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Olaleye O, Spanov B, Bults P, van der Voort A, Govorukhina N, Sonke GS, Horvatovich P, van de Merbel NC, Bischoff R. Biotransformation of Trastuzumab and Pertuzumab in Breast Cancer Patients Assessed by Affinity Enrichment and Ion-Exchange Chromatography. Drug Metab Dispos 2023; 51:249-256. [PMID: 36379709 DOI: 10.1124/dmd.122.001094] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/19/2022] [Accepted: 10/21/2022] [Indexed: 11/16/2022] Open
Abstract
Therapeutic proteins (TPs) are known to be heterogeneous due to modifications that occur during the production process and storage. Modifications may also occur in TPs after their administration to patients due to in vivo biotransformation. Ligand binding assays, which are widely used in the bioanalysis of TPs in body fluids, are typically unable to distinguish such modifications. Liquid chromatography coupled to mass spectrometry is being increasingly used to study modifications in TPs, but its use to study in vivo biotransformation has been limited until now. We present a novel approach that combines affinity enrichment using Affimer reagents with ion-exchange chromatography (IEX) to analyze charge variants of the TPs trastuzumab and pertuzumab in plasma of patients undergoing therapy for HER2-positive breast cancer. Affimer reagents were immobilized via engineered Cys tags to maleimide beads, and the TPs were eluted under acidic conditions followed by rapid neutralization. The enriched TPs were analyzed by cation-exchange chromatography (IEX) using pH-gradient elution, resulting in the separation of about 20 charge variants for trastuzumab and about five charge variants for pertuzumab. A comparison between in vitro stressed TPs spiked into plasma, and TPs enriched from patient plasma showed that the observed profiles were highly similar. This indicates that in vitro stress testing in plasma can mimic the situation in patient plasma, as far as the generation of charge variants is concerned. SIGNIFICANCE STATEMENT: This research attempts to elucidate the modifications that occur in therapeutic proteins (TPs) after they have been administered to patients. This is important because there is little knowledge about the fate of TPs in this regard, and certain modifications could affect their efficiency. Our results show that the modifications discovered are most likely due to a chemical process and are not patient specific.
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Affiliation(s)
- Oladapo Olaleye
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Baubek Spanov
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Peter Bults
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Anna van der Voort
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Natalia Govorukhina
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Gabe S Sonke
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Peter Horvatovich
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Nico C van de Merbel
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Rainer Bischoff
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
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Olaleye O, Spanov B, Ford R, Govorukhina N, van de Merbel NC, Bischoff R. Enrichment and Liquid Chromatography-Mass Spectrometry Analysis of Trastuzumab and Pertuzumab Using Affimer Reagents. Anal Chem 2021; 93:13597-13605. [PMID: 34582688 PMCID: PMC8515351 DOI: 10.1021/acs.analchem.1c02807] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Trastuzumab and pertuzumab are monoclonal antibodies used in the treatment of human epidermal growth factor receptor-2 (HER2)-positive breast cancer. Therapeutic proteins may undergo chemical modifications that may affect the results of bioanalytical assays, as well as their therapeutic efficacy. Modifications may arise during production and storage, as well as after administration to patients. Studying in vivo biotransformation of monoclonal, therapeutic antibodies requires their enrichment from plasma to discriminate them from endogenous antibodies, as well as from other plasma proteins. To this end, we screened Affimer reagents for selectivity toward trastuzumab or pertuzumab. Affimer reagents are alternative binding proteins possessing two variable binding loops that are based on the human protease inhibitor stefin A or phytocystatin protein scaffolds. Affimer reagents were selected from an extensive library by phage display. The four best-performing binders for each therapeutic antibody were prioritized using a microtiter plate-based approach combined with liquid chromatography-mass spectrometry (LC-MS) in the selected reaction monitoring (SRM) mode. These Affimer reagents were immobilized via engineered 6-His or Cys tags to Ni2+- or maleimide beads, respectively. Recovery values of 70% and higher were obtained for both trastuzumab and pertuzumab when spiked at 100, 150, and 200 μg/mL concentrations in human plasma followed by trypsin digestion in the presence of 0.5% sodium deoxycholate and 10 mM dithiothreitol (DTT). Notably, the maleimide beads showed undetectable unspecific binding to endogenous immunoglobulin G (IgGs) or other plasma proteins when analyzed by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). The enrichment method was applied to samples from stress tests of the antibodies at 37 °C to mimic in vivo conditions.
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Affiliation(s)
- Oladapo Olaleye
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, A. Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Baubek Spanov
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, A. Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Robert Ford
- Avacta Life Sciences Limited, Unit 20, Ash Way, Thorp Arch Estate, Wetherby LS23 7FA, United Kingdom
| | - Natalia Govorukhina
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, A. Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Nico C van de Merbel
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, A. Deusinglaan 1, 9713 AV Groningen, The Netherlands.,Bioanalytical Laboratory, PRA Health Sciences, Early Development Services, Amerikaweg 18, Assen 9407 TK, The Netherlands
| | - Rainer Bischoff
- Department of Analytical Biochemistry, Groningen Research Institute of Pharmacy, University of Groningen, A. Deusinglaan 1, 9713 AV Groningen, The Netherlands
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Schadt S, Hauri S, Lopes F, Edelmann MR, Staack RF, Villaseñor R, Kettenberger H, Roth AB, Schuler F, Richter WF, Funk C. Are Biotransformation Studies of Therapeutic Proteins Needed? Scientific Considerations and Technical Challenges. Drug Metab Dispos 2019; 47:1443-1456. [PMID: 31748266 DOI: 10.1124/dmd.119.088997] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 10/09/2019] [Indexed: 02/13/2025] Open
Abstract
For therapeutic proteins, the currently established standard development path generally does not foresee biotransformation studies by default because it is well known that the clearance of therapeutic proteins proceeds via degradation to small peptides and individual amino acids. In contrast to small molecules, there is no general need to identify enzymes involved in biotransformation because this information is not relevant for drug-drug interaction assessment and for understanding the clearance of a therapeutic protein. Nevertheless, there are good reasons to embark on biotransformation studies, especially for complex therapeutic proteins. Typical triggers are unexpected rapid clearance, species differences in clearance not following the typical allometric relationship, a mismatch in the pharmacokinetics/pharmacodynamics (PK/PD) relationship, and the need to understand observed differences between the results of multiple bioanalytical methods (e.g., total vs. target-binding competent antibody concentrations). Early on during compound optimization, knowledge on protein biotransformation may help to design more stable drug candidates with favorable in vivo PK properties. Understanding the biotransformation of a therapeutic protein may also support designing and understanding the bioanalytical assay and ultimately the PK/PD assessment. Especially in cases where biotransformation products are pharmacologically active, quantification and assessment of their contribution to the overall pharmacological effect can be important for establishing a PK/PD relationship and extrapolation to humans. With the increasing number of complex therapeutic protein formats, the need for understanding the biotransformation of therapeutic proteins becomes more urgent. This article provides an overview on biotransformation processes, proteases involved, strategic considerations, regulatory guidelines, literature examples for in vitro and in vivo biotransformation, and technical approaches to study protein biotransformation. SIGNIFICANCE STATEMENT: Understanding the biotransformation of complex therapeutic proteins can be crucial for establishing a pharmacokinetic/pharmacodynamic relationship. This article will highlight scientific, strategic, regulatory, and technological features of protein biotransformation.
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Affiliation(s)
- Simone Schadt
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Simon Hauri
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Filipe Lopes
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Martin R Edelmann
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Roland F Staack
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Roberto Villaseñor
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Hubert Kettenberger
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Adrian B Roth
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Franz Schuler
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Wolfgang F Richter
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
| | - Christoph Funk
- Roche Pharma Research and Early Development, Pharmaceutical Sciences (S.S., S.H., F.L., R.V., A.B.R., F.S., W.F.R., C.F.) and Roche Pharma Research and Early Development, Therapeutic Modalities (M.R.E.), Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland; and Roche Pharma Research and Early Development, Pharmaceutical Sciences (R.F.S.) and Roche Pharma Research and Early Development, Therapeutic Modalities (H.K.), Roche Innovation Center Munich, Roche Diagnostics, Penzberg, Germany
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