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1.
Biotechnol Bioeng ; 117(4): 1063-1071, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-31930476

RESUMEN

Antibody disulfide bond (DSB) reduction during manufacturing processes is a widely observed phenomenon attributed to host cell reductases present in harvest cell culture fluid. Enzyme-induced antibody reduction leads to product fragments and aggregates that increase the impurity burden on the purification process. The impact of reduction on bivalent bispecific antibodies (BisAbs), which are increasingly entering the clinic, has yet to be investigated. We focused on the reduction and reoxidation properties of a homologous library of bivalent BisAb formats that possess additional single-chain Fv (scFv) fragments with engineered DSBs. Despite all BisAbs having similar susceptibilities to enzymatic reduction, fragmentation pathways were dependent on the scFv-fusion site. Reduced molecules were allowed to reoxidize with and without low pH viral inactivation treatment. Both reoxidation studies demonstrated that multiple, complex BisAb species formed as a result of DSB mispairing. Furthermore, aggregate levels increased for all molecules when no low pH treatment was applied. Combined, our results show that complex DSB mispairing occurs during downstream processes while aggregate formation is dependent on sample treatment. These results are applicable to other novel monoclonal antibody-like formats containing engineered DSBs, thus highlighting the need to prevent reduction of novel protein therapeutics to avoid diminished product quality during manufacturing.


Asunto(s)
Anticuerpos Biespecíficos , Disulfuros , Oxidorreductasas/metabolismo , Proteínas Recombinantes , Animales , Anticuerpos Biespecíficos/química , Anticuerpos Biespecíficos/metabolismo , Reactores Biológicos , Células CHO , Cricetinae , Cricetulus , Disulfuros/química , Disulfuros/metabolismo , Contaminación de Medicamentos/prevención & control , Inmunoglobulina G/química , Inmunoglobulina G/metabolismo , Oxidación-Reducción , Agregado de Proteínas , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo , Proteínas Recombinantes/normas , Anticuerpos de Cadena Única/química , Anticuerpos de Cadena Única/metabolismo
2.
Biotechnol Bioeng ; 116(7): 1684-1697, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-30882893

RESUMEN

Cathepsin D has been identified as a challenge to remove in downstream bioprocessing of monoclonal antibodies (mAbs) due to interactions with some mAbs. This study focused on investigating the mechanisms of interaction between cathepsin D and two industrial mAbs using a combined experimental and computational approach. Surface plasmon resonance was used to study the impact of pH and salt concentration on these protein-protein interactions. While salt had a moderate effect on the interactions with one of the mAbs, the other mAb demonstrated highly salt-dependent association behavior. Cathepsin D binding to the mAbs was also seen to be highly pH dependent, with operation at pH 9 resulting in a significant decrease in the binding affinity. Protein-protein docking simulations identified three interaction sites on both mAbs; near the complementarity determining region (CDR), in the hinge, and in the CH 3 domain. In contrast, only one face of cathepsin D was identified to interact with all the three sites on the mAbs. Surface property analysis revealed that the binding regions on the mAbs contained strong hydrophobic clusters and were predominantly negatively charged. In contrast, the binding site on cathepsin D was determined to be highly positively charged and hydrophobic, indicating that these protein-protein interactions were likely due to a combination of hydrophobic and electrostatic interactions. Finally, covalent crosslinking coupled with mass spectrometry was used to validate the docking predictions and to further investigate the regions of interaction involved in mAb-cathepsin D binding. A strong agreement was observed between the two approaches, and the CDR loops were identified to be important for cathepsin D interactions. This study establishes a combined experimental and computational platform that can be used to probe mAb-host cell protein (HCP) interactions of importance in biomanufacturing.


Asunto(s)
Anticuerpos Monoclonales/química , Catepsina D/química , Resonancia por Plasmón de Superficie , Humanos , Interacciones Hidrofóbicas e Hidrofílicas , Dominios Proteicos , Electricidad Estática
3.
Biotechnol Bioeng ; 114(6): 1264-1274, 2017 06.
Artículo en Inglés | MEDLINE | ID: mdl-28186329

RESUMEN

Antibody disulfide bond reduction during monoclonal antibody (mAb) production is a phenomenon that has been attributed to the reducing enzymes from CHO cells acting on the mAb during the harvest process. However, the impact of antibody reduction on the downstream purification process has not been studied. During the production of an IgG2 mAb, antibody reduction was observed in the harvested cell culture fluid (HCCF), resulting in high fragment levels. In addition, aggregate levels increased during the low pH treatment step in the purification process. A correlation between the level of free thiol in the HCCF (as a result of antibody reduction) and aggregation during the low pH step was established, wherein higher levels of free thiol in the starting sample resulted in increased levels of aggregates during low pH treatment. The elevated levels of free thiol were not reduced over the course of purification, resulting in carry-over of high free thiol content into the formulated drug substance. When the drug substance with high free thiols was monitored for product degradation at room temperature and 2-8°C, faster rates of aggregation were observed compared to the drug substance generated from HCCF that was purified immediately after harvest. Further, when antibody reduction mitigations (e.g., chilling, aeration, and addition of cystine) were applied, HCCF could be held for an extended period of time while providing the same product quality/stability as material that had been purified immediately after harvest. Biotechnol. Bioeng. 2017;114: 1264-1274. © 2017 The Authors. Biotechnology and Bioengineering Published by Wiley Periodicals Inc.


Asunto(s)
Anticuerpos Monoclonales/química , Anticuerpos Monoclonales/aislamiento & purificación , Medios de Cultivo/química , Disulfuros/química , Contaminación de Medicamentos/prevención & control , Animales , Células CHO , Cricetulus , Estabilidad de Medicamentos , Concentración de Iones de Hidrógeno , Oxidación-Reducción
4.
Rapid Commun Mass Spectrom ; 28(8): 855-60, 2014 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-24623688

RESUMEN

RATIONALE: Host cell proteins (HCPs), which are process-related impurities typically present at low levels in recombinant biopharmaceutical products, are often measured using an immunological technique, such as an enzyme-linked immunosorbent assay (ELISA). In contrast to ELISA which only provides the total amount of HCP, liquid chromatography/mass spectrometry (LC/MS) can provide both qualitative and quantitative information about the major HCP species. In this study, an HCP-enrichment step was optimized and combined with LC/MS to identify and determine the relative abundance of HCPs present in a monoclonal antibody (mAb) drug product. METHODS: An NS0 (mouse myeloma) cell-derived mAb drug product, whose total HCP level was less than 100 ng/mg of protein, was subjected to analysis by LC/MS. One-dimensional and two-dimensional chromatography options, together with the off-line HCP enrichment strategy based on Protein A chromatography, were evaluated for optimal HCP detection. RESULTS: With this approach, nineteen HCPs were detected from a therapeutic mAb, an improvement over the detection of only one HCP without depletion. CONCLUSIONS: Compared with other published HCP studies with LC/MS, the HCP-enrichment step in our method enables a more practical and relevant application to approved protein therapeutics, which are mostly mammalian cell-derived products with HCPs present at very low levels.


Asunto(s)
Anticuerpos Monoclonales/química , Cromatografía Liquida/métodos , Espectrometría de Masas/métodos , Fragmentos de Péptidos/análisis , Proteínas/análisis , Proteínas Recombinantes/química , Animales , Anticuerpos Monoclonales/metabolismo , Línea Celular Tumoral , Ratones , Fragmentos de Péptidos/química , Fragmentos de Péptidos/metabolismo , Proteínas/química , Proteínas/aislamiento & purificación , Proteínas/metabolismo , Proteínas Recombinantes/metabolismo , Tripsina
5.
J Chromatogr A ; 1713: 464523, 2024 Jan 04.
Artículo en Inglés | MEDLINE | ID: mdl-38041974

RESUMEN

Protein A affinity chromatography is widely used as a capture step for monoclonal antibodies (mAb) and molecules that possess an Fc-domain, such as fusion proteins and bispecific antibodies. However, the use of low pH (3.0-4.0) to elute the molecule and achieve acceptable yield (>85 %) can lead to product degradation (e.g. fragmentation, aggregation) for molecules sensitive to low pH. In this paper, we describe a comprehensive evaluation of two protein A resins with ligands designed to elute at a milder pH as a result of modified sequences in their Fc and VH3 binding regions. One of the evaluated resins has been made commercially available by Purolite and named Praesto Jetted A50 HipH. Results demonstrated that Jetted A50 HipH could elute the Fc-fusion protein and most mAbs evaluated with an elution pH at or above 4.6. Elution and wash optimization determined run conditions for high recovery (>90 % monomer yield), reduction of high molecular weight (HMW) species (>50 %), and significant host cell protein (HCP) clearance at the mildest elution pH possible. For a pH-stable mAb and a pH-sensitive fusion protein, cell culture material was purified with optimized conditions and demonstrated the mild elution pH resins' ability to purify product with acceptable yield, comparable or better impurity clearance, and significantly milder native eluate pH compared to traditional resins. The benefits of the mild elution pH resins were clearly exemplified for the pH-sensitive protein, where a milder elution buffer and native eluate pH resulted in only 2 % HMW in the eluate that remained stable over 48 h. In contrast, a traditional protein A resin requiring low pH elution led to eluate HMW levels of 8 %, which increased to 16 % over the same hold time. Additionally, these resins have high dynamic binding capacity and allow the use of traditional HCP washes. Therefore, Jetted A50 HipH is an ideal candidate for a platform protein A resin and provides flexibility for pH-sensitive proteins and stable mAbs, while preserving product quality, recovery, and seamless integration into a downstream process.


Asunto(s)
Anticuerpos Biespecíficos , Proteína Estafilocócica A , Cricetinae , Animales , Proteína Estafilocócica A/química , Anticuerpos Monoclonales/química , Técnicas de Cultivo de Célula , Concentración de Iones de Hidrógeno , Cromatografía de Afinidad/métodos , Células CHO
6.
Proc Natl Acad Sci U S A ; 107(39): 16811-6, 2010 Sep 28.
Artículo en Inglés | MEDLINE | ID: mdl-20837551

RESUMEN

NMR titration experiments with labeled human ubiquitin were employed in concert with chromatographic data obtained with a library of ubiquitin mutants to study the nature of protein adsorption in multimodal (MM) chromatography. The elution order of the mutants on the MM resin was significantly different from that obtained by ion-exchange chromatography. Further, the chromatographic results with the protein library indicated that mutations in a defined region induced greater changes in protein affinity to the solid support. Chemical shift mapping and determination of dissociation constants from NMR titration experiments with the MM ligand and isotopically enriched ubiquitin were used to determine and rank the relative binding affinities of interaction sites on the protein surface. The results with NMR confirmed that the protein possessed a distinct preferred binding region for the MM ligand in agreement with the chromatographic results. Finally, coarse-grained ligand docking simulations were employed to study the modes of interaction between the MM ligand and ubiquitin. The use of NMR titration experiments in concert with chromatographic data obtained with protein libraries represents a previously undescribed approach for elucidating the structural basis of protein binding affinity in MM chromatographic systems.


Asunto(s)
Cromatografía por Intercambio Iónico/métodos , Resonancia Magnética Nuclear Biomolecular/métodos , Proteínas/química , Adsorción , Humanos , Mutación , Unión Proteica , Conformación Proteica , Proteínas/genética , Ubiquitina/química , Ubiquitina/genética
7.
Langmuir ; 26(2): 759-68, 2010 Jan 19.
Artículo en Inglés | MEDLINE | ID: mdl-19678624

RESUMEN

A lysozyme library was employed to study the effects of protein surface modification on protein retention and to elucidate preferred protein binding orientations for cation exchange chromatography. Acetic anhydride was used as an acetylating agent to modify protein surface lysine residues. Partial acetylation of lysozyme resulted in the formation of a homologous set of modified proteins with varying charge densities and distribution. The resulting protein charge ladder was separated on a cation exchange column, and eluent fractions were subsequently analyzed using capillary zone electrophoresis and direct infusion electrospray ionization mass spectrometry. The ion exchange separation showed a significant degree of variation in the retention time of the different variants. Several fractions contained coelution of variants, some with differing net charge. In addition, several cases were observed where variants with more positive surface charge eluted from the column prior to variants with less positive charge. Enzymatic digest followed by mass spectrometry was performed to determine the sites of acetylation on the surface of the variants eluting in various fractions. Electrostatic potential maps of these variants were then generated to provide further insight into the elution order of the variants.


Asunto(s)
Intercambio Iónico , Muramidasa/química , Anhídridos Acéticos/química , Acetilación , Cromatografía por Intercambio Iónico , Lisina/química , Espectrometría de Masas , Modelos Moleculares , Modelos Teóricos , Unión Proteica
8.
Biotechnol Bioeng ; 102(3): 869-81, 2009 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-18821632

RESUMEN

A library of cold shock protein B (CspB) mutant variants was employed to study protein binding affinity and preferred orientations in cation exchange chromatography. Single site mutations introduced at charged amino acids on the protein surface resulted in a homologous protein set with varying charge density and distribution. The retention times of the mutants varied significantly during linear gradient chromatography. While the expected trends were observed with increasing or decreasing positive charge on the protein surface, the degree of change was a strong function of the location and microenvironment of the mutated amino acid. Quantitative structure-property relationship (QSPR) models were generated using a support vector regression technique that was able to give good predictions of the retention times of the various mutants. Molecular descriptors selected during model generation were used to elucidate the factors affecting protein retention. Electrostatic potential maps were also employed to provide insight into the effects of protein surface topography, charge density and charge distribution on protein binding affinity and possible preferred binding orientations. The use of this protein mutant library in concert with the qualitative and quantitative analyses presented in the article provides an improved understanding of protein behavior in ion exchange systems.


Asunto(s)
Proteínas Bacterianas/química , Proteínas Bacterianas/metabolismo , Cromatografía por Intercambio Iónico/métodos , Biblioteca de Péptidos , Unión Proteica , Algoritmos , Proteínas Bacterianas/genética , Interacciones Hidrofóbicas e Hidrofílicas , Modelos Moleculares , Mutación Puntual/genética , Conformación Proteica , Relación Estructura-Actividad Cuantitativa , Análisis de Regresión , Electricidad Estática , Homología Estructural de Proteína
9.
Biotechnol Prog ; 35(4): e2825, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-31017347

RESUMEN

This work focused on the development of a combined experimental and computational tool set to study protein-mAb interactions. A model protein library was first screened using cross interaction chromatography to identify proteins with the strongest retention. Fluorescence polarization was then employed to study the interactions and thermodynamics of the selected proteins-lactoferrin, pyruvate kinase, and ribonuclease B with the mAb. Binding affinities of lactoferrin and pyruvate kinase to the mAb were seen to be relatively salt insensitive in the range examined. Further, a strong entropic contribution was observed, suggesting the importance of hydrophobic interactions. On the other hand, ribonuclease B-mAb binding was seen to be enthalpically driven and salt sensitive, indicating the importance of electrostatic interactions. Protein-protein docking was then carried out and the results identified the CDR region on the mAb as an important binding site for all three proteins. The binding interfaces identified for the mAb-lactoferrin and mAb-pyruvate kinase systems were found to contain complementary hydrophobic and oppositely charged clusters on the interacting regions which were indicative of both hydrophobic and electrostatic interactions. On the other hand, the binding site on ribonuclease B was predominantly positively charged with minimal hydrophobicity. This resulted in an alignment with negatively charged clusters on the mAb, supporting the contention that these interactions were primarily electrostatic in nature. Importantly, these computational results were found to be consistent with the fluorescence polarization data and this combined approach may have utility in examining mAb-HCP interactions which can often complicate the downstream processing of biologics. © 2019 American Institute of Chemical Engineers.


Asunto(s)
Anticuerpos Monoclonales/química , Lactoferrina/química , Simulación del Acoplamiento Molecular , Piruvato Quinasa/química , Ribonucleasas/química , Interacciones Hidrofóbicas e Hidrofílicas , Lactoferrina/metabolismo , Unión Proteica , Piruvato Quinasa/metabolismo , Ribonucleasas/metabolismo , Termodinámica
10.
Biotechnol Prog ; 35(1): e2720, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30298991

RESUMEN

Single chain variable fragment-IgGs (scFv-IgG) are a class of bispecific antibodies consisting of two single chain variable fragments (scFv) that are fused to an intact IgG molecule. A common trend observed for expression of scFv-IgGs in mammalian cell culture is a higher level of aggregates (10%-30%) compared to mAbs, which results in lower purification yields in order to meet product quality targets. Furthermore, the high aggregate levels also pose robustness risks to a conventional mAb three column platform purification process which uses only the polishing steps (e.g., cation exchange chromatography [CEX]) for aggregate removal. Protein A chromatography with pH gradient elution, high performance tangential flow filtration (HP-TFF) and calcium phosphate precipitation were evaluated at the bench scale as means of introducing orthogonal aggregate removal capabilities into other aspects of the purification process. The two most promising process variants, namely Protein A pH gradient elution followed by calcium phosphate precipitation were evaluated at pilot scale, demonstrating comparable performance. Implementing Protein A chromatography with gradient elution and/or calcium phosphate precipitation removed a sufficient portion of the aggregate burden prior to the CEX polishing step, enabling CEX to be operated robustly under conditions favoring higher monomer yield. From starting aggregate levels ranging from 15% to 23% in the condition media, levels were reduced to between 2% and 3% at the end of the CEX step. The overall yield for the optimal process was 71%. Results of this work suggest an improved three-column mAb platform-like purification process for purification of high aggregate scFv-IgG bispecific antibodies is feasible. © 2018 American Institute of Chemical Engineers Biotechnol. Prog., 35: e2720, 2019.


Asunto(s)
Anticuerpos Biespecíficos/química , Proteína Estafilocócica A/química , Anticuerpos Monoclonales/química , Fosfatos de Calcio/química , Cromatografía por Intercambio Iónico , Concentración de Iones de Hidrógeno
11.
MAbs ; 10(8): 1236-1247, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30130449

RESUMEN

Bispecific antibodies are an emergent class of biologics that is of increasing interest for therapeutic applications. In one bispecific antibody format, single-chain variable fragments (scFv) are linked to or inserted in different locations of an intact immunoglobulin G (IgG) molecule to confer dual epitope binding. To improve biochemical stability, cysteine residues are often engineered on the heavy- and light-chain regions of the scFv to form an intrachain disulfide bond. Although this disulfide bond often improves stability, it can also introduce unexpected challenges to manufacturing or development. We report size variants that were observed for an appended scFv-IgG bispecific antibody. Structural characterization studies showed that the size variants resulted from the engineered disulfide bond on the scFv, whereby the engineered disulfide was found to be either open or unable to form an intrachain disulfide bond due to cysteinylation or glutathionylation of the cysteines. Furthermore, the scFv engineered cysteines also formed intermolecular disulfide bonds, leading to the formation of highly stable dimers and aggregates. Because both the monomer variants and dimers showed lower bioactivity, they were considered to be product-related impurities that must be monitored and controlled. To this end, we developed and optimized a robust, precise, and accurate high-resolution size-exclusion chromatographic method, using a statistical design-of-experiments methodology.


Asunto(s)
Anticuerpos Biespecíficos/química , Disulfuros/química , Inmunoglobulina G/química , Anticuerpos de Cadena Única/química , Animales , Anticuerpos Biespecíficos/inmunología , Células CHO , Cromatografía en Gel/métodos , Cricetinae , Cricetulus , Cisteína/química , Humanos , Inmunoglobulina G/inmunología , Células Jurkat , Ingeniería de Proteínas/métodos , Anticuerpos de Cadena Única/genética , Anticuerpos de Cadena Única/inmunología , Células THP-1
12.
Biotechnol Prog ; 30(5): 1114-24, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25044920

RESUMEN

Co-purification of a subset of host cell proteins (HCPs) with monoclonal antibodies (mAbs) during the capture of mAbs on Protein A affinity chromatography is primarily caused by interactions of HCPs with the mAbs. To date, there is limited information about the identity of those HCPs due to the difficulty in detecting low abundance HCPs in the presence of a large amount of the mAb. Here, an approach is presented that allows identification of HCPs that specifically associate with the mAb, while avoiding interference from the mAb itself. This approach involves immobilization of purified mAb onto chromatography resin via cross-linking, followed by incubation with HCPs obtained from supernatant of non-mAb producer cells that are representative of the expression systems used in mAb manufacturing. The HCPs that bind to the mAb are recovered and identified using mass spectrometry. This approach has not only allowed a comprehensive comparison of HCP subpopulations that associate with different mAbs, but also enabled monitoring of the effects of a variety of wash modifiers on the dissociation of individual HCP-mAb interactions. The dissociation of HCPs that associated with the mAb was monitored by enzyme-linked immunosorbent assay and mass spectrometry. This approach can be utilized as a screening tool to assist the development of effective and targeted wash steps in Protein A chromatography that ensures not only reduction of HCP levels copurified with the mAb but also removal of specific HCPs that may have a potential impact on mAb structural stability and patient safety.


Asunto(s)
Anticuerpos Inmovilizados/metabolismo , Anticuerpos Monoclonales/metabolismo , Proteínas/análisis , Proteínas/metabolismo , Proteómica/métodos , Animales , Células CHO , Cromatografía de Afinidad , Cricetinae , Cricetulus , Ensayo de Inmunoadsorción Enzimática , Concentración de Iones de Hidrógeno , Unión Proteica , Proteínas/química , Proteínas/clasificación , Proyectos de Investigación
13.
J Chromatogr A ; 1229: 113-20, 2012 Mar 16.
Artículo en Inglés | MEDLINE | ID: mdl-22281506

RESUMEN

Site-directed mutagenesis, nuclear magnetic resonance (NMR) chemical shift perturbation experiments, and molecular dynamics (MD) simulations are employed in concert with chromatographic experiments to provide insight into protein-ligand interactions in multimodal chromatographic systems. In previous studies, a preferred binding region was identified on the surface of the protein ubiquitin for binding with a multimodal ligand. In this study, site-directed mutagenesis is used to enable direct NMR evaluation of the mutant protein as compared to the wild type. It is found that reversing the charge of a key residue (K6E) in the proposed preferred binding region results in substantial decreases in the magnitude of the ligand-induced NMR chemical shift perturbations relative to those detected for the wild type protein, particularly for residues located within the preferred binding region. These NMR results also indicate a decrease in ligand affinity, consistent with the weaker chromatographic retention observed for the mutant as compared to the wild type on a multimodal cation exchange resin. MD simulation results provide additional insight at a molecular level and demonstrate that many residues located within the preferred binding region exhibit weaker binding interactions due to the mutation. The analysis suggests that multimodal ligand binding consists of initial localization of the ligand by long-ranged electrostatic interactions followed by multiple short-ranged synergistic interactions to attain high affinities of the ligand to specific residues.


Asunto(s)
Simulación de Dinámica Molecular , Ubiquitina/química , Sitios de Unión , Humanos , Ligandos , Mutagénesis Sitio-Dirigida , Resonancia Magnética Nuclear Biomolecular/métodos , Unión Proteica , Ubiquitina/genética , Ubiquitina/metabolismo
14.
Protein Sci ; 19(4): 888-92, 2010 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-20091769

RESUMEN

Unlike most proteins, which are in equilibrium with partially and globally unfolded conformations, kinetically stable proteins (KSPs) are trapped in their native conformations and are often resistant to harsh environment. Based on a previous correlation between kinetic stability (KS) and a protein's resistance to sodium dodecyl sulfate (SDS), we show here a simple method to identify KSPs by SDS-capillary electrophoresis (CE). Control non-KSPs were fully denatured by SDS and formed protein:SDS complexes that exhibited similar mobility in CE. In contrast, KSPs bound fewer SDS molecules, and showed a very different migration time and peak pattern in CE, thereby providing some insight about the structural heterogeneity of SDS:protein complexes and the relative KS of the various proteins.


Asunto(s)
Electroforesis Capilar/métodos , Proteínas/química , Cinética , Conformación Proteica , Pliegue de Proteína , Estabilidad Proteica , Proteínas/metabolismo
15.
J Chromatogr A ; 1217(2): 191-8, 2010 Jan 08.
Artículo en Inglés | MEDLINE | ID: mdl-19732898

RESUMEN

A library of cold shock protein B mutant variants was employed to examine differences in protein binding behavior in ion exchange and multimodal chromatography. Single site mutations introduced at charged amino acids on the protein surface resulted in a homologous protein set with varying charge density and distribution. The retention times of the mutants varied significantly during linear gradient chromatography in both systems. The majority of the proteins were more strongly retained on the multimodal cation exchange resin as compared to the traditional cation exchanger. Further, the elution order of the mutants on the multimodal resin was different from that obtained with the ion exchanger. Quantitative structure-property relationship models generated using a support vector regression technique were shown to provide good predictions for the retention times of protein mutants on the multimodal resin. A coarse-grained ligand docking package was employed to examine the various interactions between the proteins and ligands in free solution. The multimodal ligand was shown to utilize multiple interaction types to achieve stronger retention on the protein surface. The use of this protein library in concert with the qualitative and quantitative analyses presented in this paper provides an improved understanding of protein behavior in multimodal chromatographic systems.


Asunto(s)
Cromatografía por Intercambio Iónico/métodos , Técnicas Químicas Combinatorias/métodos , Proteínas/química , Proteínas Portadoras/química , Proteínas Portadoras/genética , Proteínas Portadoras/metabolismo , Análisis por Conglomerados , Proteínas de Escherichia coli/química , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/metabolismo , Proteínas de Choque Térmico/química , Proteínas de Choque Térmico/genética , Proteínas de Choque Térmico/metabolismo , Interacciones Hidrofóbicas e Hidrofílicas , Ligandos , Modelos Moleculares , Mutación , Biblioteca de Péptidos , Unión Proteica , Proteínas/genética , Proteínas/metabolismo , Relación Estructura-Actividad Cuantitativa , Proteínas de Unión al ARN , Sefarosa/química
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