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Steinebach F, Wälchli R, Pfister D, Morbidelli M. Adsorption Behavior of Charge Isoforms of Monoclonal Antibodies on Strong Cation Exchangers. Biotechnol J 2017; 12. [DOI: 10.1002/biot.201700123] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Revised: 10/01/2017] [Indexed: 12/12/2022]
Affiliation(s)
- Fabian Steinebach
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences; ETH Zurich 8093 Zurich Switzerland
| | - Ruben Wälchli
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences; ETH Zurich 8093 Zurich Switzerland
| | | | - Massimo Morbidelli
- Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences; ETH Zurich 8093 Zurich Switzerland
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2
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Da Vela S, Roosen-Runge F, Skoda MWA, Jacobs RMJ, Seydel T, Frielinghaus H, Sztucki M, Schweins R, Zhang F, Schreiber F. Effective Interactions and Colloidal Stability of Bovine γ-Globulin in Solution. J Phys Chem B 2017; 121:5759-5769. [DOI: 10.1021/acs.jpcb.7b03510] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Stefano Da Vela
- Institut
für Angewandte Physik, Universität Tübingen, Auf der Morgenstelle 10, Tübingen D-72076, Germany
| | - Felix Roosen-Runge
- Institut Max von Laue − Paul Langevin (ILL), CS 20156, 71 Avenue des Martyrs, Grenoble Cedex 9, F-38042, France
| | - Maximilian W. A. Skoda
- Institut
für Angewandte Physik, Universität Tübingen, Auf der Morgenstelle 10, Tübingen D-72076, Germany
| | - Robert M. J. Jacobs
- Department
of Chemistry, University of Oxford, 12 Mansfield Road, Oxford OX1 3TA, United Kingdom
| | - Tilo Seydel
- Institut Max von Laue − Paul Langevin (ILL), CS 20156, 71 Avenue des Martyrs, Grenoble Cedex 9, F-38042, France
| | - Henrich Frielinghaus
- Jülich
Centre for Neutron Science at Heinz Maier-Leibnitz Zentrum (JCNS at
MLZ), Forschungszentrum Jülich GmbH, Lichtenbergstrasse 1, Garching D-85747, Germany
| | - Michael Sztucki
- European Synchrotron Radiation Facility (ESRF), CS 40220, 71 Avenue des Martyrs, Grenoble Cedex 9, F-38043, France
| | - Ralf Schweins
- Institut Max von Laue − Paul Langevin (ILL), CS 20156, 71 Avenue des Martyrs, Grenoble Cedex 9, F-38042, France
| | - Fajun Zhang
- Institut
für Angewandte Physik, Universität Tübingen, Auf der Morgenstelle 10, Tübingen D-72076, Germany
| | - Frank Schreiber
- Institut
für Angewandte Physik, Universität Tübingen, Auf der Morgenstelle 10, Tübingen D-72076, Germany
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3
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Salvalaglio M, Paloni M, Guelat B, Morbidelli M, Cavallotti C. A two level hierarchical model of protein retention in ion exchange chromatography. J Chromatogr A 2015; 1411:50-62. [DOI: 10.1016/j.chroma.2015.07.101] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 07/23/2015] [Accepted: 07/27/2015] [Indexed: 10/23/2022]
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4
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Creasy A, Barker G, Yao Y, Carta G. Systematic interpolation method predicts protein chromatographic elution from batch isotherm data without a detailed mechanistic isotherm model. Biotechnol J 2015; 10:1400-11. [PMID: 26015091 DOI: 10.1002/biot.201500089] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Revised: 04/21/2015] [Accepted: 05/19/2015] [Indexed: 01/09/2023]
Abstract
Predicting protein elution for overloaded ion exchange columns requires models capable of describing protein binding over broad ranges of protein and salt concentrations. Although approximate mechanistic models are available, they do not always have the accuracy needed for precise predictions. The aim of this work is to develop a method to predict protein chromatographic behavior from batch isotherm data without relying on a mechanistic model. The method uses a systematic empirical interpolation (EI) scheme coupled with a lumped kinetic model with rate parameters determined from HETP measurements for non-binding conditions, to numerically predict the column behavior. For two experimental systems considered in this work, predictions based on the EI scheme are in excellent agreement with experimental elution profiles under highly overloaded conditions without using any adjustable parameters. A qualitative study of the sensitivity of predicting protein elution profiles to the precision, granularity, and extent of the batch adsorption data shows that the EI scheme is relatively insensitive to the properties of the dataset used, requiring only that the experimental ranges of protein and salt concentrations overlap those under which the protein actually elutes from the column and possess a ± 10% measurement precision.
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Affiliation(s)
- Arch Creasy
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA, USA
| | - Gregory Barker
- Biologics Process Development, Bristol-Myers Squibb, Hopewell, NJ, USA
| | - Yan Yao
- Biologics Process Development, Bristol-Myers Squibb, Hopewell, NJ, USA
| | - Giorgio Carta
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA, USA.
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5
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Borg N, Brodsky Y, Moscariello J, Vunnum S, Vedantham G, Westerberg K, Nilsson B. Modeling and robust pooling design of a preparative cation-exchange chromatography step for purification of monoclonal antibody monomer from aggregates. J Chromatogr A 2014; 1359:170-81. [DOI: 10.1016/j.chroma.2014.07.041] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Revised: 06/19/2014] [Accepted: 07/14/2014] [Indexed: 01/14/2023]
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6
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Fast and accurate parameter sensitivities for the general rate model of column liquid chromatography. Comput Chem Eng 2013. [DOI: 10.1016/j.compchemeng.2013.04.021] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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7
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Marek W, Muca R, Woś S, Piątkowski W, Antos D. Isolation of monoclonal antibody from a Chinese hamster ovary supernatant. II: Dynamics of the integrated separation on ion exchange and hydrophobic interaction chromatography media. J Chromatogr A 2013; 1305:64-75. [DOI: 10.1016/j.chroma.2013.06.076] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Revised: 06/14/2013] [Accepted: 06/27/2013] [Indexed: 01/13/2023]
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8
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Likozar B, Senica D, Pavko A. Interpretation of Experimental Results for Vancomycin Adsorption on Polymeric Resins in a Fixed Bed Column by Mathematical Modeling with Independently Estimated Parameters. Ind Eng Chem Res 2013. [DOI: 10.1021/ie400832p] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Blaž Likozar
- Laboratory
of Catalysis and
Chemical Reaction Engineering, National Institute of Chemistry, Hajdrihova 19, 1000 Ljubljana, Slovenia
| | - David Senica
- Lek d.d., Verovškova 57, 1526 Ljubljana, Slovenia
| | - Aleksander Pavko
- Chair of Chemical, Biochemical
and Environmental Engineering, Faculty of Chemistry and Chemical Technology, University of Ljubljana, Aškerčeva cesta
5, 1000 Ljubljana, Slovenia
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9
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Chromatography modelling to describe protein adsorption at bead level. J Chromatogr A 2013; 1284:44-52. [DOI: 10.1016/j.chroma.2013.01.102] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2012] [Revised: 01/15/2013] [Accepted: 01/26/2013] [Indexed: 11/22/2022]
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10
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Helling C, Borrmann C, Strube J. Optimal Integration of Directly Combined Hydrophobic Interaction and Ion Exchange Chromatography Purification Processes. Chem Eng Technol 2012. [DOI: 10.1002/ceat.201200043] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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11
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Rosati S, Thompson NJ, Barendregt A, Hendriks LJA, Bakker ABH, de Kruif J, Throsby M, van Duijn E, Heck AJR. Qualitative and Semiquantitative Analysis of Composite Mixtures of Antibodies by Native Mass Spectrometry. Anal Chem 2012; 84:7227-32. [DOI: 10.1021/ac301611d] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Sara Rosati
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for
Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, The
Netherlands
- Netherlands Proteomics Centre, Padualaan 8, 3584 CH
Utrecht, The Netherlands
| | - Natalie J. Thompson
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for
Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, The
Netherlands
- Netherlands Proteomics Centre, Padualaan 8, 3584 CH
Utrecht, The Netherlands
| | - Arjan Barendregt
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for
Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, The
Netherlands
- Netherlands Proteomics Centre, Padualaan 8, 3584 CH
Utrecht, The Netherlands
| | - Linda J. A. Hendriks
- Merus Biopharmaceuticals, Postvak 133,
Padualaan 8, 3584 CH Utrecht, The Netherlands
| | | | - John de Kruif
- Merus Biopharmaceuticals, Postvak 133,
Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - Mark Throsby
- Merus Biopharmaceuticals, Postvak 133,
Padualaan 8, 3584 CH Utrecht, The Netherlands
| | - Esther van Duijn
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for
Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, The
Netherlands
- Netherlands Proteomics Centre, Padualaan 8, 3584 CH
Utrecht, The Netherlands
| | - Albert J. R. Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for
Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, The
Netherlands
- Netherlands Proteomics Centre, Padualaan 8, 3584 CH
Utrecht, The Netherlands
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12
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Salvalaglio M, Cavallotti C. Molecular modeling to rationalize ligand-support interactions in affinity chromatography. J Sep Sci 2011; 35:7-19. [DOI: 10.1002/jssc.201100595] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2011] [Revised: 09/26/2011] [Accepted: 09/30/2011] [Indexed: 11/09/2022]
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13
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Static and dynamic binding capacities of human immunoglobulin G on polymethacrylate based mixed-modal, thiophilic and hydrophobic cation exchangers. J Chromatogr A 2011; 1218:8925-36. [DOI: 10.1016/j.chroma.2011.06.012] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2011] [Revised: 04/30/2011] [Accepted: 06/03/2011] [Indexed: 11/19/2022]
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14
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Lienqueo ME, Mahn A, Salgado JC, Shene C. Mathematical Modeling of Protein Chromatograms. Chem Eng Technol 2011. [DOI: 10.1002/ceat.201100282] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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15
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Model simulation and experimental verification of a cation-exchange IgG capture step in batch and continuous chromatography. J Chromatogr A 2011; 1218:5195-204. [DOI: 10.1016/j.chroma.2011.05.103] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2011] [Revised: 05/24/2011] [Accepted: 05/30/2011] [Indexed: 11/21/2022]
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16
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An improved capillary model for describing the microstructure characteristics, fluid hydrodynamics and breakthrough performance of proteins in cryogel beds. J Chromatogr A 2011; 1218:5487-97. [DOI: 10.1016/j.chroma.2011.06.056] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Revised: 05/19/2011] [Accepted: 06/09/2011] [Indexed: 11/23/2022]
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17
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Shrinking-core modeling of binary chromatographic breakthrough. J Chromatogr A 2011; 1218:2222-31. [DOI: 10.1016/j.chroma.2011.02.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2010] [Revised: 02/08/2011] [Accepted: 02/09/2011] [Indexed: 11/19/2022]
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18
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Likozar B, Senica D, Pavko A. Equilibrium and kinetics of vancomycin adsorption on polymeric adsorbent. AIChE J 2011. [DOI: 10.1002/aic.12559] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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19
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Adsorption of deamidated antibody variants on macroporous and dextran-grafted cation exchangers: II. Adsorption kinetics. J Chromatogr A 2011; 1218:1530-7. [DOI: 10.1016/j.chroma.2011.01.050] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2010] [Revised: 01/13/2011] [Accepted: 01/17/2011] [Indexed: 11/24/2022]
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20
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Franke A, Forrer N, Butté A, Cvijetić B, Morbidelli M, Jöhnck M, Schulte M. Role of the ligand density in cation exchange materials for the purification of proteins. J Chromatogr A 2010; 1217:2216-25. [DOI: 10.1016/j.chroma.2010.02.002] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2009] [Revised: 01/25/2010] [Accepted: 02/02/2010] [Indexed: 10/19/2022]
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21
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Degerman M, Westerberg K, Nilsson B. A Model-Based Approach to Determine the Design Space of Preparative Chromatography. Chem Eng Technol 2009. [DOI: 10.1002/ceat.200900102] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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22
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Forrer N, Butté A, Morbidelli M. Chromatographic behavior of a polyclonal antibody mixture on a strong cation exchanger column. Part I: Adsorption characterization. J Chromatogr A 2008; 1214:59-70. [DOI: 10.1016/j.chroma.2008.10.048] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2008] [Revised: 10/07/2008] [Accepted: 10/13/2008] [Indexed: 10/21/2022]
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