1
|
Brean A, Overton TW, Bracewell DG, Franzreb M, Thomas ORT. Integrated system for temperature-controlled fast protein liquid chromatography. IV. Continuous 'one-column' 'low-salt' hydrophobic interaction chromatography. J Chromatogr A 2024; 1731:465212. [PMID: 39068770 DOI: 10.1016/j.chroma.2024.465212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 07/23/2024] [Accepted: 07/24/2024] [Indexed: 07/30/2024]
Abstract
Systematic development of a temperature-controlled isocratic process for one-column low-salt hydrophobic interaction chromatography (HIC) of proteins employing a travelling cooling zone reactor (TCZR) system, is described. Batch binding and confocal scanning microscopy were employed to define process conditions for temperature-reversible binding of bovine serum albumin (BSA) which were validated in pulse-response temperature switching HIC experiments, before transferring to TCZR-HIC. A thin-walled stainless-steel column mounted with a movable assembly of copper blocks and Peltier elements (travelling cooling zone, TCZ) was used for TCZR-HIC. In pulse-response TCZR-HIC, 12 TCZ movements along the column desorbed 86.3% of the applied BSA monomers in 95.3% purity depleted >6-fold in 2-4 mers and nearly 260-fold in higher molecular weight (HMW) species. For continuous TCZR-HIC, the TCZ was moved 49-58 times during uninterrupted loading of BSA feeds at 0.25, 0.5 or 1 mg·mL-1. Each TCZ movement generated a sharp symmetrical elution peak. In the best case, (condition 1: 0.25 mg·mL-1 BSA; >17 mg BSA applied per mL of bed) the height of TCZ elution peaks approached pseudo-steady midway through the loading phase with no rise in baseline UV280 signal between peaks. Peak composition remained constant averaging 94.4% monomer, 5.6% 2-4 mers and <0.05% HMW. Monomers were recovered in quantitative yield depleted >3.1 fold in 2-4 mers and 92-fold in HMW species cf. the feed (63.6% monomers, 21.8% 2-4 mers, 14.6% HMW). However, increasing the BSA concentration to 1 mg·mL-1 (condition 2) or employing a fouled HIC column with 0.5 mg·mL-1 BSA (condition 3) compromised monomer purification performance.
Collapse
Affiliation(s)
- Alexander Brean
- School of Chemical Engineering, College of Engineering and Physica1, University of Birmingham, Edgbaston, Birmingham B15 2TT, England, UK
| | - Tim W Overton
- School of Chemical Engineering, College of Engineering and Physica1, University of Birmingham, Edgbaston, Birmingham B15 2TT, England, UK; Institute for Microbiology and Infection, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Daniel G Bracewell
- Department of Biochemical Engineering, University College London, London WC1E 6BT, UK
| | - Matthias Franzreb
- Institute of Functional Interfaces, Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
| | - Owen R T Thomas
- School of Chemical Engineering, College of Engineering and Physica1, University of Birmingham, Edgbaston, Birmingham B15 2TT, England, UK.
| |
Collapse
|
2
|
Yang YX, Chen YC, Yao SJ, Lin DQ. Parameter-by-parameter estimation method for adsorption isotherm in hydrophobic interaction chromatography. J Chromatogr A 2024; 1716:464638. [PMID: 38219627 DOI: 10.1016/j.chroma.2024.464638] [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] [Received: 11/21/2023] [Revised: 01/06/2024] [Accepted: 01/08/2024] [Indexed: 01/16/2024]
Abstract
Hydrophobic interaction chromatography (HIC) is used as a critical polishing step in the downstream processing of biopharmaceuticals. Normally the process development of HIC is a cumbersome and time-consuming task, and the mechanical models can provide a powerful tool to characterize the process, assist process design and accelerate process development. However, the current estimation of model parameters relies on the inverse method, which lacks an efficient and logical parameter estimation strategy. In this study, a parameter-by-parameter (PbP) method based on the theoretical derivation and simplifying assumptions was proposed to estimate the Mollerup isotherm parameters for HIC. The method involves three key steps: (1) linear regression (LR) to estimate the salt-protein interaction parameter and the equilibrium constant; (2) linear approximation (LA) to estimate the stoichiometric parameter and the maximum binding capacity; and (3) inverse method to estimate the protein-protein interaction parameter and the kinetic coefficient. The results indicated that the LR step should be used for dilution condition (loading factor below 5%), while the LA step should be conducted when the isotherm is in the transition or nonlinear regions. Six numerical experiments were conducted to implement the PbP method. The results demonstrated that the PbP method developed allows for the systematic estimation of HIC parameters one-by-one, effectively reducing the number of parameters required for inverse method estimation from six to two. This helps prevent non-identifiability of structural parameters. The feasibility of the PbP-HIC method was further validated by real-world experiments. Moreover, the PbP method enhances the mechanistic understanding of adsorption behavior of HIC and shows a promising application to other stoichiometric displacement model-derived isotherms.
Collapse
Affiliation(s)
- Yu-Xiang Yang
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, Zhejiang Key Laboratory of Smart Biomaterials, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
| | - Yu-Cheng Chen
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, Zhejiang Key Laboratory of Smart Biomaterials, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
| | - Shan-Jing Yao
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, Zhejiang Key Laboratory of Smart Biomaterials, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China
| | - Dong-Qiang Lin
- Key Laboratory of Biomass Chemical Engineering of Ministry of Education, Zhejiang Key Laboratory of Smart Biomaterials, College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310058, China.
| |
Collapse
|
3
|
Ausserwöger H, Schneider MM, Herling TW, Arosio P, Invernizzi G, Knowles TPJ, Lorenzen N. Non-specificity as the sticky problem in therapeutic antibody development. Nat Rev Chem 2022; 6:844-861. [PMID: 37117703 DOI: 10.1038/s41570-022-00438-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/07/2022] [Indexed: 11/16/2022]
Abstract
Antibodies are highly potent therapeutic scaffolds with more than a hundred different products approved on the market. Successful development of antibody-based drugs requires a trade-off between high target specificity and target binding affinity. In order to better understand this problem, we here review non-specific interactions and explore their fundamental physicochemical origins. We discuss the role of surface patches - clusters of surface-exposed amino acid residues with similar physicochemical properties - as inducers of non-specific interactions. These patches collectively drive interactions including dipole-dipole, π-stacking and hydrophobic interactions to complementary moieties. We elucidate links between these supramolecular assembly processes and macroscopic development issues, such as decreased physical stability and poor in vivo half-life. Finally, we highlight challenges and opportunities for optimizing protein binding specificity and minimizing non-specificity for future generations of therapeutics.
Collapse
|
4
|
An Experimental and Modeling Combined Approach in Preparative Hydrophobic Interaction Chromatography. Processes (Basel) 2022. [DOI: 10.3390/pr10051027] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Chromatography is a technique widely used in the purification of biopharmaceuticals, and generally consists of several chromatographic steps. In this work, Hydrophobic Interaction Chromatography (HIC) is investigated as a polishing step for the purification of therapeutic proteins. Adsorption mechanisms in hydrophobic interaction chromatography are still not completely clear and a limited amount of published data is available. In addition to new data on adsorption isotherms for some proteins (obtained both by high-throughput and frontal analysis method), and a comparison of different models proposed in the literature, two different approaches are compared in this work to investigate HIC. The predictive approach exploits an in-house code that simulates the behavior of the component in the column using the model parameters found from the fitting of experimental data. The estimation approach, on the other hand, exploits commercial software in which the model parameters are found by the fitting of a few experimental chromatograms. The two approaches are validated on some bind-elute runs: the predictive approach is very informative, but the experimental effort needed is high; the estimation approach is more effective, but the knowledge gained is lower. The second approach is also applied to an in-development industrial purification process and successfully resulted in predicting the behavior of the system, allowing for optimization with a reduction in the time and amount of sample needed.
Collapse
|
5
|
Modeling of hydrophobic interaction chromatography for the separation of antibody-drug conjugates and its application towards quality by design. J Biotechnol 2020; 317:48-58. [DOI: 10.1016/j.jbiotec.2020.04.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 04/22/2020] [Accepted: 04/26/2020] [Indexed: 11/21/2022]
|
6
|
Studies on the retention mechanism of solutes in hydrophilic interaction chromatography using stoichiometric displacement theory I. The linear relationship of lgk' vs. lg[H2O]. Talanta 2018; 176:499-508. [DOI: 10.1016/j.talanta.2017.08.062] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2017] [Revised: 08/11/2017] [Accepted: 08/18/2017] [Indexed: 01/26/2023]
|
7
|
Water on hydrophobic surfaces: Mechanistic modeling of hydrophobic interaction chromatography. J Chromatogr A 2016; 1465:71-8. [PMID: 27575919 DOI: 10.1016/j.chroma.2016.07.085] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Revised: 07/27/2016] [Accepted: 07/29/2016] [Indexed: 11/22/2022]
Abstract
Mechanistic models are successfully used for protein purification process development as shown for ion-exchange column chromatography (IEX). Modeling and simulation of hydrophobic interaction chromatography (HIC) in the column mode has been seldom reported. As a combination of these two techniques is often encountered in biopharmaceutical purification steps, accurate modeling of protein adsorption in HIC is a core issue for applying holistic model-based process development, especially in the light of the Quality by Design (QbD) approach. In this work, a new mechanistic isotherm model for HIC is derived by consideration of an equilibrium between well-ordered water molecules and bulk-like ordered water molecules on the hydrophobic surfaces of protein and ligand. The model's capability of describing column chromatography experiments is demonstrated with glucose oxidase, bovine serum albumin (BSA), and lysozyme on Capto™ Phenyl (high sub) as model system. After model calibration from chromatograms of bind-and-elute experiments, results were validated with batch isotherms and prediction of further gradient elution chromatograms.
Collapse
|
8
|
Mirani MR, Rahimpour F. Thermodynamic modelling of hydrophobic interaction chromatography of biomolecules in the presence of salt. J Chromatogr A 2015; 1422:170-177. [DOI: 10.1016/j.chroma.2015.10.019] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Revised: 10/08/2015] [Accepted: 10/08/2015] [Indexed: 10/22/2022]
|
9
|
Baumann P, Baumgartner K, Hubbuch J. Influence of binding pH and protein solubility on the dynamic binding capacity in hydrophobic interaction chromatography. J Chromatogr A 2015; 1396:77-85. [DOI: 10.1016/j.chroma.2015.04.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Revised: 03/18/2015] [Accepted: 04/01/2015] [Indexed: 10/23/2022]
|
10
|
Geng X, Jia X, Liu P, Wang F, Yang X. Two variables dominating the retention of intact proteins under gradient elution with simultaneous ultrafast high-resolution separation by hydrophobic interaction chromatography. Analyst 2015; 140:6692-704. [DOI: 10.1039/c5an01400j] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The retention of proteins under gradient elution in HIC is dominated by two variables of steady and migration regions.
Collapse
Affiliation(s)
- Xindu Geng
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education
- Institute of Modern Separation Science
- Shaanxi Provincial Key Laboratory
- Northwest University
- Xi'an
| | - Xiaodan Jia
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education
- Institute of Modern Separation Science
- Shaanxi Provincial Key Laboratory
- Northwest University
- Xi'an
| | - Peng Liu
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education
- Institute of Modern Separation Science
- Shaanxi Provincial Key Laboratory
- Northwest University
- Xi'an
| | - Fei Wang
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education
- Institute of Modern Separation Science
- Shaanxi Provincial Key Laboratory
- Northwest University
- Xi'an
| | - Xiaoming Yang
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education
- Institute of Modern Separation Science
- Shaanxi Provincial Key Laboratory
- Northwest University
- Xi'an
| |
Collapse
|
11
|
Protein renaturation with simultaneous purification by protein folding liquid chromatography: recent developments. Amino Acids 2013; 46:153-65. [DOI: 10.1007/s00726-013-1614-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2013] [Accepted: 10/20/2013] [Indexed: 10/26/2022]
|
12
|
Song C, Wang J, Zhao K, Bai Q. Preparation and characterization of a novel dual-retention mechanism mixed-mode stationary phase with PEG 400 and succinic anhydride as ligand for protein separation in WCX and HIC modes. Biomed Chromatogr 2013; 27:1741-53. [DOI: 10.1002/bmc.2988] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2013] [Revised: 05/27/2013] [Accepted: 05/28/2013] [Indexed: 12/21/2022]
Affiliation(s)
- Chao Song
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education, Institute of Modern Separation Science, Key Lab of Modern Separation Science in Shaanxi Province; Northwest University; Xi'an 710069 China
| | - Jianshan Wang
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education, Institute of Modern Separation Science, Key Lab of Modern Separation Science in Shaanxi Province; Northwest University; Xi'an 710069 China
| | - Kailou Zhao
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education, Institute of Modern Separation Science, Key Lab of Modern Separation Science in Shaanxi Province; Northwest University; Xi'an 710069 China
| | - Quan Bai
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education, Institute of Modern Separation Science, Key Lab of Modern Separation Science in Shaanxi Province; Northwest University; Xi'an 710069 China
| |
Collapse
|
13
|
Kallberg K, Johansson HO, Bulow L. Multimodal chromatography: An efficient tool in downstream processing of proteins. Biotechnol J 2012; 7:1485-95. [DOI: 10.1002/biot.201200074] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2012] [Revised: 09/26/2012] [Accepted: 10/09/2012] [Indexed: 11/06/2022]
|
14
|
Müller TKH, Franzreb M. Suitability of commercial hydrophobic interaction sorbents for temperature-controlled protein liquid chromatography under low salt conditions. J Chromatogr A 2012; 1260:88-96. [PMID: 22954746 DOI: 10.1016/j.chroma.2012.08.052] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2012] [Revised: 05/28/2012] [Accepted: 08/15/2012] [Indexed: 11/29/2022]
Abstract
The effect of temperature in the range from 10°C to 40°C and comparatively low ammonium sulfate (AS) concentrations of up to 0.5M on the adsorption of bovine serum albumin (BSA) on four different commercially available sepharose-based stationary phases was investigated. The determined isotherms were fitted by the Langmuir equation, and thermodynamic values were calculated by van't Hoff analysis. The adsorption of BSA onto the chromatographic resin Butyl Sepharose 4FF showed the strongest temperature influence; however, protein unfolding effects occurred when characterizing this system by dynamic column experiments, with an unfolded BSA fraction strongly attached to the sorbent. The percentage of the unfolding fraction was determined for different operating conditions and found to increase with the concentration of the cosmotropic salt, but even stronger with increasing temperature. Temperature-induced cyclic adsorption and desorption experiments were carried out to investigate the long-term performance of Butyl Sepharose 4FF by applying purely temperature-controlled regeneration. Over a period of five cycles, the working capacity remained stable, but BSA also started to accumulate on the column due to incomplete regeneration. Finally, the possibility to fractionate different proteins with a single temperature shift was shown by the complete separation of lysozyme and BSA. The results presented indicate that temperature-induced binding and elution may offer a possibility to shift the operation conditions of HIC resins toward reduced salt concentrations, thus saving chemicals and facilitating salt removal in further downstream processing stages.
Collapse
Affiliation(s)
- Tobias K H Müller
- Karlsruhe Institute of Technology, Institute for Functional Interfaces, Germany.
| | | |
Collapse
|
15
|
Zhao K, Yang L, Wang X, Bai Q, Yang F, Wang F. Preparation of a novel dual-function strong cation exchange/hydrophobic interaction chromatography stationary phase for protein separation. Talanta 2012; 98:86-94. [PMID: 22939132 DOI: 10.1016/j.talanta.2012.06.050] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Revised: 06/19/2012] [Accepted: 06/20/2012] [Indexed: 12/20/2022]
Abstract
We have explored a novel dual-function stationary phase which combines both strong cation exchange (SCX) and hydrophobic interaction chromatography (HIC) characteristics. The novel dual-function stationary phase is based on porous and spherical silica gel functionalized with ligand containing sulfonic and benzyl groups capable of electrostatic and hydrophobic interaction functionalities, which displays HIC character in a high salt concentration, and IEC character in a low salt concentration in mobile phase employed. As a result, it can be employed to separate proteins with SCX and HIC modes, respectively. The resolution and selectivity of the dual-function stationary phase were evaluated under both HIC and SCX modes with standard proteins and can be comparable to that of conventional IEC and HIC columns. More than 96% of mass and bioactivity recoveries of proteins can be achieved in both HIC and SCX modes, respectively. The results indicated that the novel dual-function column could replace two individual SCX and HIC columns for protein separation. Mixed retention mechanism of proteins on this dual-function column based on stoichiometric displacement theory (SDT) in LC was investigated to find the optimal balance of the magnitude of electrostatic and hydrophobic interactions between protein and the ligand on the silica surface in order to obtain high resolution and selectivity for protein separation. In addition, the effects of the hydrophobicity of the ligand of the dual-function packings and pH of the mobile phase used on protein separation were also investigated in detail. The results show that the ligand with suitable hydrophobicity to match the electrostatic interaction is very important to prepare the dual-function stationary phase, and a better resolution and selectivity can be obtained at pH 6.5 in SCX mode. Therefore, the dual-function column can replace two individual SCX and HIC columns for protein separation and be used to set up two-dimensional liquid chromatography with a single column (2DLC-1C), which can also be employed to separate three kinds of active proteins completely, such as lysozyme, ovotransferrin and ovalbumin from egg white. The result is very important not only to the development of new 2DLC technology with a single column for proteomics, but also to recombinant protein drug production for saving column expense and simplifying the process in biotechnology.
Collapse
Affiliation(s)
- Kailou Zhao
- Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education, Institute of Modern Separation Science, Northwest University, Xi'an 710069, China
| | | | | | | | | | | |
Collapse
|
16
|
Yang Y, Geng X. Mixed-mode chromatography and its applications to biopolymers. J Chromatogr A 2011; 1218:8813-25. [DOI: 10.1016/j.chroma.2011.10.009] [Citation(s) in RCA: 118] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2011] [Revised: 10/06/2011] [Accepted: 10/06/2011] [Indexed: 10/16/2022]
|
17
|
|
18
|
Nagrath D, Xia F, Cramer SM. Characterization and modeling of nonlinear hydrophobic interaction chromatographic systems. J Chromatogr A 2011; 1218:1219-26. [DOI: 10.1016/j.chroma.2010.12.111] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2010] [Revised: 12/24/2010] [Accepted: 12/31/2010] [Indexed: 11/16/2022]
|
19
|
Abstract
A method for carrying out protein folding with simultaneous separation by protein folding liquid chromatography (PFLC) is described herein. Furthermore, a two-dimensional chromatographic column, termed a 2D column, which can be independently employed for accomplishing PFLC in either weak cation exchange mode or hydrophobic interaction chromatography mode is reported. The content of this chapter describes the most commonly employed methods and operations of PFLC, such as the use of urea or guanidine hydrochloride as a denaturant with the protein in either the reduced or oxidized state and solving problems caused by the formation of the precipitates during protein folding. The PFLC can be performed using conventional chromatographic columns and a new chromatographic cake. A protocol for fast renaturation with simultaneous purification of inclusion body protein of the recombinant human interferon-gamma to obtain purity ≥95% and high specific bioactivity in a single step and in 1 h is introduced.
Collapse
Affiliation(s)
- Quan Bai
- Key Laboratory of Modern Separation Science in Shaanxi Province, Key Laboratory of Synthetic and Natural Functional Molecule Chemistry of Ministry of Education, Institute of Modern Separation Science, Northwest University, Xi'an, China.
| | | |
Collapse
|
20
|
Deitcher R, O’Connell J, Fernandez E. Changes in solvent exposure reveal the kinetics and equilibria of adsorbed protein unfolding in hydrophobic interaction chromatography. J Chromatogr A 2010; 1217:5571-83. [PMID: 20630532 PMCID: PMC2956115 DOI: 10.1016/j.chroma.2010.06.051] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2010] [Revised: 06/14/2010] [Accepted: 06/18/2010] [Indexed: 11/17/2022]
Abstract
Hydrogen exchange has been a useful technique for studying the conformational state of proteins, both in bulk solution and at interfaces, for several decades. Here, we propose a physically based model of simultaneous protein adsorption, unfolding and hydrogen exchange in HIC. An accompanying experimental protocol, utilizing mass spectrometry to quantify deuterium labeling, enables the determination of both the equilibrium partitioning between conformational states and pseudo-first order rate constants for folding and unfolding of adsorbed protein. Unlike chromatographic techniques, which rely on the interpretation of bulk phase behavior, this methodology utilizes the measurement of a molecular property (solvent exposure) and provides insight into the nature of the unfolded conformation in the adsorbed phase. Three model proteins of varying conformational stability, alpha-chymotrypsinogen A, beta-lactoglobulin B, and holo alpha-lactalbumin, are studied on Sepharose HIC resins possessing assorted ligand chemistries and densities. alpha-Chymotrypsinogen, conformationally the most stable protein in the set, exhibits no change in solvent exposure at all the conditions studied, even when isocratic pulse-response chromatography suggests nearly irreversible adsorption. Apparent unfolding energies of adsorbed beta-lactoglobulin B and holo alpha-lactalbumin range from -4 to 3 kJ/mol and are dependent on resin properties and salt concentration. Characteristic pseudo-first order rate constants for surface-induced unfolding are 0.2-0.9 min(-1). While poor protein recovery in HIC is often associated with irreversible unfolding, this study documents that non-eluting behavior can occur when surface unfolding is reversible or does not occur at all. Further, this hydrogen exchange technique can be used to assess the conformation of adsorbed protein under conditions where the protein is non-eluting and chromatographic methods are not applicable.
Collapse
Affiliation(s)
- R.W. Deitcher
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA, USA 22904-4741
| | - J.P. O’Connell
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA, USA 22904-4741
| | - E.J. Fernandez
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA, USA 22904-4741
| |
Collapse
|
21
|
Yin-Mao W, Quan-Zhou L, Tong L, Xin-Du G. Retention model of protein for mixed-mode interaction mechanism in ion exchange and hydrophobic interaction chromatography. CHINESE J CHEM 2010. [DOI: 10.1002/cjoc.20000180111] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
|
22
|
Xin-Du G, Fred E R. An Integrated Theory of Adsorption and Partition Mechanism and Each Contribution to Solute Retention in Reversed Phase Liquid Chromatography. CHINESE J CHEM 2010. [DOI: 10.1002/cjoc.20030210319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
23
|
Deitcher R, Rome J, Gildea P, O’Connell J, Fernandez E. A new thermodynamic model describes the effects of ligand density and type, salt concentration and protein species in hydrophobic interaction chromatography. J Chromatogr A 2010; 1217:199-208. [PMID: 19695574 PMCID: PMC3890380 DOI: 10.1016/j.chroma.2009.07.068] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2009] [Revised: 07/23/2009] [Accepted: 07/30/2009] [Indexed: 10/20/2022]
Abstract
A new thermodynamic model is derived that describes both loading and pulse-response behavior of proteins in hydrophobic interaction chromatography (HIC). The model describes adsorption in terms of protein and solvent activities, and water displacement from hydrophobic interfaces, and distinguishes contributions from ligand density, ligand type and protein species. Experimental isocratic response and loading data for a set of globular proteins on Sepharose resins of various ligand types and densities are described by the model with a limited number of parameters. The model is explicit in ligand density and may provide insight into the sensitivity of protein retention to ligand density in HIC as well as the limited reproducibility of HIC data.
Collapse
Affiliation(s)
- R.W. Deitcher
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA 22904-4741, USA
| | - J.E. Rome
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA 22904-4741, USA
| | - P.A. Gildea
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA 22904-4741, USA
| | - J.P. O’Connell
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA 22904-4741, USA
| | - E.J. Fernandez
- Department of Chemical Engineering, University of Virginia, Charlottesville, VA 22904-4741, USA
| |
Collapse
|
24
|
Liu P, Yang H, Geng X. Mixed retention mechanism of proteins in weak anion-exchange chromatography. J Chromatogr A 2009; 1216:7497-504. [DOI: 10.1016/j.chroma.2009.06.080] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2009] [Revised: 05/23/2009] [Accepted: 06/30/2009] [Indexed: 11/30/2022]
|
25
|
Geng X, Ke C, Chen G, Liu P, Wang F, Zhang H, Sun X. On-line separation of native proteins by two-dimensional liquid chromatography using a single column. J Chromatogr A 2009; 1216:3553-62. [DOI: 10.1016/j.chroma.2009.01.085] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2008] [Revised: 01/21/2009] [Accepted: 01/26/2009] [Indexed: 11/16/2022]
|
26
|
A new approach for characterizing the intermediate feature of α-chymotrypsin refolding by hydrophobic interaction chromatography. Int J Mol Sci 2009; 10:616-628. [PMID: 19333424 PMCID: PMC2660661 DOI: 10.3390/ijms10020616] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2009] [Revised: 02/15/2009] [Accepted: 02/17/2009] [Indexed: 11/24/2022] Open
Abstract
A new approach for characterizing the intermediate of urea-denatured α-chymotrypsin (α-Chy) by hydrophobic interaction chromatography (HIC) is presented. The contact surface region (Z, S), affinity (logI), and the character of interaction force (j) of the α-Chy to the stationary phase of HIC (STHIC) between the intermediate (M) and native (N) states were found to be quite different as urea concentration (Curea) changes. With the changes in Curea, a linear relationship between logI and Z was found to exist only for its N state, not for M state, indicating the interaction force between α-Chy in N state to the STHIC to be non-selective, but selective one for its M state. Also, the measured magnitude of both logI and Z in M state is only a fifth of that in N state. All three parameters were employed to distinguish protein in the N state from that in the M state. It would be expected that this result could be employed to distinguish any kind of non-functional protein having correct three-, or four-dimensional molecular structure from their stable M state of any kinds of proteins, and/or other proteins in proteome investigation, separation process of protein, and intensively understanding the intrinsic rule of protein folding in molecular biology.
Collapse
|
27
|
Nunes CA, Dias-Cabral ACM. Angiotensin I retention behavior on Butyl-Sepharose under linear loading chromatographic conditions. J Chromatogr A 2009; 1216:2332-8. [DOI: 10.1016/j.chroma.2009.01.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2008] [Revised: 12/27/2008] [Accepted: 01/02/2009] [Indexed: 11/28/2022]
|
28
|
Valliere-Douglass J, Wallace A, Balland A. Separation of populations of antibody variants by fine tuning of hydrophobic-interaction chromatography operating conditions. J Chromatogr A 2008; 1214:81-9. [DOI: 10.1016/j.chroma.2008.10.078] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2008] [Revised: 10/09/2008] [Accepted: 10/13/2008] [Indexed: 10/21/2022]
|
29
|
Zhao G, Peng G, Li F, Shi Q, Sun Y. 5-Aminoindole, a new ligand for hydrophobic charge induction chromatography. J Chromatogr A 2008; 1211:90-8. [DOI: 10.1016/j.chroma.2008.09.108] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2008] [Revised: 09/16/2008] [Accepted: 09/29/2008] [Indexed: 10/21/2022]
|
30
|
Liquid chromatography of recombinant proteins and protein drugs. J Chromatogr B Analyt Technol Biomed Life Sci 2008; 866:133-53. [DOI: 10.1016/j.jchromb.2008.01.041] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2007] [Revised: 12/17/2007] [Accepted: 01/18/2008] [Indexed: 01/12/2023]
|
31
|
Chen J, Yang T, Luo Q, Breneman CM, Cramer SM. Investigation of protein retention in hydrophobic interaction chromatographic (HIC) systems using the preferential interaction theory and quantitative structure property relationship models. REACT FUNCT POLYM 2007. [DOI: 10.1016/j.reactfunctpolym.2007.07.029] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
|
32
|
Lei G, Yang R, Zeng X, Shen Y, Zheng X, Wei Y. Use of Frontal Chromatography to Measure the Binding Interaction of Berberine Chloride with Bovine Serum Albumin. Chromatographia 2007. [DOI: 10.1365/s10337-007-0420-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
|
33
|
Chen J, Cramer SM. Protein adsorption isotherm behavior in hydrophobic interaction chromatography. J Chromatogr A 2007; 1165:67-77. [PMID: 17698076 DOI: 10.1016/j.chroma.2007.07.038] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2007] [Revised: 07/18/2007] [Accepted: 07/20/2007] [Indexed: 10/23/2022]
Abstract
The adsorption behavior of proteins in hydrophobic interaction chromatography (HIC) was evaluated by determining the isotherms of a wide range of proteins on various HIC resin systems. Parallel batch experiments were carried out with eleven proteins on three hydrophobic resins with different ligand chemistries and densities. The effects of salt concentration, resin chemistry and protein properties on the isotherms were also examined. The resulting isotherms exhibited unique patterns of adsorption behaviors. For certain protein-resin combinations, a "critical salt behavior" was observed where the amount of protein bound to the resin increased significantly above this salt concentration. Proteins that exhibited this behavior tended to be relatively large with more solvent accessible hydrophobic surface area. Further, calculations indicated that under these conditions the occupied surface area of the adsorbed protein layer could exceed the accessible surface area. The establishment of unique classes of adsorption behavior may shed light on our understanding of the behavior of proteins in HIC systems.
Collapse
Affiliation(s)
- Jie Chen
- Department of Chemical and Biological Engineering, RPI, NY 12180, USA.
| | | |
Collapse
|
34
|
Mahn A, Lienqueo ME, Asenjo JA. Optimal operation conditions for protein separation in hydrophobic interaction chromatography. J Chromatogr B Analyt Technol Biomed Life Sci 2007; 849:236-42. [PMID: 17027350 DOI: 10.1016/j.jchromb.2006.09.013] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2006] [Revised: 09/05/2006] [Accepted: 09/08/2006] [Indexed: 10/24/2022]
Abstract
Protein retention in hydrophobic interaction chromatography is determined by protein physicochemical properties and by system characteristics. In this paper we present an attempt to determine the optimal operation conditions that would allow the separation of binary protein mixtures. The statistically significant system variables were determined, and then empirical models were obtained which explained more than 92% of variability in dimensionless retention time based on salt properties, ionic strength of the initial eluent and substitution degree of the resin. These variables were optimized in order to achieve the maximum retention time difference between two proteins in a mixture. The optimum operation conditions as predicted by the models were tested experimentally, showing a good agreement with predicted separation. We concluded that it would be possible to determine the system conditions that allow the maximum separation of two proteins based on the main system properties. The methodology proposed here presents potential to be applied to partially characterized systems, however, it could be improved if protein's properties were included explicitly in the models.
Collapse
Affiliation(s)
- Andrea Mahn
- Medicine Faculty, Institute for Biomedical Sciences, University of Chile, Santiago, Chile.
| | | | | |
Collapse
|
35
|
Bai Q, Kong Y, Geng X. Studies on Renaturation with Simultaneous Purification of Recombinant Human Proinsulin from E. coli with High Performance Hydrophobic Interaction Chromatography. J LIQ CHROMATOGR R T 2007. [DOI: 10.1081/jlc-120018414] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Quan Bai
- a Institute of Modern Separation Science, Kay Lab of Modern Separation Science in Shaanxi Province , Northwest University , Xi'an , 710069 , P.R. China
| | - Yu Kong
- a Institute of Modern Separation Science, Kay Lab of Modern Separation Science in Shaanxi Province , Northwest University , Xi'an , 710069 , P.R. China
| | - Xin‐du Geng
- a Institute of Modern Separation Science, Kay Lab of Modern Separation Science in Shaanxi Province , Northwest University , Xi'an , 710069 , P.R. China
| |
Collapse
|
36
|
Wei Y, Yan Y, Zhao J, Geng X, Liu R. Temperature Effects in Hydrophobic Interaction Chromatography of Proteins. J LIQ CHROMATOGR R T 2007. [DOI: 10.1080/10826070500452234] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Yinmao Wei
- a Institute of Modern Separation Science , Northwest University , Xi'an, P. R. China
| | - Yan Yan
- a Institute of Modern Separation Science , Northwest University , Xi'an, P. R. China
| | - Jianguo Zhao
- a Institute of Modern Separation Science , Northwest University , Xi'an, P. R. China
| | - Xindu Geng
- a Institute of Modern Separation Science , Northwest University , Xi'an, P. R. China
| | - Ruixian Liu
- b Contemporary Educational Technology Center , Northwest University , Xi'an, P. R. China
| |
Collapse
|
37
|
To BCS, Lenhoff AM. Hydrophobic interaction chromatography of proteins. J Chromatogr A 2007; 1141:191-205. [PMID: 17207806 DOI: 10.1016/j.chroma.2006.12.020] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2006] [Revised: 11/30/2006] [Accepted: 12/05/2006] [Indexed: 11/18/2022]
Abstract
The contributions of protein and adsorbent properties to retention and recovery were examined for hydrophobic interaction chromatography (HIC) using eight commercially available phenyl media and five model proteins (ribonuclease A, lysozyme, alpha-lactalbumin, ovalbumin and BSA). The physical properties of the adsorbents were determined by inverse size exclusion chromatography (ISEC). The adsorbents examined differ from each other in terms of base matrix, ligand density, porosity, mean pore radius, pore size distribution (PSD) and phase ratio, allowing systematic studies to understand how these properties affect protein retention and recovery in HIC media. The proteins differ in such properties as adiabatic compressibility and molecular mass. The retention factors of the proteins in the media were determined by isocratic elution. The results show a very clear trend in that proteins with high adiabatic compressibility (higher flexibility) were more strongly retained. For proteins with similar adiabatic compressibilities, those with higher molecular mass showed stronger retention in Sepharose media, but this trend was not observed in adsorbents with polymethacrylate and polystyrene divinylbenzene base matrices. This observation could be related to protein recovery, which was sensitive to protein flexibility, molecular size, and conformation as well as the ligand densities and base matrices of the adsorbents. Low protein recovery during isocratic elution could affect the interpretation of protein selectivity results in HIC media. The retention data were fitted to a previously published retention model based on the preferential interaction theory, in terms of which retention is driven by release of water molecules and ions upon protein-adsorbent interaction. The calculated number of water molecules released was found to be statistically independent of protein retention strength and adsorbent and protein properties.
Collapse
Affiliation(s)
- Brian C S To
- Merck Research Laboratories, Sumneytown Pike, West Point, PA 19486, USA
| | | |
Collapse
|
38
|
Hemström P, Nordborg A, Irgum K, Svec F, Fréchet JM. Polymer-based monolithic microcolumns for hydrophobic interaction chromatography of proteins. J Sep Sci 2007; 29:25-32. [PMID: 16485706 DOI: 10.1002/jssc.200500239] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Monolithic capillary columns for hydrophobic interaction chromatography (HIC) have been prepared by thermally initiated, single-step in situ polymerization of mixtures of monovinyl monomers including butyl methacrylate and/or 2-hydroxyethyl methacrylate, with a divinyl crosslinker glycerol dimethacrylate or 1,4-butanediol dimethacrylate using two different porogen systems. Two porogenic solvent mixtures were used; one "hydrophilic", consisting of water, butanediol, and propanol, and one "hydrophobic," comprising dodecanol and cyclohexanol. The porous structures of the monoliths were characterized and their performance was demonstrated with a separation of a mixture of myoglobin, ribonuclease A, and lysozyme under conditions typical of HIC.
Collapse
|
39
|
To BCS, Lenhoff AM. Hydrophobic interaction chromatography of proteins. J Chromatogr A 2007; 1141:235-43. [PMID: 17207494 DOI: 10.1016/j.chroma.2006.12.022] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2006] [Revised: 12/02/2006] [Accepted: 12/05/2006] [Indexed: 11/21/2022]
Abstract
A general thermodynamic relation was derived to correlate protein solubility to retention in hydrophobic interaction chromatography (HIC). This relation is built on a thermodynamic formulation presented previously by Melander, Horváth and co-workers in the context of the solvophobic theory, but the final result is independent of this model framework. The relation reflects an increase in protein retention in HIC under conditions that promote precipitation or crystallization, consistent with early descriptions of HIC. To examine the contribution of protein solubility to retention in HIC, isocratic elution experiments were performed with four different commercially available agarose media and four model proteins (ribonuclease A (RNA), lysozyme (LYS), myoglobin (MYO), and ovalbumin (OVA)). A wide variety of retention trends were observed as a function of protein, adsorbent type, salt type and concentration, and pH. In general, however, the results show that solubility, or its surrogate, the second osmotic virial coefficient, which reflects solution thermodynamic properties, correlates well with HIC retention in many cases; this includes correctly predicting reverse Hofmeister effects, which cannot be explained by retention models based on the solvophobic theory and preferential interaction theory. However, solution properties could not explain retention behavior under some conditions. In those cases, effects such as protein-surface interactions or conformational change could be important determinants of protein adsorption.
Collapse
Affiliation(s)
- Brian C S To
- Merck Research Laboratories, Sumneytown Pike, West Point, PA 19486, USA
| | | |
Collapse
|
40
|
Chen J, Luo Q, Breneman CM, Cramer SM. Classification of protein adsorption and recovery at low salt conditions in hydrophobic interaction chromatographic systems. J Chromatogr A 2007; 1139:236-46. [PMID: 17126350 DOI: 10.1016/j.chroma.2006.11.026] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2006] [Revised: 11/07/2006] [Accepted: 11/09/2006] [Indexed: 11/19/2022]
Abstract
There is significant interest in establishing appropriate bioprocessing conditions for protein adsorption in hydrophobic interaction chromatographic (HIC) systems without the need for high salt concentrations. In this paper, the adsorption and recovery of proteins under low salt conditions in HIC systems was investigated using a variety of experimental and computational techniques. Parallel batch screening was employed to determine protein adsorption and recovery. Experiments were carried out with twenty six proteins using five resins with different ligand chemistry, ligand density and backbone chemistry. Proteins were classified based on various combinations of adsorption and recovery behavior. In order to gain insight into the effect of protein properties on this behavior, molecular descriptors were computed based on protein crystal structure and primary sequence information as well as a set of hydrophobicity descriptors based on the solvent accessible surface area of the proteins. Finally, classification software CART was employed to determine the key molecular descriptors associated with various types of adsorption behavior.
Collapse
Affiliation(s)
- Jie Chen
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | | | | | | |
Collapse
|
41
|
Xu J, Tan T, Janson JC. Mixed-mode retention mechanism for (−)-epigallocatechin gallate on a 12% cross-linked agarose gel media. J Chromatogr A 2006; 1137:49-55. [PMID: 17049539 DOI: 10.1016/j.chroma.2006.10.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2006] [Revised: 09/27/2006] [Accepted: 10/02/2006] [Indexed: 11/25/2022]
Abstract
The adsorption behaviour of (-)-epigallocatechin gallate (EGCG), the major polyphenolic substance in green tea extracts, on the cross-linked agarose gel Superose 12 HR 10/30, has been studied using a variety of solvent systems and shown to be based on a mixture of hydrogen bonding and hydrophobic interaction. The hydrogen bonding was studied in acetonitrile in the presence of different co-solvents possessing varying hydrogen bond donor (HBD) and/or hydrogen bond acceptor (HBA) characteristics. The HBA-value of the co-solvent had the highest effect whereas the HBD-value played a subordinate role. Retention due to hydrophobic interaction could be demonstrated when mobile phases containing high water content were applied. The retention of EGCG, and its analogues (-)-epigallocatechin (EGC) and (-)-catechin (C) were thus shown to be dependent on the polarity of the organic modifiers added. However, the elution order of EGC and C, was inversed to that observed in reversed phase chromatography, indicating that some hydrogen bonding was still in effect. The retardation of EGCG in the presence of a wide concentration range of acetonitrile in water confirmed the interpretation that the retention mechanism is of mixed-mode character based on both hydrogen bonding and hydrophobic interaction.
Collapse
Affiliation(s)
- Jun Xu
- Department of Bioengineering, College of Life Science and Technology, Beijing University of Chemical Technology, Beijing 100029, China
| | | | | |
Collapse
|
42
|
He L, Yang G, Wang S, Wei Y, Geng X. Mixed‐Model of Affinity and Hydrophobic Interaction for Drug Retention in Cell Membrane Chromatography. J LIQ CHROMATOGR R T 2006. [DOI: 10.1081/jlc-200060422] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Langchong He
- a College of Medicine , Xi'an Jiaotong University , Xi'an, P.R. China
| | - Guangde Yang
- a College of Medicine , Xi'an Jiaotong University , Xi'an, P.R. China
| | - Sicen Wang
- a College of Medicine , Xi'an Jiaotong University , Xi'an, P.R. China
| | - Yinmao Wei
- b Institute of Modern Separation Science , Northwest University , Xi'an, P.R. China
| | - Xindu Geng
- b Institute of Modern Separation Science , Northwest University , Xi'an, P.R. China
| |
Collapse
|
43
|
Rojas EEG, dos Reis Coimbra JS, Minim LA, Saraiva SH, da Silva CAS. Hydrophobic interaction adsorption of hen egg white proteins albumin, conalbumin, and lysozyme. J Chromatogr B Analyt Technol Biomed Life Sci 2006; 840:85-93. [PMID: 16750942 DOI: 10.1016/j.jchromb.2006.04.033] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2005] [Revised: 03/28/2006] [Accepted: 04/27/2006] [Indexed: 11/26/2022]
Abstract
Hydrophobic adsorption equilibrium data of the hen egg white proteins albumin, conalbumin, and lysozyme were obtained in batch systems, at 25 degrees C, using the Streamline Phenyl resin as adsorbent. The influence of three types of salt, NaCl, Na(2)SO(4), or (NH(4))(2)SO(4), and their concentration on the equilibrium data were evaluated. The salt Na(2)SO(4) showed the higher interaction with the studied proteins, thus favoring the adsorption of proteins by the adsorbent, even though each type of salt interacted in a distinct manner with each protein. The isotherm models of Langmuir, Langmuir exponential, and Chen and Sun were well fitted to the equilibrium data, with no significant difference being observed at the 5% level of significance. The mass transfer model applied simulated correctly adsorption kinetics of the proteins under the studied conditions.
Collapse
Affiliation(s)
- Edwin E Garcia Rojas
- Laboratório de Processos de Separação, LPS, Departamento de Tecnologia de Alimentos, Universidade Federal de Viçosa, UFV, 36571-000-Viçosa, MG, Brazil
| | | | | | | | | |
Collapse
|
44
|
Ladiwala A, Xia F, Luo Q, Breneman CM, Cramer SM. Investigation of protein retention and selectivity in HIC systems using quantitative structure retention relationship models. Biotechnol Bioeng 2006; 93:836-50. [PMID: 16276531 DOI: 10.1002/bit.20771] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In the present work, the effect of stationary phase resin chemistry and protein physicochemical properties on protein binding affinity in hydrophobic interaction chromatography (HIC) was investigated using linear gradient chromatography and quantitative structure-retention relationship (QSRR) modeling. Linear gradient experiments were carried out for a set of model proteins on four different HIC resins having different backbone and ligand chemistry. The retention data exhibited significant differences in protein binding affinity, not only across the phenyl and butyl ligand chemistries, but also for the different backbone chemistries found in the Sepharose (cross-linked agarose) and the Toyopearl 650 M (polymethacrylate) series of resins. QSRR models based on a Support Vector Machine (SVM) approach were developed for the linear retention data using molecular descriptors based on protein crystal structure and primary sequence information as well as a set of new hydrophobicity descriptors based on the solvent accessible protein surface area. The results indicate that the QSRR models were successfully able to capture and selectivity predict the changes observed in these systems. Furthermore, the new descriptors resulted in physically interpretable models of protein retention and provided insights into the factors influencing protein affinity in these different HIC systems. The approach put forth in this study provides a framework for developing predictive tools and for gaining insight into protein selectivity in hydrophobic interaction chromatography.
Collapse
Affiliation(s)
- Asif Ladiwala
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, USA
| | | | | | | | | |
Collapse
|
45
|
Lienqueo ME, Mahn A. Predicting Protein Retention Time in Hydrophobic Interaction Chromatography. Chem Eng Technol 2005. [DOI: 10.1002/ceat.200500111] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
|
46
|
Xia F, Nagrath D, Cramer SM. Effect of pH changes on water release values in hydrophobic interaction chromatographic systems. J Chromatogr A 2005; 1079:229-35. [PMID: 16038309 DOI: 10.1016/j.chroma.2005.04.005] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The effect on pH on protein binding in HIC systems was investigated. Isocratic experiments were carried out to determine the capacity factors of various proteins as a function of temperature, pH and salt type. This paper presents a framework based on the Maxwell linkage function for estimating the number of released water molecules during the adsorption/desorption process due to a change of buffer pH. This approach also enables one to predict the effect of pH change on the water released values upon binding at any temperature condition. The results indicate that the total number of released water molecules (delta nu) for a pH change increased more on aromatic surfaces (phenyl Sepharose) than on aliphatic resins (butyl Sepharose). The results also indicate that the total number of released water molecules (deltanu) for a pH change increased with salt concentration and when changing from chaotropic to kosmotropic salts. The (deltanu) values also increased as the buffer pH approached the protein's pI, and decreased away from its pI. This work helps to establish a framework for the investigation of pH effects on protein selectivity in HIC systems.
Collapse
Affiliation(s)
- Fang Xia
- Howard P. Isermann Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, 110 8th Street, Troy, NY 12180-3590, USA
| | | | | |
Collapse
|
47
|
Dias-Cabral AC, Ferreira AS, Phillips J, Queiroz JA, Pinto NG. The effects of ligand chain length, salt concentration and temperature on the adsorption of bovine serum albumin onto polypropyleneglycol-Sepharose. Biomed Chromatogr 2005; 19:606-16. [PMID: 15803451 DOI: 10.1002/bmc.487] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The interaction thermodynamics associated with bovine serum albumin adsorption on polypropylene glycol (n=3)-Sepharose CL-6B and polypropylene glycol (n=7)-Sepharose CL-6B, using ammonium sulfate as the modulator was studied. Analysis of data under linear conditions was accomplished with the stoichiometric displacement retention model, preferential interaction approach and van't Hoff plots applied to HIC systems. Preferential interaction analysis indicated a strong entropic driving force under linear conditions, due to the release of a large amount of solvent on adsorption. In contrast, flow microcalorimetry under overloaded conditions showed that the adsorption of bovine serum albumin may be entropically or enthalpically driven. It is postulated that adsorption in the nonlinear region is influenced by the degree of water release, protein-protein interactions on the surface, reorientation of ligand, and conformational changes in the protein.
Collapse
Affiliation(s)
- A C Dias-Cabral
- Health Sciences Research Center, University of Beira Interior, 6201-001 Covilhã, Portugal
| | | | | | | | | |
Collapse
|
48
|
Geng X, Bai Q, Zhang Y, Li X, Wu D. Refolding and purification of interferon-gamma in industry by hydrophobic interaction chromatography. J Biotechnol 2004; 113:137-49. [PMID: 15380653 DOI: 10.1016/j.jbiotec.2004.06.006] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2003] [Revised: 05/17/2004] [Accepted: 06/01/2004] [Indexed: 11/17/2022]
Abstract
A new technology for renaturation with simultaneous purification of the recombinant human interferon-gamma (rhIFN-gamma) in downstream of biotechnology is presented. The strategies to develop the new technology in industry scale were suggested. Based on chemical equilibrium and molecular interactions, the principle of rhIFN-gamma refolding by HPHIC was described. The kind of stationary and mobile phases were evaluated and found the former to contribute to the rhIFN-gamma refolding more than the latter. The extract containing the rhIFN-gamma in gram scale in 7.0 mol L(-1) guanidine hydrochloride solution of 700 mL was directly pumped into a unit of simultaneous renaturation and purification of proteins (USRPP, 10 x 300 mm i.d.) packed by small particle packings of hydrophobic interaction chromatography and a satisfactory recovery of bioactivity and mass of the rhIFN-gamma was obtained. With flow rate 100 mL min(-1) and a gradient elution by only one step in 4h, the purity and specific bioactivity approach to 95% and 8.7 x 10(7) IU(-1) mg, respectively. To evaluate the goodness of the presented new technology in this study, a usual method with the renaturation by dilution method firstly and then purification with a series of LC in literature was employed to compare with each other. The obtained result in terms of purity, recoveries of mass and bioactivity, cost time as well as expenses, the former is much better than the latter. Comparing the total bioactivity of rhIFN-gamma in the extract before to that after the renaturation by the USRPP, the total bioactivity of rhIFN-gamma increased 62-fold.
Collapse
Affiliation(s)
- Xindu Geng
- Institute of Modern Separation Science, Key Lab of Modern Separation Science in Shaanxi Province, Northwest University, Xi'an, 710069, China.
| | | | | | | | | |
Collapse
|
49
|
Dias-Cabral AC, Queiroz JA, Pinto NG. Effect of salts and temperature on the adsorption of bovine serum albumin on polypropylene glycol-Sepharose under linear and overloaded chromatographic conditions. J Chromatogr A 2003; 1018:137-53. [PMID: 14620566 DOI: 10.1016/j.chroma.2003.07.010] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The interaction thermodynamics associated with bovine serum albumin (BSA) adsorption on polypropylene glycol (PPG)-Sepharose CL-6B gel, using ammonium and sodium sulfate was studied. Analysis of data under linear conditions was accomplished with the stoichiometric displacement retention model and preferential interaction approach. Preferential interaction analysis indicated a strong entropic driving force due to the release of a large amount of solvent on adsorption. Flow microcalorimetry provided direct heat of adsorption measurements under overloaded conditions and confirmed that the adsorption of BSA on PPG-Sepharose was entropically driven within the range of conditions studied. Using these data in combination with isotherm measurements, it is shown that protein surface coverage, salt concentration, salt type and temperature affect the enthalpic and entropic behavior in hydrophobic interaction chromatography (HIC). This study shows that protein-sorbent interactions can be strongly influenced by the degree of water release, protein-protein interactions on the surface, and the re-orientation and/or reconfiguration of the adsorbed protein.
Collapse
Affiliation(s)
- A C Dias-Cabral
- Department of Chemistry, University of Beira Interior, 6201-001 Covilhã, Portugal
| | | | | |
Collapse
|
50
|
Abstract
A two-state protein model is proposed to describe the salt effects on protein adsorption equilibrium on hydrophobic media. This model assumes that protein molecules exist in two equilibrium states in a salt solution, that is, hydrated and dehydrated states, and only the dehydrated-state protein can bind to hydrophobic ligands. In terms of the two-state protein hypothesis and the steric mass-action theory, protein adsorption equilibrium on hydrophobic media is formulated by a five-parameter equation. The model is demonstrated with the adsorption of bovine serum albumin to Phenyl Sepharose gels as a model system. The effects of salt type (sodium chloride, sodium sulfate and ammonium sulfate) on the model parameters are discussed. Then, the model formulism is simplified in terms of the small magnitude of the protein dehydration equilibrium constant in the model. This simplification has returned the model derived on the basis of the two-state protein hypothesis to its original mechanism of salt effects on the hydrophobic adsorption of protein. This simplified model also creates satisfactory prediction of protein adsorption isotherms.
Collapse
Affiliation(s)
- Jie Chen
- Department of Biochemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, People's Republic of China
| | | |
Collapse
|