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You S, Nguyen T, Li-Ma C, Bollong MJ. Identification of Tunable, Environmentally Responsive Fluorogenic Dyes by High-Throughput Screening. ACS Chem Biol 2024; 19:2041-2049. [PMID: 39250827 DOI: 10.1021/acschembio.4c00373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Small molecule dyes remain essential biological tools, yet only a handful of environmentally responsive fluorogenic small molecules are available for routine characterization of protein state. Here, we report the development and execution of a high throughput screen to identify compounds that increase in fluorescence in response to binding of lipophilic sites of proteins. This effort yielded two small molecules that potently indicate the presence of a range of common proteins and outperform common dyes in differential scanning fluorimetry experiments. Structure activity relationship studies revealed that these two scaffolds can be tuned both for their quantum yields and emission wavelengths. This work affords a straightforward framework for the discovery of new fluorophores and adds two fluorogenic probes to the toolbox for studying protein state.
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Affiliation(s)
- Shaochen You
- Department of Chemistry, Scripps Research, San Diego, California 92037, United States
| | - Thu Nguyen
- Department of Chemistry, Scripps Research, San Diego, California 92037, United States
| | - Chloris Li-Ma
- Department of Chemistry, Scripps Research, San Diego, California 92037, United States
| | - Michael J Bollong
- Department of Chemistry, Scripps Research, San Diego, California 92037, United States
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2
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Li JY, Zhou CM, Jin RL, Song JH, Yang KC, Li SL, Tan BH, Li YC. The detection methods currently available for protein aggregation in neurological diseases. J Chem Neuroanat 2024; 138:102420. [PMID: 38626816 DOI: 10.1016/j.jchemneu.2024.102420] [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: 12/31/2023] [Revised: 03/30/2024] [Accepted: 04/13/2024] [Indexed: 04/21/2024]
Abstract
Protein aggregation is a pathological feature in various neurodegenerative diseases and is thought to play a crucial role in the onset and progression of neurological disorders. This pathological phenomenon has attracted increasing attention from researchers, but the underlying mechanism has not been fully elucidated yet. Researchers are increasingly interested in identifying chemicals or methods that can effectively detect protein aggregation or maintain protein stability to prevent aggregation formation. To date, several methods are available for detecting protein aggregates, including fluorescence correlation spectroscopy, electron microscopy, and molecular detection methods. Unfortunately, there is still a lack of methods to observe protein aggregation in situ under a microscope. This article reviews the two main aspects of protein aggregation: the mechanisms and detection methods of protein aggregation. The aim is to provide clues for the development of new methods to study this pathological phenomenon.
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Affiliation(s)
- Jing-Yi Li
- Department of Histology and Embryology, College of Basic Medical Sciences, Norman Bethune Health Science Center of Jilin University, Changchun city, Jilin Province 130021, PR China
| | - Cheng-Mei Zhou
- Department of Histology and Embryology, College of Basic Medical Sciences, Norman Bethune Health Science Center of Jilin University, Changchun city, Jilin Province 130021, PR China
| | - Rui-Lin Jin
- Department of Histology and Embryology, College of Basic Medical Sciences, Norman Bethune Health Science Center of Jilin University, Changchun city, Jilin Province 130021, PR China
| | - Jia-Hui Song
- Department of Histology and Embryology, College of Basic Medical Sciences, Norman Bethune Health Science Center of Jilin University, Changchun city, Jilin Province 130021, PR China; Key Laboratory of Pathobiology, Ministry of Education, Jilin University, Changchun 130021, PR China
| | - Ke-Chao Yang
- Department of Histology and Embryology, College of Basic Medical Sciences, Norman Bethune Health Science Center of Jilin University, Changchun city, Jilin Province 130021, PR China
| | - Shu-Lei Li
- Department of Histology and Embryology, College of Basic Medical Sciences, Norman Bethune Health Science Center of Jilin University, Changchun city, Jilin Province 130021, PR China
| | - Bai-Hong Tan
- Laboratory Teaching Center of Basic Medicine, Norman Bethune Health Science Center of Jilin University, Changchun city, Jilin Province 130021, PR China
| | - Yan-Chao Li
- Department of Histology and Embryology, College of Basic Medical Sciences, Norman Bethune Health Science Center of Jilin University, Changchun city, Jilin Province 130021, PR China; Key Laboratory of Pathobiology, Ministry of Education, Jilin University, Changchun 130021, PR China.
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3
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Nguyen NH, Jarvi NL, Balu-Iyer SV. Immunogenicity of Therapeutic Biological Modalities - Lessons from Hemophilia A Therapies. J Pharm Sci 2023; 112:2347-2370. [PMID: 37220828 DOI: 10.1016/j.xphs.2023.05.014] [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: 02/10/2023] [Revised: 05/17/2023] [Accepted: 05/17/2023] [Indexed: 05/25/2023]
Abstract
The introduction and development of biologics such as therapeutic proteins, gene-, and cell-based therapy have revolutionized the scope of treatment for many diseases. However, a significant portion of the patients develop unwanted immune reactions against these novel biological modalities, referred to as immunogenicity, and no longer benefit from the treatments. In the current review, using Hemophilia A (HA) therapy as an example, we will discuss the immunogenicity issue of multiple biological modalities. Currently, the number of therapeutic modalities that are approved or recently explored to treat HA, a hereditary bleeding disorder, is increasing rapidly. These include, but are not limited to, recombinant factor VIII proteins, PEGylated FVIII, FVIII Fc fusion protein, bispecific monoclonal antibodies, gene replacement therapy, gene editing therapy, and cell-based therapy. They offer the patients a broader range of more advanced and effective treatment options, yet immunogenicity remains the most critical complication in the management of this disorder. Recent advances in strategies to manage and mitigate immunogenicity will also be reviewed.
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Affiliation(s)
- Nhan H Nguyen
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA; Currently at Truvai Biosciences, Buffalo, NY, USA
| | - Nicole L Jarvi
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Sathy V Balu-Iyer
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA.
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4
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Qafary M, Rashno F, Khajeh K, Khaledi M, Moosavi-Movahedi AA. Insulin fibrillation: Strategies for inhibition. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2022; 175:49-62. [DOI: 10.1016/j.pbiomolbio.2022.09.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Revised: 08/17/2022] [Accepted: 09/08/2022] [Indexed: 04/07/2023]
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5
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Recombinant factor VIII protein aggregation and adsorption at the liquid-solid interface. J Colloid Interface Sci 2022; 628:820-828. [DOI: 10.1016/j.jcis.2022.07.161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 06/07/2022] [Accepted: 07/26/2022] [Indexed: 11/22/2022]
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6
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Gao K, Oerlemans R, Groves MR. Theory and applications of differential scanning fluorimetry in early-stage drug discovery. Biophys Rev 2020; 12:85-104. [PMID: 32006251 PMCID: PMC7040159 DOI: 10.1007/s12551-020-00619-2] [Citation(s) in RCA: 124] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 01/08/2020] [Indexed: 02/06/2023] Open
Abstract
Differential scanning fluorimetry (DSF) is an accessible, rapid, and economical biophysical technique that has seen many applications over the years, ranging from protein folding state detection to the identification of ligands that bind to the target protein. In this review, we discuss the theory, applications, and limitations of DSF, including the latest applications of DSF by ourselves and other researchers. We show that DSF is a powerful high-throughput tool in early drug discovery efforts. We place DSF in the context of other biophysical methods frequently used in drug discovery and highlight their benefits and downsides. We illustrate the uses of DSF in protein buffer optimization for stability, refolding, and crystallization purposes and provide several examples of each. We also show the use of DSF in a more downstream application, where it is used as an in vivo validation tool of ligand-target interaction in cell assays. Although DSF is a potent tool in buffer optimization and large chemical library screens when it comes to ligand-binding validation and optimization, orthogonal techniques are recommended as DSF is prone to false positives and negatives.
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Affiliation(s)
- Kai Gao
- Structure Biology in Drug Design, Drug Design Group XB20, Departments of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Rick Oerlemans
- Structure Biology in Drug Design, Drug Design Group XB20, Departments of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Matthew R Groves
- Structure Biology in Drug Design, Drug Design Group XB20, Departments of Pharmacy, University of Groningen, Groningen, The Netherlands.
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Gentiluomo L, Roessner D, Streicher W, Mahapatra S, Harris P, Frieß W. Characterization of Native Reversible Self-Association of a Monoclonal Antibody Mediated by Fab-Fab Interaction. J Pharm Sci 2020; 109:443-451. [DOI: 10.1016/j.xphs.2019.09.021] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 08/22/2019] [Accepted: 09/16/2019] [Indexed: 11/28/2022]
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8
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Weber A, Engelmaier A, Siekmann J, Turecek PL. Polysialic Acid-Mediated Activity Measurement of Polysialylated Recombinant Coagulation Factor VIII. J Pharm Sci 2019; 109:966-974. [PMID: 31628921 DOI: 10.1016/j.xphs.2019.10.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Revised: 10/04/2019] [Accepted: 10/11/2019] [Indexed: 11/16/2022]
Abstract
Measurement of modified biologic including coagulation factors with extended half-life obtained, for example, by polysialylation pose an analytical challenge especially if both biological activity and presence of modification have to be determined. Analytical methods applied so far address only 1 of the 2 quality attributes of modified biologics. Here, we describe the development and bioanalytical validation of a polysialic acid-mediated factor VIII activity assay: Polysialic acid-specific capture of polysialylated recombinant factor VIII is combined with a chromogenic FVIII activity test using commercially available reagents. This assay principle enabled measurement of FVIII activity down to the pico mole-range without any interference by nonmodified factor VIII. To the best of our knowledge, this is the first method to selectively, accurately, and precisely measure simultaneously activity and modification integrity of a polysialylated biologic in complex matrices, as shown by the bioanalytical validation data. The convenience, robustness, and reliability of using this method has been demonstrated by its application for the nonclinical development of the polysialylated recombinant FVIII preparation. The method principle could be applied to protein modifications other than polysialylation and to activity tests other than the chromogenic FVIII assay.
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Affiliation(s)
- Alfred Weber
- Baxalta Innovations GmbH, A Member of the Takeda Group of Companies, Industriestraße 67, Vienna A-1221, Austria
| | - Andrea Engelmaier
- Baxalta Innovations GmbH, A Member of the Takeda Group of Companies, Industriestraße 67, Vienna A-1221, Austria
| | - Jürgen Siekmann
- Baxalta Innovations GmbH, A Member of the Takeda Group of Companies, Industriestraße 67, Vienna A-1221, Austria
| | - Peter L Turecek
- Baxalta Innovations GmbH, A Member of the Takeda Group of Companies, Industriestraße 67, Vienna A-1221, Austria.
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Anzengruber J, Feichtinger M, Bärnthaler P, Haider N, Ilas J, Pruckner N, Benamara K, Scheiflinger F, Reipert BM, Malisauskas M. How Full-Length FVIII Benefits from Its Heterogeneity - Insights into the Role of the B-Domain. Pharm Res 2019; 36:77. [PMID: 30937539 PMCID: PMC6443606 DOI: 10.1007/s11095-019-2599-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 02/27/2019] [Indexed: 11/19/2022]
Abstract
Purpose To explore how the natural heterogeneity of human coagulation factor VIII (FVIII) and the processing of its B-domain specifically modulate protein aggregation. Methods Recombinant FVIII (rFVIII) molecular species containing 70% or 20% B-domain, and B-domain-deleted rFVIII (BDD-rFVIII), were separated from full-length recombinant FVIII (FL-rFVIII). Purified human plasma-derived FVIII (pdFVIII) was used as a comparator. Heterogeneity and aggregation of the various rFVIII molecular species, FL-rFVIII and pdFVIII were analysed by SDS-PAGE, dynamic light scattering, high-performance size-exclusion chromatography and flow cytometry-based particle analysis. Results FL-rFVIII and pdFVIII were heterogeneous in nature and demonstrated similar resistance to aggregation under physical stress. Differences were observed between these and among rFVIII molecular species. FVIII molecular species exhibited diverging aggregation pathways dependent on B-domain content. The propensity to form aggregates increased with decreasing proportions of B-domain, whereas the opposite was observed for oligomer formation. Development of cross-β sheet-containing aggregates in BDD-rFVIII induced effective homologous seeding and faster aggregation. Naturally heterogeneous FL-rFVIII and pdFVIII displayed the lowest propensity to aggregate in all experiments. Conclusions These results demonstrate that pdFVIII and FL-rFVIII have similar levels of molecular heterogeneity, and suggest that heterogeneity and the B-domain are involved in stabilising FVIII by modulating its aggregation pathway. Electronic supplementary material The online version of this article (10.1007/s11095-019-2599-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Julia Anzengruber
- Research & Development, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria.
| | - Martin Feichtinger
- Technical Operations, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria
| | - Philipp Bärnthaler
- Technical Operations, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria
| | - Norbert Haider
- Technical Operations, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria
| | - Josenato Ilas
- Research & Development, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria
| | - Nina Pruckner
- Technical Operations, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria
| | - Karima Benamara
- Research & Development, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria
| | | | - Birgit M Reipert
- Research & Development, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria
| | - Mantas Malisauskas
- Research & Development, Baxalta Innovations GmbH, a Takeda company, Vienna, Austria
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10
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Wu H, Randolph TW. Rapid Quantification of Protein Particles in High-Concentration Antibody Formulations. J Pharm Sci 2019; 108:1110-1116. [DOI: 10.1016/j.xphs.2018.10.021] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Revised: 09/21/2018] [Accepted: 10/11/2018] [Indexed: 11/16/2022]
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11
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Biological considerations of plasma-derived and recombinant factor VIII immunogenicity. Blood 2017; 129:3147-3154. [DOI: 10.1182/blood-2016-11-750885] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Accepted: 04/19/2017] [Indexed: 02/06/2023] Open
Abstract
Abstract
In hemophilia A, the most severe complication of factor VIII (FVIII) replacement therapy involves the formation of FVIII neutralizing antibodies, also known as inhibitors, in 25% to 30% of patients. This adverse event is associated with a significant increase in morbidity and economic burden, thus highlighting the need to identify methods to limit FVIII immunogenicity. Inhibitor development is regulated by a complex balance of genetic factors, such as FVIII genotype, and environmental variables, such as coexistent inflammation. One of the hypothesized risk factors of inhibitor development is the source of the FVIII concentrate, which could be either recombinant or plasma derived. Differential immunogenicity of these concentrates has been documented in several recent epidemiologic studies, thus generating significant debate within the hemophilia treatment community. To date, these discussions have been unable to reach a consensus regarding how these outcomes might be integrated into enhancing clinical care. Moreover, the biological mechanistic explanations for the observed differences are poorly understood. In this article, we complement the existing epidemiologic investigations with an overview of the range of possible biochemical and immunologic mechanisms that may contribute to the different immune outcomes observed with plasma-derived and recombinant FVIII products.
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12
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Fluorescence dye-based detection of mAb aggregates in CHO culture supernatants. Anal Bioanal Chem 2015; 407:4849-56. [DOI: 10.1007/s00216-015-8672-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Revised: 03/30/2015] [Accepted: 03/31/2015] [Indexed: 01/16/2023]
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13
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14
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Kosloski MP, Shetty KA, Wakabayashi H, Fay PJ, Balu-Iyer SV. Effects of replacement of factor VIII amino acids Asp519 and Glu665 with Val on plasma survival and efficacy in vivo. AAPS JOURNAL 2014; 16:1038-45. [PMID: 24934295 DOI: 10.1208/s12248-014-9627-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2013] [Accepted: 05/20/2014] [Indexed: 11/30/2022]
Abstract
Proteolytic cleavage of factor VIII (FVIII) to activated FVIIIa is required for participation in the coagulation cascade. The A2 domain is no longer covalently bound in the resulting activated heterotrimer and is highly unstable. Aspartic acid (D) 519 and glutamic acid (E) 665 at the A1-A2 and A2-A3 domain interfaces were identified as acidic residues in local hydrophobic pockets. Replacement with hydrophobic valine (V; D519V/E665V) improved the stability and activity of the mutant FVIII over the wild-type (WT) protein in several in vitro assays. In the current study, we examined the impact of mutations on secondary and tertiary structure as well as in vivo stability, pharmacokinetics (PK), efficacy, and immunogenicity in a murine model of Hemophilia A (HA). Biophysical characterization was performed with far-UV circular dichroism (CD) and fluorescence emission studies. PK and efficacy of FVIII was studied following i.v. bolus doses of 4, 10 and 40 IU/kg with chromogenic and tail clip assays. Immunogenicity was measured with the Bethesda assay and ELISA after a series of i.v. injections. Native secondary and tertiary structure was unaltered between variants. PK profiles were similar at higher doses, but at 4 IU/kg plasma survival of D519V/E665V was improved. Hemostasis at low concentrations was improved for the mutant. Immune response was similar between variants. Overall, these results demonstrate that stabilizing mutations in the A2 domain of FVIII can improve HA therapy in vivo.
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Affiliation(s)
- Matthew P Kosloski
- Department of Pharmaceutical Sciences, University at Buffalo, The State University of New York, 359 Kapoor Hall, Buffalo, New York, 14214, USA
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15
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Mehta SB, Bee JS, Randolph TW, Carpenter JF. Partial unfolding of a monoclonal antibody: role of a single domain in driving protein aggregation. Biochemistry 2014; 53:3367-77. [PMID: 24804773 DOI: 10.1021/bi5002163] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
We have examined the effect of incubating a monoclonal antibody (mAb) in low (0-2.0 M) concentrations of guanidine hydrochloride (GdnHCl) on the protein's conformation and aggregation during isothermal incubation. In GdnHCl solutions at concentrations from 1.2 to 1.6 M, the mAb was partially unfolded. As demonstrated by fluorescence and circular dichroism spectroscopy, the partially unfolded state of the antibody had perturbed tertiary structure but retained native secondary structure. Furthermore, partial unfolding of the antibody was documented by analytical ultracentrifugation, dynamic light scattering, and limited proteolysis. Subsequent aggregation of the antibody was characterized using size-exclusion chromatography, analytical ultracentrifugation, and dynamic light scattering. Over the entire concentration range (0-2.0 M) of GdnHCl, protein-protein interactions were attractive, as quantified by negative osmotic second virial coefficients measured with static light scattering. However, during isothermal incubation at 37 °C, the aggregation of the antibody was detected only in solutions that induced partial unfolding. Differential scanning calorimetry studies showed that the antibody's CH2 domains were unfolded in antibody molecules that had been incubated in 1.2 M and higher concentrations of GdnHCl. These results suggest that unfolding of the CH2 domains leads to aggregation.
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Affiliation(s)
- Shyam B Mehta
- Department of Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus , Aurora, Colorado 80045, United States
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16
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Xu Y, Grobelny P, Von Allmen A, Knudson K, Pikal M, Carpenter JF, Randolph TW. Protein quantity on the air-solid interface determines degradation rates of human growth hormone in lyophilized samples. J Pharm Sci 2014; 103:1356-66. [PMID: 24623139 DOI: 10.1002/jps.23926] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Revised: 02/11/2014] [Accepted: 02/17/2014] [Indexed: 12/14/2022]
Abstract
Recombinant human growth hormone (rhGH) was lyophilized with various glass-forming stabilizers, employing cycles that incorporated various freezing and annealing procedures to manipulate glass formation kinetics, associated relaxation processes, and glass-specific surface areas (SSAs). The secondary structure in the cake was monitored by infrared and in reconstituted samples by circular dichroism. The rhGH concentrations on the surface of lyophilized powders were determined from electron spectroscopy for chemical analysis. Glass transition temperature (Tg ), SSAs, and water contents were determined immediately after lyophilization. Lyophilized samples were incubated at 323 K for 16 weeks, and the resulting extents of rhGH aggregation, oxidation, and deamidation were determined after rehydration. Water contents and Tg were independent of lyophilization process parameters. Compared with samples lyophilized after rapid freezing, rhGH in samples that had been annealed in frozen solids prior to drying, or annealed in glassy solids after secondary drying retained more native-like protein secondary structure, had a smaller fraction of the protein on the surface of the cake, and exhibited lower levels of degradation during incubation. A simple kinetic model suggested that the differences in the extent of rhGH degradation during storage in the dried state between different formulations and processing methods could largely be ascribed to the associated levels of rhGH at the solid-air interface after lyophilization.
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Affiliation(s)
- Yemin Xu
- Center for Pharmaceutical Biotechnology, Department of Biochemistry, University of Colorado, Boulder, Colorado, 80309
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17
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Competing aggregation pathways for monoclonal antibodies. FEBS Lett 2014; 588:936-41. [PMID: 24530501 DOI: 10.1016/j.febslet.2014.01.051] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Revised: 12/30/2013] [Accepted: 01/24/2014] [Indexed: 11/22/2022]
Abstract
Aggregation is mediated by local unfolding to allow aggregation "hot spot(s)" to become solvent exposed and available to associate with a hot spot on another partially unfolded protein. Historically, the unfolding of either the crystallizable fragment (Fc) or the antigen binding fragment (Fab) regions of a given monoclonal antibody (MAb) has been implicated in aggregation, with differing results across different proteins. The present work focuses on separately quantifying the aggregation kinetics of isolated Fc, isolated Fab, and intact MAb as a function of pH under accelerated (high temperature) conditions. The results show that both Fab and Fc are aggregation prone and compete within the same MAb.
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Chinisaz M, Larijani B, Ebrahim-Habibi A. A molecular modeling study on full-length insulin: insight into initial events of amyloid formation. Struct Chem 2014. [DOI: 10.1007/s11224-014-0395-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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19
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Polyglycerol coatings of glass vials for protein resistance. Eur J Pharm Biopharm 2013; 85:756-64. [DOI: 10.1016/j.ejpb.2013.04.005] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2012] [Revised: 04/08/2013] [Accepted: 04/15/2013] [Indexed: 12/23/2022]
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20
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Jezek J, Darton NJ, Derham BK, Royle N, Simpson I. Biopharmaceutical formulations for pre-filled delivery devices. Expert Opin Drug Deliv 2013; 10:811-28. [DOI: 10.1517/17425247.2013.780023] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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21
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Kim N, Remmele RL, Liu D, Razinkov VI, Fernandez EJ, Roberts CJ. Aggregation of anti-streptavidin immunoglobulin gamma‐1 involves Fab unfolding and competing growth pathways mediated by pH and salt concentration. Biophys Chem 2013; 172:26-36. [DOI: 10.1016/j.bpc.2012.12.004] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2012] [Revised: 11/29/2012] [Accepted: 12/18/2012] [Indexed: 12/16/2022]
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22
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Second Osmotic Virial Coefficients and Aggregation of Monoclonal Antibodies by Static Laser Light Scattering. Z PHYS CHEM 2013. [DOI: 10.1524/zpch.2013.0325] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Abstract
The second osmotic virial coefficient and the apparent molar mass of two human and one mouse monoclonal antibodies were measured in different aequeous buffer solutions which also contained sodium chloride or ammonium sulfate, respectively, by static laser light scattering in batch mode. The apparent molar mass indicates aggregation. At a constant pH value of 6.5 the sodium chloride concentration was varied from 0 to 2 M and the ammonium sulfate concentration from 0 to 0.8 M, respectively. A 20 mM sodium-phosphate buffer was used for all experiments. Furthermore the pH value was varied without adding additional salt from 4.5 to 10. The results of the salt dependency are in line with the Hofmeister-series. The results of the pH dependency correspond to the net charge of the molecules.
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Pisal DS, Kosloski MP, Middaugh CR, Bankert RB, Balu-Iyer SV. Native-like aggregates of factor VIII are immunogenic in von Willebrand factor deficient and hemophilia a mice. J Pharm Sci 2012; 101:2055-65. [PMID: 22388918 DOI: 10.1002/jps.23091] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2011] [Revised: 02/01/2012] [Accepted: 02/03/2012] [Indexed: 01/13/2023]
Abstract
The administration of recombinant factor VIII (FVIII) is the first-line therapy for hemophilia A (HA), but 25%-35% of patients develop an inhibitory antibody response. In general, the presence of aggregates contributes to unwanted immunogenic responses against therapeutic proteins. FVIII has been shown to form both native-like and nonnative aggregates. Previously, we showed that nonnative aggregates of FVIII are less immunogenic than the native protein. Here, we investigated the effect of native-like aggregates of FVIII on immunogenicity in HA and von Willebrand factor knockout (vWF(-/-)) mice. Mice immunized with native-like aggregates showed significantly higher inhibitory antibody titers than animals that received native FVIII. Following restimulation in vitro with native FVIII, the activation of CD4+ T-cells isolated from mice immunized with native-like aggregates is approximately fourfold higher than mice immunized with the native protein. Furthermore, this is associated with increases in the secretion of proinflammatory cytokines IL-6 and IL-17 in the native-like aggregate treatment group. The results indicate that the native-like aggregates of FVIII are more immunogenic than native FVIII for both the B-cell and the T-cell responses.
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Affiliation(s)
- Dipak S Pisal
- Department of Pharmaceutical Sciences, University at Buffalo, The State University of New York, Amherst, New York 14260, USA
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24
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Kumar V, Dixit N, Zhou L(L, Fraunhofer W. Impact of short range hydrophobic interactions and long range electrostatic forces on the aggregation kinetics of a monoclonal antibody and a dual-variable domain immunoglobulin at low and high concentrations. Int J Pharm 2011; 421:82-93. [DOI: 10.1016/j.ijpharm.2011.09.017] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2011] [Revised: 08/17/2011] [Accepted: 09/19/2011] [Indexed: 10/17/2022]
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25
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Berhanu WM, Masunov AE. Controlling the aggregation and rate of release in order to improve insulin formulation: molecular dynamics study of full-length insulin amyloid oligomer models. J Mol Model 2011; 18:1129-42. [PMID: 21674205 DOI: 10.1007/s00894-011-1123-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2011] [Accepted: 05/09/2011] [Indexed: 02/07/2023]
Abstract
Insulin is a hormone that regulates the physiological glucose level in human blood. Insulin injections are used to treat diabetic patients. The amyloid aggregation of insulin may cause problems during the production, storage, and delivery of insulin formulations. Several modifications to the C-terminus of the B chain have been suggested in order to improve the insulin formulation. The central fragments of the A and B chains (LYQLENY and LVEALYL) have recently been identified as β-sheet-forming regions, and their microcrystalline structures have been used to build a high-resolution amyloid fibril model of insulin. Here we report on a molecular dynamics (MD) study of single-layer oligomers of the full-length insulin which aimed to identify the structural elements that are important for amyloid stability, and to suggest single glycine mutants in the β-sheet region that may improve the formulation. Structural stability, aggregation behavior and the thermodynamics of association were studied for the wild-type and mutant aggregates. A comparison of the oligomers of different sizes revealed that adding strands enhances the internal stability of the wild-type aggregates. We call this "dynamic cooperativity". The secondary structure content and clustering analysis of the MD trajectories show that the largest aggregates retain the fibril conformation, while the monomers and dimers lose their conformations. The degree of structural similarity between the oligomers in the simulation and the fibril conformation is proposed as a possible explanation for the experimentally observed shortening of the nucleation lag phase of insulin with oligomer seeding. Decomposing the free energy into electrostatic, van der Waals and solvation components demonstrated that electrostatic interactions contribute unfavorably to the binding, while the van der Waals and especially solvation effects are favorable for it. A per-atom decomposition allowed us to identify the residues that contribute most to the binding free energy. Residues in the β-sheet regions of chains A and B were found to be the key residues as they provided the largest favorable contributions to single-layer association. The positive ∆∆G (mut) values of 37.3 to 1.4 kcal mol(-1) of the mutants in the β-sheet region indicate that they have a lower tendency to aggregate than the wild type. The information obtained by identifying the parts of insulin molecules that are crucial to aggregate formation and stability can be used to design new analogs that can better control the blood glucose level. The results of our simulation may help in the rational design of new insulin analogs with a decreased propensity for self-association, thus avoiding injection amyloidosis. They may also be used to design new fast-acting and delayed-release insulin formulations.
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Affiliation(s)
- Workalemahu Mikre Berhanu
- NanoScience Technology Center and Department of Chemistry, University of Central Florida, Orlando, FL 32826, USA
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26
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Goldberg DS, Bishop SM, Shah AU, Sathish HA. Formulation Development of Therapeutic Monoclonal Antibodies Using High-Throughput Fluorescence and Static Light Scattering Techniques: Role of Conformational and Colloidal Stability. J Pharm Sci 2011; 100:1306-15. [DOI: 10.1002/jps.22371] [Citation(s) in RCA: 121] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2010] [Revised: 09/13/2010] [Accepted: 09/16/2010] [Indexed: 11/11/2022]
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27
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Aggregation Stability of a Monoclonal Antibody During Downstream Processing. Pharm Res 2011; 28:1884-94. [DOI: 10.1007/s11095-011-0416-7] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2010] [Accepted: 03/03/2011] [Indexed: 01/13/2023]
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28
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Peng A, Straubinger RM, Balu-Iyer SV. Phosphatidylinositol containing lipidic particles reduces immunogenicity and catabolism of factor VIII in hemophilia a mice. AAPS JOURNAL 2010; 12:473-81. [PMID: 20517659 DOI: 10.1208/s12248-010-9207-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2010] [Accepted: 05/18/2010] [Indexed: 11/30/2022]
Abstract
Factor VIII (FVIII) is an important cofactor in blood coagulation cascade. It is a multidomain protein that consists of six domains, NH2-A1-A2-B-A3-C1-C2-COOH. The deficiency or dysfunction of FVIII causes hemophilia A, a life-threatening bleeding disorder. Replacement therapy using recombinant FVIII (rFVIII) is the first line of therapy, but a major clinical complication is the development of inhibitory antibodies that abrogate the pharmacological activity of the administered protein. FVIII binds to anionic phospholipids (PL), such as phosphatidylinositol (PI), via lipid binding region within the C2 domain of FVIII. This lipid binding site not only consists of immunodominant epitopes but is also involved in von Willebrand factor binding that protects FVIII from degradation in vivo. Thus, we hypothesize that FVIII-PL complex will influence immunogenicity and catabolism of FVIII. The biophysical studies showed that PI binding did not alter conformation of the protein but improved intrinsic stability as measured by thermal denaturation studies. ELISA studies confirmed the involvement of the C2 domain in binding to PI containing lipid particles. PI binding prolonged the in vivo circulation time and reduced catabolism of FVIII in hemophilia A mice. FVIII-PI complex reduced inhibitor development in hemophilia A mice following intravenous and subcutaneous administration. The data suggest that PI binding reduces catabolism and immunogenicity of FVIII and has potential to be a useful therapeutic approach for hemophilia A.
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Affiliation(s)
- Aaron Peng
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, 526 Hochstetter Hall, Amherst, New York 14260, USA
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29
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Groenning M. Binding mode of Thioflavin T and other molecular probes in the context of amyloid fibrils-current status. J Chem Biol 2010; 3:1-18. [PMID: 19693614 PMCID: PMC2816742 DOI: 10.1007/s12154-009-0027-5] [Citation(s) in RCA: 459] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2009] [Accepted: 08/04/2009] [Indexed: 10/20/2022] Open
Abstract
Because understanding amyloid fibrillation in molecular detail is essential for development of strategies to control amyloid formation and overcome neurodegenerative disorders, increased understanding of present molecular probes as well as development of new probes are of utmost importance. To date, the binding modes of these molecular probes to amyloid fibrils are by no means adequately described or understood, and the large number of studies on Thioflavin T (ThT) and Congo Red (CR) binding have resulted in models that are incomplete and conflicting. Different types of binding sites are likely to be present in amyloid fibrils with differences in binding modes. ThT may bind in channels running parallel to the long axis of the fibril. In the channels, ThT may bind in either a monomeric or dimeric form of which the molecular conformation is likely to be planar. CR may bind in grooves formed along the β-sheets as a planar molecule in either a monomeric or supramolecular form.
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Affiliation(s)
- Minna Groenning
- Department of Pharmaceutics and Analytical Chemistry, Faculty of Pharmaceutical Sciences, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
- IFM, Department of Chemistry, Linköping University, 581 83 Linköping, Sweden
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30
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Manning MC, Chou DK, Murphy BM, Payne RW, Katayama DS. Stability of protein pharmaceuticals: an update. Pharm Res 2010; 27:544-75. [PMID: 20143256 DOI: 10.1007/s11095-009-0045-6] [Citation(s) in RCA: 751] [Impact Index Per Article: 53.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2009] [Accepted: 12/27/2009] [Indexed: 12/16/2022]
Abstract
In 1989, Manning, Patel, and Borchardt wrote a review of protein stability (Manning et al., Pharm. Res. 6:903-918, 1989), which has been widely referenced ever since. At the time, recombinant protein therapy was still in its infancy. This review summarizes the advances that have been made since then regarding protein stabilization and formulation. In addition to a discussion of the current understanding of chemical and physical instability, sections are included on stabilization in aqueous solution and the dried state, the use of chemical modification and mutagenesis to improve stability, and the interrelationship between chemical and physical instability.
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31
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Joshi O, Chu L, McGuire J, Wang DQ. Adsorption and function of recombinant Factor VIII at the air-water interface in the presence of Tween 80. J Pharm Sci 2009; 98:3099-107. [PMID: 18781611 DOI: 10.1002/jps.21569] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The air-water surface tension kinetic and steady state behavior exhibited by a recombinant Factor VIII were recorded in the presence of the surfactant Tween 80. The rate of surface tension decrease was determined to be greater for rFVIII-Tween mixtures than for Tween acting alone, at all Tween concentrations studied (8-108 ppm). In addition, steady state interfacial behavior was determined to be governed entirely by surfactant adsorption in mixtures with Tween concentrations greater than or equal to about 18 ppm. The formation of aggregates, tertiary structure change, and biological activity of rFVIII in agitated as well as unagitated samples were monitored using turbidity measurements, intrinsic fluorescence spectroscopy, and the activated partial thromboplastin time, respectively. The results are consistent with two mechanisms characterizing the surfactant-mediated stabilization of rFVIII: the rapid, preferential adsorption of Tween molecules relative to rFVIII molecules at the air-water interface, and Tween association with rFVIII in solution to provide a steric barrier to aggregation. While both mechanisms are relevant in the presence of an interface, evidence recorded here suggests that the preferential adsorption of Tween at the interface is the major stabilization mechanism while the effectiveness of Tween association with rFVIII is compromised in agitated samples.
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Affiliation(s)
- Omkar Joshi
- Department of Chemical Engineering, Oregon State University, Corvallis, Oregon 97331, USA
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32
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Kosloski MP, Miclea RD, Balu-Iyer SV. Role of glycosylation in conformational stability, activity, macromolecular interaction and immunogenicity of recombinant human factor VIII. AAPS JOURNAL 2009; 11:424-31. [PMID: 19499345 DOI: 10.1208/s12248-009-9119-y] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2009] [Accepted: 05/20/2009] [Indexed: 11/30/2022]
Abstract
Factor VIII (FVIII) is a multi-domain glycoprotein that is an essential cofactor in the blood coagulation cascade. Its deficiency or dysfunction causes hemophilia A, a bleeding disorder. Replacement using exogenous recombinant human factor VIII (rFVIII) is the first line of therapy for hemophilia A. The role of glycosylation on the activity, stability, protein-lipid interaction, and immunogenicity of FVIII is not known. In order to investigate the role of glycosylation, a deglycosylated form of FVIII was generated by enzymatic cleavage of carbohydrate chains. The biochemical properties of fully glycosylated and completely deglycosylated forms of rFVIII (degly rFVIII) were compared using enzyme-linked immunosorbent assay, size exclusion chromatography, and clotting activity studies. The biological activity of degly FVIII decreased in comparison to the fully glycosylated protein. The ability of degly rFVIII to interact with phosphatidylserine containing membranes was partly impaired. Data suggested that glycosylation significantly influences the stability and the biologically relevant macromolecular interactions of FVIII. The effect of glycosylation on immunogenicity was investigated in a murine model of hemophilia A. Studies showed that deletion of glycosylation did not increase immunogenicity.
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Affiliation(s)
- Matthew P Kosloski
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Amherst, NY 14260, USA
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33
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Cheng W, Lim LY. Lipeo-sCT: A novel reversible lipidized salmon calcitonin derivative, its biophysical properties and hypocalcemic activity. Eur J Pharm Sci 2009; 37:151-9. [DOI: 10.1016/j.ejps.2009.02.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2008] [Revised: 02/05/2009] [Accepted: 02/06/2009] [Indexed: 11/15/2022]
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34
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Weiss WF, Young TM, Roberts CJ. Principles, approaches, and challenges for predicting protein aggregation rates and shelf life. J Pharm Sci 2009; 98:1246-77. [DOI: 10.1002/jps.21521] [Citation(s) in RCA: 238] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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35
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Joshi O, McGuire J, Wang D. Adsorption and function of recombinant factor VIII at solid–water interfaces in the presence of Tween-80. J Pharm Sci 2008; 97:4741-55. [DOI: 10.1002/jps.21333] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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36
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Hawe A, Sutter M, Jiskoot W. Extrinsic fluorescent dyes as tools for protein characterization. Pharm Res 2008; 25:1487-99. [PMID: 18172579 PMCID: PMC2440933 DOI: 10.1007/s11095-007-9516-9] [Citation(s) in RCA: 872] [Impact Index Per Article: 54.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2007] [Accepted: 12/05/2007] [Indexed: 11/16/2022]
Abstract
Noncovalent, extrinsic fluorescent dyes are applied in various fields of protein analysis, e.g. to characterize folding intermediates, measure surface hydrophobicity, and detect aggregation or fibrillation. The main underlying mechanisms, which explain the fluorescence properties of many extrinsic dyes, are solvent relaxation processes and (twisted) intramolecular charge transfer reactions, which are affected by the environment and by interactions of the dyes with proteins. In recent time, the use of extrinsic fluorescent dyes such as ANS, Bis-ANS, Nile Red, Thioflavin T and others has increased, because of their versatility, sensitivity and suitability for high-throughput screening. The intention of this review is to give an overview of available extrinsic dyes, explain their spectral properties, and show illustrative examples of their various applications in protein characterization.
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Affiliation(s)
- Andrea Hawe
- Division of Drug Delivery Technology, Leiden/Amsterdam Center for Drug Research, Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands
| | - Marc Sutter
- Division of Drug Delivery Technology, Leiden/Amsterdam Center for Drug Research, Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands
- Novartis Pharma AG, WSJ-316.4.14, CH-4056 Basel, Switzerland
| | - Wim Jiskoot
- Division of Drug Delivery Technology, Leiden/Amsterdam Center for Drug Research, Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands
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37
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Saluja A, Kalonia DS. Nature and consequences of protein–protein interactions in high protein concentration solutions. Int J Pharm 2008; 358:1-15. [PMID: 18485634 DOI: 10.1016/j.ijpharm.2008.03.041] [Citation(s) in RCA: 150] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2008] [Revised: 03/27/2008] [Accepted: 03/28/2008] [Indexed: 11/20/2022]
Affiliation(s)
- Atul Saluja
- Process and Product Development, Amgen Inc., Seattle, WA 98119, USA
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38
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Ramani K, Miclea RD, Purohit VS, Mager DE, Straubinger RM, Balu-Iyer SV. Phosphatidylserine containing liposomes reduce immunogenicity of recombinant human factor VIII (rFVIII) in a murine model of hemophilia A. J Pharm Sci 2008; 97:1386-98. [PMID: 17705286 PMCID: PMC2574438 DOI: 10.1002/jps.21102] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Factor VIII (FVIII) is a multidomain protein that is deficient in hemophilia A, a clinically important bleeding disorder. Replacement therapy using recombinant human FVIII (rFVIII) is the main therapy. However, approximately 15-30% of patients develop inhibitory antibodies that neutralize rFVIII activity. Antibodies to epitopes in C2 domain, which is involved in FVIII binding to phospholipids, are highly prevalent. Here, we investigated the effect of phosphatidylserine (PS)-containing liposomes, which bind to C2 domain with high affinity and specificity, upon the immunogenicity of rFVIII. Circular dichroism studies showed that PS-containing liposomes interfered with aggregation of rFVIII. Immunogenicity of free- versus liposomal-rFVIII was evaluated in a murine model of hemophilia A. Animals treated with s.c. injections of liposomal-rFVIII had lower total- and inhibitory titers, compared to animals treated with rFVIII alone. Antigen processing by proteolytic enzymes was reduced in the presence of liposomes. Animals treated with s.c. injections of liposomal-rFVIII showed a significant increase in rFVIII plasma concentration compared to animals that received rFVIII alone. Based on these studies, we hypothesize that specific molecular interactions between PS-containing bilayers and rFVIII may provide a basis for designing lipidic complexes that improve the stability, reduce the immunogenicity of rFVIII formulations, and permit administration by s.c. route.
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Affiliation(s)
- Karthik Ramani
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Amherst, New York 14260, USA
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39
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Abstract
Experimental kinetics of non-native protein aggregation are of practical importance in that they help dictate viable processing, formulation, and storage conditions for biotechnology products, and appear to play a role in determining the onset of a number of diseases. Fundamentally, aggregation kinetics provide insights into the identity of key intermediates in the process, and quantitative tests of available models of aggregation. Although aggregation kinetics often display seemingly disparate behaviors across different proteins and sample conditions, this review illustrates how many of these can be understood within a general framework that treats aggregation as a multi-stage process, and how most available kinetic models of aggregation can be grouped hierarchically in terms of which stage(s) they include. This provides an aid for workers seeking a mechanistic interpretation of in vitro aggregation kinetics, for discriminating among competing models, and in designing experiments to assess in vitro protein stability. Limitations and the utility of purely kinetic approaches to studying aggregation, clarifications of common misperceptions regarding experimental aggregation kinetics, and some outstanding challenges in the field are briefly discussed.
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Affiliation(s)
- Christopher J Roberts
- Department of Chemical Engineering, University of Delaware, Newark, Delaware 19716, USA.
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40
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Folding Considerations for Therapeutic Protein Formulations. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2008; 83:255-70. [DOI: 10.1016/s0079-6603(08)00606-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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41
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Saluja A, Badkar AV, Zeng DL, Kalonia DS. Ultrasonic rheology of a monoclonal antibody (IgG2) solution: Implications for physical stability of proteins in high concentration formulations. J Pharm Sci 2007; 96:3181-95. [PMID: 17588261 DOI: 10.1002/jps.20970] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The purpose of this work was to investigate if physical stability of a model monoclonal antibody (IgG(2)), as determined by extent of aggregation, was related to rheology of its solutions. Storage stability of the model protein was assessed at 25 degrees C and 37 degrees C for three months in solutions ranging from pH 4.0 to 9.0 and ionic strengths of 4 mM and 300 mM. The rheology of IgG(2) solutions has been characterized at 25 degrees C in our previous work and correlation of solution storage modulus (G') with protein-protein interactions established. The extent of aggregation was consistent with solution rheology as understood in terms of changes in G' with protein concentration. Thermodynamic stability of native IgG(2) conformation increased with increasing pH. The correlation between rheology and aggregation was also assessed at increased ionic strengths. The decrease in aggregation was consistent with change in solution rheology profile at pH 7.4 and 9.0. The results provide evidence of a relationship between solution rheology and extent of aggregation for the model protein studied. The implications of this relationship for formulation and physical stability assessment in high concentration protein solutions are discussed.
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Affiliation(s)
- Atul Saluja
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Connecticut, Storrs, CT 06269, USA
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42
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Young TM, Roberts CJ. A quasichemical approach for protein-cluster free energies in dilute solution. J Chem Phys 2007; 127:165101. [DOI: 10.1063/1.2779323] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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43
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Miclea RD, Varma PR, Peng A, Balu-Iyer SV. Development and characterization of lipidic cochleate containing recombinant factor VIII. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2007; 1768:2890-8. [PMID: 17936245 DOI: 10.1016/j.bbamem.2007.08.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2007] [Revised: 08/02/2007] [Accepted: 08/02/2007] [Indexed: 11/18/2022]
Abstract
Hemophilia A, a life-threatening bleeding disorder, is caused by deficiency of factor VIII (FVIII). Replacement therapy using rFVIII is the first line therapy for hemophilia A. However, 15-30% of patients develop neutralizing antibody, mainly against the C2, A3 and A2 domains. It has been reported that PS-FVIII complex reduced total and neutralizing anti-rFVIII antibody titers in hemophilia A murine models. Here, we developed FVIII-containing cochleate cylinders, utilizing PS-Ca(2+) interactions and characterized these particles for optimal in vivo properties using biophysical and biochemical techniques. Approximately 75% of the protein was associated with cochleate cylinders. Sandwich ELISA, acrylamide quenching and enzymatic digestion studies established that rFVIII was shielded from the bulk aqueous phase by the lipidic structures, possibly leading to improved in vivo stability. Freeze-thawing and rate-limiting diffusion studies revealed that small cochleate cylinders with a particle size of 500 nm or less could be generated. The release kinetics and in vivo experiments suggested that there is slow and sustained release of FVIII from the complex upon systemic exposure. In vivo studies using tail clip method indicated that FVIII-cochleate complex is effective and protects hemophilic mice from bleeding. Based on these studies, we speculate that the molecular interaction between FVIII and PS may provide a basis for the design of novel FVIII lipidic structures for delivery applications.
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Affiliation(s)
- Razvan D Miclea
- Department of Molecular and Cellular Biophysics and Biochemistry, Roswell Park Cancer Institute, Buffalo, NY 14263, USA
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44
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Weiss WF, Hodgdon TK, Kaler EW, Lenhoff AM, Roberts CJ. Nonnative protein polymers: structure, morphology, and relation to nucleation and growth. Biophys J 2007; 93:4392-403. [PMID: 17704182 PMCID: PMC2098717 DOI: 10.1529/biophysj.107.112102] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Thermally induced aggregates of alpha-chymotrypsinogen A and bovine granulocyte-colony stimulating factor in acidic solutions were characterized by a combination of static and dynamic light scattering, spectroscopy, transmission electron microscopy, and monomer loss kinetics. The resulting soluble, high-molecular weight aggregates (approximately 10(3)-10(5) kDa) are linear, semiflexible polymer chains that do not appreciably associate with one another under the conditions at which they were formed, with classic power-law scaling of the radius of gyration and hydrodynamic radius with weight-average molecular weight (M(w)). Aggregates in both systems are composed of nonnative monomers with elevated levels of beta-sheet secondary structure, and bind thioflavine T. In general, the aggregate size distributions showed low polydispersity by light scattering. Together with the inverse scaling of M(w) with protein concentration, the results clearly indicate that aggregation proceeds via nucleated (chain) polymerization. For alpha-chymotrypsinogen A, the scaling behavior is combined with the kinetics of aggregation to deduce separate values for the characteristic timescales for nucleation (tau(n)) and growth (tau(g)), as well as the stoichiometry of the nucleus (x). The analysis illustrates a general procedure to noninvasively and quantitatively determine tau(n), tau(g), and x for soluble (chain polymer) aggregates, as well as the relationship between tau(n)/tau(g) and aggregate M(w).
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Affiliation(s)
- William F Weiss
- Department of Chemical Engineering, University of Delaware, Newark, Delaware, USA
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45
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Miclea RD, Purohit VS, Balu-Iyer SV. O-phospho-L-serine, multi-functional excipient for B domain deleted recombinant factor VIII. AAPS JOURNAL 2007; 9:E251-9. [PMID: 17907766 PMCID: PMC2573386 DOI: 10.1208/aapsj0902028] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Factor VIII (FVIII) is an important cofactor in the blood coagulation cascade. A deficiency or dysfunction of FVIII causes hemophilia A, a life-threatening bleeding disorder. FVIII circulates in plasma as a heterodimer comprising 6 domains (heavy chain, A1-A2-B and light chain, A3-C1-C2). Replacement therapy using FVIII is the leading therapy in the management of hemophilia A. However, approximately 15% to 30% of patients develop inhibitory antibodies that neutralize the activity of the protein. Neutralizing antibodies to epitopes in the lipid binding region of FVIII are commonly identified in patients' plasma. In this report, we investigated the effect of O-phospho-L-serine (OPLS), which binds to the lipid binding region, on the immunogenicity of B domain deleted recombinant factor VIII (BDDrFVIII). Sandwich enzyme-linked immunosorbent assay (ELISA) studies showed that OPLS specifically bind to the lipid binding region, localized in the C2 domain of the coagulation factor. Size exclusion chromatography and fluorescence anisotropy studies showed that OPLS interfered with the aggregation of BDDrFVIII. Immunogenicity of free- vs BDDrFVIII-OPLS complex was evaluated in a murine model of hemophilia A. Animals administered subcutaneous (sc) injections of BDDrFVIII-OPLS had lower neutralizing titers compared with animals treated with BDDrFVIII alone. Based on these studies, we hypothesize that specific molecular interactions between OPLS and BDDrFVIII may improve the stability and reduce the immunogenicity of BDDrFVIII formulations.
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Affiliation(s)
- Razvan D. Miclea
- />Department of Molecular & Cellular Biophysics and Biochemistry, Roswell Park Cancer Institute, Buffalo, NY
| | - Vivek S. Purohit
- />Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, 14260 Buffalo, NY
| | - Sathy V. Balu-Iyer
- />Department of Molecular & Cellular Biophysics and Biochemistry, Roswell Park Cancer Institute, Buffalo, NY
- />Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, State University of New York, 14260 Buffalo, NY
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Andrews JM, Roberts CJ. A Lumry-Eyring nucleated polymerization model of protein aggregation kinetics: 1. Aggregation with pre-equilibrated unfolding. J Phys Chem B 2007; 111:7897-913. [PMID: 17571872 DOI: 10.1021/jp070212j] [Citation(s) in RCA: 173] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A mathematical model is presented of the kinetics of non-native protein aggregation that combines Lumry-Eyring and nucleated polymerization (LENP) descriptions. The LENP model is solved for cases in which aggregation rates are slow compared to folding-unfolding equilibration and is shown to be a generalization of a number of previously proposed nucleation-and-growth models for non-native and native protein aggregation. The model solutions exhibit a number of qualitative kinetic regimes. Each regime has a characteristic set of experimental signatures that are related to the relative rates of growth and nucleation as well as to the threshold size at which aggregates condense to form higher-order structures or other phases. Approximate model solutions provide practical rate equations that can be regressed against typical experimental kinetic data to obtain mechanistic parameters characterizing the aggregation pathway. In all kinetic regimes, it is found that observed rate coefficients (kobs) or half-lives (t50) obtained from extent-of-reaction measurements are convolutions of more than one stage in the pathway unless purely seeded growth occurs. Despite this convolution, the combination of apparent reaction order (time domain) and the scaling of kobs or t50 with initial protein concentration provides a means to determine a value for the dominant nucleus size in each case. Additional information, such as equilibrium unfolding thermodynamics and the limiting aggregate size distribution, are required to further deconvolute kobs into intrinsic contributions from nucleation, growth, and conformational changes. The model and analysis are expected to be generally applicable to a wide range of proteins and polypeptides that form non-native aggregates.
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Affiliation(s)
- Jennifer M Andrews
- Department of Chemical Engineering, 150 Academy Street, Colburn Laboratory, University of Delaware, Newark, Delaware 19716, USA
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47
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Groenning M, Olsen L, van de Weert M, Flink JM, Frokjaer S, Jørgensen FS. Study on the binding of Thioflavin T to β-sheet-rich and non-β-sheet cavities. J Struct Biol 2007; 158:358-69. [PMID: 17289401 DOI: 10.1016/j.jsb.2006.12.010] [Citation(s) in RCA: 187] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2006] [Revised: 12/18/2006] [Accepted: 12/19/2006] [Indexed: 11/27/2022]
Abstract
Amyloid fibril formation plays a role in more than 20 diseases including Alzheimer's disease. In vitro detection of these fibrils is often performed using Thioflavin T (ThT), though the ThT binding mode is largely unknown. In the present study, spectral properties of ThT in binding environments representing beta-sheet-rich and non-beta-sheet cavities were examined. Acetylcholinesterase and gamma-cyclodextrin induced a characteristic ThT fluorescence similar to that with amyloid fibrils, whereas beta-cyclodextrin and the beta-sheet-rich transthyretin did not. The cavities of acetylcholinesterase and gamma-cyclodextrin were of similar diameter and only these cavities could accommodate two ThT ions according to molecular modelling. Binding stoichiometry studies also showed a possible binding of two ThT ions. Thus, the characteristic ThT fluorescence is induced in cavities with a diameter of 8-9A and a length able to accommodate the entire length of the ThT ion. The importance of a cavity diameter capable of binding two ThT ions, among others, indicates that an excimer formation is a plausible mechanism for the characteristic fluorescence. We propose a similar ThT binding mode in amyloid fibrils, where cavities of an appropriate size running parallel to the fibril axis have previously been proposed in several amyloid fibril models.
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Affiliation(s)
- Minna Groenning
- Department of Pharmaceutics and Analytical Chemistry, The Danish University of Pharmaceutical Sciences, Universitetsparken 2, 2100 Copenhagen, Denmark.
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48
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Stigsnaes P, Frokjaer S, Bjerregaard S, van de Weert M, Kingshott P, Moeller EH. Characterisation and physical stability of PEGylated glucagon. Int J Pharm 2007; 330:89-98. [PMID: 17023127 DOI: 10.1016/j.ijpharm.2006.09.002] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2005] [Revised: 08/07/2006] [Accepted: 09/06/2006] [Indexed: 11/20/2022]
Abstract
Glucagon was mono-PEGylated with PEG 5000 at Lys-12 to examine the effect on conformation and physical stability during purification and freeze-drying. The model peptide glucagon is highly unstable and readily forms fibrils in solution. Secondary structure was determined by FTIR and far-UV CD and physical stability was assessed by the Thioflavin T assay. Glucagon samples were included, which underwent the same RP-HPLC purification and/or freeze-drying as glucagon-PEG 5000. After purification and freeze-drying glucagon samples showed formation of intermolecular beta-sheet by FTIR, this correlated with shorter lag-times for fibrillation in the Thioflavin T assay. Formation of intermolecular beta-sheet was less apparent for glucagon-PEG 5000 and no fibrillation was detected by Thioflavin T assay. Apparently PEGylation significantly improved the physical stability of glucagon after purification and freeze-drying, possibly by steric hindrance of peptide-peptide interactions. Alterations in the secondary structure were observed for freeze-dried and reconstituted peptide samples by liquid FTIR. The peak for alpha-helix shifted to 1664 cm(-1), which could possibly be explained by formation of 3(10)-helix. Neither 3(10)-helix nor intermolecular beta-sheet could be detected by far-UV CD, where all peptide samples showed similar spectra. In conclusion, glucagon-PEG 5000 showed a significantly improved physical stability during purification and freeze-drying compared to glucagon.
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Affiliation(s)
- Pernille Stigsnaes
- Department of Pharmaceutics, The Danish University of Pharmaceutical Sciences, Universitetsparken 2, 2100 Copenhagen, Denmark.
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49
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Seré KM, Willems GM, Rosing J, Hackeng TM. Protein S multimers are generated in vitro and affect protein S structure-function analyses. Semin Hematol 2006; 43:S111-20. [PMID: 16427377 DOI: 10.1053/j.seminhematol.2005.11.027] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Purified human protein S preparations contain small amounts of multimeric protein S. Protein S multimers are absent in plasma, suggesting that multimerization results from purification. Protein S multimers effectively inhibit phospholipid-dependent reactions at low phospholipid concentrations, and may therefore interfere during functional analysis of protein S. We have demonstrated that anion-exchange chromatography, as well as high ionic strength or low pH elution conditions used in immunoaffinity purification of protein S, induce protein S multimer formation. When protein S multimers were removed from protein S preparations by size-exclusion chromatography, multimers spontaneously reappeared in the protein S monomer fraction. In model systems, high phospholipid concentrations (>50 micromol/L) completely abrogate the inhibitory effect of protein S multimers on prothrombinase complex activity. In addition, C4BP does not bind to protein S multimers. Thus, at low phospholipid concentrations, addition of C4BP to purified protein S will not affect the inhibitory activity of protein S multimers. In conclusion, to avoid misinterpretations during protein S structure-function analysis due to multimers present in purified protein S preparations, we recommend studying the anticoagulant activities of protein S either in plasma, where protein S is in its unmodified natural form, or at high phospholipid concentrations in model systems with purified proteins.
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Affiliation(s)
- Kristin M Seré
- Department of Biochemistry, Cardiovascular Research Institute Maastricht, University Maastricht, The Netherlands
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Purohit VS, Middaugh CR, Balasubramanian SV. Influence of aggregation on immunogenicity of recombinant human Factor VIII in hemophilia A mice. J Pharm Sci 2006; 95:358-71. [PMID: 16372314 PMCID: PMC2574426 DOI: 10.1002/jps.20529] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Recombinant human factor VIII (rFVIII), a multidomain glycoprotein is used in replacement therapy for treatment of hemophilia A. Unfortunately, 15%-30% of the treated patients develop inhibitory antibodies. The pathogenesis of antibody development is not completely understood. The presence of aggregated protein in formulations is generally believed to enhance the immune response. rFVIII has a tendency to aggregate but the effect of such aggregation on the immunogenicity of rFVIII is not known. We have, therefore, characterized aggregated rFVIII produced by thermal stress and evaluated its effect on the immunogenicity of rFVIII in hemophilia A mice. Aggregated rFVIII alone and mixtures of rFVIII with aggregated rFVIII were less immunogenic than native rFVIII. In vitro Th-cell proliferation studies and cytokine analyses conducted on splenocytes obtained from immunized animals suggest that aggregated rFVIII behaves as a unique antigen compared to native monomeric rFVIII. The antigenic properties of the aggregated and native rFVIII were compared using ELISAs (epitope availability) and cathepsin-B (an antigen processing enzyme) digestion. The data suggest significant differences in the antigenic properties of rFVIII and aggregated rFVIII. Overall it appears that aggregated rFVIII does not enhance the immunogenicity (inhibitor development) of rFVIII in hemophilia A mice but rather acts as a distinct antigen.
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Affiliation(s)
- Vivek S Purohit
- The Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Amherst, 14260-1200, USA
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