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Smith J, Guapo F, Strasser L, Millán-Martín S, Milian SG, Snyder RO, Bones J. Development of a Rapid Adeno-Associated Virus (AAV) Identity Testing Platform through Comprehensive Intact Mass Analysis of Full-Length AAV Capsid Proteins. J Proteome Res 2023; 23:161-174. [PMID: 38123456 PMCID: PMC10775144 DOI: 10.1021/acs.jproteome.3c00513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 12/04/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023]
Abstract
Adeno-associated viruses (AAVs) are commonly used as vectors for the delivery of gene therapy targets. Characterization of AAV capsid proteins (VPs) and their post-translational modifications (PTMs) have become a critical attribute monitored to evaluate product quality. Liquid chromatography-mass spectrometry (LC-MS) analysis of intact AAV VPs provides both quick and reliable serotype identification as well as proteoform information on each VP. Incorporating these analytical strategies into rapid good manufacturing practice (GMP)-compliant workflows containing robust, but simplified, data processing methods is necessary to ensure effective product quality control (QC) during production. Here, we present a GMP-compliant LC-MS workflow for the rapid identification and in-depth characterization of AAVs. Hydrophilic interaction liquid chromatography (HILIC) MS with difluoroacetic acid as a mobile phase modifier is utilized to achieve the intact separation and identification of AAV VPs and their potential proteoforms. Peptide mapping is performed to confirm PTMs identified during intact VP analysis and for in-depth PTM characterization. The intact separations platform is then incorporated into a data processing workflow developed using GMP-compliant software capable of rapid AAV serotype identification and, if desired, specific serotype PTM monitoring and characterization. Such a platform provides product QC capabilities that are easily accessible in a regulatory setting.
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Affiliation(s)
- Josh Smith
- Characterisation
and Comparability Laboratory, The National
Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Dublin A94 X099, Ireland
| | - Felipe Guapo
- Characterisation
and Comparability Laboratory, The National
Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Dublin A94 X099, Ireland
| | - Lisa Strasser
- Characterisation
and Comparability Laboratory, The National
Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Dublin A94 X099, Ireland
| | - Silvia Millán-Martín
- Characterisation
and Comparability Laboratory, The National
Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Dublin A94 X099, Ireland
| | - Steven G. Milian
- Patheon
Viral Vector Services, 13859 Progress Blvd, Alachua, Florida 32615, United States
| | - Richard O. Snyder
- Patheon
Viral Vector Services, 13859 Progress Blvd, Alachua, Florida 32615, United States
| | - Jonathan Bones
- Characterisation
and Comparability Laboratory, The National
Institute for Bioprocessing Research and Training, Foster Avenue, Mount Merrion, Dublin A94 X099, Ireland
- School
of Chemical and Bioprocess Engineering, University College Dublin, Belfield, Dublin D04 V1W8.F, Ireland
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Karabulut S, Kaur H, Gauld JW. Applications and Potential of In Silico Approaches for Psychedelic Chemistry. Molecules 2023; 28:5966. [PMID: 37630218 PMCID: PMC10459288 DOI: 10.3390/molecules28165966] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 08/01/2023] [Accepted: 08/07/2023] [Indexed: 08/27/2023] Open
Abstract
Molecular-level investigations of the Central Nervous System have been revolutionized by the development of computational methods, computing power, and capacity advances. These techniques have enabled researchers to analyze large amounts of data from various sources, including genomics, in vivo, and in vitro drug tests. In this review, we explore how computational methods and informatics have contributed to our understanding of mental health disorders and the development of novel drugs for neurological diseases, with a special focus on the emerging field of psychedelics. In addition, the use of state-of-the-art computational methods to predict the potential of drug compounds and bioinformatic tools to integrate disparate data sources to create predictive models is also discussed. Furthermore, the challenges associated with these methods, such as the need for large datasets and the diversity of in vitro data, are explored. Overall, this review highlights the immense potential of computational methods and informatics in Central Nervous System research and underscores the need for continued development and refinement of these techniques and more inclusion of Quantitative Structure-Activity Relationships (QSARs).
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Affiliation(s)
- Sedat Karabulut
- Department of Chemistry and Biochemistry, University of Windsor, Windsor, ON N9B 3P4, Canada;
| | - Harpreet Kaur
- Pharmala Biotech, 82 Richmond Street E, Toronto, ON M5C 1P1, Canada;
| | - James W. Gauld
- Department of Chemistry and Biochemistry, University of Windsor, Windsor, ON N9B 3P4, Canada;
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Hicks D, Baehr C, Silva-Ortiz P, Khaimraj A, Luengas D, Hamid FA, Pravetoni M. Advancing humanized monoclonal antibody for counteracting fentanyl toxicity towards clinical development. Hum Vaccin Immunother 2022; 18:2122507. [PMID: 36194773 PMCID: PMC9746415 DOI: 10.1080/21645515.2022.2122507] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 08/19/2022] [Accepted: 09/04/2022] [Indexed: 12/15/2022] Open
Abstract
Innovative therapies to complement current treatments are needed to curb the growing incidence of fatal overdoses related to synthetic opioids. Murine and chimeric monoclonal antibodies (mAb) specific for fentanyl and its analogs have demonstrated pre-clinical efficacy in preventing and reversing drug-induced toxicity in rodent models. However, mAb-based therapeutics require extensive engineering as well as in vitro and in vivo characterization to advance to first-in-human clinical trials. Here, novel murine anti-fentanyl mAbs were selected for development based on affinity for fentanyl, and efficacy in counteracting the pharmacological effects of fentanyl in mice. Humanization and evaluation of mutations designed to eliminate predicted post-translational modifications resulted in two humanized mAbs that were effective at preventing fentanyl-induced pharmacological effects in rats. These humanized mAbs showed favorable biophysical properties with respect to aggregation and hydrophobicity by chromatography-based assays, and thermostability by dynamic scanning fluorimetry. These results collectively support that the humanized anti-fentanyl mAbs developed herein warrant further clinical development for treatment of fentanyl toxicity.
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Affiliation(s)
- Dustin Hicks
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Carly Baehr
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Pedro Silva-Ortiz
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Aaron Khaimraj
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Diego Luengas
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Fatima A. Hamid
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
| | - Marco Pravetoni
- Department of Pharmacology, University of Minnesota, Minneapolis, MN, USA
- Center for Immunology, University of Minnesota, Minneapolis, MN, USA
- School of Medicine, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
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4
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Verscheure L, Cerdobbel A, Sandra P, Lynen F, Sandra K. Monoclonal antibody charge variant characterization by fully automated four-dimensional liquid chromatography-mass spectrometry. J Chromatogr A 2021; 1653:462409. [PMID: 34325295 DOI: 10.1016/j.chroma.2021.462409] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/09/2021] [Accepted: 07/09/2021] [Indexed: 10/20/2022]
Abstract
Fully automated characterization of monoclonal antibody (mAb) charge variants using four-dimensional liquid chromatography-mass spectrometry (4D-LC-MS) is reported and illustrated. Charge variants resolved by cation-exchange chromatography (CEX) using a salt- or pH-gradient are collected in loops installed on a multiple heart-cutting valve and consequently subjected to online desalting, denaturation, reduction and trypsin digestion prior to LC-MS based peptide mapping. This innovation which substantially reduces turnaround time, sample manipulation, loss and artefacts and increases information gathering, is described in great technical detail, and applied to characterize the charge heterogeneity associated with three therapeutic mAbs. Sequence coverages > 95% are obtained for major and minor charge variants (> 1.0%). Post-translational modifications (PTMs) and modification sites are readily revealed in a repeatable manner including unstable succinimide intermediates which are not maintained when performing classical in-solution overnight digestion of offline collected CEX peaks.
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Affiliation(s)
- Liesa Verscheure
- RIC group, President Kennedypark 26, Kortrijk 8500, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, Ghent B-9000, Belgium
| | - An Cerdobbel
- RIC group, President Kennedypark 26, Kortrijk 8500, Belgium
| | - Pat Sandra
- RIC group, President Kennedypark 26, Kortrijk 8500, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, Ghent B-9000, Belgium
| | - Frederic Lynen
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, Ghent B-9000, Belgium
| | - Koen Sandra
- RIC group, President Kennedypark 26, Kortrijk 8500, Belgium; Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281-S4, Ghent B-9000, Belgium.
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Carrara SC, Ulitzka M, Grzeschik J, Kornmann H, Hock B, Kolmar H. From cell line development to the formulated drug product: The art of manufacturing therapeutic monoclonal antibodies. Int J Pharm 2020; 594:120164. [PMID: 33309833 DOI: 10.1016/j.ijpharm.2020.120164] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 11/23/2020] [Accepted: 12/06/2020] [Indexed: 02/07/2023]
Abstract
Therapeutic monoclonal antibodies and related products have steadily grown to become the dominant product class within the biopharmaceutical market. Production of antibodies requires special precautions to ensure safety and efficacy of the product. In particular, minimizing antibody product heterogeneity is crucial as drug substance variants may impair the activity, efficacy, safety, and pharmacokinetic properties of an antibody, consequently resulting in the failure of a product in pre-clinical and clinical development. This review will cover the manufacturing and formulation challenges and advances of therapeutic monoclonal antibodies, focusing on improved processes to minimize variants and ensure batch-to-batch consistency. Processes put in place by regulatory agencies, such as Quality-by-Design (QbD) and current Good Manufacturing Practices (cGMP), and how their implementation has aided drug development in pharmaceutical companies will be reviewed. Advances in formulation and considerations on the intended use of a therapeutic antibody, including the route of administration and patient compliance, will be discussed.
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Affiliation(s)
- Stefania C Carrara
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany; Ferring Darmstadt Laboratory, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Michael Ulitzka
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany; Ferring Darmstadt Laboratory, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Julius Grzeschik
- Ferring Darmstadt Laboratory, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany
| | - Henri Kornmann
- Ferring International Center SA, CH-1162 Saint-Prex, Switzerland
| | - Björn Hock
- Ferring International Center SA, CH-1162 Saint-Prex, Switzerland.
| | - Harald Kolmar
- Institute for Organic Chemistry and Biochemistry, Technische Universität Darmstadt, Alarich-Weiss-Strasse 4, D-64287 Darmstadt, Germany.
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Bandi S, Singh SM, Shah DD, Upadhyay V, Mallela KM. 2D NMR Analysis of the Effect of Asparagine Deamidation Versus Methionine Oxidation on the Structure, Stability, Aggregation, and Function of a Therapeutic Protein. Mol Pharm 2019; 16:4621-4635. [DOI: 10.1021/acs.molpharmaceut.9b00719] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Swati Bandi
- Department of Pharmaceutical Sciences & Center for Pharmaceutical Biotechnology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Surinder M. Singh
- Department of Pharmaceutical Sciences & Center for Pharmaceutical Biotechnology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Dinen D. Shah
- Department of Pharmaceutical Sciences & Center for Pharmaceutical Biotechnology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Vaibhav Upadhyay
- Department of Pharmaceutical Sciences & Center for Pharmaceutical Biotechnology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
| | - Krishna M.G. Mallela
- Department of Pharmaceutical Sciences & Center for Pharmaceutical Biotechnology, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, United States
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