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Watanabe H, Hayashida N, Sato M, Honda S. Biosensing-based quality control monitoring of the higher-order structures of therapeutic antibody domains. Anal Chim Acta 2024; 1303:342439. [PMID: 38609254 DOI: 10.1016/j.aca.2024.342439] [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: 11/06/2023] [Revised: 01/18/2024] [Accepted: 02/28/2024] [Indexed: 04/14/2024]
Abstract
Advanced biopharmaceutical manufacturing requires novel process analytical technologies for the rapid and sensitive assessment of the higher-order structures of therapeutic proteins. However, conventional physicochemical analyses of denatured proteins have limitations in terms of sensitivity, throughput, analytical resolution, and real-time monitoring capacity. Although probe-based sensing can overcome these limitations, typical non-specific probes lack analytical resolution and provide little to no information regarding which parts of the protein structure have been collapsed. To meet these analytical demands, we generated biosensing probes derived from artificial proteins that could specifically recognize the higher-order structural changes in antibodies at the protein domain level. Biopanning of phage-displayed protein libraries generated artificial proteins that bound to a denatured antibody domain, but not its natively folded structure, with nanomolar affinity. The protein probes not only recognized the higher-order structural changes in intact IgGs but also distinguished between the denatured antibody domains. These domain-specific probes were used to generate response contour plots to visualize the antibody denaturation caused by various process parameters, such as pH, temperature, and holding time for acid elution and virus inactivation. These protein probes can be combined with established analytical techniques, such as surface plasmon resonance for real-time monitoring or plate-based assays for high-throughput analysis, to aid in the development of new analytical technologies for the process optimization and monitoring of antibody manufacturing.
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Affiliation(s)
- Hideki Watanabe
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki, 305-8566, Japan
| | - Naoko Hayashida
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki, 305-8566, Japan; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba, 277-8562, Japan
| | - Megumi Sato
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki, 305-8566, Japan
| | - Shinya Honda
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki, 305-8566, Japan; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba, 277-8562, Japan.
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2
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Sarcina L, Scandurra C, Di Franco C, Caputo M, Catacchio M, Bollella P, Scamarcio G, Macchia E, Torsi L. A stable physisorbed layer of packed capture antibodies for high-performance sensing applications. JOURNAL OF MATERIALS CHEMISTRY. C 2023; 11:9093-9106. [PMID: 37457868 PMCID: PMC10341389 DOI: 10.1039/d3tc01123b] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 05/10/2023] [Indexed: 07/18/2023]
Abstract
Antibody physisorption at a solid interface is a very interesting phenomenon that has important effects on applications such as the development of novel biomaterials and the rational design and fabrication of high-performance biosensors. The strategy selected to immobilize biorecognition elements can determine the performance level of a device and one of the simplest approaches is physical adsorption, which is cost-effective, fast, and compatible with printing techniques as well as with green-chemistry processes. Despite its huge advantages, physisorption is very seldom adopted, as there is an ingrained belief that it does not lead to high performance because of its lack of uniformity and long-term stability, which, however, have never been systematically investigated, particularly for bilayers of capture antibodies. Herein, the homogeneity and stability of an antibody layer against SARS-CoV-2-Spike1 (S1) protein physisorbed onto a gold surface have been investigated by means of multi-parametric surface plasmon resonance (MP-SPR). A surface coverage density of capture antibodies as high as (1.50 ± 0.06) × 1012 molecules per cm-2 is measured, corresponding to a thickness of 12 ± 1 nm. This value is compatible with a single monolayer of homogeneously deposited antibodies. The effect of the ionic strength (is) of the antibody solution in controlling physisorption of the protein was thoroughly investigated, demonstrating an enhancement in surface coverage at lower ionic strength. An atomic force microscopy (AFM) investigation shows a globular structure attributed to is-related aggregations of antibodies. The long-term stability over two weeks of the physisorbed proteins was also assessed. High-performance sensing was proven by evaluating figures of merit, such as the limit of detection (2 nM) and the selectivity ratio between a negative control and the sensing experiment (0.04), which is the best reported performance for an SPR S1 protein assay. These figures of merit outmatch those measured with more sophisticated biofunctionalization procedures involving chemical bonding of the capture antibodies to the gold surface. The present study opens up interesting new pathways toward the achievement of a cost-effective and scalable biofunctionalization protocol, which could guarantee the prolonged stability of the biolayer and easy handling of the biosensing system.
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Affiliation(s)
- Lucia Sarcina
- Dipartimento di Chimica, Università degli Studi di Bari Aldo Moro, Via E. Orabona 4 70125 Bari Italy
| | - Cecilia Scandurra
- Dipartimento di Chimica, Università degli Studi di Bari Aldo Moro, Via E. Orabona 4 70125 Bari Italy
| | - Cinzia Di Franco
- CNR - Institute of Photonics and Nanotechnologies 70126 Bari Italy
| | - Mariapia Caputo
- Dipartimento di Farmacia-Scienze del Farmaco, Università degli Studi di Bari Aldo Moro 70126 Bari Italy
| | - Michele Catacchio
- Dipartimento di Farmacia-Scienze del Farmaco, Università degli Studi di Bari Aldo Moro 70126 Bari Italy
| | - Paolo Bollella
- Dipartimento di Chimica, Università degli Studi di Bari Aldo Moro, Via E. Orabona 4 70125 Bari Italy
- CSGI (Centre for Colloid and Surface Science), Via E. Orabona 4 70125 Bari Italy
| | - Gaetano Scamarcio
- Dipartimento Interateneo di Fisica "M. Merlin", Università degli Studi di Bari Aldo Moro 70126 Bari Italy
- CSGI (Centre for Colloid and Surface Science), Via E. Orabona 4 70125 Bari Italy
| | - Eleonora Macchia
- Dipartimento di Farmacia-Scienze del Farmaco, Università degli Studi di Bari Aldo Moro 70126 Bari Italy
- CSGI (Centre for Colloid and Surface Science), Via E. Orabona 4 70125 Bari Italy
- The Faculty of Science and Engineering, Åbo Akademi University 20500 Turku Finland
| | - Luisa Torsi
- Dipartimento di Chimica, Università degli Studi di Bari Aldo Moro, Via E. Orabona 4 70125 Bari Italy
- CSGI (Centre for Colloid and Surface Science), Via E. Orabona 4 70125 Bari Italy
- The Faculty of Science and Engineering, Åbo Akademi University 20500 Turku Finland
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3
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Sato Y, Nagatoishi S, Noguchi S, Tsumoto K. Raman Spectroscopic Analysis of Highly-Concentrated Antibodies under the Acid-Treated Conditions. Pharm Res 2023; 40:1853-1864. [PMID: 37160850 PMCID: PMC10421790 DOI: 10.1007/s11095-023-03526-9] [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: 03/01/2023] [Accepted: 04/19/2023] [Indexed: 05/11/2023]
Abstract
PURPOSE Antibody drugs are usually formulated as highly-concentrated solutions, which would easily generate aggregates, resulting in loss of efficacy. Although low pH increases the colloidal dispersion of antibodies, acid denaturation can be an issue. Therefore, knowing the physical properties at low pH under high concentration conditions is important. METHODS Raman spectroscopy was used to investigate pH-induced conformational changes of antibodies at 50 mg/ml. Experiments in pH 3 to 7 were performed for human serum IgG and recombinant rituximab. RESULTS We detected the evident changes at pH 3 in Tyr and Trp bands, which are the sensitive markers of intermolecular interactions. Thermal transition analysis over the pH range demonstrated that the thermal transition temperature (Tm) was highest at pH 3. Acid-treated and neutralized one showed higher Tm than that of pH 7, indicating that their extent of intermolecular interactions correlated with the Tm values. Onset temperature was clearly different between concentrated and diluted samples. Colloidal analyses confirmed the findings of the Raman analysis. CONCLUSION Our studies demonstrated the positive correlation between Raman analysis and colloidal information, validating as a method for evaluating antibody conformation associated with aggregation propensities.
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Affiliation(s)
- Yusui Sato
- Analytical Instruments R&D Division, HORIBA, Ltd., Kanda Awaji-cho 2-6, Chiyoda-ku, Tokyo, 101-0063, Japan
| | - Satoru Nagatoishi
- The Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan.
- Center for Drug Design Research, National Institutes of Biomedical Innovation, Health and Nutrition, 7-6-8 Saito-Asagi, Ibaraki City, Osaka, 567-0085, Japan.
| | - Shintaro Noguchi
- Bio·Life Science Center, HORIBA, Ltd., 2 Miyanohigashi, Kisshoin, Minami-ku, Kyoto, 601-8510, Japan
| | - Kouhei Tsumoto
- The Institute of Medical Science, The University of Tokyo, 4-6-1, Shirokanedai, Minato-ku, Tokyo, 108-8639, Japan.
- Center for Drug Design Research, National Institutes of Biomedical Innovation, Health and Nutrition, 7-6-8 Saito-Asagi, Ibaraki City, Osaka, 567-0085, Japan.
- Department of Bioengineering, School of Engineering, The University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-8656, Japan.
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4
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Imamura H, Ooishi A, Honda S. Getting Smaller by Denaturation: Acid-Induced Compaction of Antibodies. J Phys Chem Lett 2023; 14:3898-3906. [PMID: 37093025 PMCID: PMC10150727 DOI: 10.1021/acs.jpclett.3c00258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 04/07/2023] [Indexed: 05/03/2023]
Abstract
Protein denaturation is a ubiquitous process that occurs both in vitro and in vivo. While our molecular understanding of the denatured structures of proteins is limited, it is commonly accepted that the loss of unique intramolecular contacts makes proteins larger. Herein, we report compaction of the immunoglobulin G1 (IgG1) protein upon acid denaturation. Small-angle X-ray scattering coupled with size exclusion chromatography revealed that IgG1 radii of gyration at pH 2 were ∼75% of those at a neutral pH. Scattering profiles showed a compact globular shape, supported by analytical ultracentrifugation. The acid denaturation of proteins with a decrease in size is energetically costly, and acid-induced compaction requires an attractive force for domain reorientation. Such intramolecular aggregation may be widespread in immunoglobulin proteins as noncanonical structures. Herein, we discuss the potential biological significance of these noncanonical structures of antibodies.
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Affiliation(s)
- Hiroshi Imamura
- Biomedical
Research Institute, National Institute of
Advanced Industrial Science and Technology (AIST), 1-1-1, Higashi, Tsukuba, Ibaraki 305-8566, Japan
- Department
of Applied Chemistry, College of Life Sciences, Ritsumeikan University, 1-1-1 Noji-Higashi, Kusatsu, Shiga 525-8577, Japan
- Department
of Bio-Science, Nagahama Institute of Bio-Science
and Technology, 1266 Tamura, Nagahama, Shiga 526-0829, Japan
| | - Ayako Ooishi
- Biomedical
Research Institute, National Institute of
Advanced Industrial Science and Technology (AIST), 1-1-1, Higashi, Tsukuba, Ibaraki 305-8566, Japan
| | - Shinya Honda
- Biomedical
Research Institute, National Institute of
Advanced Industrial Science and Technology (AIST), 1-1-1, Higashi, Tsukuba, Ibaraki 305-8566, Japan
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5
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Nakayama T, Kobayashi K, Kameda T, Hase M, Hirano A. Protein's Protein Corona: Nanoscale Size Evolution of Human Immunoglobulin G Aggregates Induced by Serum Albumin. ACS APPLIED MATERIALS & INTERFACES 2022; 14:32937-32947. [PMID: 35822632 DOI: 10.1021/acsami.2c08271] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Nanoparticles are readily coated by proteins in biological systems. The protein layers on the nanoparticles, which are called the protein corona, influence the biological impacts of the nanoparticles, including internalization into cells and cytotoxicity. This study expands the scope of the nanoparticle's protein corona for exogenous artificial nanoparticles to that for exogenous proteinaceous nanoparticles. Specifically, this study addresses the formation of protein coronas on nanoscale human antibody aggregates with a radius of approximately 20-40 nm, where the antibody aggregates were induced by a pH shift from low to neutral pH. The size of the human immunoglobulin G (hIgG) aggregates grew to approximately 25 times the original size in the presence of human serum albumin (HSA). This size evolution was ascribed to the association of the hIgG aggregates, which was triggered by the formation of the hIgG aggregate's protein corona, i.e., protein's protein corona, consisting of the adsorbed HSA molecules. Because hIgG aggregate association was significantly reduced by the addition of 30-150 mM NaCl, it was attributed to electrostatic attraction, which was supported by molecular dynamics (MD) simulations. Currently, the use of antibodies as biopharmaceuticals is concerning because of undesired immune responses caused by antibody aggregates that are typically generated by a pH shift during the antibody purification process. The present findings suggest that nanoscale antibody aggregates form protein coronas induced by HSA and the resulting nanoscale antibody-HSA complexes are stable in blood containing approximately 150 mM salt ions, at least in terms of the size evolution. Mechanistic insights into protein corona formation on nanoscale antibody aggregates are useful for understanding the unintentional biological impacts of antibody drugs.
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Affiliation(s)
- Tomohito Nakayama
- Department of Applied Physics, Faculty of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki 305-8573, Japan
- Nanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki 305-8565, Japan
| | - Kaito Kobayashi
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Koto, Tokyo135-0064, Japan
| | - Tomoshi Kameda
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Koto, Tokyo135-0064, Japan
| | - Muneaki Hase
- Department of Applied Physics, Faculty of Pure and Applied Sciences, University of Tsukuba, Tsukuba, Ibaraki 305-8573, Japan
| | - Atsushi Hirano
- Nanomaterials Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki 305-8565, Japan
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6
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Xu T, Zhang J, Wang T, Wang X. Recombinant antibodies aggregation and overcoming strategies in CHO cells. Appl Microbiol Biotechnol 2022; 106:3913-3922. [PMID: 35608667 DOI: 10.1007/s00253-022-11977-0] [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: 02/01/2022] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 11/27/2022]
Abstract
Mammalian cell lines are frequently used as the preferred host cells for producing recombinant therapeutic proteins (RTPs) having post-translational modified modifications similar to those observed in proteins produced by human cells. Nowadays, most RTPs approved for marketing are produced in Chinese hamster ovary (CHO) cells. Recombinant therapeutic antibodies (RTAs) are among the most important and promising RTPs for biomedical applications. A major limitation associated with the use of RTAs is their aggregation, which can be caused by a variety of factors; this results in a reduction of quality. RTA aggregations are especially concerning as they can trigger human immune responses in humans and may be fatal. Therefore, the mechanisms underlying RTA aggregation and measures for avoiding aggregation are interesting topics in RTAs research. In this review, we discuss recent progress in the field of RTAs aggregation, with a focus on factors that cause aggregation during RTA production and the development of strategies for overcoming RTA aggregation. KEY POINTS: • The recombinant antibody aggregation in mammalian cell systems is reviewed. • Intracellular environment and extracellular parameters influence recombinant antibody aggregation. • Reducing the aggregations can improve the quality of recombinant antibodies.
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Affiliation(s)
- Tingting Xu
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, 453003, Henan, China.,The Second Affiliated Hospital of Xinxiang Medical University, Xinxiang, 453002, Henan, China
| | - Jihong Zhang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, 453003, Henan, China.,School of Basic Medical Sciences, Xinxiang Medical University, Xinxiang, 453003, Henan, China
| | - Tianyun Wang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, 453003, Henan, China. .,School of Basic Medical Sciences, Xinxiang Medical University, Xinxiang, 453003, Henan, China.
| | - Xiaoyin Wang
- International Joint Research Laboratory for Recombinant Pharmaceutical Protein Expression System of Henan, Xinxiang Medical University, Xinxiang, 453003, Henan, China. .,School of Basic Medical Sciences, Xinxiang Medical University, Xinxiang, 453003, Henan, China.
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7
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Xu J, Namanja A, Chan SL, Son C, Petros AM, Sun C, Radziejewski C, Ihnat PM. Insights into the Conformation and Self-Association of a Concentrated Monoclonal Antibody using Isothermal Chemical Denaturation and Nuclear Magnetic Resonance. J Pharm Sci 2021; 110:3819-3828. [PMID: 34506864 DOI: 10.1016/j.xphs.2021.09.005] [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: 04/09/2021] [Revised: 09/02/2021] [Accepted: 09/03/2021] [Indexed: 01/07/2023]
Abstract
The purpose of this investigation was to highlight the utility of nuclear magnetic resonance (NMR) as a multi-attribute method for the characterization of therapeutic antibodies. In this case study, we compared results from isothermal chemical denaturation (ICD) and NMR with standard methods to relate conformational states of a model monoclonal antibody (mAb1) with protein-protein interactions (PPI) that lead to self - association in concentrated solutions. The increase in aggregation rate and relative viscosity for mAb1 was found to be both concentration and pH dependent. The free energy of unfolding (∆G⁰) from ICD and thermal analysis in dilute solutions indicated that although the native state predominated between pH 4 - pH 7, it was disrupted at the CH2 and unfolded noncooperatively under acidic conditions. One-dimensional (1D) 1H NMR and two-dimensional (2D) 13C-1H NMR performed, in concentrated solutions, confirmed that PPI between pH 4-7 occurred while mAb1 was in the native state. NMR corroborated that mAb1 maintained a dominant native state at formulation-relevant conditions at the tested pH range, had increased global molecular tumbling dynamics at lower pH and confirmed increased PPI at higher pH conditions. This report aligns and compares typical characterization of an IgG1 with assessment of structure by NMR and provided a more precise assessment and deeper insight into the conformation of an IgG1 in concentrated solutions.
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Affiliation(s)
- Jianwen Xu
- Drug Product Development Biologic Preformulation, Abbvie Bioresearch Center, Worcester, MA 01605, United States
| | - Andrew Namanja
- Protein & Assay Sciences, Drug Discovery Science & Technology, Abbvie Inc, Waukegan, IL 60031, United States
| | - Siew Leong Chan
- Analytical Sciences, Takeda Pharmaceuticals, Westborough, MA 01581, United States; Protein Analytics, Abbvie Bioresearch Center, Worcester, MA 01605, United States
| | - Chelsea Son
- Drug Product Development Biologic Preformulation, Abbvie Bioresearch Center, Worcester, MA 01605, United States; Process Analytics, Amgen Inc., Cambridge, MA 02141, United States
| | - Andrew M Petros
- Protein & Assay Sciences, Drug Discovery Science & Technology, Abbvie Inc, Waukegan, IL 60031, United States
| | - Chaohong Sun
- Protein & Assay Sciences, Drug Discovery Science & Technology, Abbvie Inc, Waukegan, IL 60031, United States
| | - Czeslaw Radziejewski
- Protein Analytics, Abbvie Bioresearch Center, Worcester, MA 01605, United States
| | - Peter M Ihnat
- Drug Product Development Biologic Preformulation, Abbvie Bioresearch Center, Worcester, MA 01605, United States; Protein Biochemistry, Regeneron Pharmaceuticals Inc., Tarrytown, NY 10591, United States.
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8
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Cao G, Gao X, Zhan Y, Wang Q, Zhang Z, Dimitrov DS, Gong R. An engineered human IgG1 CH2 domain with decreased aggregation and nonspecific binding. MAbs 2021; 12:1689027. [PMID: 31795802 PMCID: PMC6927756 DOI: 10.1080/19420862.2019.1689027] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The immunoglobulin (Ig) CH2 domain is a promising scaffold for the development of candidate therapeutics. We have previously shown that the stability of isolated CH2 could be increased by the introduction of an additional disulfide bond and removal of seven N-terminal residues (m01s). However, both isolated CH2 and m01s aggregate, likely due to the existence of aggregation-prone regions (APRs) that we identified by using computational methods. This knowledge was used to generate a phage display library of mutants. The library was incubated at high temperature to remove aggregating CH2 domains, and then panned against a mouse anti-human CH2 monoclonal antibody targeting a conformational epitope to remove misfolded CH2s. After two rounds of panning, one clone, m01s5, with smaller APRs, was identified. After additional mutagenesis one clone, m01s5.4, which aggregated much less than m01s as measured by a turbidity assay and dynamic light scattering, was identified. m01s5.4 also exhibited much lower nonspecific binding than m01s. Engineering of a previously identified m01s-based tumor antigen-specific binder led to a dramatic reduction of its aggregation without affecting its binding. In summary, we describe a new approach for reducing aggregation based on a combination of computational and phage display methodologies, and show that aggregation of CH2-based scaffolds can be significantly reduced by the newly identified mutants, which can improve the developability of potential CH2-based therapeutics.
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Affiliation(s)
- Guangcan Cao
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Xinyu Gao
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Yancheng Zhan
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Qingguang Wang
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Zhe Zhang
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, China
| | - Dimiter S Dimitrov
- Center for Antibody Therapeutics, University of Pittsburgh Medical School, Pittsburgh, Pennsylvania, USA
| | - Rui Gong
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Center for Biosafety Mega-Science, Chinese Academy of Sciences, Wuhan, Hubei, China
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9
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Ma H, Ó'Fágáin C, O'Kennedy R. Antibody stability: A key to performance - Analysis, influences and improvement. Biochimie 2020; 177:213-225. [PMID: 32891698 DOI: 10.1016/j.biochi.2020.08.019] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 08/28/2020] [Accepted: 08/28/2020] [Indexed: 02/01/2023]
Abstract
An antibody's stability greatly influences its performance (i.e. its specificity and affinity). Thus, stability is a major issue for researchers and manufacturers, especially with the increasing use of antibodies in therapeutics, diagnostics and rapid analytical platforms. Here we review antibody stability under five headings: (i) measurement techniques; (ii) stability issues in expression and production (expression, proteolysis, aggregation); (iii) effects of antibody format and engineering on stability and (iv) formulation, drying and storage conditions. We consider more than 100 sources, including patents, and conclude with (v) recommendations to promote antibody stability.
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Affiliation(s)
- Hui Ma
- School of Biotechnology, Dublin City University, Dublin 9, D09 V2O9, Ireland
| | - Ciarán Ó'Fágáin
- School of Biotechnology, Dublin City University, Dublin 9, D09 V2O9, Ireland.
| | - Richard O'Kennedy
- School of Biotechnology, Dublin City University, Dublin 9, D09 V2O9, Ireland; Qatar Foundation, Research Complex, And Hamad Bin Khalifa University, Education City, Doha, Qatar
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10
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R409K mutation prevents acid-induced aggregation of human IgG4. PLoS One 2020; 15:e0229027. [PMID: 32182240 PMCID: PMC7077836 DOI: 10.1371/journal.pone.0229027] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 01/28/2020] [Indexed: 11/20/2022] Open
Abstract
Human immunoglobulin G isotype 4 (IgG4) antibodies are suitable for use in either the antagonist or agonist format because their low effector functions prevent target cytotoxicity or unwanted cytokine secretion. However, while manufacturing therapeutic antibodies, they are exposed to low pH during purification, and IgG4 is more susceptible to low-pH-induced aggregation than IgG1. Therefore, we investigated the underlying mechanisms of IgG4 aggregation at low pH and engineered an IgG4 with enhanced stability. By swapping the constant regions of IgG1 and IgG4, we determined that the constant heavy chain (CH3) domain is critical for aggregate formation, but a core-hinge-stabilizing S228P mutation in IgG4 is insufficient for preventing aggregation. To identify the aggregation-prone amino acid, we substituted the CH3 domain of IgG4 with that of IgG1, changing IgG4 Arg409 to a Lys, thereby preventing the aggregation of the IgG4 variant as effectively as in IgG1. A stabilizing effect was also recorded with other variable-region variants. Analysis of thermal stability using differential scanning calorimetry revealed that the R409K substitution increased the Tm value of CH3, suggesting that the R409K mutation contributed to the structural strengthening of the CH3-CH3 interaction. The R409K mutation did not influence the binding to antigens/human Fcγ receptors; whereas, the concurrent S228P and R409K mutations in IgG4 suppressed Fab-arm exchange drastically and as effectively as in IgG1, in both in vitro and in vivo in mice models. Our findings suggest that the IgG4 R409K variant represents a potential therapeutic IgG for use in low-effector-activity format that exhibits increased stability.
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11
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Hebditch M, Kean R, Warwicker J. Modelling of pH-dependence to develop a strategy for stabilising mAbs at acidic steps in production. Comput Struct Biotechnol J 2020; 18:897-905. [PMID: 32322371 PMCID: PMC7171260 DOI: 10.1016/j.csbj.2020.03.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 03/05/2020] [Accepted: 03/05/2020] [Indexed: 01/02/2023] Open
Abstract
Engineered proteins are increasingly being required to function or pass through environmental stresses for which the underlying protein has not evolved. A major example in health are antibody therapeutics, where a low pH step is used for purification and viral inactivation. In order to develop a computational model for analysis of pH-stability, predictions are compared with experimental data for the relative pH-sensitivities of antibody domains. The model is then applied to proteases that have evolved to be functional in an acid environment, showing a clear signature for low pH-dependence of stability in the neutral to acidic pH region, largely through reduction of salt-bridges. Interestingly, an extensively acidic protein surface can maintain contribution to structural stabilisation at acidic pH through replacement of basic sidechains with polar, hydrogen-bonding groups. These observations form a design principle for engineering acid-stable proteins.
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Affiliation(s)
- Max Hebditch
- School of Chemistry, Faculty of Science and Engineering, University of Manchester, Manchester Institute of Biotechnology, 131 Princess Street, Manchester M1 7DN, UK
| | - Ryan Kean
- School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Institute of Biotechnology, 131 Princess Street, Manchester M1 7DN, UK
| | - Jim Warwicker
- School of Chemistry, Faculty of Science and Engineering, University of Manchester, Manchester Institute of Biotechnology, 131 Princess Street, Manchester M1 7DN, UK
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12
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Surfaces Affect Screening Reliability in Formulation Development of Biologics. Pharm Res 2020; 37:27. [PMID: 31907628 DOI: 10.1007/s11095-019-2733-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2019] [Accepted: 11/08/2019] [Indexed: 12/13/2022]
Abstract
PURPOSE The ability to predict an antibody's propensity for aggregation is particularly important during product development to ensure the quality and safety of therapeutic antibodies. We demonstrate the role of container surfaces on the aggregation process of three mAbs under elevated temperature and long-term storage conditions in the absence of mechanical stress. METHODS A systematic study of aggregation is performed for different proteins, vial material, storage temperature, and presence of surfactant. We use size exclusion chromatography and micro-flow imaging to determine the bulk concentration of aggregates, which we combine with optical and atomic force microscopy of vial surfaces to determine the effect of solid-liquid interfaces on the bulk aggregate concentration under different conditions. RESULTS We show that protein particles under elevated temperature conditions adhere to the vial surfaces, causing a substantial underestimation of aggregation propensity as determined by common methods used in development of biologics. Under actual long-term storage conditions at 5°C, aggregate particles do not adhere to the surface, causing an increase in bulk concentration of particles, which cannot be predicted from elevated temperature screening tests by common methods alone. We also identify specific protein - surface interactions which promote oligomer formation in the nanometre range. CONCLUSIONS Special care should be taken when interpreting size exclusion and particle count data from stability studies if different temperatures and vial types are involved. We propose a novel combination of methods to characterise vial surfaces and bulk solution for a full understanding of protein aggregation processes in a sample.
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13
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Das TK, Narhi LO, Sreedhara A, Menzen T, Grapentin C, Chou DK, Antochshuk V, Filipe V. Stress Factors in mAb Drug Substance Production Processes: Critical Assessment of Impact on Product Quality and Control Strategy. J Pharm Sci 2020; 109:116-133. [DOI: 10.1016/j.xphs.2019.09.023] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 09/29/2019] [Accepted: 09/30/2019] [Indexed: 12/18/2022]
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14
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Watanabe H, Yoshida C, Ooishi A, Nakai Y, Ueda M, Isobe Y, Honda S. Histidine-Mediated Intramolecular Electrostatic Repulsion for Controlling pH-Dependent Protein-Protein Interaction. ACS Chem Biol 2019; 14:2729-2736. [PMID: 31596562 DOI: 10.1021/acschembio.9b00652] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Protein-protein interactions that can be controlled by environmental triggers have immense potential in various biological and industrial applications. In the current study, we aimed to engineer a pH-dependent protein-protein interaction that employs intramolecular electrostatic repulsion through a structure-guided histidine substitution approach. We implemented this strategy on Streptococcal protein G, an affinity ligand for immunoglobulin G, and showed that even a single point mutation effectively improved the pH sensitivity of the binding interactions without adversely affecting its structural stability or its innate binding function. Depending on the pH of the environment, the protein-protein interaction was disrupted by the electrostatic repulsion between the substituted histidine and its neighboring positively charged residues. Structurally, the substituted histidine residue was located adjacent to a lysine residue that could form hydrogen bonds with immunoglobulin G. Thermodynamically, the introduced electrostatic repulsion was reflected in the significant loss of the exothermic heat of the binding under acidic conditions, whereas accompanying enthalpy-entropy compensation partly suppressed the improvement of the pH sensitivity. Thus, the engineered pH-sensitive protein G could enable antibody purification under mildly acidic conditions. This intramolecular design can be combined with conventional protein-protein interface design. Moreover, the method proposed here provides us with additional design criteria for optimization of pH-dependent molecular interactions.
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Affiliation(s)
- Hideki Watanabe
- The National Institute of Advanced Industrial Science and Technology, 1-1-1, Higashi, Tsukuba 305-8566, Japan
| | - Chuya Yoshida
- The National Institute of Advanced Industrial Science and Technology, 1-1-1, Higashi, Tsukuba 305-8566, Japan
| | - Ayako Ooishi
- The National Institute of Advanced Industrial Science and Technology, 1-1-1, Higashi, Tsukuba 305-8566, Japan
| | - Yasuto Nakai
- Daicel Corporation, Innovation Park, 1239, Shinzaike, Aboshi, Himeji, Hyogo 671-1283, Japan
| | - Momoko Ueda
- Daicel Corporation, Innovation Park, 1239, Shinzaike, Aboshi, Himeji, Hyogo 671-1283, Japan
| | - Yutaka Isobe
- Daicel Corporation, Innovation Park, 1239, Shinzaike, Aboshi, Himeji, Hyogo 671-1283, Japan
| | - Shinya Honda
- The National Institute of Advanced Industrial Science and Technology, 1-1-1, Higashi, Tsukuba 305-8566, Japan
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15
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Xu CA, Feng AZ, Ramineni CK, Wallace MR, Culyba EK, Guay KP, Mehta K, Mabry R, Farrand S, Xu J, Feng J. L 445P mutation on heavy chain stabilizes IgG 4 under acidic conditions. MAbs 2019; 11:1289-1299. [PMID: 31199179 DOI: 10.1080/19420862.2019.1631116] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
IgG4, a common type of therapeutic antibody, is less stable during manufacturing processes compared with IgG1. Aggregation and fragmentation are the two main challenges. Here, we report instability of the heavy chain (HC) C-terminal region under acidic conditions, which leads to cleavage and aggregation. Leu445, at the C-terminal region of the HC in IgG4, plays a critical role in its acid-induced fragmentation and subsequent aggregation. We found that mutating HC C-terminal Leu445 to Pro (the corresponding residue in IgG1) in IgG4_CDR-X significantly reduces fragmentation and aggregation, while mutating Pro445 to Leu in IgG1_CDR-X promotes fragmentation and aggregation. HC C-terminal Gly446 cleavage was observed in low pH citrate buffer and resulted in further fragmentation and aggregation, whereas, glycine buffer can completely inhibit the cleavage and aggregation. It is proposed that cleavages occur through acid-induced hydrolysis under acidic conditions and glycine stabilizes IgG4 via two main mechanisms: 1) product feedback inhibition of the hydrolysis reaction, and 2) stabilization of protein conformation by direct interaction with the peptide backbone and charged side chains. Experiments using IgG4 molecules IgG4_CDR-Y and IgG4_CDR-Z with the same CH domains as IgG4_CDR-X, but different complementarity-determining regions (CDRs), indicate that the stability of the HC C-terminal region is also closely related to the sequence of the CDRs. The stability of IgG4_CDR-X is significantly improved when binding to its target. Both observations suggest that there are potential interactions between Fab and CH2-CH3 domains, which could be the key factor affecting the stability of IgG antibodies.
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Affiliation(s)
| | - Andrew Z Feng
- Chemistry Department, University of Massachusetts Lowell , Lowell , MA , USA
| | - Charan K Ramineni
- Chemistry Department, University of Massachusetts Lowell , Lowell , MA , USA
| | | | | | | | | | - Robert Mabry
- Jounce Therapeutics , Cambridge , MA , USA.,Global Biologics , Cambridge , MA , USA
| | | | - Jin Xu
- Chemistry Department, University of Massachusetts Lowell , Lowell , MA , USA
| | - Jianwen Feng
- Jounce Therapeutics , Cambridge , MA , USA.,MassBiologics, University of Massachusetts Medical School , Mattapan , MA , USA
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16
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Saito S, Namisaki H, Hiraishi K, Takahashi N, Iida S. A stable engineered human IgG3 antibody with decreased aggregation during antibody expression and low pH stress. Protein Sci 2019; 28:900-909. [PMID: 30834577 PMCID: PMC6459999 DOI: 10.1002/pro.3598] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 02/28/2019] [Accepted: 02/28/2019] [Indexed: 12/22/2022]
Abstract
Human IgG comprises four subclasses with different biological functions. The IgG3 subclass has a unique character, exhibiting high effector function and Fab arm flexibility. However, it is not used as a therapeutic drug owing to an enhanced susceptibility to proteolysis. Antibody aggregation control is also important for therapeutic antibody development. To date, there have been few reports of IgG3 aggregation during protein expression and the low pH conditions needed for purification and virus inactivation. This study explored the potential of IgG3 antibody for therapeutics using anti‐CD20 IgG3 as a model to investigate aggregate formation. Initially, anti‐CD20 IgG3 antibody showed substantial aggregate formation during expression and low pH treatment. To circumvent this phenomenon, we systematically exchanged IgG3 constant domains with those of IgG1, a stable IgG. IgG3 antibody with the IgG1 CH3 domain exhibited reduced aggregate formation during expression. Differential scanning calorimetric analysis of individual amino acid substitutions revealed that two amino acid mutations in the CH3 domain, N392K and M397V, reduced aggregation and increased CH3 transition temperature. The engineered human IgG3 antibody was further improved by additional mutations of R435H to obtain IgG3KVH to achieve protein A binding and showed similar antigen binding as wild‐type IgG3. IgG3KVH also exhibited high binding activity for FcγRIIIa and C1q. In summary, we have successfully established an engineered human IgG3 antibody with reduced aggregation during bioprocessing, which will contribute to the better design of therapeutic antibodies with high effector function and Fab arm flexibility.
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Affiliation(s)
- Seiji Saito
- Antibody & Biologics Research Laboratories, R&D Division, Kyowa Hakko Kirin Co., Ltd., Tokyo, 194-8533, Japan
| | - Hiroshi Namisaki
- Open Innovation Department, R&D Division, Kyowa Hakko Kirin Co., Ltd., Tokyo, 194-8533, Japan
| | - Keiko Hiraishi
- Antibody & Biologics Research Laboratories, R&D Division, Kyowa Hakko Kirin Co., Ltd., Tokyo, 194-8533, Japan
| | - Nobuaki Takahashi
- Research Functions Unit, R&D Division, Kyowa Hakko Kirin Co., Ltd., Tokyo, 194-8533, Japan
| | - Shigeru Iida
- Antibody & Biologics Research Laboratories, R&D Division, Kyowa Hakko Kirin Co., Ltd., Tokyo, 194-8533, Japan
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17
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Hebditch M, Warwicker J. Web-based display of protein surface and pH-dependent properties for assessing the developability of biotherapeutics. Sci Rep 2019; 9:1969. [PMID: 30760735 PMCID: PMC6374528 DOI: 10.1038/s41598-018-36950-8] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 11/25/2018] [Indexed: 11/17/2022] Open
Abstract
Protein instability leads to reversible self-association and irreversible aggregation which is a major concern for developing new biopharmaceutical leads. Protein solution behaviour is dictated by the physicochemical properties of the protein and the solution. Optimising protein solutions through experimental screens and targeted protein engineering can be a difficult and time consuming process. Here, we describe development of the protein-sol web server, which was previously restricted to protein solubility prediction from amino acid sequence. Tools are presented for calculating and mapping patches of hydrophobicity and charge on the protein surface. In addition, predictions of folded state stability and net charge are displayed as a heatmap for a range of pH and ionic strength conditions. Tools are evaluated in the context of antibodies, their fragments and interactions. Surprisingly, antibody-antigen interfaces are, on average, at least as polar as Fab surfaces. This benchmarking process provides the user with thresholds with which to assess non-polar surface patches, and possible solubility implications, in proteins of interest. Stability heatmaps compare favourably with experimental data for CH2 and CH3 domains. Display and quantification of surface polarity and pH/ionic strength dependence will be useful generally for investigation of protein biophysics.
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Affiliation(s)
- Max Hebditch
- School of Chemistry, Manchester Institute of Biotechnology, The University of Manchester, 131 Princess Street, Manchester, M1 7DN, UK
| | - Jim Warwicker
- School of Chemistry, Manchester Institute of Biotechnology, The University of Manchester, 131 Princess Street, Manchester, M1 7DN, UK.
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18
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Arslan M, Karadağ D, Kalyoncu S. Protein engineering approaches for antibody fragments: directed evolution and rational design approaches. ACTA ACUST UNITED AC 2019; 43:1-12. [PMID: 30930630 PMCID: PMC6426644 DOI: 10.3906/biy-1809-28] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The number of therapeutic antibodies in preclinical, clinical, or approved phases has been increasing exponentially, mostly due to their known successes. Development of antibody engineering methods has substantially hastened the development of therapeutic antibodies. A variety of protein engineering techniques can be applied to antibodies to improve their afinity and/or biophysical properties such as solubility and stability. Antibody fragments (where all or some parts of constant regions are eliminated while the essential antigen binding region is preserved) are more suitable for protein engineering techniques because there are many in vitro screening technologies available for antibody fragments but not full-length antibodies. Improvement of biophysical characteristics is important in the early development phase because most antibodies fail at the later stage of development and this leads to loss of resources and time. Here, we review directed evolution and rational design methods to improve antibody properties. Recent developments in rational design approaches and antibody display technologies, and especially phage display, which was recently awarded the 2018 Nobel Prize, are discussed to be used in antibody research and development.
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Affiliation(s)
- Merve Arslan
- İzmir Biomedicine and Genome Center , İzmir , Turkey.,İzmir Biomedicine and Genome Institute, Dokuz Eylül University , İzmir , Turkey
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19
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Yageta S, Imamura H, Shibuya R, Honda S. C H2 domain orientation of human immunoglobulin G in solution: Structural comparison of glycosylated and aglycosylated Fc regions using small-angle X-ray scattering. MAbs 2018; 11:453-462. [PMID: 30513259 PMCID: PMC6512918 DOI: 10.1080/19420862.2018.1546086] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
The N-linked glycan in immunoglobulin G is critical for the stability and function of the crystallizable fragment (Fc) region. Alteration of these protein properties upon the removal of the N-linked glycan has often been explained by the alteration of the CH2 domain orientation in the Fc region. To confirm this hypothesis, we examined the small-angle X-ray scattering (SAXS) profile of the glycosylated Fc region (gFc) and aglycosylated Fc region (aFc) in solution. Conformational characteristics of the CH2 domain orientation were validated by comparison with SAXS profiles theoretically calculated from multiple crystal structures of the Fc region with different CH2 domain orientations. The reduced chi-square values from the fitting analyses of gFc and aFc associated with the degree of openness or closure of each crystal structure, as determined from the first principal component that partially governed the variation of the CH2 domain orientation extracted by a singular value decomposition analysis. For both gFc and aFc, the best-fitted SAXS profiles corresponded to ones calculated based on the crystal structure of gFc that formed a "semi-closed" CH2 domain orientation. Collectively, the data indicated that the removal of the N-linked glycan only negligibly affected the CH2 domain orientation in solution. These findings will guide the development of methodology for the production of highly refined functional Fc variants.
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Affiliation(s)
- Seiki Yageta
- a Biomedical Research Institute , National Institute of Advanced Industrial Science and Technology (AIST) , Tsukuba, Ibaraki , Japan.,b Department of Computational Biology and Medical Sciences , Graduate School of Frontier Sciences, the University of Tokyo , Kashiwa , Chiba , Japan.,c Manufacturing Technology Association of Biologics , Tsukuba , Ibaraki , Japan
| | - Hiroshi Imamura
- a Biomedical Research Institute , National Institute of Advanced Industrial Science and Technology (AIST) , Tsukuba, Ibaraki , Japan.,d Department of Applied Chemistry , College of Life Sciences, Ritsumeikan University , Kusatsu , Shiga , Japan
| | - Risa Shibuya
- b Department of Computational Biology and Medical Sciences , Graduate School of Frontier Sciences, the University of Tokyo , Kashiwa , Chiba , Japan
| | - Shinya Honda
- a Biomedical Research Institute , National Institute of Advanced Industrial Science and Technology (AIST) , Tsukuba, Ibaraki , Japan.,b Department of Computational Biology and Medical Sciences , Graduate School of Frontier Sciences, the University of Tokyo , Kashiwa , Chiba , Japan.,c Manufacturing Technology Association of Biologics , Tsukuba , Ibaraki , Japan
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20
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Zeng F, Yang C, Gao X, Li X, Zhang Z, Gong R. Comprehensive elucidation of the structural and functional roles of engineered disulfide bonds in antibody Fc fragment. J Biol Chem 2018; 293:19127-19135. [PMID: 30327432 DOI: 10.1074/jbc.ra118.005367] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 09/28/2018] [Indexed: 11/06/2022] Open
Abstract
Therapeutic monoclonal antibodies and Fc-fusion proteins containing antibody Fc fragment may tend to destabilize (e.g. unfold and aggregate), which leads to loss of functions and increase of adverse risks. Although engineering of an additional disulfide bond has been performed in Fc or Fc domains for optimization, the relationships between introduced disulfide bond and alteration of the stability, aggregation propensity and function were still unclear and should be addressed for achievement of better therapeutic outcome. Here, we constructed three human IgG1 Fc mutants including FcCH2-s-s- (one engineered disulfide bond in CH2 domain), FcCH3-s-s- (one engineered disulfide bond in CH3 domain), and FcCH3-s-s- CH2-s-s- (two engineered disulfide bonds in CH2 and CH3 domains, respectively) for evaluation. As expected, each mutated domain shows obviously increased stability during thermo-induced unfolding, and FcCH3-s-s- CH2-s-s- is most thermo-stable among wildtype Fc (wtFc) and three mutants. The order of overall stability against denaturant is FcCH3-s-s- CH2-s-s- > FcCH2-s-s- > FcCH3-s-s- > wtFc. Then the aggregation propensity was compared among these four proteins. Under conditions of incubation at 60 °C, their aggregation resistance is in the order of FcCH3-s-s- CH2-s-s- > FcCH2-s-s- > FcCH3-s-s- ≈ wtFc. In contrast, the order is FcCH3-s-s- CH2-s-s- > FcCH3-s-s- > FcCH2-s-s- ≈ wtFc under acidic conditions. In addition, the Fc-mediated functions are not obviously affected by engineered disulfide bond. Our results give a comprehensive elucidation of structural and functional effects caused by additional disulfide bonds in the Fc fragment, which is important for Fc engineering toward the desired clinical performance.
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Affiliation(s)
- Fang Zeng
- From the CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430071, China and.,the University of Chinese Academy of Sciences, Beijing 100049, China
| | - Chunpeng Yang
- From the CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430071, China and.,the University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xinyu Gao
- From the CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430071, China and.,the University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xuan Li
- From the CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430071, China and
| | - Zhe Zhang
- From the CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430071, China and
| | - Rui Gong
- From the CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430071, China and
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21
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Matsuda A, Mimura M, Maruyama T, Kurinomaru T, Shiuhei M, Shiraki K. Liquid Droplet of Protein-Polyelectrolyte Complex for High-Concentration Formulations. J Pharm Sci 2018; 107:2713-2719. [PMID: 29960025 DOI: 10.1016/j.xphs.2018.06.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 05/22/2018] [Accepted: 06/20/2018] [Indexed: 11/26/2022]
Abstract
The formulation of high-concentration protein solutions is a challenging issue for achieving subcutaneous administration. Previously, we developed a method of precipitation-redissolution using polyelectrolyte as a precipitant to produce protein solutions at high concentrations. However, the redissolution yield of proteins was insufficient. This study aims to optimize the solution conditions for practical applications by combining IgG and poly-l-(glutamic acid) (polyE). A systematic analysis of solution pH and polyE size conditions revealed that an acidic condition favors precipitation, whereas neutral pH values are more effective for the redissolution. We find that the optimal size for polyE ranged from 15,000 to 50,000. This slight modification in the procedure in comparison with previous studies increased the precipitation and redissolution yields to nearly 100%, without irreversible protein denaturation. The fully reversible IgG-polyE complex formed as a droplet structure, which is similar to a condensate of liquid-liquid phase separation. The droplet structure plays an indispensable role in the salt-induced, redissolved state, which is pertinent to the new application that takes advantage of the methods to produce highly concentrated protein solutions.
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Affiliation(s)
- Ayumi Matsuda
- Faculty of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
| | - Masahiro Mimura
- Faculty of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
| | - Takuya Maruyama
- Faculty of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
| | - Takaaki Kurinomaru
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
| | - Mieda Shiuhei
- Research and Development Center, Terumo Corporation, Nakai-machi, Ashigarakami-gun, Kanagawa 259-0151, Japan
| | - Kentaro Shiraki
- Faculty of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan.
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22
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Yang C, Gao X, Gong R. Engineering of Fc Fragments with Optimized Physicochemical Properties Implying Improvement of Clinical Potentials for Fc-Based Therapeutics. Front Immunol 2018; 8:1860. [PMID: 29375551 PMCID: PMC5766897 DOI: 10.3389/fimmu.2017.01860] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 12/07/2017] [Indexed: 01/09/2023] Open
Abstract
Therapeutic monoclonal antibodies and Fc-fusion proteins are successfully used in treatment of various diseases mainly including cancer, immune disease, and viral infection, which belong to the Fc-based therapeutics. In recent years, engineered Fc-derived antibody domains have also shown potential for Fc-based therapeutics. To increase the druggability of Fc-based therapeutic candidates, many efforts have been made in optimizing physicochemical properties and functions mediated by Fc fragment. The desired result is that we can simultaneously obtain Fc variants with increased physicochemical properties in vitro and capacity of mediating appropriate functions in vivo. However, changes of physicochemical properties of Fc may result in alternation of Fc-mediated functions and vice versa, which leads to undesired outcomes for further development of Fc-based therapeutics. Therefore, whether modified Fc fragments are suitable for achievement of expected clinical results or not needs to be seriously considered. Now, this question comes to be noticed and should be figured out to make better translation from the results of laboratory into clinical applications. In this review, we summarize different strategies on engineering physicochemical properties of Fc, and preliminarily elucidate the relationships between modified Fc in vitro and the subsequent therapeutic influence in vivo.
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Affiliation(s)
- Chunpeng Yang
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Xinyu Gao
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Rui Gong
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China
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23
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Manning MC, Liu J, Li T, Holcomb RE. Rational Design of Liquid Formulations of Proteins. THERAPEUTIC PROTEINS AND PEPTIDES 2018; 112:1-59. [DOI: 10.1016/bs.apcsb.2018.01.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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24
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Fate of a Stressed Therapeutic Antibody Tracked by Fluorescence Correlation Spectroscopy: Folded Monomers Survive Aggregation. J Phys Chem B 2017; 121:8085-8093. [DOI: 10.1021/acs.jpcb.7b05603] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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25
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Wang S, Zhang X, Wu G, Tian Z, Qian F. Optimization of high-concentration endostatin formulation: Harmonization of excipients' contributions on colloidal and conformational stabilities. Int J Pharm 2017; 530:173-186. [PMID: 28755991 DOI: 10.1016/j.ijpharm.2017.07.057] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 07/05/2017] [Accepted: 07/19/2017] [Indexed: 12/24/2022]
Abstract
Recently, increasing research efforts have been devoted into developing high-concentration protein drugs for subcutaneous injection, especially for those with short half-lives and high-dose requirement. Proteins at high concentrations normally present increased colloidal and structural instability, such as aggregation, fibrillation and gelation, which significantly challenges the high-concentration formulation development of protein drugs. Here we used endostatin, a 20kD recombinant protein, as a model drug for high-concentration formulation optimization. The colloidal and conformational stability of endostatin at high concentration of 30mg/mL were investigated in formulations containing various excipients, including saccharides (mannitol, sorbitol and sucrose), salts (ArgHCl and NaCl), and surfactants (tween 20 and 80). Protein fibrillation was characterized and semi-quantified by optical polarized light microscopy and transmission electron microscopy, and the amount of fiber formation at elevated temperature of 40°C was determined. The soluble protein aggregates were characterized by dynamic and static light scattering before and after dilution. The conformational stability were characterized by polyacrylamide gel electrophoresis, fluorescence, circular dichroism, and differential scanning calorimetry. We observed that the soluble aggregation, fibrillation and gelation, induced by conformational and colloidal instabilities of the protein solution, could be substantially optimized by using suitable stabilizers such as combinations of saccharides and surfactants; while formation of gel and soluble aggregates at high protein concentration (e.g., 30mg/mL) and elevated temperature (40°C) could be prevented by avoiding the usage of salts. It's worth emphasizing that some stabilizers, such as salts and surfactants, could show opposite contributions in conformational and colloidal stabilities of endostatin. Therefore, cautions are needed when one attempts to correlate the colloidal stability of high-concentration proteins with their conformational stability, and the colloidal and conformational protein stabilities must be harmonized by a balanced selection of various types of excipients.
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Affiliation(s)
- Shujing Wang
- School of Pharmaceutical Sciences & Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China
| | - Xinyi Zhang
- School of Pharmaceutical Sciences & Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China
| | - Guoliang Wu
- School of Pharmaceutical Sciences & Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China
| | - Zhou Tian
- School of Pharmaceutical Sciences & Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China
| | - Feng Qian
- School of Pharmaceutical Sciences & Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China.
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26
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Tomita S, Matsuda A, Nishinami S, Kurita R, Shiraki K. One-Step Identification of Antibody Degradation Pathways Using Fluorescence Signatures Generated by Cross-Reactive DNA-Based Arrays. Anal Chem 2017; 89:7818-7822. [DOI: 10.1021/acs.analchem.7b01264] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Shunsuke Tomita
- Biomedical
Research Institute, National Institute of Advanced Industrial Science and Technology, and DAILAB, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
| | - Ayumi Matsuda
- Faculty
of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
| | - Suguru Nishinami
- Faculty
of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
| | - Ryoji Kurita
- Biomedical
Research Institute, National Institute of Advanced Industrial Science and Technology, and DAILAB, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
| | - Kentaro Shiraki
- Faculty
of Pure and Applied Sciences, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki 305-8573, Japan
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27
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Yageta S, Shibuya R, Imamura H, Honda S. Conformational and Colloidal Stabilities of Human Immunoglobulin G Fc and Its Cyclized Variant: Independent and Compensatory Participation of Domains in Aggregation of Multidomain Proteins. Mol Pharm 2017; 14:699-711. [DOI: 10.1021/acs.molpharmaceut.6b00983] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Seiki Yageta
- Department of Computational
Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8562, Japan
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology, AIST Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
| | - Risa Shibuya
- Department of Computational
Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8562, Japan
| | - Hiroshi Imamura
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology, AIST Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
| | - Shinya Honda
- Department of Computational
Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8562, Japan
- Biomedical Research Institute, National Institute of Advanced Industrial Science and Technology, AIST Central 6, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8566, Japan
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28
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Trainor K, Broom A, Meiering EM. Exploring the relationships between protein sequence, structure and solubility. Curr Opin Struct Biol 2017; 42:136-146. [PMID: 28160724 DOI: 10.1016/j.sbi.2017.01.004] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2016] [Revised: 01/10/2017] [Accepted: 01/11/2017] [Indexed: 10/20/2022]
Abstract
Aggregation can be thought of as a form of protein folding in which intermolecular associations lead to the formation of large, insoluble assemblies. Various types of aggregates can be differentiated by their internal structures and gross morphologies (e.g., fibrillar or amorphous), and the ability to accurately predict the likelihood of their formation by a given polypeptide is of great practical utility in the fields of biology (including the study of disease), biotechnology, and biomaterials research. Here we review aggregation/solubility prediction methods and selected applications thereof. The development of increasingly sophisticated methods that incorporate knowledge of conformations possibly adopted by aggregating polypeptide monomers and predict the internal structure of aggregates is improving the accuracy of the predictions and continually expanding the range of applications.
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Affiliation(s)
- Kyle Trainor
- Department of Chemistry, University of Waterloo, 200 University Ave W, Waterloo, ON N2L 3G1, Canada
| | - Aron Broom
- Department of Chemistry, University of Waterloo, 200 University Ave W, Waterloo, ON N2L 3G1, Canada
| | - Elizabeth M Meiering
- Department of Chemistry, University of Waterloo, 200 University Ave W, Waterloo, ON N2L 3G1, Canada.
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29
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Liu B, Guo H, Xu J, Qin T, Xu L, Zhang J, Guo Q, Zhang D, Qian W, Li B, Dai J, Hou S, Guo Y, Wang H. Acid-induced aggregation propensity of nivolumab is dependent on the Fc. MAbs 2016; 8:1107-17. [PMID: 27310175 DOI: 10.1080/19420862.2016.1197443] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Nivolumab, an anti-programmed death (PD)1 IgG4 antibody, has shown notable success as a cancer treatment. Here, we report that nivolumab was susceptible to aggregation during manufacturing, particularly in routine purification steps. Our experimental results showed that exposure to low pH caused aggregation of nivolumab, and the Fc was primarily responsible for an acid-induced unfolding phenomenon. To compare the intrinsic propensity of acid-induced aggregation for other IgGs subclasses, tocilizumab (IgG1), panitumumab (IgG2) and atezolizumab (aglyco-IgG1) were also investigated. The accurate pH threshold of acid-induced aggregation for individual IgG Fc subclasses was identified and ranked as: IgG1 < aglyco-IgG1 < IgG2 < IgG4. This result was cross-validated by thermostability and conformation analysis. We also assessed the effect of several protein stabilizers on nivolumab, and found mannitol ameliorated the acid-induced aggregation of the molecule. Our results provide valuable insight into downstream manufacturing process development, especially for immune checkpoint modulating molecules with a human IgG4 backbone.
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Affiliation(s)
- Boning Liu
- a School of Bioscience and Bioengineering , South China University of Technology , Guangzhou , China.,b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Huaizu Guo
- c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China.,d Shanghai Zhangjiang Biotechnology Co. , Shanghai , China
| | - Jin Xu
- c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China.,d Shanghai Zhangjiang Biotechnology Co. , Shanghai , China
| | - Ting Qin
- a School of Bioscience and Bioengineering , South China University of Technology , Guangzhou , China.,b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Lu Xu
- a School of Bioscience and Bioengineering , South China University of Technology , Guangzhou , China.,b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Junjie Zhang
- a School of Bioscience and Bioengineering , South China University of Technology , Guangzhou , China.,b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Qingcheng Guo
- b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Dapeng Zhang
- b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Weizhu Qian
- c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China.,d Shanghai Zhangjiang Biotechnology Co. , Shanghai , China
| | - Bohua Li
- b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Jianxin Dai
- b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Sheng Hou
- b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China
| | - Yajun Guo
- a School of Bioscience and Bioengineering , South China University of Technology , Guangzhou , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China.,e School of Pharmacy , Liaocheng University , Liaocheng , China
| | - Hao Wang
- b International Joint Cancer Institute , Second Military Medical University , Shanghai , China.,c State Key Laboratory of Antibody Medicine and Targeted Therapy , Shanghai Key Laboratory of Cell Engineering ; Shanghai , China.,e School of Pharmacy , Liaocheng University , Liaocheng , China
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30
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More AS, Toprani VM, Okbazghi SZ, Kim JH, Joshi SB, Middaugh CR, Tolbert TJ, Volkin DB. Correlating the Impact of Well-Defined Oligosaccharide Structures on Physical Stability Profiles of IgG1-Fc Glycoforms. J Pharm Sci 2015; 105:588-601. [PMID: 26869421 DOI: 10.1016/j.xphs.2015.10.014] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Accepted: 09/22/2015] [Indexed: 02/06/2023]
Abstract
As part of a series of articles in this special issue describing 4 well-defined IgG1-Fc glycoforms as a model system for biosimilarity analysis (high mannose-Fc, Man5-Fc, GlcNAc-Fc and N297Q-Fc aglycosylated), the focus of this work is comparisons of their physical properties. A trend of decreasing apparent solubility (thermodynamic activity) by polyethylene glycol precipitation (pH 4.5, 6.0) and lower conformational stability by differential scanning calorimetry (pH 4.5) was observed with reducing size of the N297-linked oligosaccharide structures. Using multiple high-throughput biophysical techniques, the physical stability of the Fc glycoproteins was then measured in 2 formulations (NaCl and sucrose) across a wide range of temperatures (10°C-90°C) and pH (4.0-7.5) conditions. The data sets were used to construct 3-index empirical phase diagrams and radar charts to visualize the regions of protein structural stability. Each glycoform showed improved stability in the sucrose (vs. salt) formulation. The HM-Fc and Man5-Fc displayed the highest relative stability, followed by GlcNAc-Fc, with N297Q-Fc being the least stable. Thus, the overall physical stability profiles of the 4 IgG1-Fc glycoforms also show a correlation with oligosaccharide structure. These data sets are used to develop a mathematical model for biosimilarity analysis (as described in a companion article by Kim et al. in this issue).
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Affiliation(s)
- Apurva S More
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047; Macromolecule and Vaccine Stabilization Center, University of Kansas, Lawrence, Kansas 66047
| | - Vishal M Toprani
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047; Macromolecule and Vaccine Stabilization Center, University of Kansas, Lawrence, Kansas 66047
| | - Solomon Z Okbazghi
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047
| | - Jae H Kim
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047; Macromolecule and Vaccine Stabilization Center, University of Kansas, Lawrence, Kansas 66047
| | - Sangeeta B Joshi
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047; Macromolecule and Vaccine Stabilization Center, University of Kansas, Lawrence, Kansas 66047
| | - C Russell Middaugh
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047; Macromolecule and Vaccine Stabilization Center, University of Kansas, Lawrence, Kansas 66047
| | - Thomas J Tolbert
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047
| | - David B Volkin
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047; Macromolecule and Vaccine Stabilization Center, University of Kansas, Lawrence, Kansas 66047.
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