1
|
Afzal MA, Bhojane PP, Rathore AS. A simple, rapid, and robust "on-the-go" identity testing of biotherapeutics using FTIR spectroscopy. Electrophoresis 2021; 42:1655-1664. [PMID: 34021613 DOI: 10.1002/elps.202100045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 04/13/2021] [Accepted: 05/12/2021] [Indexed: 11/11/2022]
Abstract
The stunning rise of biotherapeutics as successful treatments of complex and hard-to-treat diseases, in particular cancer, has necessitated the development of a rapid analytical method capable of differentiating these otherwise significantly similar antibody-based products. The existing methods for product identification pose significant drawbacks in terms of the consumption of time and labor. Here, we present an FTIR spectroscopy-based simple, rapid, and robust method that is capable of differentiating between the biotherapeutics (both innovator products and biosimilars). The proposed approach uses partial least-squares-discriminant analysis to pinpoint subtle differences in the FTIR spectra of the samples, enabling us to not only identify the product but also calculate its concentration. This FTIR-based method can be used to fulfill the identity testing requirement of a pharmaceutical drug in its final packaged form set by the US Food and Drug Administration. Along with this, identity testing can also be deployed at multiple steps in the manufacturing process and can also be used by the appropriate regulatory or government agency for tackling counterfeits of biotherapeutic products.
Collapse
Affiliation(s)
- Mohammad A Afzal
- Department of Chemical Engineering, Centre of Excellence for Biopharmaceutical Technology, Indian Institute of Technology Delhi, New Delhi, India
| | - Purva P Bhojane
- Department of Chemical Engineering, Centre of Excellence for Biopharmaceutical Technology, Indian Institute of Technology Delhi, New Delhi, India
| | - Anurag S Rathore
- Department of Chemical Engineering, Centre of Excellence for Biopharmaceutical Technology, Indian Institute of Technology Delhi, New Delhi, India
| |
Collapse
|
2
|
Thomas SL, Thacker JB, Schug KA, Maráková K. Sample preparation and fractionation techniques for intact proteins for mass spectrometric analysis. J Sep Sci 2020; 44:211-246. [DOI: 10.1002/jssc.202000936] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/28/2020] [Accepted: 10/29/2020] [Indexed: 12/17/2022]
Affiliation(s)
- Shannon L. Thomas
- Department of Chemistry & Biochemistry The University of Texas Arlington Arlington Texas USA
| | - Jonathan B. Thacker
- Department of Chemistry & Biochemistry The University of Texas Arlington Arlington Texas USA
| | - Kevin A. Schug
- Department of Chemistry & Biochemistry The University of Texas Arlington Arlington Texas USA
| | - Katarína Maráková
- Department of Pharmaceutical Analysis and Nuclear Pharmacy Faculty of Pharmacy Comenius University in Bratislava Bratislava Slovakia
| |
Collapse
|
3
|
Wang L, Trang HK, Desai J, Dunn ZD, Richardson DD, Marcus RK. Fiber-based HIC capture loop for coupling of protein A and size exclusion chromatography in a two-dimensional separation of monoclonal antibodies. Anal Chim Acta 2020; 1098:190-200. [DOI: 10.1016/j.aca.2019.11.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 11/05/2019] [Accepted: 11/08/2019] [Indexed: 11/28/2022]
|
4
|
Wang J, Zhang W, Salter R, Lim HK. Reductive Desulfuration as an Important Tool in Detection of Small Molecule Modifications to Payload of Antibody Drug Conjugates. Anal Chem 2019; 91:2368-2375. [DOI: 10.1021/acs.analchem.8b05134] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Jianyao Wang
- Department of Drug Metabolism and Pharmacokinetics, Janssen Research & Development, Welsh & McKean Roads, Spring House, Pennsylvania 19477, United States
| | - Wei Zhang
- Department of Drug Metabolism and Pharmacokinetics, Janssen Research & Development, Welsh & McKean Roads, Spring House, Pennsylvania 19477, United States
| | - Rhys Salter
- Department of Drug Metabolism and Pharmacokinetics, Janssen Research & Development, Welsh & McKean Roads, Spring House, Pennsylvania 19477, United States
| | - Heng-Keang Lim
- Department of Drug Metabolism and Pharmacokinetics, Janssen Research & Development, Welsh & McKean Roads, Spring House, Pennsylvania 19477, United States
| |
Collapse
|
5
|
Jin Y, Lin Z, Xu Q, Fu C, Zhang Z, Zhang Q, Pritts WA, Ge Y. Comprehensive characterization of monoclonal antibody by Fourier transform ion cyclotron resonance mass spectrometry. MAbs 2019; 11:106-115. [PMID: 30230956 PMCID: PMC6343775 DOI: 10.1080/19420862.2018.1525253] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Revised: 09/05/2018] [Accepted: 09/12/2018] [Indexed: 12/14/2022] Open
Abstract
The pharmaceutical industry's interest in monoclonal antibodies (mAbs) and their derivatives has spurred rapid growth in the commercial and clinical pipeline of these effective therapeutics. The complex micro-heterogeneity of mAbs requires in-depth structural characterization for critical quality attribute assessment and quality assurance. Currently, mass spectrometry (MS)-based methods are the gold standard in mAb analysis, primarily with a bottom-up approach in which immunoglobulins G (IgGs) and their variants are digested into peptides to facilitate the analysis. Comprehensive characterization of IgGs and the micro-variants remains challenging at the proteoform level. Here, we used both top-down and middle-down MS for in-depth characterization of a human IgG1 using ultra-high resolution Fourier transform MS. Our top-down MS analysis provided characteristic fingerprinting of the IgG1 proteoforms at unit mass resolution. Subsequently, the tandem MS analysis of intact IgG1 enabled the detailed sequence characterization of a representative IgG1 proteoform at the intact protein level. Moreover, we used the middle-down MS analysis to characterize the primary glycoforms and micro-variants. Micro-variants such as low-abundance glycoforms, C-terminal glycine clipping, and C-terminal proline amidation were characterized with bond cleavages higher than 44% at the subunit level. By combining top-down and middle-down analysis, 76% of bond cleavage (509/666 amino acid bond cleaved) of IgG1 was achieved. Taken together, we demonstrated the combination of top-down and middle-down MS as powerful tools in the comprehensive characterization of mAbs.
Collapse
Affiliation(s)
- Yutong Jin
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Ziqing Lin
- Human Proteomics Program, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Qingge Xu
- Human Proteomics Program, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Cexiong Fu
- Process Analytical, AbbVie Inc, North Chicago, Illinois, USA
| | - Zhaorui Zhang
- Process Analytical, AbbVie Inc, North Chicago, Illinois, USA
| | - Qunying Zhang
- Process Analytical, AbbVie Inc, North Chicago, Illinois, USA
| | - Wayne A. Pritts
- Process Analytical, AbbVie Inc, North Chicago, Illinois, USA
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Human Proteomics Program, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Cell and Regenerative Biology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| |
Collapse
|
6
|
Gstöttner C, Klemm D, Haberger M, Bathke A, Wegele H, Bell C, Kopf R. Fast and Automated Characterization of Antibody Variants with 4D HPLC/MS. Anal Chem 2018; 90:2119-2125. [DOI: 10.1021/acs.analchem.7b04372] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
| | - Denis Klemm
- F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Markus Haberger
- Roche Diagnostics GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Anja Bathke
- F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Harald Wegele
- Roche Diagnostics GmbH, Nonnenwald 2, 82377 Penzberg, Germany
| | - Christian Bell
- F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
| | - Robert Kopf
- F. Hoffmann-La Roche, Grenzacherstrasse 124, 4070 Basel, Switzerland
| |
Collapse
|
7
|
Nupur N, Chhabra N, Dash R, Rathore AS. Assessment of structural and functional similarity of biosimilar products: Rituximab as a case study. MAbs 2017; 10:143-158. [PMID: 29200314 DOI: 10.1080/19420862.2017.1402996] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
Biosimilars are products that are similar in terms of quality, safety, and efficacy to an already licensed reference/ innovator product and are expected to offer improved affordability. The most significant source of reduction in the cost of development of a biosimilar is the reduced clinical examination that it is expected to undergo as compared to the innovator product. However, this clinical relief is predicated on the assumption that there is analytical similarity between the biosimilar and the innovator product. As a result, establishing analytical similarity is arguably the most important step towards successful development of a biosimilar. Here, we present results from an analytical similarity exercise that was performed with five biosimilars of rituximab (Ristova®, Roche), a chimeric mouse/ human monoclonal antibody biotherapeutic, that are available on the Indian market. The results show that, while the biosimilars exhibited similarity with respect to protein structure and function, there were significant differences with respect to size heterogeneity, charge heterogeneity and glycosylation pattern.
Collapse
Affiliation(s)
- Neh Nupur
- a Department of Chemical Engineering , Indian Institute of Technology , Hauz Khas, New Delhi , India
| | - Nidhi Chhabra
- a Department of Chemical Engineering , Indian Institute of Technology , Hauz Khas, New Delhi , India
| | - Rozaleen Dash
- a Department of Chemical Engineering , Indian Institute of Technology , Hauz Khas, New Delhi , India
| | - Anurag S Rathore
- a Department of Chemical Engineering , Indian Institute of Technology , Hauz Khas, New Delhi , India
| |
Collapse
|
8
|
2D-LC as an on-line desalting tool allowing peptide identification directly from MS unfriendly HPLC methods. J Pharm Biomed Anal 2017; 137:139-145. [DOI: 10.1016/j.jpba.2016.11.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 10/20/2016] [Accepted: 11/09/2016] [Indexed: 11/20/2022]
|
9
|
Automated 2D-HPLC method for characterization of protein aggregation with in-line fraction collection device. J Chromatogr B Analyt Technol Biomed Life Sci 2017; 1046:122-130. [DOI: 10.1016/j.jchromb.2017.01.021] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Revised: 01/06/2017] [Accepted: 01/15/2017] [Indexed: 11/22/2022]
|
10
|
Parr MK, Montacir O, Montacir H. Physicochemical characterization of biopharmaceuticals. J Pharm Biomed Anal 2016; 130:366-389. [DOI: 10.1016/j.jpba.2016.05.028] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2016] [Revised: 05/16/2016] [Accepted: 05/17/2016] [Indexed: 12/26/2022]
|
11
|
Sorensen M, Harmes DC, Stoll DR, Staples GO, Fekete S, Guillarme D, Beck A. Comparison of originator and biosimilar therapeutic monoclonal antibodies using comprehensive two-dimensional liquid chromatography coupled with time-of-flight mass spectrometry. MAbs 2016; 8:1224-1234. [PMID: 27362833 DOI: 10.1080/19420862.2016.1203497] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
As research, development, and manufacturing of biosimilar protein therapeutics proliferates, there is great interest in the continued development of a portfolio of complementary analytical methods that can be used to efficiently and effectively characterize biosimilar candidate materials relative to the respective reference (i.e., originator) molecule. Liquid phase separation techniques such as liquid chromatography and capillary electrophoresis are powerful tools that can provide both qualitative and quantitative information about similarities and differences between reference and biosimilar materials, especially when coupled with mass spectrometry. However, the inherent complexity of these protein materials challenges even the most modern one-dimensional (1D) separation methods. Two-dimensional (2D) separations present a number of potential advantages over 1D methods, including increased peak capacity, 2D peak patterns that can facilitate unknown identification, and improvement in the compatibility of some separation methods with mass spectrometry. In this study, we demonstrate the use of comprehensive 2D-LC separations involving cation-exchange (CEX) and reversed-phase (RP) separations in the first and second dimensions to compare 3 reference/biosimilar pairs of monoclonal antibodies (cetuximab, trastuzumab and infliximab) that cover a range of similarity/disimilarity in a middle-up approach. The second dimension RP separations are coupled to time-of-flight mass spectrometry, which enables direct identification of features in the chromatograms obtained from mAbs digested with the IdeS enzyme, or digestion with IdeS followed by reduction with dithiothreitol. As many as 23 chemically unique mAb fragments were detected in a single sample. Our results demonstrate that these rich datasets enable facile assesment of the degree of similarity between reference and biosimilar materials.
Collapse
Affiliation(s)
- Matthew Sorensen
- a Gustavus Adolphus College , Department of Chemistry , St. Peter , MN , USA
| | - David C Harmes
- a Gustavus Adolphus College , Department of Chemistry , St. Peter , MN , USA
| | - Dwight R Stoll
- a Gustavus Adolphus College , Department of Chemistry , St. Peter , MN , USA
| | | | - Szabolcs Fekete
- c School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Boulevard d'Yvoy , Geneva , Switzerland
| | - Davy Guillarme
- c School of Pharmaceutical Sciences, University of Geneva, University of Lausanne, Boulevard d'Yvoy , Geneva , Switzerland
| | - Alain Beck
- d Center of Immunology Pierre Fabre , Saint-Julien-en-Genevois , France
| |
Collapse
|
12
|
Stoll D, Danforth J, Zhang K, Beck A. Characterization of therapeutic antibodies and related products by two-dimensional liquid chromatography coupled with UV absorbance and mass spectrometric detection. J Chromatogr B Analyt Technol Biomed Life Sci 2016; 1032:51-60. [PMID: 27267072 DOI: 10.1016/j.jchromb.2016.05.029] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Revised: 05/14/2016] [Accepted: 05/20/2016] [Indexed: 01/08/2023]
Abstract
The development of analytical tools for the characterization of large biomolecules is an emerging and rapidly evolving area. This development activity is motivated largely by the current trend involving the increase in development and use of large biomolecules for therapeutic uses. Given the inherent complexity of these biomolecules, which arises from their sheer size and possibilities for chemical modification as well as changes over time (e.g., through modification in solution, aggregation), two-dimensional liquid chromatography (2D-LC) has attracted considerable interest as an analytical tool to address the challenges faced in characterizing these materials. The immediate potential benefits of 2D-LC over conventional one-dimensional liquid chromatography in this context include: (1) higher overall resolving power; (2) complementary information gained from two dimensions of separation in a single analysis; and (3) enabling indirect coupling of separation modes that are inherently incompatible with mass spectrometric (MS) detection (e.g., ion-exchange, because of high-salt eluents) to MS through a more compatible second dimension separation such as reversed-phase LC. In this review we summarize the work in this area, most of which has occurred in the past five years. Although the future is bright for further development in this area, some challenges have already been addressed through new 2D-LC methods. These include: (1) deep characterization of monoclonal antibodies to understand charge heterogeneity, glycosylation patterns, and other modifications; (2) characterization of antibody-drug conjugates to understand the extent and localization of small molecule conjugation; (3) detailed study of excipients in protein drug formulations; and (4) detection of host-cell proteins on biotherapeutic molecule preparations. We fully expect that in the near future we will see this list expanded, and that continued development will lead to methods with further improved performance metrics.
Collapse
Affiliation(s)
- Dwight Stoll
- Gustavus Adolphus College, Department of Chemistry, St. Peter, MN, USA.
| | - John Danforth
- Gustavus Adolphus College, Department of Chemistry, St. Peter, MN, USA
| | - Kelly Zhang
- Genentech, 1 DNA Way, South San Francisco, CA 94080, USA
| | - Alain Beck
- Center of Immunology Pierre Fabre, 5 Avenue Napoléon III, BP 60497, 74160 Saint-Julien-en-Genevois, France
| |
Collapse
|
13
|
Patrie SM. Top-Down Mass Spectrometry: Proteomics to Proteoforms. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 919:171-200. [PMID: 27975217 DOI: 10.1007/978-3-319-41448-5_8] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
This chapter highlights many of the fundamental concepts and technologies in the field of top-down mass spectrometry (TDMS), and provides numerous examples of contributions that TD is making in biology, biophysics, and clinical investigations. TD workflows include variegated steps that may include non-specific or targeted preparative strategies, orthogonal liquid chromatography techniques, analyte ionization, mass analysis, tandem mass spectrometry (MS/MS) and informatics procedures. This diversity of experimental designs has evolved to manage the large dynamic range of protein expression and diverse physiochemical properties of proteins in proteome investigations, tackle proteoform microheterogeneity, as well as determine structure and composition of gas-phase proteins and protein assemblies.
Collapse
Affiliation(s)
- Steven M Patrie
- Computational and Systems Biology & Biomedical Engineering Graduate Programs, University of Texas Southwestern Medical Center, Dallas, TX, USA. .,Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX, USA. .,Department of Bioengineering, University of Texas at Dallas, Richardson, TX, USA.
| |
Collapse
|
14
|
Abstract
This article summarizes the most important developments in the use of 2D-LC for bioanalysis in the last 5 years. While several interesting and powerful applications have been developed recently, this work has been supported by continued, significant development of theoretical concepts, instrument development and practical aspects of method development. Some of the most exciting applications have been focused on the use of 2D-LC and characterize proteins both as biotherapeutic drug substances, and in formulations. These materials are inherently complex, difficult to resolve chromatographically and present problems that are essentially unknown (e.g., aggregation) in the small molecule world, thus 2D-LC can be leveraged very effectively to address these challenges.
Collapse
|
15
|
Stoll DR, Harmes DC, Danforth J, Wagner E, Guillarme D, Fekete S, Beck A. Direct Identification of Rituximab Main Isoforms and Subunit Analysis by Online Selective Comprehensive Two-Dimensional Liquid Chromatography–Mass Spectrometry. Anal Chem 2015; 87:8307-15. [DOI: 10.1021/acs.analchem.5b01578] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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
| | - John Danforth
- Department
of Chemistry, Gustavus Adolphus College, St. Peter, Minnesota 56082, United States
| | - Elsa Wagner
- Center
of Immunology
Pierre Fabre, 5, Avenue Napoléon
III, BP 60497, 74160 Saint-Julien-en-Genevois, France
| | - Davy Guillarme
- School
of Pharmaceutical Sciences University of Geneva, University of Lausanne, Boulevard d’Yvoy 20, 1211 Geneva 4, Switzerland
| | - Szabolcs Fekete
- School
of Pharmaceutical Sciences University of Geneva, University of Lausanne, Boulevard d’Yvoy 20, 1211 Geneva 4, Switzerland
| | - Alain Beck
- Center
of Immunology
Pierre Fabre, 5, Avenue Napoléon
III, BP 60497, 74160 Saint-Julien-en-Genevois, France
| |
Collapse
|
16
|
Prentice KM, Wallace A, Eakin CM. Inline Protein A Mass Spectrometry for Characterization of Monoclonal Antibodies. Anal Chem 2015; 87:2023-8. [PMID: 25647041 DOI: 10.1021/ac504502e] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- Kenneth M. Prentice
- Department of Analytical
Sciences, Amgen Inc., 1201 Amgen Court West, Seattle, Washington 98119, United States
| | - Alison Wallace
- Department of Analytical
Sciences, Amgen Inc., 1201 Amgen Court West, Seattle, Washington 98119, United States
| | - Catherine M. Eakin
- Department of Analytical
Sciences, Amgen Inc., 1201 Amgen Court West, Seattle, Washington 98119, United States
| |
Collapse
|
17
|
Razinkov VI, Treuheit MJ, Becker GW. Accelerated formulation development of monoclonal antibodies (mAbs) and mAb-based modalities: review of methods and tools. ACTA ACUST UNITED AC 2015; 20:468-83. [PMID: 25576149 DOI: 10.1177/1087057114565593] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
More therapeutic monoclonal antibodies and antibody-based modalities are in development today than ever before, and a faster and more accurate drug discovery process will ensure that the number of candidates coming to the biopharmaceutical pipeline will increase in the future. The process of drug product development and, specifically, formulation development is a critical bottleneck on the way from candidate selection to fully commercialized medicines. This article reviews the latest advances in methods of formulation screening, which allow not only the high-throughput selection of the most suitable formulation but also the prediction of stability properties under manufacturing and long-term storage conditions. We describe how the combination of automation technologies and high-throughput assays creates the opportunity to streamline the formulation development process starting from early preformulation screening through to commercial formulation development. The application of quality by design (QbD) concepts and modern statistical tools are also shown here to be very effective in accelerated formulation development of both typical antibodies and complex modalities derived from them.
Collapse
|
18
|
Wang D, Wynne C, Gu F, Becker C, Zhao J, Mueller HM, Li H, Shameem M, Liu YH. Characterization of Drug-Product-Related Impurities and Variants of a Therapeutic Monoclonal Antibody by Higher Energy C-Trap Dissociation Mass Spectrometry. Anal Chem 2015; 87:914-21. [DOI: 10.1021/ac503158g] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Deyun Wang
- Eurofins-Lancaster Laboratories Inc., 2425
New Holland Pike, Lancaster, Pennsylvania 17601, United States
| | - Colin Wynne
- Eurofins-Lancaster Laboratories Inc., 2425
New Holland Pike, Lancaster, Pennsylvania 17601, United States
| | - Flora Gu
- Protein
Mass Spectrometry, Sterile Product and Analytical Development, Bioprocess
Development, Merck Research Laboratories, 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Chris Becker
- Protein Metrics Inc., 1622 San
Carlos Avenue, Suite C, San Carlos, California 94070, United States
| | - Jia Zhao
- Protein
Mass Spectrometry, Sterile Product and Analytical Development, Bioprocess
Development, Merck Research Laboratories, 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Hans-Martin Mueller
- Protein
Mass Spectrometry, Sterile Product and Analytical Development, Bioprocess
Development, Merck Research Laboratories, 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Huijuan Li
- Protein
Mass Spectrometry, Sterile Product and Analytical Development, Bioprocess
Development, Merck Research Laboratories, 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Mohammed Shameem
- Protein
Mass Spectrometry, Sterile Product and Analytical Development, Bioprocess
Development, Merck Research Laboratories, 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Yan-Hui Liu
- Protein
Mass Spectrometry, Sterile Product and Analytical Development, Bioprocess
Development, Merck Research Laboratories, 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| |
Collapse
|
19
|
Gronemeyer P, Ditz R, Strube J. Trends in Upstream and Downstream Process Development for Antibody Manufacturing. Bioengineering (Basel) 2014; 1:188-212. [PMID: 28955024 DOI: 10.3390/bioengineering1040188] [Citation(s) in RCA: 182] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2014] [Revised: 09/12/2014] [Accepted: 09/29/2014] [Indexed: 01/08/2023] Open
Abstract
A steady increase of product titers and the corresponding change in impurity composition represent a challenge for development and optimization of antibody production processes. Additionally, increasing demands on product quality result in higher complexity of processes and analytics, thereby increasing the costs for product work-up. Concentration and composition of impurities are critical for efficient process development. These impurities can show significant variations, which primarily depend on culture conditions. They have a major impact on the work-up strategy and costs. The resulting "bottleneck" in downstream processing requires new optimization, technology and development approaches. These include the optimization and adaptation of existing unit operations respective to the new separation task, the assessment of alternative separation technologies and the search for new methods in process development. This review presents an overview of existing methods for process optimization and integration and indicates new approaches for future developments.
Collapse
Affiliation(s)
- Petra Gronemeyer
- Institute for Separation and Process Technology, Clausthal University of Technology, Leibnizstraße 15, D-38678 Clausthal-Zellerfeld, Germany.
| | - Reinhard Ditz
- Institute for Separation and Process Technology, Clausthal University of Technology, Leibnizstraße 15, D-38678 Clausthal-Zellerfeld, Germany.
| | - Jochen Strube
- Institute for Separation and Process Technology, Clausthal University of Technology, Leibnizstraße 15, D-38678 Clausthal-Zellerfeld, Germany.
| |
Collapse
|
20
|
Xu CF, Zang L, Weiskopf A. Size-exclusion chromatography-mass spectrometry with m-nitrobenzyl alcohol as post-column additive for direct characterization of size variants of monoclonal antibodies. J Chromatogr B Analyt Technol Biomed Life Sci 2014; 960:230-8. [DOI: 10.1016/j.jchromb.2014.04.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2013] [Revised: 03/07/2014] [Accepted: 04/10/2014] [Indexed: 01/30/2023]
|
21
|
Nicolardi S, Deelder AM, Palmblad M, van der Burgt YEM. Structural analysis of an intact monoclonal antibody by online electrochemical reduction of disulfide bonds and Fourier transform ion cyclotron resonance mass spectrometry. Anal Chem 2014; 86:5376-82. [PMID: 24780057 DOI: 10.1021/ac500383c] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Structural confirmation and quality control of recombinant monoclonal antibodies (mAbs) by top-down mass spectrometry is still challenging due to the size of the proteins, disulfide content, and post-translational modifications such as glycosylation. In this study we have applied electrochemistry (EC) to overcome disulfide bridge complexity in top-down analysis of mAbs. To this end, an electrochemical cell was coupled directly to an electrospray ionization (ESI) source and a Fourier transform ion cyclotron resonance (FTICR) mass spectrometer (MS) equipped with a 15 T magnet. By performing online EC-assisted reduction of interchain disulfide bonds in an intact mAb, the released light chains could be selected for tandem mass spectrometry (MS/MS) analysis without interference from heavy-chain fragments. Moreover, the acquisition of full MS scans under denaturing conditions allowed profiling of all abundant mAb glycoforms. Ultrahigh-resolution FTICR-MS measurements provided fully resolved isotopic distributions of intact mAb and enabled the identification of the most abundant adducts and other interfering species. Furthermore, it was found that reduction of interchain disulfide bonds occurs in the ESI source dependent on capillary voltage and solvent composition. This phenomenon was systematically evaluated and compared with the results obtained from reduction in the electrochemical cell.
Collapse
Affiliation(s)
- Simone Nicolardi
- Center for Proteomics and Metabolomics, Leiden University Medical Center , Albinusdreef 2, 2300 RC Leiden, The Netherlands
| | | | | | | |
Collapse
|
22
|
Zhang J, Corbett JR, Plymire DA, Greenberg BM, Patrie SM. Proteoform analysis of lipocalin-type prostaglandinD-synthase from human cerebrospinal fluid by isoelectric focusing and superficially porous liquid chromatography with Fourier transform mass spectrometry. Proteomics 2014; 14:1223-31. [DOI: 10.1002/pmic.201300368] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2013] [Revised: 12/31/2013] [Accepted: 02/11/2014] [Indexed: 02/06/2023]
Affiliation(s)
- Junmei Zhang
- Department of Pathology; University of Texas Southwestern Medical Center; TX USA
| | - John R. Corbett
- Department of Bioengineering; University of Texas at Dallas; TX USA
| | - Daniel A. Plymire
- Department of Pathology; University of Texas Southwestern Medical Center; TX USA
| | | | - Steven M. Patrie
- Department of Pathology; University of Texas Southwestern Medical Center; TX USA
| |
Collapse
|
23
|
Sadavarte RH, Ghosh R. A Thermal-Cycling Method for Disaggregating Monoclonal Antibody Oligomers. J Pharm Sci 2014; 103:870-8. [DOI: 10.1002/jps.23863] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Revised: 12/07/2013] [Accepted: 12/20/2013] [Indexed: 11/10/2022]
|
24
|
|
25
|
Yu X, Warme C, Lee D, Zhang J, Zhong W. Characterization of a low-level unknown isomeric degradation product using an integrated online-offline top-down tandem mass spectrometry platform. Anal Chem 2013; 85:8964-7. [PMID: 24003984 DOI: 10.1021/ac401911n] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
An integrated online-offline platform was developed combining automated online LC-MS fraction collection, continuous accumulation of selected ions (CASI), and offline top-down electron capture dissociation (ECD) tandem mass spectrometry experiments to identify a low-level, unknown isomeric degradant in a formulated drug product during an accelerated stability study. By identifying the diagnostic ions of the isoaspartic acid (isoAsp), the top-down ECD experiment showed that the Asp9 in exenatide was converted to isoAsp9 to form the unknown isomeric degradant. The platform described here provides an accurate, straightforward, and low limit of detection method for the analysis of Asp isomerization as well as other potential low-level degradants in therapeutic polypeptides and proteins. It is especially useful for unstable and time-sensitive degradants and impurities.
Collapse
Affiliation(s)
- Xiang Yu
- Structure Elucidation Group, Global Process & Analytical Chemistry, Merck Research Laboratories , 556 Morris Ave., Summit, New Jersey 07901, United States
| | | | | | | | | |
Collapse
|
26
|
Holzmann J, Hausberger A, Rupprechter A, Toll H. Top-down MS for rapid methionine oxidation site assignment in filgrastim. Anal Bioanal Chem 2013; 405:6667-74. [PMID: 23831755 PMCID: PMC3730093 DOI: 10.1007/s00216-013-7138-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2013] [Revised: 06/07/2013] [Accepted: 06/10/2013] [Indexed: 11/30/2022]
Abstract
Protein therapeutics have emerged as a major new class of pharmaceuticals. One important shelf-life-limiting factor of biopharmaceuticals is methionine oxidation, and therefore, it is important that analytical methods are able to thoroughly characterize all possible oxidized variants. Here, we present a fast and sensitive method to perform online methionine oxidation site assignment using granulocyte colony-stimulating factor (filgrastim) as a model. The method is based on top-down MS using the all-ion fragmentation mode of the Exactive benchtop mass spectrometer. Conditions that provide information on the intact mass of the protein as well as on fragment ions that allow unambiguous site assignment of methionine oxidation in filgrastim variants as low as 0.12 % of total peak area in a chromatographic time scale were identified. Using this method, we performed methionine oxidation site assignment in H2O2-stressed filgrastim and in filgrastim which was stored at intended conditions, respectively. We show that the relative abundance of oxidation species observed in filgrastim stored under intended conditions differs strikingly from the oxidized species observed after H2O2 stress. Additionally, we report an oxidized filgrastim variant that has not been previously described in the literature. A top-down approach on an Exactive benchtop mass spectrometer in all-ion fragmentation mode is a highly attractive alternative to the traditional approach of isolation/bottom-up analysis for methionine oxidation site assignement in biopharmaceuticals. With a sensitivity as low as 0.12 % of total peak area and a throughput of about one sample per hour, the method is highly suitable for a thorough characterization of oxidized methionine residues ![]()
Collapse
|
27
|
Lamers CHJ, van Elzakker P, van Steenbergen SCL, Luider BA, Groot C, van Krimpen BA, Vulto A, Sleijfer S, Debets R, Gratama JW. Long-term stability of T-cell activation and transduction components critical to the processing of clinical batches of gene-engineered T cells. Cytotherapy 2013; 15:620-6. [PMID: 23388583 DOI: 10.1016/j.jcyt.2012.12.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2012] [Revised: 11/14/2012] [Accepted: 12/27/2012] [Indexed: 10/27/2022]
Abstract
BACKGROUND AIMS The generation of gene-modified T cells for clinical adoptive T-cell therapy is challenged by the potential instability and concomitant high financial costs of critical T-cell activation and transduction components. As part of a clinical trial to treat patients with metastatic renal cell cancer with autologous T cells engineered with a chimeric antigen receptor (CAR) recognizing carboxy-anhydrase-IX (CAIX), we evaluated functional stability of the retroviral vector, T-cell activation agent Orthoclone OKT3 (Janssen-Cilag, Beerse, Belgium) monoclonal antibody (mAb) and the transduction promoting agent RetroNectin (Takara, Otsu, Japan). METHODS Carboxy-anhydrase-IX chimeric antigen receptor retrovirus-containing culture supernatants (RTVsups) were generated from two packaging cell lines, Phoenix-Ampho (BioReliance, Sterling, UK) and PG13, and stored at -80°C over 10 years and 14 years. For Orthoclone OKT3 and RetroNectin, aliquots for single use were prepared and stored at -80°C. Transduction efficiencies of both batches of RTVsups were analyzed using the same lots of cryopreserved donor peripheral blood mononuclear cells, Orthoclone OKT3 and RetroNectin over time. RESULTS We revisit here an earlier report on the long-term functional stability of the RTVsup, observed to be 9 years, and demonstrate that this stability is at least 14 years. Also, we now demonstrate that Orthoclone OKT3 and RetroNectin are functionally stable for periods of at least 6 years and 10 years. CONCLUSIONS High-cost critical components for adoptive T-cell therapy can be preserved for ≥10 years when prepared in aliquots for single use and stored at -80°C. These findings may significantly facilitate, and decrease the financial risks of, clinical application of gene-modified T cells in multicenter studies.
Collapse
Affiliation(s)
- Cor H J Lamers
- Department of Medical Oncology, Erasmus University Medical Center-Daniel den Hoed Cancer Center, Rotterdam, The Netherlands.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
28
|
Bhattacharya SK. Recent advances in shotgun lipidomics and their implication for vision research and ophthalmology. Curr Eye Res 2013; 38:417-27. [PMID: 23330842 DOI: 10.3109/02713683.2012.760742] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
In the past decade, mass spectrometry (MS) has made tremendous advances toward the profiling and identification of lipids from biological samples. MS is attractive for the simplicity it offers toward total profiling of lipids, the identification and characterization of individual entities directly after extraction from complex biological mixtures utilizing an infusion mode. Fundamentally, two types of mass analyzers exist, depending upon whether the fragment ion resolution and analysis occurs in space domain or in time domain within the mass spectrometer. Compared to MS, chromatographic methods are cumbersome. Nuclear magnetic resonance, which provides unequivocal elucidation of structures, necessitates much higher absolute amount and demands purity of lipids. We present here an account of recent developments in class-specific lipid identification strategies, targeted and untargeted lipid analyses, identification and de novo structure elucidation using mass spectrometric and combinatorial chemical derivatization and MS. We have reviewed the strategies with emphasis for spatial domain fragment resolution mass analyzers enabling analysis of lipids in a class-specific manner. We also provide a brief account of database and bioinformatic tools that have been recently developed toward profiling, identification and quantification of lipids in complex biological mixtures.
Collapse
|
29
|
Beck A, Wagner-Rousset E, Ayoub D, Van Dorsselaer A, Sanglier-Cianférani S. Characterization of Therapeutic Antibodies and Related Products. Anal Chem 2012; 85:715-36. [DOI: 10.1021/ac3032355] [Citation(s) in RCA: 445] [Impact Index Per Article: 37.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Alain Beck
- Centre d’Immunologie Pierre Fabre (CIPF), 5 Av. Napoléon III, BP 60497, 74164 Saint-Julien-en-Genevois,
France
| | - Elsa Wagner-Rousset
- Centre d’Immunologie Pierre Fabre (CIPF), 5 Av. Napoléon III, BP 60497, 74164 Saint-Julien-en-Genevois,
France
| | - Daniel Ayoub
- Centre d’Immunologie Pierre Fabre (CIPF), 5 Av. Napoléon III, BP 60497, 74164 Saint-Julien-en-Genevois,
France
| | - Alain Van Dorsselaer
- Laboratoire de Spectrométrie
de Masse BioOrganique (LSMBO), Université de Strasbourg, IPHC, 25 rue Becquerel 67087, Strasbourg, France and CNRS, UMR7178, 67037 Strasbourg, France
| | - Sarah Sanglier-Cianférani
- Laboratoire de Spectrométrie
de Masse BioOrganique (LSMBO), Université de Strasbourg, IPHC, 25 rue Becquerel 67087, Strasbourg, France and CNRS, UMR7178, 67037 Strasbourg, France
| |
Collapse
|