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Christofi E, O’Hanlon M, Curtis R, Barman A, Keen J, Nagy T, Barran P. Hybrid Mass Spectrometry Applied across the Production of Antibody Biotherapeutics. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2025; 36:44-57. [PMID: 39573914 PMCID: PMC11697328 DOI: 10.1021/jasms.4c00253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 09/12/2024] [Accepted: 10/01/2024] [Indexed: 01/02/2025]
Abstract
Post expression from the host cells, biotherapeutics undergo downstream processing steps before final formulation. Mass spectrometry and biophysical characterization methods are valuable for examining conformational and stoichiometric changes at these stages, although typically not used in biomanufacturing, where stability is assessed via bulk property studies. Here we apply hybrid MS methods to understand how solution condition changes impact the structural integrity of a biopharmaceutical across the processing pipeline. As an exemplar product, we use the model IgG1 antibody, mAb4. Flexibility, stability, aggregation propensity, and bulk properties are evaluated in relation to perfusion media, purification stages, and formulation solutions. Comparisons with Herceptin, an extensively studied IgG1 antibody, were conducted in a mass spectrometry-compatible solution. Despite presenting similar charge state distributions (CSD) in native MS, mAb4, and Herceptin show distinct unfolding patterns in activated ion mobility mass spectrometry (aIM-MS) and differential scanning fluorimetry (DSF). Herceptin's greater structural stability and aggregation onset temperature (Tagg) are attributed to heavier glycosylation and kappa-class light chains, unlike the lambda-class light chains in mAb4. Hydrogen-deuterium exchange mass spectrometry (HDX-MS) revealed that mAb4 undergoes substantial structural changes during purification, marked by high flexibility, low melting temperature (Tm), and prevalent repulsive protein-protein interactions but transitions to a compact and stable structure in high-salt and formulated environments. Notably, in formulation, the third constant domain (CH3) of the heavy chain retains flexibility and is a region of interest for aggregation. Future work could translate features of interest from comprehensive studies like this to targeted approaches that could be utilized early in the development stage to aid in decision-making regarding targeted mutations or to guide the design space of bioprocesses and formulation choices.
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Affiliation(s)
- Emilia Christofi
- Michael
Barber Centre for Collaborative Mass Spectrometry, MBCCMS, Princess Street, Manchester M17DN, U.K.
- Manchester
Institute of Biotechnology, University of
Manchester, Princess Street, Manchester M17DN, U.K.
| | - Mark O’Hanlon
- Manchester
Institute of Biotechnology, University of
Manchester, Princess Street, Manchester M17DN, U.K.
| | - Robin Curtis
- Manchester
Institute of Biotechnology, University of
Manchester, Princess Street, Manchester M17DN, U.K.
| | - Arghya Barman
- FUJIFILM
Diosynth Biotechnologies, Belasis Ave, Stockton-on-Tees, Billingham TS23 1LH, U.K.
| | - Jeff Keen
- FUJIFILM
Diosynth Biotechnologies, Belasis Ave, Stockton-on-Tees, Billingham TS23 1LH, U.K.
| | - Tibor Nagy
- FUJIFILM
Diosynth Biotechnologies, Belasis Ave, Stockton-on-Tees, Billingham TS23 1LH, U.K.
| | - Perdita Barran
- Michael
Barber Centre for Collaborative Mass Spectrometry, MBCCMS, Princess Street, Manchester M17DN, U.K.
- Manchester
Institute of Biotechnology, University of
Manchester, Princess Street, Manchester M17DN, U.K.
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Meng Y, Pople CB, Lipsman N. The Use of Focused Ultrasound to Enhance Liquid Biopsy. Magn Reson Imaging Clin N Am 2024; 32:699-704. [PMID: 39322358 DOI: 10.1016/j.mric.2024.04.006] [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] [Indexed: 09/27/2024]
Abstract
Breakthroughs in medical imaging and ultrasound transducer design have led to feasible application of focused ultrasound (FUS) to intracranial pathologies. Currently, one of the most active fields in FUS has been the temporary disruption the blood-brain barrier. In addition to enhancing drug delivery to the brain, FUS blood-brain barrier disruption may allow liberation of biomarkers from the brain, thus facilitating ease of detection and adding the element of spatial specificity to an otherwise nonspecific test. This study reviews the current evidence to support FUS liquid biopsy and the challenges of advancing this field.
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Affiliation(s)
- Ying Meng
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, Toronto, Ontario, Canada; Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, University of Toronto Canada, 2075 Bayview Avenue, Toronto, Ontario, Canada
| | - Christopher B Pople
- Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, University of Toronto Canada, 2075 Bayview Avenue, Toronto, Ontario, Canada
| | - Nir Lipsman
- Division of Neurosurgery, Sunnybrook Health Sciences Centre, University of Toronto, 2075 Bayview Avenue, Toronto, Ontario, Canada; Harquail Centre for Neuromodulation, Sunnybrook Health Sciences Centre, University of Toronto Canada, 2075 Bayview Avenue, Toronto, Ontario, Canada.
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3
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Franco-Mateos E, Souza-Egipsy V, García-Estévez L, Pérez-García J, Gion M, Garrigós L, Cortez P, Saavedra C, Gómez P, Ortiz C, Cruz VL, Ramos J, Cortés J, Vega JF. Exploring the Combined Action of Adding Pertuzumab to Branded Trastuzumab versus Trastuzumab Biosimilars for Treating HER2+ Breast Cancer. Int J Mol Sci 2024; 25:3940. [PMID: 38612751 PMCID: PMC11011846 DOI: 10.3390/ijms25073940] [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: 02/22/2024] [Revised: 03/18/2024] [Accepted: 03/29/2024] [Indexed: 04/14/2024] Open
Abstract
The binding activity of various trastuzumab biosimilars versus the branded trastuzumab towards the glycosylated extracellular domain of the human epidermal growth factor receptor 2 (HER2) target in the presence of pertuzumab was investigated. We employed size exclusion chromatography with tetra-detection methodology to simultaneously determine absolute molecular weight, concentration, molecular size, and intrinsic viscosity. All trastuzumab molecules in solution exhibit analogous behavior in their binary action towards HER2 regardless of the order of addition of trastuzumab/pertuzumab. This analogous behavior of all trastuzumab molecules, including biosimilars, highlights the robustness and consistency of their binding activity towards HER2. Furthermore, the addition of HER2 to a mixture of trastuzumab and pertuzumab leads to increased formation of high-order HER2 complexes, up to concentrations of one order of magnitude higher than in the case of sequential addition. The observed increase suggests a potential synergistic effect between these antibodies, which could enhance their therapeutic efficacy in HER2-positive cancers. These findings underscore the importance of understanding the complex interplay between therapeutic antibodies and their target antigens, providing valuable insights for the development of more effective treatment strategies.
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Affiliation(s)
- Emma Franco-Mateos
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain; (E.F.-M.); (V.S.-E.); (V.L.C.); (J.R.)
| | - Virginia Souza-Egipsy
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain; (E.F.-M.); (V.S.-E.); (V.L.C.); (J.R.)
| | | | - José Pérez-García
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Hospital, 08017 Barcelona, Spain; (J.P.-G.); (L.G.); (P.G.); (C.O.); (J.C.)
- Medica Scientia Innovation Research (MedSIR), 08018 Barcelona, Spain
- Medica Scientia Innovation Research (MedSIR), Ridgewood, NJ 07450, USA
| | - María Gion
- Medical Oncology Department, Ramón y Cajal University Hospital, 28034 Madrid, Spain; (M.G.); (C.S.)
| | - Laia Garrigós
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Hospital, 08017 Barcelona, Spain; (J.P.-G.); (L.G.); (P.G.); (C.O.); (J.C.)
| | | | - Cristina Saavedra
- Medical Oncology Department, Ramón y Cajal University Hospital, 28034 Madrid, Spain; (M.G.); (C.S.)
| | - Patricia Gómez
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Hospital, 08017 Barcelona, Spain; (J.P.-G.); (L.G.); (P.G.); (C.O.); (J.C.)
| | - Carolina Ortiz
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Hospital, 08017 Barcelona, Spain; (J.P.-G.); (L.G.); (P.G.); (C.O.); (J.C.)
| | - Víctor L. Cruz
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain; (E.F.-M.); (V.S.-E.); (V.L.C.); (J.R.)
| | - Javier Ramos
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain; (E.F.-M.); (V.S.-E.); (V.L.C.); (J.R.)
| | - Javier Cortés
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Hospital, 08017 Barcelona, Spain; (J.P.-G.); (L.G.); (P.G.); (C.O.); (J.C.)
- Medica Scientia Innovation Research (MedSIR), 08018 Barcelona, Spain
- Faculty of Biomedical and Health Sciences, Department of Medicine, Universidad Europea de Madrid, 28670 Madrid, Spain
| | - Juan F. Vega
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain; (E.F.-M.); (V.S.-E.); (V.L.C.); (J.R.)
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Cruz VL, Souza-Egipsy V, Gion M, Pérez-García J, Cortes J, Ramos J, Vega JF. Binding Affinity of Trastuzumab and Pertuzumab Monoclonal Antibodies to Extracellular HER2 Domain. Int J Mol Sci 2023; 24:12031. [PMID: 37569408 PMCID: PMC10418494 DOI: 10.3390/ijms241512031] [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: 06/08/2023] [Revised: 07/12/2023] [Accepted: 07/21/2023] [Indexed: 08/13/2023] Open
Abstract
The binding affinity of trastuzumab and pertuzumab to HER2 has been studied using both experimental and in silico methods. The experiments were conducted using the antibodies in their complete IgG form, as used in clinical therapy, and the extracellular domain of the HER2 protein in solution. This approach provides a precise, reproducible, and reliable view of the interaction between them in physicochemical conditions similar to those found in the tumoral environment. Dynamic light scattering and size exclusion chromatography coupled with tetra detection were utilized to characterize the protein complexes, measure their concentrations, and calculate the equilibrium-free binding energy, ΔGbind. In addition, PRODIGY, a QSAR-like model with excellent predictive ability, was employed to obtain in silico ΔGbind estimations. The results obtained indicate that pertuzumab exhibits a slightly higher binding affinity to HER2 than trastuzumab. The difference in binding affinity was explained based on the contribution of the different interfacial contact (IC) descriptors to the ΔGbind value estimated by the PRODIGY model. Furthermore, experiments revealed that the pertuzumab IgG antibody binds preferentially to two HER2 proteins, one per Fab fragment, while trastuzumab mainly forms a monovalent complex. This finding was interpreted based on a geometrical model that identified steric crowding in the trastuzumab-HER2 complex as compared with the pertuzumab-HER2 complex.
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Affiliation(s)
- Victor L. Cruz
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain
| | - Virginia Souza-Egipsy
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain
| | - María Gion
- University Hospital Ramon y Cajal, 28304 Madrid, Spain
| | - José Pérez-García
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quironsalud Group, 08017 Barcelona, Spain
- Medical Scientia Innovation Research (MedSIR), 08018 Barcelona, Spain
| | - Javier Cortes
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quironsalud Group, 08017 Barcelona, Spain
- Medical Scientia Innovation Research (MedSIR), 08018 Barcelona, Spain
- Department of Medicine, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, 28108 Madrid, Spain
| | - Javier Ramos
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain
| | - Juan F. Vega
- BIOPHYM, Department of Macromolecular Physics, Instituto de Estructura de la Materia, IEM-CSIC, C/Serrano 113 bis, 28006 Madrid, Spain
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Orr AA, Tao A, Guvench O, MacKerell AD. Site Identification by Ligand Competitive Saturation-Biologics Approach for Structure-Based Protein Charge Prediction. Mol Pharm 2023; 20:2600-2611. [PMID: 37017675 PMCID: PMC10159941 DOI: 10.1021/acs.molpharmaceut.3c00064] [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] [Indexed: 04/06/2023]
Abstract
Protein-based therapeutics typically require high concentrations of the active protein, which can lead to protein aggregation and high solution viscosity. Such solution behaviors can limit the stability, bioavailability, and manufacturability of protein-based therapeutics and are directly influenced by the charge of a protein. Protein charge is a system property affected by its environment, including the buffer composition, pH, and temperature. Thus, the charge calculated by summing the charges of each residue in a protein, as is commonly done in computational methods, may significantly differ from the effective charge of the protein as these calculations do not account for contributions from bound ions. Here, we present an extension of the structure-based approach termed site identification by ligand competitive saturation-biologics (SILCS-Biologics) to predict the effective charge of proteins. The SILCS-Biologics approach was applied on a range of protein targets in different salt environments for which membrane-confined electrophoresis-determined charges were previously reported. SILCS-Biologics maps the 3D distribution and predicted occupancy of ions, buffer molecules, and excipient molecules bound to the protein surface in a given salt environment. Using this information, the effective charge of the protein is predicted such that the concentrations of the ions and the presence of excipients or buffers are accounted for. Additionally, SILCS-Biologics also produces 3D structures of the binding sites of ions on the proteins, which enable further analyses such as the characterization of protein surface charge distribution and dipole moments in different environments. Notable is the capability of the method to account for competition between salts, excipients, and buffers on the calculated electrostatic properties in different protein formulations. Our study demonstrates the ability of the SILCS-Biologics approach to predict the effective charge of proteins and its applicability in uncovering protein-ion interactions and their contributions to protein solubility and function.
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Affiliation(s)
- Asuka A. Orr
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland Baltimore, Baltimore, MD, USA
| | - Aoxiang Tao
- SilcsBio LLC, 1100 Wicomico Street, Suite 323, Baltimore, MD, USA
| | - Olgun Guvench
- SilcsBio LLC, 1100 Wicomico Street, Suite 323, Baltimore, MD, USA
| | - Alexander D. MacKerell
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland Baltimore, Baltimore, MD, USA
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Kozlovskaya V, Ducharme M, Dolmat M, Omweri JM, Tekin V, Lapi SE, Kharlampieva E. Direct Radiolabeling of Trastuzumab-Targeting Triblock Copolymer Vesicles with 89Zr for Positron Emission Tomography Imaging. Biomacromolecules 2023; 24:1784-1797. [PMID: 36926842 DOI: 10.1021/acs.biomac.2c01539] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
Radiolabeled drug nanocarriers that can be easily imaged via positron emission tomography (PET) are highly significant as their in vivo outcome can be quantitatively PET-traced with high sensitivity. However, typical radiolabeling of most PET-guided theranostic vehicles utilizes modification with chelator ligands, which presents various challenges. In addition, unlike passive tumor targeting, specific targeting of drug delivery vehicles via binding affinity to overexpressed cancer cell receptors is crucial to improve the theranostic delivery to tumors. Herein, we developed 89Zr-labeled triblock copolymer polymersomes of 60 nm size through chelator-free radiolabeling. The polymersomes are assembled from poly(N-vinylpyrrolidone)5-b-poly(dimethylsiloxane)30-b-poly(N-vinylpyrrolidone)5 (PVPON5-PDMS30-PVPON5) triblock copolymers followed by adsorption of a degradable tannin, tannic acid (TA), on the polymersome surface through hydrogen bonding. TA serves as an anchoring layer for both 89Zr radionuclide and targeting recombinant humanized monoclonal antibody, trastuzumab (Tmab). Unlike bare PVPON5-PDMS30-PVPON5 polymersomes, TA- and Tmab-modified polymersomes demonstrated a high radiochemical yield of more than 95%. Excellent retention of 89Zr by the vesicle membrane for up to 7 days was confirmed by PET in vivo imaging. Animal biodistribution using healthy BALB/c mice confirmed the clearance of 89Zr-labeled polymersomes through the spleen and liver without their accumulation in bone, unlike the free nonbound 89Zr radiotracer. The 89Zr-radiolabeled polymersomes were found to specifically target BT474 HER2-positive breast cancer cells via the Tmab-TA complex on the vesicle surface. The noncovalent Tmab anchoring to the polymersome membrane can be highly advantageous for nanoparticle modification compared to currently developed covalent methods, as it allows easy and quick integration of a broad range of targeting proteins. Given the ability of these polymersomes to encapsulate and release anticancer therapeutics, they can be further expanded as precision-targeted therapeutic carriers for advancing human health through highly effective drug delivery strategies.
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Affiliation(s)
- Veronika Kozlovskaya
- Department of Chemistry, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Maxwell Ducharme
- Department of Radiology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Maksim Dolmat
- Department of Chemistry, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - James M Omweri
- Department of Chemistry, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
- Department of Radiology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Volkan Tekin
- Department of Radiology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Suzanne E Lapi
- Department of Radiology, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
- O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
| | - Eugenia Kharlampieva
- Department of Chemistry, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
- O'Neal Comprehensive Cancer Center, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
- Center for Nanomaterials and Biointegration, University of Alabama at Birmingham, Birmingham, Alabama 35294, United States
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Lobry M, Loyez M, Debliquy M, Chah K, Goormaghtigh E, Caucheteur C. Electro-plasmonic-assisted biosensing of proteins and cells at the surface of optical fiber. Biosens Bioelectron 2022; 220:114867. [DOI: 10.1016/j.bios.2022.114867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 10/16/2022] [Accepted: 10/27/2022] [Indexed: 11/16/2022]
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