell Culture Supernatants. Anal Chem 2022; 94:6502-6511. [PMID: 35442636 DOI: 10.1021/acs.analchem.1c05461] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Fully automated analysis of multiple structural attributes of monoclonal antibodies (mAbs) using three-dimensional liquid chromatography-mass spectrometry (3D-LC-MS) is described. The analyzer combines Protein A affinity chromatography in the first dimension (1D) with a multimethod option in the second dimension (2D) (choice between size exclusion (SEC), cation exchange (CEX), and hydrophobic interaction chromatography (HIC)) and desalting SEC-MS in the third dimension (3D). This innovative 3D-LC-MS setup allows simultaneous and sequential assessment of mAb titer, size/charge/hydrophobic variants, molecular weight (MW), amino acid (AA) sequence, and post-translational modifications (PTMs) directly from cell culture supernatants. The reported methodology that finds multiple uses throughout the biopharmaceutical development trajectory was successfully challenged by the analysis of different trastuzumab and tocilizumab samples originating from biosimilar development programs.
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Affiliation(s)
- Liesa Verscheure
- RIC Group, President Kennedypark 26, B-8500 Kortrijk, Belgium.,Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000 Ghent, Belgium
| | | | - Sonja Schneider
- Agilent Technologies, Hewlett-Packard Strasse 8, D-76337 Waldbronn, Germany
| | - Tom Merchiers
- RIC Group, President Kennedypark 26, B-8500 Kortrijk, Belgium
| | - Julie Storms
- RIC Group, President Kennedypark 26, B-8500 Kortrijk, Belgium
| | - Pat Sandra
- RIC Group, President Kennedypark 26, B-8500 Kortrijk, Belgium.,Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000 Ghent, Belgium
| | - Frederic Lynen
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000 Ghent, Belgium
| | - Koen Sandra
- RIC Group, President Kennedypark 26, B-8500 Kortrijk, Belgium.,Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000 Ghent, Belgium
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22
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Losacco GL, Hicks MB, DaSilva JO, Wang H, Potapenko M, Tsay FR, Ahmad IAH, Mangion I, Guillarme D, Regalado EL. Automated ion exchange chromatography screening combined with in silico multifactorial simulation for efficient method development and purification of biopharmaceutical targets. Anal Bioanal Chem 2022; 414:3581-3591. [PMID: 35441858 DOI: 10.1007/s00216-022-03982-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 02/10/2022] [Accepted: 02/15/2022] [Indexed: 11/25/2022]
Abstract
Bioprocess development of increasingly challenging therapeutics and vaccines requires a commensurate level of analytical innovation to deliver critical assays across functional areas. Chromatography hyphenated to numerous choices of detection has undeniably been the preferred analytical tool in the pharmaceutical industry for decades to analyze and isolate targets (e.g., APIs, intermediates, and byproducts) from multicomponent mixtures. Among many techniques, ion exchange chromatography (IEX) is widely used for the analysis and purification of biopharmaceuticals due to its unique selectivity that delivers distinctive chromatographic profiles compared to other separation modes (e.g., RPLC, HILIC, and SFC) without denaturing protein targets upon isolation process. However, IEX method development is still considered one of the most challenging and laborious approaches due to the many variables involved such as elution mechanism (via salt, pH, or salt-mediated-pH gradients), stationary phase's properties (positively or negatively charged; strong or weak ion exchanger), buffer type and ionic strength as well as pH choices. Herein, we introduce a new framework consisting of a multicolumn IEX screening in conjunction with computer-assisted simulation for efficient method development and purification of biopharmaceuticals. The screening component integrates a total of 12 different columns and 24 mobile phases that are sequentially operated in a straightforward automated fashion for both cation and anion exchange modes (CEX and AEX, respectively). Optimal and robust operating conditions are achieved via computer-assisted simulation using readily available software (ACD Laboratories/LC Simulator), showcasing differences between experimental and simulated retention times of less than 0.5%. In addition, automated fraction collection is also incorporated into this framework, illustrating the practicality and ease of use in the context of separation, analysis, and purification of nucleotides, peptides, and proteins. Finally, we provide examples of the use of this IEX screening as a framework to identify efficient first dimension (1D) conditions that are combined with MS-friendly RPLC conditions in the second dimension (2D) for two-dimensional liquid chromatography experiments enabling purity analysis and identification of pharmaceutical targets.
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Affiliation(s)
- Gioacchino Luca Losacco
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA.
| | - Michael B Hicks
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA
| | - Jimmy O DaSilva
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA
| | - Heather Wang
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA
| | - Miraslava Potapenko
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA
| | - Fuh-Rong Tsay
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA
| | - Imad A Haidar Ahmad
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA
| | - Ian Mangion
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA
| | - Davy Guillarme
- School of Pharmaceutical Sciences, University of Geneva, CMU, Rue Michel-Servet 1, 1211, Geneva 4, Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, CMU, Rue Michel-Servet 1, 1211, Geneva 4, Switzerland
| | - Erik L Regalado
- Analytical Research and Development, MRL, Merck & Co., Inc., 126 E. Lincoln Avenue, Rahway, NJ, 07065, USA.
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Bathke A, Hoelterhoff S, Oezipak S, Grunert I, Heinrich K, Winter M. The Power of Trypsin Immobilized Enzyme Reactors (IMERs) Deployed in Online MDLC–MS Applications. LCGC NORTH AMERICA 2022. [DOI: 10.56530/lcgc.na.hl9986s4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Immobilized enzyme reactors (IMERs) are a powerful and essential part of multidimensional liquid chromatography–tandem mass spectrometry (MDLC–MS/MS) approaches that enable online identification, characterization, and quantification of post-translational modifications of therapeutic antibodies. This review gives an overview of commercially available and selected trypsin IMERs in regard to their application in LC-based and automated sample preparation. Additionally, we address the challenges of IMER application in online systems and the advantages of self-made IMERs.
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Pot S, Gstöttner C, Heinrich K, Hoelterhoff S, Grunert I, Leiss M, Bathke A, Domínguez-Vega E. Fast analysis of antibody-derived therapeutics by automated multidimensional liquid chromatography - Mass spectrometry. Anal Chim Acta 2021; 1184:339015. [PMID: 34625261 DOI: 10.1016/j.aca.2021.339015] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 08/23/2021] [Accepted: 08/30/2021] [Indexed: 12/01/2022]
Abstract
Characterization of post-translational modifications (PTMs) of therapeutic antibodies is commonly performed by bottom-up approaches, involving sample preparation and peptide analysis by liquid chromatography-mass spectrometry (LC-MS). Conventional sample preparation requires extensive hands-on time and can increase the risk of inducing artificial modifications as many off-line steps - denaturation, disulfide-reduction, alkylation and tryptic digestion - are performed. In this study, we developed an on-line multidimensional (mD)-LC-MS bottom-up approach for fast sample preparation and analysis of (formulated) monoclonal antibodies and antibody-derived therapeutics. This approach allows on-column reduction, tryptic digestion and subsequent peptide analysis by RP-MS. Optimization of the 1D -and 2D flow and temperature improved the trapping of small polar peptides during on-line peptide mapping analysis. These adaptations increased the sequence coverage (95-98% versus 86-94% for off-line approaches) and allowed identification of various PTMs (i.e. deamidation of asparagine, methionine oxidation and lysine glycation) within a single analysis. This workflow enables a fast (<2 h) characterization of antibody heterogeneities within a single run and a low amount of protein (10 μg). Importantly, the new mD-LC-MS bottom-up method was able to detect the polar, fast-eluting peptides: Fc oxidation at Hc-Met-252 and the Fc N-glycosylation at Hc-Asn-297, which can be challenging using mD-LC-MS. Moreover, the method showed good comparability across the different measurements (RSD of retention time in the range of 0.2-1.8% for polar peptides). The LC system was controlled by only a standard commercial software package which makes implementation for fast characterization of quality attributes relatively easy.
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Affiliation(s)
- Sanne Pot
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
| | - Christoph Gstöttner
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands.
| | - Katrin Heinrich
- Pharma Technical Development Europe, Roche Diagnostics GmbH, Penzberg, Germany
| | - Sina Hoelterhoff
- Pharma Technical Development Europe, Hoffmann-La Roche, Basel, Switzerland
| | - Ingrid Grunert
- Pharma Technical Development Europe, Roche Diagnostics GmbH, Penzberg, Germany
| | - Michael Leiss
- Pharma Technical Development Europe, Roche Diagnostics GmbH, Penzberg, Germany
| | - Anja Bathke
- Pharma Technical Development Europe, Hoffmann-La Roche, Basel, Switzerland
| | - Elena Domínguez-Vega
- Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
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25
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Wouters B, Currivan S, Abdulhussain N, Hankemeier T, Schoenmakers P. Immobilized-enzyme reactors integrated into analytical platforms: Recent advances and challenges. Trends Analyt Chem 2021. [DOI: 10.1016/j.trac.2021.116419] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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26
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Reinders LMH, Klassen MD, Teutenberg T, Jaeger M, Schmidt TC. Development of a multidimensional online method for the characterization and quantification of monoclonal antibodies using immobilized flow-through enzyme reactors. Anal Bioanal Chem 2021; 413:7119-7128. [PMID: 34628527 DOI: 10.1007/s00216-021-03683-z] [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: 07/06/2021] [Revised: 09/14/2021] [Accepted: 09/20/2021] [Indexed: 01/06/2023]
Abstract
Complete characterization and quantification of monoclonal antibodies often rely on enzymatic digestion with trypsin. In order to accelerate and automate this frequently performed sample preparation step, immobilized enzyme reactors (IMER) compatible with standard HPLC systems were used. This allows an automated online approach in all analytical laboratories. We were able to demonstrate that the required digestion time for the model monoclonal antibody rituximab could be reduced to 20 min. Nevertheless, a previous denaturation of the protein is required, which also needs 20 min. Recoveries were determined at various concentrations and were 100% ± 1% at 100 ng on column, 96% ± 7% at 250 ng on column and 98% ± 2% at 450 ng on column. Despite these good recoveries, complete digestion was not achieved, resulting in a poorer limit of quantification. This is 50 ng on column under optimized IMER conditions, whereas an offline digest on the same system achieved 0.3 ng on column. Furthermore, our work revealed that TRIS buffers, when used with an IMER system, led to alteration of the peptides and induced modifications in the peptides. Therefore, the addition of TRIS should be avoided when working at elevated temperatures of about 60 °C. Nevertheless, our results have shown that the recovery is not significantly influenced whether TRIS is used or not (recovery: 96 ± 7% with TRIS vs. 100 ± 9% without TRIS).
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Affiliation(s)
- Lars M H Reinders
- Institut für Energie und Umwelttechnik e. V. (IUTA, Institute of Energy and Environmental Technology), Bliersheimer Str. 58-60, 47229, Duisburg, Germany.,Hochschule Niederrhein, University of Applied Science, Reinarzstr. 49, 47805, Krefeld, Germany.,Faculty of Chemistry, Instrumental Analytical Chemistry, University Duisburg-Essen, Universitätsstr. 5, 45141, Essen, Germany
| | - Martin D Klassen
- Institut für Energie und Umwelttechnik e. V. (IUTA, Institute of Energy and Environmental Technology), Bliersheimer Str. 58-60, 47229, Duisburg, Germany
| | - Thorsten Teutenberg
- Institut für Energie und Umwelttechnik e. V. (IUTA, Institute of Energy and Environmental Technology), Bliersheimer Str. 58-60, 47229, Duisburg, Germany.
| | - Martin Jaeger
- Hochschule Niederrhein, University of Applied Science, Reinarzstr. 49, 47805, Krefeld, Germany
| | - Torsten C Schmidt
- Faculty of Chemistry, Instrumental Analytical Chemistry, University Duisburg-Essen, Universitätsstr. 5, 45141, Essen, Germany
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27
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Haidar Ahmad IA, Makey DM, Wang H, Shchurik V, Singh AN, Stoll DR, Mangion I, Regalado EL. In Silico Multifactorial Modeling for Streamlined Development and Optimization of Two-Dimensional Liquid Chromatography. Anal Chem 2021; 93:11532-11539. [PMID: 34375071 DOI: 10.1021/acs.analchem.1c01970] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Continued adoption of two-dimensional liquid chromatography (2D-LC) in industrial laboratories will depend on the development of approaches to make method development for 2D-LC more systematic, less tedious, and less reliant on user expertise. In this paper, we build on previous efforts in these directions by describing the use of multifactorial modeling software that can help streamline and simplify the method development process for 2D-LC. Specifically, we have focused on building retention models for second dimension (2D) separations involving variables including gradient time, temperature, organic modifier blending, and buffer concentration using LC simulator (ACD/Labs) software. Multifactorial retention modeling outcomes are illustrated as resolution map planes or cubes that enable straightforward location of 2D conditions that maximize resolution while minimizing analysis time. We also illustrate the practicality of this approach by identifying conditions that yield baseline separation of all compounds co-eluting from a first dimension (1D) separation using a single combination of 2D stationary phase and elution conditions. The multifactorial retention models were found to be very accurate for both the 1D and 2D separations, with differences between experimental and simulated retention times of less than 0.5%. Pharmaceutical applications of this approach for multiple heartcutting 2D-LC were demonstrated using IEC-IEC or achiral RPLC-chiral RPLC for 2D separations of multicomponent mixtures. The framework outlined here should help make 2D-LC method development more systematic and streamline development and optimization for a variety of 2D-LC applications in both industry and academia.
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Affiliation(s)
- Imad A Haidar Ahmad
- Analytical Research and Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Devin M Makey
- Analytical Research and Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States.,Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Heather Wang
- Analytical Research and Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Vladimir Shchurik
- Analytical Research and Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Andrew N Singh
- Analytical Research and Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Dwight R Stoll
- Department of Chemistry, Gustavus Adolphus College, Saint Peter, Minnesota 56082, United States
| | - Ian Mangion
- Analytical Research and Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
| | - Erik L Regalado
- Analytical Research and Development, MRL, Merck & Co., Inc., Rahway, New Jersey 07065, United States
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28
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Zhu H, Wu X, Huo J, Hou J, Long H, Zhang Z, Wang B, Tian M, Chen K, Guo D, Lei M, Wu W. A five-dimensional data collection strategy for multicomponent discovery and characterization in Traditional Chinese Medicine: Gastrodia Rhizoma as a case study. J Chromatogr A 2021; 1653:462405. [PMID: 34332318 DOI: 10.1016/j.chroma.2021.462405] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 07/07/2021] [Accepted: 07/08/2021] [Indexed: 01/01/2023]
Abstract
Establishing the identity of bioactive compounds to control the quality of Traditional Chinese Medicines is made more challenging by the complexity of the metabolite matrix, the existence of isomers, and the range of compound concentration and polarity observed between individual samples of the same plant in a multicomponent preparation. In addition, LC-MS analysis has limited capability for the separation and analysis of potentially important trace compounds and isomers, which hinders the comprehensive metabolite characterization of functional foods and Traditional Natural Medicine. To facilitate and improve the chemical composition characterization and enhance metabolite discernment, a comprehensive strategy was developed which integrates ion mobility mass spectrometry (IMS) with offline two-dimensional liquid chromatography based on hydrophilic interaction chromatography (HILIC) and conventional reversed phase (RP) C18 chromatography. Through application of the HILIC × RP offline 2D-LC approach, trace compounds were enriched and separated promoting a more efficient and detailed analysis of the matrix complexity. Comprehensive non-targeted multidimensional data (Rt1D, Rt2D, MS, CCS and MS/MS) and data-independent-acquisition (DIA) mass data of the metabolites in complex food and drug samples were obtained in the IMS-DIA-MS/MS mode on a Waters-SYNAPT G2-Si mass spectrometer with an ESI source. Through the application of high-efficiency neutral loss (NLs) and diagnostic product ions (DPIs) filter strategies, information from DIA mass data permitted the rapid detection and identification of compounds. The identification coverage of metabolites with low-quality MS/MS data was also improved. In the absence of analytical standards, Collision Cross Section (CCS) prediction and matching strategies based on theoretical chemical structures provided a method to distingish isomers. To demonstrate the efficacy of the technique this comprehensive strategy was applied to the compound characterization of Gastrodia Rhizoma (GR). Characterization of 272 compounds was achieved, including 146 unreported compounds. The results affirm that this comprehensive five-dimensional data collection strategy has the capacity to support the in-depth study of the high level of chemical diversity in Traditional Chinese Medicines.
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Affiliation(s)
- Haodong Zhu
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, PR China; Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Xingdong Wu
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Jiangyan Huo
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Jinjun Hou
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Huali Long
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Zijia Zhang
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Bing Wang
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, PR China; Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China.
| | - Menghua Tian
- Zhaotong Tianma Research Institute, Zhaotong, Yunnan 657000, PR China
| | - Kaixian Chen
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - De'an Guo
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Min Lei
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China.
| | - Wanying Wu
- Shanghai Research Center for Modernization of Traditional Chinese Medicine, National Engineering Laboratory for TCM Standardization Technology, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China.
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Camperi J, Grunert I, Heinrich K, Winter M, Özipek S, Hoelterhoff S, Weindl T, Mayr K, Bulau P, Meier M, Mølhøj M, Leiss M, Guillarme D, Bathke A, Stella C. Inter-laboratory study to evaluate the performance of automated online characterization of antibody charge variants by multi-dimensional LC-MS/MS. Talanta 2021; 234:122628. [PMID: 34364437 DOI: 10.1016/j.talanta.2021.122628] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 06/11/2021] [Accepted: 06/15/2021] [Indexed: 11/17/2022]
Abstract
An international study was conducted to evaluate the performance and reliability of an online multi-dimensional (mD)-LC-MS/MS approach for the characterization of antibody charge variants. The characterization of antibody charge variants is traditionally performed by time-consuming, offline isolation of charge variant fractions by ion exchange chromatography (IEC) that are subsequently subjected individually to LC-MS/MS peptide mapping. This newly developed mD-LC-MS/MS approach enables automated and rapid characterization of charge variants using much lower sample requirements. This online workflow includes sample reduction, digestion, peptide mapping, and subsequent mass spectrometric analysis within a single, fully-automated procedure. The benefits of using online mD-LC-MS/MS for variant characterization include fewer handling steps, a more than 10-fold reduction in required sample amount, reduced sample hold time as well as a shortening of the overall turnaround time from weeks to few days compared to standard offline procedures. In this site-to-site comparison study, we evaluated the online peptide mapping data collected from charge variants of trastuzumab (Herceptin®) across three international laboratories. The purpose of this study was to compare the overall performance of the online mD-LC-MS/MS approach for antibody charge variant characterization, with all participating sites employing different mD-LC-MS/MS setups (e.g., instrument vendors, modules, columns, CDS software). The high sequence coverage (95%-97%) obtained in each laboratory, enabled a reproducible generation of tryptic peptides and the comparison of values of the charge variants. Results obtained at all three participating sites were in good agreement, highlighting the reliability and performance of this approach, and correspond with data gained by the standard offline procedure. Overall, our results underscore of the benefit mD-LC-MS/MS technology for therapeutic antibody characterization, confirming its potential to become an important tool in the toolbox of protein characterization scientists.
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Affiliation(s)
- Julien Camperi
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, CA, 94080, USA
| | - Ingrid Grunert
- Pharma Technical Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Katrin Heinrich
- Pharma Technical Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Martin Winter
- Pharma Technical Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Saban Özipek
- Pharma Technical Development, F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070, Basel, Switzerland
| | - Sina Hoelterhoff
- Pharma Technical Development, F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070, Basel, Switzerland
| | - Thomas Weindl
- Pharma Research and Early Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Kilian Mayr
- Pharma Research and Early Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Patrick Bulau
- Pharma Technical Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Monika Meier
- Pharma Technical Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Michael Mølhøj
- Pharma Research and Early Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Michael Leiss
- Pharma Technical Development, Roche, Nonnenwald 2, 82377, Penzberg, Germany
| | - Davy Guillarme
- School of Pharmaceutical Sciences, University of Geneva, CMU - Rue Michel-Servet, 1, 1206, Geneva, Switzerland; Institute of Pharmaceutical Sciences of Western Switzerland (ISPSO), University of Geneva, CMU-Rue Michel Servet 1, 1211, Geneva 4, Switzerland
| | - Anja Bathke
- Pharma Technical Development, F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070, Basel, Switzerland
| | - Cinzia Stella
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, CA, 94080, USA.
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30
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De Vos J, Stoll D, Buckenmaier S, Eeltink S, Grinias JP. Advances in ultra-high-pressure and multi-dimensional liquid chromatography instrumentation and workflows. ANALYTICAL SCIENCE ADVANCES 2021; 2:171-192. [PMID: 38716447 PMCID: PMC10989561 DOI: 10.1002/ansa.202100007] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 03/01/2021] [Indexed: 11/17/2024]
Abstract
The present contribution discusses recent advances in ultra-high-pressure liquid chromatography (UHPLC) and multi-dimensional liquid chromatography (MDLC) technology. First, new developments in UHPLC column technology and system design are highlighted. The latter includes a description of a novel injector concept enabling method speed-up, emerging detectors, and instrument diagnostics approaches. Next, online MDLC workflows are reviewed and advances in modulation technology are highlighted. Finally, key applications published in 2020 are reviewed.
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Affiliation(s)
- Jelle De Vos
- Department of Chemical EngineeringVrije Universiteit Brussel (VUB)BrusselsBelgium
| | - Dwight Stoll
- Department of ChemistryGustavus Aldophus CollegeSaint PeterMinnesotaUSA
| | | | - Sebastiaan Eeltink
- Department of Chemical EngineeringVrije Universiteit Brussel (VUB)BrusselsBelgium
| | - James P. Grinias
- Department of Chemistry and BiochemistryRowan UniversityGlassboroNew JerseyUSA
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31
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Yüce M, Sert F, Torabfam M, Parlar A, Gürel B, Çakır N, Dağlıkoca DE, Khan MA, Çapan Y. Fractionated charge variants of biosimilars: A review of separation methods, structural and functional analysis. Anal Chim Acta 2021; 1152:238189. [PMID: 33648647 DOI: 10.1016/j.aca.2020.12.064] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 12/28/2020] [Accepted: 12/29/2020] [Indexed: 12/21/2022]
Abstract
The similarity between originator and biosimilar monoclonal antibody candidates are rigorously assessed based on primary, secondary, tertiary, quaternary structures, and biological functions. Minor differences in such parameters may alter target-binding, potency, efficacy, or half-life of the molecule. The charge heterogeneity analysis is a prerequisite for all biotherapeutics. Monoclonal antibodies are prone to enzymatic or non-enzymatic structural modifications during or after the production processes, leading to the formation of fragments or aggregates, various glycoforms, oxidized, deamidated, and other degraded residues, reduced Fab region binding activity or altered FcR binding activity. Therefore, the charge variant profiles of the monoclonal antibodies must be regularly and thoroughly evaluated. Comparative structural and functional analysis of physically separated or fractioned charged variants of monoclonal antibodies has gained significant attention in the last few years. The fraction-based charge variant analysis has proved very useful for the biosimilar candidates comprising of unexpected charge isoforms. In this report, the key methods for the physical separation of monoclonal antibody charge variants, structural and functional analyses by liquid chromatography-mass spectrometry, and surface plasmon resonance techniques were reviewed.
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Affiliation(s)
- Meral Yüce
- Sabanci University, SUNUM Nanotechnology Research and Application Center, 34956, Istanbul, Turkey.
| | - Fatma Sert
- Sabanci University, Faculty of Engineering and Natural Sciences, 34956, Istanbul, Turkey; ILKO ARGEM Biotechnology R&D Center, 34906, Pendik, Istanbul, Turkey
| | - Milad Torabfam
- Sabanci University, Faculty of Engineering and Natural Sciences, 34956, Istanbul, Turkey
| | - Ayhan Parlar
- Sabanci University, Faculty of Engineering and Natural Sciences, 34956, Istanbul, Turkey
| | - Büşra Gürel
- Sabanci University, SUNUM Nanotechnology Research and Application Center, 34956, Istanbul, Turkey
| | - Nilüfer Çakır
- Sabanci University, Faculty of Engineering and Natural Sciences, 34956, Istanbul, Turkey; ILKO ARGEM Biotechnology R&D Center, 34906, Pendik, Istanbul, Turkey
| | - Duygu E Dağlıkoca
- ILKO ARGEM Biotechnology R&D Center, 34906, Pendik, Istanbul, Turkey
| | - Mansoor A Khan
- Texas A&M Health Sciences Centre, Irma Lerma Rangel College of Pharmacy, TX, 77843, USA
| | - Yılmaz Çapan
- ILKO ARGEM Biotechnology R&D Center, 34906, Pendik, Istanbul, Turkey; Hacettepe University, Faculty of Pharmacy, 06100, Ankara, Turkey.
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Camperi J, Goyon A, Guillarme D, Zhang K, Stella C. Multi-dimensional LC-MS: the next generation characterization of antibody-based therapeutics by unified online bottom-up, middle-up and intact approaches. Analyst 2021; 146:747-769. [DOI: 10.1039/d0an01963a] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
This review presents an overview of current analytical trends in antibody characterization by multidimensional LC-MS approaches.
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Affiliation(s)
- Julien Camperi
- Department of Protein Analytical Chemistry
- Genentech Inc
- South San Francisco
- USA
| | - Alexandre Goyon
- Department of Small Molecule Analytical Chemistry
- Genentech Inc
- South San Francisco
- USA
| | - Davy Guillarme
- School of Pharmaceutical Sciences
- University of Geneva
- 1206 Geneva
- Switzerland
- Institute of Pharmaceutical Sciences of Western Switzerland (ISPSO)
| | - Kelly Zhang
- Department of Small Molecule Analytical Chemistry
- Genentech Inc
- South San Francisco
- USA
| | - Cinzia Stella
- Department of Protein Analytical Chemistry
- Genentech Inc
- South San Francisco
- USA
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33
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Verscheure L, Oosterlynck M, Cerdobbel A, Sandra P, Lynen F, Sandra K. Middle-up characterization of monoclonal antibodies by online reduction liquid chromatography-mass spectrometry. J Chromatogr A 2020; 1637:461808. [PMID: 33385741 DOI: 10.1016/j.chroma.2020.461808] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 12/08/2020] [Accepted: 12/10/2020] [Indexed: 02/06/2023]
Abstract
This study describes the fully automated middle-up characterization of monoclonal antibodies (mAbs) and next-generation variants by online reduction liquid chromatography-mass spectrometry (LC-MS). Proteins were trapped on-column and subjected to online desalting, denaturation and reduction prior to reversed phase elution of the created subunits in the MS. The evaluation of more than 20 different therapeutic proteins including full length mAbs (subclasses IgG1, IgG2 and IgG4), bispecific antibodies, antibody fragments, fusion proteins and antibody-drug conjugates (ADC) revealed that the online reduction method is as powerful as the widely applied offline sample preparation with dithiothreitol (DTT) as reducing agent and guanidine hydrochloride (Gnd.HCl) as denaturant and tackles some major disadvantages associated with the latter method, i.e. corrosion of stainless steel components, adduct formation impacting spectral quality and sample stability. The value of the online reduction LC-MS method is also enforced by its ability to reveal unstable antibody variants such as succinimide intermediates of asparagine deamidation and aspartic acid isomerization which are often lost when using the offline sample preparation method. The performance of the online reduction LC-MS set-up was verified and it was revealed that the method is precise with RSD values below 0.25% and 3.0% for retention time and area, respectively. Carry-over is within acceptable limits (< 0.5%) and the reducing buffer is stable up to 24 hours.
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Affiliation(s)
- Liesa Verscheure
- Research Institute for Chromatography (RIC), President Kennedypark 26, 8500 Kortrijk, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000 Ghent, Belgium
| | - Marie Oosterlynck
- Chemistry Department, KU Leuven, Celestijnenlaan 200F, bus 2404, 3001 Leuven, Belgium
| | - An Cerdobbel
- Research Institute for Chromatography (RIC), President Kennedypark 26, 8500 Kortrijk, Belgium
| | - Pat Sandra
- Research Institute for Chromatography (RIC), President Kennedypark 26, 8500 Kortrijk, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000 Ghent, Belgium
| | - Frederic Lynen
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000 Ghent, Belgium
| | - Koen Sandra
- Research Institute for Chromatography (RIC), President Kennedypark 26, 8500 Kortrijk, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, B-9000 Ghent, Belgium.
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34
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Jaag S, Shirokikh M, Lämmerhofer M. Charge variant analysis of protein-based biopharmaceuticals using two-dimensional liquid chromatography hyphenated to mass spectrometry. J Chromatogr A 2020; 1636:461786. [PMID: 33326927 DOI: 10.1016/j.chroma.2020.461786] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 11/16/2020] [Accepted: 12/06/2020] [Indexed: 01/04/2023]
Abstract
The profile of charge variants represents an important critical quality attribute of protein-based biopharmaceuticals, in particular of monoclonal antibodies, and must therefore becontrolled. In this work, 2D-LC methods for charge variant analysis were developed using a strong cation-exchange chromatography (SCX) as first dimension (1D) separation. Non-porous SCX (3 µm) particle columns and different mobile phases were evaluated using a test mixture of some standard proteins of different size and pI (comprising myoglobin, bovine serum albumin, cytochrome c, lysozyme and β-lactoglobulin) and two monoclonal IgG1 antibodies (NIST mAb and Secukinumab). The most promising 1D eluent for SCX was a salt-mediated pH-gradient system using a ternary mobile phase system with 2-(N-morpholino)ethanesulfonic acid, 1,3-diamino-2-propanol and sodium chloride. For the second dimension (2D), a desalting reversed-phase liquid chromatography (RP-LC) was chosen to enable the hyphenation of the charge variant separation with mass spectrometric (MS) detection. While for intact mAbs the 2D just served for desalting without additional selectivity, the 2D contributed some orthogonal selectivity for the mAb fragment separation. Various core-shell and monolithic columns were tested and variables such as gradient time and flow rate systematically optimized. Unexpectedly, a C4 400 Å column (3.4 µm diameter with 0.2 µm porous shell) provided higher peak capacities compared to the same 1000 Å column (2.7 µm diameter with 0.5 µm porous shell). A thinner shell appeared to be more advantageous than wider pores under high flow regime. An ultra-fast RP-LC method with a run time of one minute was developed using trifluoroacetic acid which was later replaced by formic acid as additive for better MS compatibility. The successful hyphenation of the two orthogonal separation modes, SCX and RP-LC, could be demonstrated in the multiple heart-cutting and the full comprehensive mode. MS analysis using a high-resolution quadrupole time-of-flight instrument enabled to identify different glycoforms and some major charge variants of the antibody at the intact protein level as well as on the subunit level (Fc/2, Lc, Fd') in a middle-up approach by 2D-LC-ESI-MS analysis.
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Affiliation(s)
- Simon Jaag
- Pharmaceutical (Bio-)Analysis, Institute of Pharmaceutical Sciences, University of Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Marina Shirokikh
- Pharmaceutical (Bio-)Analysis, Institute of Pharmaceutical Sciences, University of Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Michael Lämmerhofer
- Pharmaceutical (Bio-)Analysis, Institute of Pharmaceutical Sciences, University of Tübingen, Auf der Morgenstelle 8, 72076 Tübingen, Germany.
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35
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Camperi J, Guillarme D, Stella C. Targeted Bottom-up Characterization of Recombinant Monoclonal Antibodies by Multidimensional LC/MS. Anal Chem 2020; 92:13420-13426. [DOI: 10.1021/acs.analchem.0c02780] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Julien Camperi
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
| | - Davy Guillarme
- School of Pharmaceutical Sciences, University of Geneva, CMU, Rue Michel-Servet, 1, 1206 Geneva, Switzerland
| | - Cinzia Stella
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
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36
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Recent advances in LC–MS based characterization of protein-based bio-therapeutics – mastering analytical challenges posed by the increasing format complexity. J Pharm Biomed Anal 2020; 186:113251. [DOI: 10.1016/j.jpba.2020.113251] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 03/05/2020] [Accepted: 03/09/2020] [Indexed: 12/25/2022]
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37
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Farsang E, Guillarme D, Veuthey JL, Beck A, Lauber M, Schmudlach A, Fekete S. Coupling non-denaturing chromatography to mass spectrometry for the characterization of monoclonal antibodies and related products. J Pharm Biomed Anal 2020; 185:113207. [DOI: 10.1016/j.jpba.2020.113207] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 02/21/2020] [Accepted: 02/22/2020] [Indexed: 01/31/2023]
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38
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Camperi J, Dai L, Guillarme D, Stella C. Fast and Automated Characterization of Monoclonal Antibody Minor Variants from Cell Cultures by Combined Protein-A and Multidimensional LC/MS Methodologies. Anal Chem 2020; 92:8506-8513. [DOI: 10.1021/acs.analchem.0c01250] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Julien Camperi
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
| | - Lu Dai
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
| | - Davy Guillarme
- School of Pharmaceutical Sciences, University of Geneva, CMU - Rue Michel-Servet, 1, 1206 Geneva, Switzerland
| | - Cinzia Stella
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
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39
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From proof of concept to the routine use of an automated and robust multi-dimensional liquid chromatography mass spectrometry workflow applied for the charge variant characterization of therapeutic antibodies. J Chromatogr A 2020; 1615:460740. [DOI: 10.1016/j.chroma.2019.460740] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 11/05/2019] [Accepted: 11/26/2019] [Indexed: 11/24/2022]
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40
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Goyon A, Kim M, Dai L, Cornell C, Jacobson F, Guillarme D, Stella C. Streamlined Characterization of an Antibody–Drug Conjugate by Two-Dimensional and Four-Dimensional Liquid Chromatography/Mass Spectrometry. Anal Chem 2019; 91:14896-14903. [DOI: 10.1021/acs.analchem.9b02454] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Alexandre Goyon
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, CMU, Rue Michel-Servet, 1, 1206 Geneva, Switzerland
| | - Michael Kim
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
| | - Lu Dai
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
| | - Christopher Cornell
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
| | - Fred Jacobson
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
| | - Davy Guillarme
- School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, CMU, Rue Michel-Servet, 1, 1206 Geneva, Switzerland
| | - Cinzia Stella
- Protein Analytical Chemistry, Genentech, 1 DNA Way, South San Francisco, California 94080, United States
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41
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Liu C, Bults P, Bischoff R, Crommen J, Wang Q, Jiang Z. Separation of deamidated peptides with mixed-mode chromatography using phospholipid-functionalized monolithic stationary phases. J Chromatogr A 2019; 1603:417-421. [DOI: 10.1016/j.chroma.2019.05.053] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 05/24/2019] [Accepted: 05/27/2019] [Indexed: 12/21/2022]
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42
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Duivelshof BL, Fekete S, Guillarme D, D’Atri V. A generic workflow for the characterization of therapeutic monoclonal antibodies—application to daratumumab. Anal Bioanal Chem 2019; 411:4615-4627. [DOI: 10.1007/s00216-018-1561-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 12/13/2018] [Accepted: 12/19/2018] [Indexed: 12/16/2022]
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43
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Pirok BWJ, Stoll DR, Schoenmakers PJ. Recent Developments in Two-Dimensional Liquid Chromatography: Fundamental Improvements for Practical Applications. Anal Chem 2019; 91:240-263. [PMID: 30380827 PMCID: PMC6322149 DOI: 10.1021/acs.analchem.8b04841] [Citation(s) in RCA: 211] [Impact Index Per Article: 35.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Bob W. J. Pirok
- University
of Amsterdam, van ’t Hoff
Institute for Molecular Sciences, Analytical-Chemistry Group, Science Park 904, 1098 XH Amsterdam, The Netherlands
- TI-COAST, Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Dwight R. Stoll
- Department
of Chemistry, Gustavus Adolphus College, Saint Peter, Minnesota 56082, United States
| | - Peter J. Schoenmakers
- University
of Amsterdam, van ’t Hoff
Institute for Molecular Sciences, Analytical-Chemistry Group, Science Park 904, 1098 XH Amsterdam, The Netherlands
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44
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Füssl F, Trappe A, Cook K, Scheffler K, Fitzgerald O, Bones J. Comprehensive characterisation of the heterogeneity of adalimumab via charge variant analysis hyphenated on-line to native high resolution Orbitrap mass spectrometry. MAbs 2018; 11:116-128. [PMID: 30296204 PMCID: PMC6343805 DOI: 10.1080/19420862.2018.1531664] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Charge variant analysis is a widely used tool to monitor changes in product quality during the manufacturing process of monoclonal antibodies (mAbs). Although it is a powerful technique for revealing mAb heterogeneity, an unexpected outcome, for example the appearance of previously undetected isoforms, requires further, time-consuming analysis. The process of identifying these unknowns can also result in unwanted changes to the molecule that are not attributable to the manufacturing process. To overcome this, we recently reported a method combining highly selective cation exchange chromatography-based charge variant analysis with on-line mass spectrometric (MS) detection. We further explored and adapted the chromatographic buffer system to expand the application range. Moreover, we observed no salt adducts on the native protein, also supported by the optimal choice of MS parameters, resulting in increased data quality and mass accuracy. Here, we demonstrate the utility of this improved method by performing an in-depth analysis of adalimumab before and after forced degradation. By combining molecular mass and retention time information, we were able to identify multiple modifications on adalimumab, including lysine truncation, glycation, deamidation, succinimide formation, isomerisation, N-terminal aspartic acid loss or C-terminal proline amidation and fragmentation along with the N-glycan distribution of each of these identified proteoforms. Host cell protein (HCP) analysis was performed using liquid chromatography-mass spectrometry that verified the presence of the protease Cathepsin L. Based on the presence of trace HCPs with catalytic activity, it can be questioned if fragmentation is solely driven by spontaneous hydrolysis or possibly also by enzymatic degradation.
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Affiliation(s)
- Florian Füssl
- a Characterisation and Comparability Lab , NIBRT - The National Institute for Bioprocessing Research and Training , Co , Dublin , Ireland
| | - Anne Trappe
- a Characterisation and Comparability Lab , NIBRT - The National Institute for Bioprocessing Research and Training , Co , Dublin , Ireland.,b School of Biotechnology , Dublin City University , Dublin 9 , Ireland
| | - Ken Cook
- c Thermo Fisher Scientific , Hemel Hempstead , UK
| | | | - Oliver Fitzgerald
- e St. Vincent's University Hospital , Dublin 4 , Ireland.,f Conway Institute of Biomolecular and Biomedical Research , University College Dublin , Dublin 4 , Ireland
| | - Jonathan Bones
- a Characterisation and Comparability Lab , NIBRT - The National Institute for Bioprocessing Research and Training , Co , Dublin , Ireland.,g School of Chemical and Bioprocess Engineering, University College Dublin , Dublin 4 , Ireland
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45
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Liu X, Zhu X, Zhu H, Xie L, Ma J, Xu Y, Zhou Q, Wu Z, Cai B. Simultaneous Quantification of Six Bioactive Components in Decoction of Ziziphi spinosae Semen Using Ultrahigh Performance Liquid Chromatography Coupled with Triple-Quadrupole Mass Spectrometry. JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY 2018; 2018:8397818. [PMID: 30515344 PMCID: PMC6236525 DOI: 10.1155/2018/8397818] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 09/05/2018] [Indexed: 06/09/2023]
Abstract
This paper was conducted to develop a method containing ultrahigh performance liquid chromatography coupled with triple-quadrupole tandem mass spectrometry for simultaneous quantification of six bioactive components in the decoction of Ziziphi spinosae Semen. Analysis was performed on an Agilent ZORBAX Extend-C18 column (2.1 × 100 mm, 1.8 μm) and eluted with a mobile phase system consisting of acetonitrile and water under a gradient program with a flow rate of 0.3 ml/min. The injection volume was 2 μl. Multiple-reaction monitoring scanning detection was employed for quantification with an electrospray ion source in the negative ion mode. All the six compounds showed good linearities (r ≥ 0.9996). The LODs of the six bioactive compounds were 0.039 ng/ml, 0.092 ng/ml, 3.112 ng/ml, 2.131 ng/ml, 0.099 ng/ml, and 0.071 ng/ml for spinosin, 6‴-feruloylspinosin, jujuboside A, jujuboside B, camelliaside B, and betulinic acid, respectively. The LOQs were 0.118 ng/ml, 0.276 ng/ml, 9.336 ng/ml, 6.393 ng/ml, 0.299 ng/ml, and 0.213 ng/ml for spinosin, 6‴-feruloylspinosin, jujuboside A, jujuboside B, camelliaside B, and betulinic acid, respectively. According to our knowledge, it was the first time to establish a method with high efficiency and accuracy for the quantification of six bioactive components in the decoction of Ziziphi spinosae Semen, which would provide references for quality control and evaluation of Ziziphi spinosae Semen.
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Affiliation(s)
- Xiao Liu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Xiaochai Zhu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Hui Zhu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Li Xie
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Jia Ma
- Fushun Central Hospital, Fushun, China
| | | | - Qigang Zhou
- Department of Pharmacology, Pharmacy College, Nanjing Medical University, Nanjing, China
| | - Zejun Wu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
| | - Baochang Cai
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing, China
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Lakayan D, Haselberg R, Gahoual R, Somsen GW, Kool J. Affinity profiling of monoclonal antibody and antibody-drug-conjugate preparations by coupled liquid chromatography-surface plasmon resonance biosensing. Anal Bioanal Chem 2018; 410:7837-7848. [PMID: 30328504 PMCID: PMC6244757 DOI: 10.1007/s00216-018-1414-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 09/03/2018] [Accepted: 10/01/2018] [Indexed: 01/21/2023]
Abstract
Monoclonal antibodies (mAbs) and antibody-drug conjugates (ADCs) are highly potent biopharmaceuticals designed for targeted cancer therapies. mAbs and ADCs can undergo modifications during production and storage which may affect binding to target receptors, potentially altering drug efficacy. In this work, liquid chromatography was coupled online to surface plasmon resonance (LC-SPR) to allow label-free affinity evaluation of mAb and ADC sample constituents (size and charge variants), under near-native conditions. Trastuzumab and its ADC trastuzumab emtansine (T-DM1) were used as a test sample and were analyzed by aqueous size-exclusion chromatography (SEC)-SPR before and after exposure to aggregate-inducing conditions. SEC-SPR allowed separation of the formed aggregates and measurement of their affinity towards the ligand-binding domain of the human epidermal growth factor receptor 2 (HER2) receptor immobilized on the surface of the SPR sensor chip. The monomer and aggregates of the mAb and ADC were shown to have similar antigen affinity. Conjugation of drugs to trastuzumab appeared to accelerate the aggregate formation. In addition, cation-exchange chromatography (CEX) was coupled to SPR enabling monitoring the maximum ligand-analyte binding capacity (Rmax) of individual charge variants present in mAbs. Deamidated species and lysine variants in trastuzumab sample were separated but did not show different binding affinities to the immobilized HER2-binding domain. In order to allow protein variant assignment, parallel MS detection was added to the LC-SPR setup using a column effluent split. The feasibility of the LC-MS/SPR system was demonstrated by analysis of trastuzumab and T-DM1 providing information on antibody glycoforms and/or determination of the drug-to-antibody ratio (DAR), while simultaneously monitoring binding of eluting species to HER2. ᅟ ![]()
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Affiliation(s)
- Dina Lakayan
- Division of Bioanalytical Chemistry, Amsterdam Institute for Molecules, Medicines and Systems, Department of Chemistry and Pharmaceutical Sciences, Faculty of Science, Vrije Universiteit, De Boelelaan 1085, 1081 HV, Amsterdam, The Netherlands.,TI-COAST, Science Park 904, 1098 XH, Amsterdam, The Netherlands
| | - Rob Haselberg
- Division of Bioanalytical Chemistry, Amsterdam Institute for Molecules, Medicines and Systems, Department of Chemistry and Pharmaceutical Sciences, Faculty of Science, Vrije Universiteit, De Boelelaan 1085, 1081 HV, Amsterdam, The Netherlands
| | - Rabah Gahoual
- Division of Bioanalytical Chemistry, Amsterdam Institute for Molecules, Medicines and Systems, Department of Chemistry and Pharmaceutical Sciences, Faculty of Science, Vrije Universiteit, De Boelelaan 1085, 1081 HV, Amsterdam, The Netherlands.,Unité de Technologies Chimiques et Biologiques pour la Santé, Faculté de Pharmacie, Université Paris Descartes, 4 avenue de l'observatoire, 75270, Paris Cedex 06, France
| | - Govert W Somsen
- Division of Bioanalytical Chemistry, Amsterdam Institute for Molecules, Medicines and Systems, Department of Chemistry and Pharmaceutical Sciences, Faculty of Science, Vrije Universiteit, De Boelelaan 1085, 1081 HV, Amsterdam, The Netherlands
| | - Jeroen Kool
- Division of Bioanalytical Chemistry, Amsterdam Institute for Molecules, Medicines and Systems, Department of Chemistry and Pharmaceutical Sciences, Faculty of Science, Vrije Universiteit, De Boelelaan 1085, 1081 HV, Amsterdam, The Netherlands.
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47
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Stoll DR, Harmes DC, Staples GO, Potter OG, Dammann CT, Guillarme D, Beck A. Development of Comprehensive Online Two-Dimensional Liquid Chromatography/Mass Spectrometry Using Hydrophilic Interaction and Reversed-Phase Separations for Rapid and Deep Profiling of Therapeutic Antibodies. Anal Chem 2018; 90:5923-5929. [DOI: 10.1021/acs.analchem.8b00776] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Dwight R. Stoll
- Department of Chemistry, Gustavus Adolphus College, St. Peter, Minnesota 56082, United States
| | - David C. Harmes
- Department of Chemistry, Gustavus Adolphus College, St. Peter, Minnesota 56082, United States
| | | | - Oscar G. Potter
- Agilent Technologies, Santa Clara, California 95051, United States
| | - Carston T. Dammann
- Department of Chemistry, Gustavus Adolphus College, St. Peter, Minnesota 56082, United States
| | - Davy Guillarme
- School of Pharmaceutical
Sciences, University of Geneva and University of Lausanne, Rue Michel Servet 1, 1206 Geneva 4, Switzerland
| | - Alain Beck
- Institut de Recherche Pierre Fabre, Center of Immunology, Pierre Fabre, 5, Avenue Napoléon III, BP 60497, 74160 Saint-Julien-en-Genevois, France
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