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Stein D, Thom V, Hubbuch J. Process development exploiting competitive adsorption-based displacement effects in monoclonal antibody aggregate removal-A new high-throughput screening procedure for membrane chromatography. Biotechnol Appl Biochem 2021; 69:1663-1678. [PMID: 34365669 DOI: 10.1002/bab.2236] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 07/30/2021] [Indexed: 01/08/2023]
Abstract
High-throughput screening (HTS) approaches are commonly used to accelerate downstream process development. Although most HTS approaches use batch isothermal data (KP screen) or bind and elute mode as screening procedure, different or new process designs are rarely investigated. In this paper, a mechanistic model case study for the separation of two different two-component solutions was conducted and confirmed prior evidence. With these outcomes, a novel HTS screening procedure was developed including the determination of competitive adsorption-based displacement effects and key parameter identification. The screening procedure employing an overload bind and elute (OBE) mode is presented in a case study dealing with IgG aggregate removal in a typical monoclonal antibody purification step, applying a Sartobind® S membrane adsorber (MA). Based on a MA scale down device, the OBE mode allows the determination of classical process parameters and dynamic effects, such as displacement effects. Competitive adsorption-based displacement effects are visualized by introducing a displacement identifier leading to a displacement process map. Based on this map, the approach is transferred to and confirmed by the OBE recycle experiments with 4.6 and 8.2 ml benchtop scsale devices resulting in 45% reduced IgG monomer and 88% increased higher molecular weight species binding capacities.
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Affiliation(s)
- Dominik Stein
- Sartorius Stedim Biotech GmbH, Goettingen, Germany.,Department of Engineering in Life Sciences, Section IV: Biomolecular Separation Engineering, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
| | - Volkmar Thom
- Sartorius Stedim Biotech GmbH, Goettingen, Germany
| | - Jürgen Hubbuch
- Department of Engineering in Life Sciences, Section IV: Biomolecular Separation Engineering, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
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Carvalho BMA, Silva Júnior WF, Carvalho LM, Minim LA, Carvalho GGP. STERIC MASS ACTION MODEL FOR LACTOFERRIN ADSORPTION IN CRYOGEL WITH IMMOBILIZED COPPER IONS. BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING 2016. [DOI: 10.1590/0104-6632.20160331s20140112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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3
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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: 1.4] [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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4
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Borg N, Westerberg K, Andersson N, von Lieres E, Nilsson B. Effects of uncertainties in experimental conditions on the estimation of adsorption model parameters in preparative chromatography. Comput Chem Eng 2013. [DOI: 10.1016/j.compchemeng.2013.04.013] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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5
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Sheth RD, Morrison CJ, Cramer SM. Selective displacement chromatography in multimodal cation exchange systems. J Chromatogr A 2011; 1218:9250-9. [DOI: 10.1016/j.chroma.2011.10.088] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2011] [Revised: 10/25/2011] [Accepted: 10/30/2011] [Indexed: 11/27/2022]
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6
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Morrison CJ, Gagnon P, Cramer SM. Purification of monomeric mAb from associated aggregates using selective desorption chromatography in hydroxyapatite systems. Biotechnol Bioeng 2010; 108:813-21. [DOI: 10.1002/bit.22971] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2010] [Revised: 09/14/2010] [Accepted: 09/28/2010] [Indexed: 11/10/2022]
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7
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Morrison CJ, Gagnon P, Cramer SM. Unique selectivity windows using selective displacers/eluents and mobile phase modifiers on hydroxyapatite. J Chromatogr A 2010; 1217:6484-95. [DOI: 10.1016/j.chroma.2010.08.038] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2010] [Revised: 08/09/2010] [Accepted: 08/12/2010] [Indexed: 11/30/2022]
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8
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Effects of urea induced protein conformational changes on ion exchange chromatographic behavior. J Chromatogr A 2010; 1217:7393-400. [PMID: 20956007 DOI: 10.1016/j.chroma.2010.09.052] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2010] [Revised: 09/16/2010] [Accepted: 09/20/2010] [Indexed: 11/23/2022]
Abstract
Urea is widely employed to facilitate protein separations in ion exchange chromatography at various scales. In this work, five model proteins were used to examine the chromatographic effects of protein conformational changes induced by urea in ion exchange chromatography. Linear gradient experiments were carried out at various urea concentrations and the protein secondary and tertiary structures were evaluated by far UV CD and fluorescence measurements, respectively. The results indicated that chromatographic retention times were well correlated with structural changes and that they were more sensitive to tertiary structural change. Steric Mass Action (SMA) isotherm parameters were also examined and the results indicated that urea induced protein conformational changes could affect both the characteristic charge and equilibrium constants in these systems. Dynamic light scattering analysis of changes in protein size due to urea-induced unfolding indicated that the size of the protein was not correlated with SMA parameter changes. These results indicate that while urea-induced structural changes can have a marked effect on protein chromatographic behavior in IEX, this behavior can be quite complicated and protein specific. These differences in protein behavior may provide insight into how these partially unfolded proteins are interacting with the resin material.
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Evans ST, Morrison CJ, Freed A, Cramer SM. The effect of feed composition on the behavior of chemically selective displacement systems. J Chromatogr A 2010; 1217:1249-54. [DOI: 10.1016/j.chroma.2009.12.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2009] [Revised: 11/30/2009] [Accepted: 12/03/2009] [Indexed: 11/24/2022]
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10
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Evans ST, Freed A, Cramer SM. Displacer concentration effects in displacement chromatography. J Chromatogr A 2009; 1216:79-85. [DOI: 10.1016/j.chroma.2008.11.040] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2008] [Revised: 11/03/2008] [Accepted: 11/07/2008] [Indexed: 10/21/2022]
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Liu J, Hilton ZA, Cramer SM. Chemically Selective Displacers for High-Resolution Protein Separations in Ion-Exchange Systems: Effect of Displacer−Protein Interactions. Anal Chem 2008; 80:3357-64. [DOI: 10.1021/ac702565p] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jia Liu
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Ricketts Building, 110 8th Street, Troy, New York 12180
| | - Zachary A. Hilton
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Ricketts Building, 110 8th Street, Troy, New York 12180
| | - Steven M. Cramer
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Ricketts Building, 110 8th Street, Troy, New York 12180
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12
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Frerick C, Kreis P, Górak A. Optimierung von Proteinaufreinigungsprozessen basierend auf einem generischen Prozessmodell. CHEM-ING-TECH 2008. [DOI: 10.1002/cite.200700133] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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13
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Abstract
Displacement chromatography has several advantages over the nonlinear elution technique, as well as the linear elution mode, such as the recovery of purified components at high concentrations, less tailing during elution, high throughput and high resolution. Displacer affinity and its utilization are the critical components of displacement chromatography. Particularly, the nonspecific interactions between the displacer and the stationary phase can be exploited to generate high affinity displacers. This chapter will discuss the design and execution of displacer selection and implementation in a separation specifically focusing on its utilization in ion exchange chromatography.
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Affiliation(s)
- Nihal Tugcu
- Bioprocess R&D, BioPurification Development, Merck, Rahway, NJ, USA
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14
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Yang T, Sundling MC, Freed AS, Breneman CM, Cramer SM. Prediction of pH-Dependent Chromatographic Behavior in Ion-Exchange Systems. Anal Chem 2007; 79:8927-39. [DOI: 10.1021/ac071101j] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ting Yang
- Department of Chemical and Biological Engineering and Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180
| | - Matthew C. Sundling
- Department of Chemical and Biological Engineering and Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180
| | - Alexander S. Freed
- Department of Chemical and Biological Engineering and Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180
| | - Curtis M. Breneman
- Department of Chemical and Biological Engineering and Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180
| | - Steven M. Cramer
- Department of Chemical and Biological Engineering and Department of Chemistry and Chemical Biology, Rensselaer Polytechnic Institute, Troy, New York 12180
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Vanková K, Antosová M, Polakovic M. Adsorption equilibrium of fructosyltransferase on a weak anion-exchange resin. J Chromatogr A 2007; 1162:56-61. [PMID: 17543316 DOI: 10.1016/j.chroma.2007.05.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2006] [Revised: 05/07/2007] [Accepted: 05/08/2007] [Indexed: 11/21/2022]
Abstract
The adsorption equilibrium of a glycoprotein, fructosyltransferase from Aureobasidium pullulans, on an anion-exchange resin, Sepabeads FP-DA activated with 0.1M NaOH, was investigated. The adsorption isotherms were determined at 20 degrees C in a phosphate-citrate buffer with pH 6.0 using the static method. Sodium chloride was used to adjust the ionic strength in the range from 0.0215 to 0.1215 mol dm(-3) which provided conditions varying from a weak effect of salt concentration on protein binding to its strong suppression. The equilibrium data were very well fitted by means of the steric mass-action model when the ion-exchange capacity of 290 mmol dm(-3) was obtained from independent frontal column experiments. The model fit provided the protein characteristic charge equal to 1.9, equilibrium constant 0.326, and steric factor 1.095 x 10(5).
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Affiliation(s)
- Katarína Vanková
- Department of Chemical and Biochemical Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 81237 Bratislava, Slovakia
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16
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Rege K, Tugcu N, Cramer SM. Predicting Column Performance in Displacement Chromatography from High Throughput Screening Batch Experiments. SEP SCI TECHNOL 2007. [DOI: 10.1081/ss-120019089] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Kaushal Rege
- a Isermann Department of Chemical Engineering , Rensselaer Polytechnic Institute , 110 8th Street, Troy , New York , 12180 , U.S.A
| | - Nihal Tugcu
- a Isermann Department of Chemical Engineering , Rensselaer Polytechnic Institute , 110 8th Street, Troy , New York , 12180 , U.S.A
| | - Steven M. Cramer
- a Isermann Department of Chemical Engineering , Rensselaer Polytechnic Institute , 110 8th Street, Troy , New York , 12180 , U.S.A
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17
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Jia X, Wen J, Jiang Y, Bai J, Cheng X, Zheng Y. Modeling for batch phenol biodegradation with immobilizedAlcaligenes faecalis. AIChE J 2006. [DOI: 10.1002/aic.10744] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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18
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19
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Computer-aided model analysis for ionic strength-dependent effective charge of protein in ion-exchange chromatography. Biochem Eng J 2005. [DOI: 10.1016/j.bej.2005.04.021] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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20
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Ladiwala A, Rege K, Breneman CM, Cramer SM. A priori prediction of adsorption isotherm parameters and chromatographic behavior in ion-exchange systems. Proc Natl Acad Sci U S A 2005; 102:11710-5. [PMID: 16081542 PMCID: PMC1187950 DOI: 10.1073/pnas.0408769102] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2004] [Indexed: 11/18/2022] Open
Abstract
The a priori prediction of protein adsorption behavior has been a long-standing goal in several fields. In the present work, property-modeling techniques have been used for the prediction of protein adsorption thermodynamics in ion-exchange systems directly from crystal structure. Quantitative structure-property relationship models of protein isotherm parameters and Gibbs free energy changes in ion-exchange systems were generated by using a support vector machine regression technique. The predictive ability of the models was demonstrated for two test-set proteins not included in the model training set. Molecular descriptors selected during model generation were examined to gain insights into the important physicochemical factors influencing stoichiometry, equilibrium, steric effects, and binding affinity in protein ion-exchange systems. The a priori prediction of protein isotherm parameters can have direct implications for various ion-exchange processes. As proof of concept, a multiscale modeling approach was used for predicting the chromatographic separation of a test set of proteins using the isotherm parameters obtained from the quantitative structure-property relationship models. The simulated column separation showed good agreement with the experimental data. The ability to predict chromatographic behavior of proteins directly from their crystal structures may have significant implications for a range of biotechnology processes.
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Affiliation(s)
- Asif Ladiwala
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, 110 8th Street, Troy, NY 12180, USA
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21
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Rege K, Hu S, Moore JA, Dordick JS, Cramer SM. Chemoenzymatic Synthesis and High-Throughput Screening of an Aminoglycoside−Polyamine Library: Identification of High-Affinity Displacers and DNA-Binding Ligands. J Am Chem Soc 2004; 126:12306-15. [PMID: 15453764 DOI: 10.1021/ja049437n] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Chemoenzymatic parallel synthesis and high-throughput screening were employed to develop a multivalent aminoglycoside-polyamine library for use as high-affinity cation-exchange displacers and DNA-binding ligands. Regioselective lipase-catalyzed acylation, followed by chemical aminolysis, was used to generate vinyl carbonate and vinyl carbamate linkers, respectively, of the aminoglycosidic cores. These were further derivatized with polyamines, leading to library generation. A parallel batch-displacement assay was employed to identify the efficacy of the library candidates as potential displacers for protein purification. Using this approach, low-molecular-mass displacers with affinities higher than those previously observed have been identified. The aminoglycoside-polyamine library was also screened for DNA binding efficacy using an ethidium bromide displacement assay. These highly cationic molecules exhibited strong DNA-binding properties and may have potential for enhanced gene delivery.
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Affiliation(s)
- Kaushal Rege
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, 110 8th Street, Troy, New York 12180, USA
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22
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Zhang S, Sun Y. A Predictive Model for Salt Effects on the Dye-Ligand Affinity Adsorption Equilibrium of Protein. Ind Eng Chem Res 2003. [DOI: 10.1021/ie020542k] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Songping Zhang
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, People's Republic of China
| | - Yan Sun
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, People's Republic of China
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23
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Abstract
The steric mass-action (SMA) model has been reported in the literature for ion-exchange and metal-affinity interaction adsorption equilibrium of proteins. In this work, an SMA model was developed for protein adsorption equilibrium to dye-ligand affinity adsorbent, Cibacron Blue-modified Sepharose CL-6B (CB-Sepharose). Static adsorption experiments with bovine serum albumin as a model protein were carried out to determine the model parameters, that is, equilibrium constant (K), characteristic number of binding sites (n), and steric factor (sigma). It was found that the linear model parameters, K and n decreased with the increase of ionic strength, while the nonlinear parameter, sigma, increased with ionic strength and the dye-ligand concentration. Thus, expressions correlating these parameters with the dye-ligand concentration and/or ionic strength were derived. With these correlations, the SMA model gave promising results in predicting protein adsorption isotherms. Thus, it is considered that the model would be useful in the theoretical analysis of dye-ligand affinity chromatography.
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Affiliation(s)
- Songping Zhang
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Tianjin University, China.
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Natarajan V, Ghose S, Cramer SM. Comparison of linear gradient and displacement separations in ion-exchange systems. Biotechnol Bioeng 2002; 78:365-75. [PMID: 11948443 DOI: 10.1002/bit.10231] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The linear gradient mode of chromatography is the most widely employed mode of operation in ion-exchange chromatographic separations. However, in recent years, the displacement mode has received considerable attention because of its promise of high throughput and high resolution. To enable a comparison of these two modes of chromatography, it is essential to identify the optimum operating conditions for each. We employed an iterative algorithm to carry out the necessary optimization. The Steric Mass Action model of ion-exchange chromatography is used in concert with the solid-film linear-driving force model to describe the chromatographic behavior of the solutes in these systems. The performances of displacement and gradient modes of chromatography are compared for different types of separation problems. It turns out that for "easy" separations, both the modes are equally effective. However, for challenging separations, the displacement mode is superior to the gradient mode. Our results shed significant light on the performance of gradient and displacement modes in protein ion-exchange systems.
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Affiliation(s)
- V Natarajan
- Department of Chemical Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, USA
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25
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Schmidt B, Wandrey C, Freitag R. Mass influences in the performance of oligomeric poly(diallyldimethylammonium chloride) as displacer for cation-exchange displacement chromatography of proteins. J Chromatogr A 2002; 944:149-59. [PMID: 11831750 DOI: 10.1016/s0021-9673(01)01203-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A novel type of linear polyelectrolyte, namely poly-DADMAC [poly(diallyldimethylammonium chloride)], was prepared and studied as a displacer for cation-exchange displacement chromatography of proteins. In contrast to the commercially available polymers of that chemistry, the novel type of poly-DADMAC introduced here is characterized by a homogeneous linear structure, a narrow distribution of the (adjustable) molar mass as well as by a defined and homogeneous affinity for the stationary phase. Five poly-DADMACs of different size (17900 to 88000 g/mol) were prepared and compared with regard to their stationary phase affinity and protein separation potential, taking a mixture of basic proteins, namely lysozyme, cytochrome C, and ribonuclease A (from bovine pancreas), as an example. The steric mass action model was employed to aid method development. Under the chosen conditions (low ionic strength of the mobile phase guaranteeing strong binding of both the proteins and the displacer) the poly-DADMAC with the lowest molar masses proved to be the most efficient displacers for the basic proteins with a stationary phase affinity constant of 5.3 x 10(16) and a steric factor of 224. Using this substance as displacer, a sample mixture containing up to three proteins was separated and the proteins recovered at high yields (80-97%) and in high purity and concentration.
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Affiliation(s)
- B Schmidt
- Department of Chemistry, Swiss Federal Institute of Technology Lausanne, Ecublens
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26
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Tugcu N, Deshmukh RR, Sanghvic YS, Moored JA, Cramer SM. Purification of an oligonucleotide at high column loading by high affinity, low-molecular-mass displacers. J Chromatogr A 2001; 923:65-73. [PMID: 11510561 DOI: 10.1016/s0021-9673(01)00954-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The development of efficient techniques for large-scale oligonucleotide purification is of great interest due to the increased demand for antisense oligonucleotides as therapeutics as well as their use for target validation and gene functionalization. This paper describes the use of anion-exchange displacement chromatography for the purification of 20-mer phosphorothioate oligonucleotide from its closely related impurities using low-molecular-mass amaranth as the displacer. Experiments were carried out to examine the effect of the feed load on the performance of the displacement chromatography. In contrast to prior work, displacement chromatography was successfully scaled-up to high column loadings while maintaining high purity and yields. Experiments carried out on a Source 15Q column indicated that crude oligonucleotide loading as high as 39.2 mg/ml of column were readily processed, resulting in product recovery of 86% and purity of 92%. These results demonstrate that anion-exchange displacement chromatography can indeed be employed for large-scale oligonucleotide separations at high column loading.
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Affiliation(s)
- N Tugcu
- Department of Chemical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180-3590, USA
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27
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Natarajan V, Cramer SM. Optimization of ion-exchange displacement separations. II. Comparison of displacement separations on various ion-exchange resins. J Chromatogr A 2000; 876:63-73. [PMID: 10823502 DOI: 10.1016/s0021-9673(00)00139-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
A variety of stationary-phase materials are currently available for the chromatographic purification of biomolecules. However, the effect of various resin characteristics on the performance of displacement chromatography has not been studied in depth. In Part I, a novel iterative scheme was presented for the rapid optimization of displacement separations in ion-exchange systems. In this article, the optimization scheme is employed to identify the optimum operating conditions for displacement separations on various ion-exchange resin materials. In addition, the effect of different classes of separation problems (e.g., diverging, converging or parallel affinity lines) on the performance of displacement separations is also presented. The solid film linear driving force model is employed in concert with the Steric Mass Action isotherm to describe the chromatographic behavior in these systems. The results presented in this article provide insight into the effects of resin capacity and efficiency as well as the type of separation problem on the performance of various ion-exchange displacement systems.
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Affiliation(s)
- V Natarajan
- Department of Chemical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
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28
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Freitag R, Vogt S. Comparison of particulate and continuous-bed columns for protein displacement chromatography. J Biotechnol 2000; 78:69-82. [PMID: 10702912 DOI: 10.1016/s0168-1656(99)00235-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A conventional anion exchange column packed with porous particles (BioScale Q2), and a novel continuous-bed column (UNO Q1) were compared for displacement separation of dairy whey proteins with polyacrylic acid as displacer. The steric mass action model was investigated as a means to aid and accelerate this development. Characteristic charges and steric factors were measured for the proteins and the displacer according to the model, and used together with the affinity constant derived from the adsorption isotherms for simulations, as well as for the construction of the affinity and operating regime plots. If possible, the latter two were used to select conditions for the actual experiments. In the case of the particle-based column, experimental results and simulations did not agree. In addition, the operating regime plot could not be constructed. The affinity plot did predict the order in the displacement train correctly, but gave misleading information concerning the possible effect of a change in displacer concentration. This is taken to be a result of the porous nature of the particles, which handicaps, to some extent, the interaction of the proteins and the displacer molecules with the adsorptive surface. Results were considerably better in case of the continuous-bed column, where there is no intraparticulate surface.
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Affiliation(s)
- R Freitag
- Department of Chemistry, Ecole Polytechnique Fédérale de Lausanne, Switzerland.
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29
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Hearn MT. Physicochemical factors in polypeptide and protein purification and analysis by high-performance liquid chromatographic techniques: current status and challenges for the future. HANDBOOK OF BIOSEPARATIONS 2000. [DOI: 10.1016/s0149-6395(00)80050-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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31
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Shukla AA, Bae SS, Moore JA, Cramer SM. Structural characteristics of low-molecular-mass displacers for cation-exchange chromatography. II. Role of the stationary phase. J Chromatogr A 1998; 827:295-310. [PMID: 9914657 DOI: 10.1016/s0021-9673(98)00805-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The relative efficacy of a variety of low-molecular-mass displacers was examined on three different stationary phase materials. Several homologous series of displacer molecules were evaluated on these ion-exchange resins using a displacer ranking plot based on the steric mass action model. The results demonstrate that while aromaticity and hydrophobicity can play a significant role in the affinity of displacer molecules on polymethacrylate based and hydrophilized polystyrene-divinylbenzene based materials, this effect is much less pronounced on an agarose based resin. The work presented in this paper demonstrates that different structural features of low-molecular-mass displacers can dominate their affinity on various stationary phase materials employed and provides rules of thumb for the design of high affinity, low-molecular-mass displacers for a variety of commercial cation-exchange materials.
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Affiliation(s)
- A A Shukla
- Department of Chemical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
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Barnthouse KA, Trompeter W, Jones R, Inampudi P, Rupp R, Cramer SM. Cation-exchange displacement chromatography for the purification of recombinant protein therapeutics from variants. J Biotechnol 1998; 66:125-36. [PMID: 9866864 DOI: 10.1016/s0168-1656(98)00131-x] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Removal of low level impurities that are closely related to the bioproduct is a commonly encountered challenge in the purification of biopharmaceuticals. These separations are typically carried out by using shallow linear salt gradients at relatively low column loadings, significantly limiting the throughput of the purification process. In this manuscript we examine the utility of displacement chromatography for the purification of recombinant human brain-derived neurotrophic factor, rHuBDNF. The utility of displacement chromatography is compared to gradient elution for the removal of variants of the rHuBDNF. The results demonstrate that displacement chromatography is capable of achieving high yields and purity at high column loadings. Displacements developed on 20 microns and 50 microns cation-exchange resins are shown to provide 8-fold and 4.5-fold increases in production rates, respectively, when compared to an existing linear gradient elution operation. These results demonstrate the efficacy of displacement chromatography for the purification of therapeutic proteins from complex feed streams.
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Affiliation(s)
- K A Barnthouse
- Department of Chemical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
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Ruaan RC, Hsu D, Chen WY, Chen H, Lin MS. Protein separation by hydrophobic interaction chromatography using methacrylic block copolymers as displacers. J Chromatogr A 1998. [DOI: 10.1016/s0021-9673(98)00630-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Shukla AA, Bae SS, Moore JA, Barnthouse KA, Cramer SM. Synthesis and Characterization of High-Affinity, Low Molecular Weight Displacers for Cation-Exchange Chromatography. Ind Eng Chem Res 1998. [DOI: 10.1021/ie9801756] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Abhinav A. Shukla
- Department of Chemical Engineering and Department of Chemistry, Rensselaer Polytechnic Institute, Troy, New York 12180
| | - Sung Su Bae
- Department of Chemical Engineering and Department of Chemistry, Rensselaer Polytechnic Institute, Troy, New York 12180
| | - J. A. Moore
- Department of Chemical Engineering and Department of Chemistry, Rensselaer Polytechnic Institute, Troy, New York 12180
| | - Kristopher A. Barnthouse
- Department of Chemical Engineering and Department of Chemistry, Rensselaer Polytechnic Institute, Troy, New York 12180
| | - Steven M. Cramer
- Department of Chemical Engineering and Department of Chemistry, Rensselaer Polytechnic Institute, Troy, New York 12180
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Shukla AA, Barnthouse KA, Bae SS, Moore JA, Cramer SM. Structural characteristics of low-molecular-mass displacers for cation-exchange chromatography. J Chromatogr A 1998; 814:83-95. [PMID: 9718688 DOI: 10.1016/s0021-9673(98)00374-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
The relative efficacy of a variety of low-molecular-mass displacers was examined using a displacer ranking plot. This method enables an evaluation of the dynamic affinity of a variety of displacers over a range of operating conditions. Several homologous series of molecules were evaluated to provide insight into the effects of various structural features on displacer efficacy. The results indicate that linear flexible geometries may have advantages over branched or cyclic structures. Data also indicate that the spreading out of charges may increase affinity. The incorporation of aromatic moieties in these displacers, particularly near the surface of the molecules, appears to result in a dramatic increase in displacer affinity. The ability of several high-affinity low-molecular-mass displacers a very strongly bound cationic protein is also examined. The results confirm the predictions of the theory and indicate that it is indeed possible to displace highly bound macromolecules with low-molecular-mass dispatchers. The work presented in this paper indicates that non-specific interactions can be exploited for producing high-affinity low-molecular-mass displacers.
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Affiliation(s)
- A A Shukla
- Department of Chemical Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
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Abstract
The resolving power of displacement chromatography using low-molecular-weight displacers was investigated using a model mixture containing bovine and horse heart cytochrome c. The linear and nonlinear adsorption behavior of these two proteins was examined in cation-exchange chromatography and shown to be quite similar. Furthermore, an analysis of the dynamic affinity of these proteins indicated extremely similar affinities under displacement conditions. Despite the extreme similarities in the adsorption behavior, displacement chromatography using a protected amino acid displacer resulted in excellent separation of the proteins with both high yields and purity. These results indicate that displacement chromatography may be efficacious for a wide variety of difficult protein separation problems.
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Affiliation(s)
- A Kundu
- Howard P. Isermann Department of Chemical Engineering Rensselaer Polytechnic Institute, Troy, New York 12180, USA
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