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1.
SLAS Discov ; 22(8): 1044-1052, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28570837

ABSTRACT

Among different biopharmaceutical products, monoclonal antibodies (mAbs) show a high level of complexity, including heterogeneity due to differences in size, hydrophobicity, charge, and so forth. Such heterogeneity can be related to both cell-based production and any of the stages of purification, storage, and delivery that the mAb is subjected to. Choosing the right formulation composition providing both physical and chemical stabilities can be a very challenging process, especially when done in the limited time frame required for a typical drug development cycle. Charge variants, a common type of heterogeneity for mAbs, are easy to detect by ion exchange, specifically cation exchange chromatography (CEX). We have developed and implemented a high-throughput CEX-based approach for the rapid screening and analysis of charge modifications in multiple formulation conditions. In this work, 96 different formulations of antistreptavidin IgG1 and IgG2 molecules were automatically prepared and analyzed after incubation at high temperature. Design of experiment and statistical analysis tools have been utilized to determine the major formulation factors responsible for chemical stability of antibodies. Regression models were constructed to find the optimal formulation conditions. The methodology can be applied to different stages of preformulation and formulation development of mAbs.


Subject(s)
Antibodies, Monoclonal/analysis , Drug Compounding , High-Throughput Screening Assays/methods , Chromatography, Ion Exchange , Hydrogen-Ion Concentration , Regression Analysis
2.
J Pharm Sci ; 104(5): 1592-600, 2015 May.
Article in English | MEDLINE | ID: mdl-25693946

ABSTRACT

Protein stability, one of the major concerns for therapeutic protein development, can be optimized during process development by evaluating multiple formulation conditions. This can be a costly and lengthy procedure where different excipients and storage conditions are tested for their impact on protein stability. A better understanding of the effects of different formulation conditions at the molecular level will provide information on the local interactions within the protein leading to a more rational design of stable and efficacious formulations. In this study, we examined the roles of the excipients, sucrose and benzyl alcohol, on the conformational dynamics of recombinant human granulocyte colony stimulating factor using hydrogen/deuterium exchange coupled with mass spectrometry (HDX-MS). Under physiological pH and temperature, sucrose globally protects the whole molecule from deuterium uptake, whereas benzyl alcohol induces increased deuterium uptake of the regions within the α-helical bundle, with even larger extent. The HDX experiments described were incorporated a set of internal peptides (Zhang et al., 2012. Anal Chem 84:4942-4949) to monitor the differences in intrinsic exchange rates in different formulations. In addition, we discussed the feasibility of implementing HDX-MS with these peptide probes in protein formulation development.


Subject(s)
Benzyl Alcohol/chemistry , Deuterium Exchange Measurement/methods , Granulocyte Colony-Stimulating Factor/chemistry , Sucrose/chemistry , Benzyl Alcohol/metabolism , Deuterium/chemistry , Granulocyte Colony-Stimulating Factor/metabolism , Humans , Mass Spectrometry/methods , Protein Conformation , Protein Stability , Protein Structure, Secondary , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Sucrose/metabolism
3.
J Biomol Screen ; 20(4): 468-83, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25576149

ABSTRACT

More therapeutic monoclonal antibodies and antibody-based modalities are in development today than ever before, and a faster and more accurate drug discovery process will ensure that the number of candidates coming to the biopharmaceutical pipeline will increase in the future. The process of drug product development and, specifically, formulation development is a critical bottleneck on the way from candidate selection to fully commercialized medicines. This article reviews the latest advances in methods of formulation screening, which allow not only the high-throughput selection of the most suitable formulation but also the prediction of stability properties under manufacturing and long-term storage conditions. We describe how the combination of automation technologies and high-throughput assays creates the opportunity to streamline the formulation development process starting from early preformulation screening through to commercial formulation development. The application of quality by design (QbD) concepts and modern statistical tools are also shown here to be very effective in accelerated formulation development of both typical antibodies and complex modalities derived from them.


Subject(s)
Antibodies, Monoclonal/immunology , Automation , Chemistry, Pharmaceutical , High-Throughput Screening Assays
4.
J Biomol Screen ; 19(9): 1290-301, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25023322

ABSTRACT

Selection of a suitable formulation that provides adequate product stability is an important aspect of the development of biopharmaceutical products. Stability of proteins includes not only resistance to chemical modifications but also conformational and colloidal stabilities. While chemical degradation of antibodies is relatively easy to detect and control, propensity for conformational changes and/or aggregation during manufacturing or long-term storage is difficult to predict. In many cases, the formulation factors that increase one type of stability may significantly decrease another type under the same or different conditions. Often compromise is necessary to minimize the adverse effects of an antibody formulation by careful optimization of multiple factors responsible for overall stability. In this study, high-throughput stress and characterization techniques were applied to 96 formulations of anti-streptavidin antibodies (an IgG1 and an IgG2) to choose optimal formulations. Stress and analytical methods applied in this study were 96-well plate based using an automated liquid handling system to prepare the different formulations and sample plates. Aggregation and clipping propensity were evaluated by temperature and mechanical stresses. Multivariate regression analysis of high-throughput data was performed to find statistically significant formulation factors that alter measured parameters such as monomer percentage or unfolding temperature. The results of the regression models were used to maximize the stabilities of antibodies under different formulations and to find the optimal formulation space for each molecule. Comparison of the IgG1 and IgG2 data indicated an overall greater stability of the IgG1 molecule under the conditions studied. The described method can easily be applied to both initial preformulation screening and late-stage formulation development of biopharmaceutical products.


Subject(s)
High-Throughput Screening Assays , Immunoglobulin G , Streptavidin , Antibodies, Monoclonal/chemistry , Antibodies, Monoclonal/immunology , Chromatography, Gel , Drug Discovery , High-Throughput Screening Assays/methods , High-Throughput Screening Assays/standards , Hydrogen-Ion Concentration , Hydrophobic and Hydrophilic Interactions , Immunoglobulin G/chemistry , Immunoglobulin G/immunology , Immunoglobulin G/isolation & purification , Protein Stability , Streptavidin/immunology , Temperature
5.
Curr Drug Discov Technol ; 10(1): 59-70, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22725690

ABSTRACT

Discovery and successful development of biopharmaceutical products depend on a thorough characterization of the molecule both before and after formulation. Characterization of a formulated biotherapeutic, typically a protein or large peptide, requires a rigorous assessment of the molecule's physical stability. Stability of a biotherapeutic includes not only chemical stability, i.e., degradation of the molecule to form undesired modifications, but also structural stability, including the formation of aggregates. In this review, high throughput biophysical characterization techniques are described according to their specific applications during biopharmaceutical discovery, development and manufacturing. The methods presented here are classified according to these attributes, and include spectroscopic assays based on absorbance, polarization, intrinsic and extrinsic fluorescence, surface plasmon resonance instrumentation, calorimetric methods, dynamic and static light scattering techniques, several visible particle counting and sizing methods, new viscosity assay, based on light scattering and mass spectrometry. Several techniques presented here are already implemented in industry; but, many high throughput biophysical methods are still in the initial stages of implementation or even in the prototype stage. Each technique in this report is judged by the specific application of the method through the biopharmaceutical development process.


Subject(s)
Biological Products/chemistry , Chemistry Techniques, Analytical , Drug Discovery , High-Throughput Screening Assays
6.
J Pharm Sci ; 100(12): 5126-41, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21789772

ABSTRACT

Design of experiment and statistical analyses were applied to evaluate the effects of several formulation components on the thermal and colloidal stability for a series of monoclonal antibody (mAb) formulations. The high-throughput assessment of the protein stability was performed by measuring the temperature of hydrophobic exposure (T(h) , thermal stability) and the diffusion interaction parameter (k(D) , colloidal stability). To correlate the measured parameters with protein stability, the propensity to aggregate was tested by exposing the mAb samples to two types of stress: mechanical stress caused by shaking agitation and thermal stress. Mechanical stress led to increased formation of large particles, whereas temperature stress resulted in an increase in oligomers. The data obtained from the stress studies were used to determine the critical values for the stability parameters. The optimal formulation compositions were determined based on the statistical models and the predication tests. This approach of high-throughput thermal and colloidal stability screening can be applied to the characterization and prediction of protein formulation properties.


Subject(s)
Antibodies, Monoclonal/chemistry , Drug Stability , High-Throughput Screening Assays , Protein Stability , Animals , Antibodies, Monoclonal/analysis , Antibodies, Monoclonal/metabolism , Cell Culture Techniques , Colloids/chemistry , Colloids/metabolism , Drug Compounding , Hydrogen-Ion Concentration , Mammals , Models, Statistical , Nephelometry and Turbidimetry , Proteins/analysis , Proteins/chemistry , Proteins/metabolism , Stress, Mechanical , Temperature
7.
J Pharm Sci ; 100(4): 1330-40, 2011 Apr.
Article in English | MEDLINE | ID: mdl-24081468

ABSTRACT

The purpose of this study was to demonstrate the utility of combining a design of experiment (DOE) approach with high-throughput formulation screening to identify the main factors affecting protein thermostability and solution viscosity. The optimization of buffer compositions was guided by statistical analysis of the data to obtain the targeted combination of low viscosity and high thermostability. Different monoclonal antibody (mAb) formulation variables were evaluated in the study to achieve optimization of two parameters: (i) thermostability characterized by temperature of hydrophobic exposure and (ii) viscosity. High-throughput measurements were employed to characterize both parameters. The significance of each factor and the two-way interactions between them was studied by multivariable regression analysis. An experimental design was used to estimate the significance of all factors, including interaction effects. The range of optimal buffer compositions that maximized thermostability and minimized viscosity of a mAb formulation was determined. The described high-throughput methods are well suited for characterization of multiple protein formulation compositions with minimized resources such as time and material. The DOE approach can be successfully applied to the screening of mAb formulations early in the development lifecycle.


Subject(s)
Antibodies, Monoclonal/chemistry , Excipients/chemistry , Immunoglobulin G/chemistry , Protein Stability , Buffers , Drug Stability , High-Throughput Screening Assays/methods , Temperature , Viscosity
8.
J Pharm Sci ; 99(6): 2598-608, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20039384

ABSTRACT

The utility of extrinsic fluorescence as a tool for high throughput detection of monoclonal antibody aggregates was explored. Several IgG molecules were thermally stressed and the high molecular weight species were fractionated using size-exclusion chromatography (SEC). The isolated aggregates and monomers were studied by following the fluorescence of an extrinsic probe, SYPRO Orange. The dye displayed high sensitivity to structurally altered, aggregated IgG structures compared to the native form, which resulted in very low fluorescence in the presence of the dye. An example of the application is presented here to demonstrate the properties of this detection method. The fluorescence assay was shown to correlate with the SEC method in quantifying IgG aggregates. The fluorescent probe method appears to have potential to detect protein particles that could not be analyzed by SEC. This method may become a powerful high throughput tool to detect IgG aggregates in pharmaceutical solutions and to study other protein properties involving aggregation. It can also be used to study the kinetics of antibody particle formation, and perhaps allow identification of the species, which are the early building blocks of protein particles.


Subject(s)
Antibodies, Monoclonal/chemistry , Fluorescence , Antibodies, Monoclonal/analysis , Chromatography, Gel , Fluorescent Dyes/analysis , Fluorescent Dyes/chemistry , Hot Temperature , Kinetics , Macromolecular Substances/analysis , Pharmaceutical Solutions/analysis , Proteins/analysis
9.
Anal Biochem ; 399(1): 141-3, 2010 Apr 01.
Article in English | MEDLINE | ID: mdl-19995543

ABSTRACT

We propose a new method to measure the viscosity of concentrated protein solutions in a high-throughput format. This method measures the apparent hydrodynamic radius of polystyrene beads with known sizes using a dynamic light scattering (DLS) system with a microplate reader. Glycerol solution viscosities obtained by the DLS method were in good agreement with those reported in the literature. Viscosity of the solutions of two monoclonal antibody molecules was acquired using both DLS and cone-and-plate techniques, and the results were comparable. The DLS method described here has the potential to be used in many aspects of protein characterization.


Subject(s)
Light , Proteins/chemistry , Scattering, Radiation , Animals , Immunoglobulin G/chemistry , Mice , Polystyrenes/chemistry , Solutions , Viscosity
10.
Brief Funct Genomic Proteomic ; 7(5): 371-82, 2008 Sep.
Article in English | MEDLINE | ID: mdl-19106162

ABSTRACT

Straightforward methods for the introduction of stable isotopes into proteins with subsequent isolation and purification of the proteins will greatly aid the field of quantitative proteomics. Proteins containing amino acids with one or more of the stable isotopes of deuterium, 13C, 15N or 18O can be used as internal standards by addition at an early stage of analysis of a complex protein sample and subsequent measurement using mass spectrometry. There are two approaches for introducing a stable isotope into a protein without chemically modifying that protein, metabolic labeling using whole cells grown in culture, or cell-free labeling using a lysate of either Escherichia coli or wheat germ. Each approach has its advantages and disadvantages which will be discussed. Particular attention will be paid to the cell-free method using an E. coli lysate.


Subject(s)
Isotope Labeling , Proteins/chemistry , Proteomics
11.
Biochem Biophys Res Commun ; 307(4): 948-55, 2003 Aug 08.
Article in English | MEDLINE | ID: mdl-12878203

ABSTRACT

Human kallikrein 6 (hK6) is a trypsin-like serine protease, member of the human kallikrein gene family. Studies suggested a potential involvement of hK6 in the development and progression of Alzheimer's disease. The serum levels of hK6 might be used as a biomarker for ovarian cancer. To gain insights into the physiological role of this enzyme, we sought to determine its substrate specificity and its interactions with various inhibitors. We produced the proform of hK6 and showed that this enzyme was able to autoactivate, as well as proteolyse itself, leading to inactivation. Kinetic studies indicated that hK6 cleaved with much higher efficiency after Arg than Lys and with a preference for Ser or Pro in the P2 position. The efficient degradation of fibrinogen and collagen types I and IV by hK6 indicated that this kallikrein might play a role in tissue remodeling and/or tumor invasion and metastasis. We also demonstrated proteolysis of amyloid precursor protein by hK6 and determined the cleavage sites at the N-terminal end of the protein. Inhibition of hK6 was achieved via binding to different serpins, among which antithrombin III was the most efficient.


Subject(s)
Kallikreins/metabolism , Amino Acid Sequence , Amyloid beta-Protein Precursor/chemistry , Amyloid beta-Protein Precursor/metabolism , Enzyme Activation , Humans , Kinetics , Molecular Sequence Data , Serine Proteinase Inhibitors/pharmacology , Substrate Specificity
12.
Biochem Pharmacol ; 65(4): 657-67, 2003 Feb 15.
Article in English | MEDLINE | ID: mdl-12566095

ABSTRACT

Fas ligand (FasL) and Fas receptor are members of the tumor necrosis factor (TNF) receptor and ligand family that play an important role in regulating apoptosis in normal physiology. Decoy receptor 3 (DcR3) is a novel member of the TNF receptor superfamily, which binds to and blocks the activities of the ligands FasL and LIGHT. We have demonstrated that DcR3 was degraded rapidly to a major circulating metabolic fragment after subcutaneous administration in primates and mice. This fragment was also generated in subcutaneous tissue homogenate in vitro. Mass spectrometry and N-terminal sequencing indicated that DcR3 was proteolytically cleaved between R218 and A219 in the primary sequence to yield the fragment DcR3(1-218). While retaining its ability to bind LIGHT and inhibit LIGHT-mediated activities, DcR3(1-218) no longer bound FasL and did not inhibit FasL-mediated apoptosis in vitro. The primary sequence of DcR3 was molecularly engineered, changing the arginine residue at position 218 to glutamine to generate an analog, DcR3(R218Q), which we termed FLINT (LY498919). We demonstrated that FLINT was more stable to proteolytic degradation in vitro and in vivo and maintained its activity against both soluble FasL and soluble LIGHT in vitro. As a result, the modification in the sequence of DcR3 to produce FLINT (LY498919) should result in a pharmacologically superior molecule in the therapeutic intervention of diseases in which the pathogenesis is linked to FasL-mediated apoptotic or inflammatory events.


Subject(s)
Membrane Glycoproteins/metabolism , Membrane Proteins/metabolism , Receptors, Cell Surface/metabolism , Tumor Necrosis Factor-alpha/metabolism , Animals , Fas Ligand Protein , Humans , Jurkat Cells , Male , Membrane Glycoproteins/pharmacology , Mice , Peptide Fragments/pharmacology , Peptide Hydrolases/metabolism , Receptors, Tumor Necrosis Factor , Receptors, Tumor Necrosis Factor, Member 6b , Tumor Necrosis Factor Ligand Superfamily Member 14
13.
Biochem Biophys Res Commun ; 293(1): 207-12, 2002 Apr 26.
Article in English | MEDLINE | ID: mdl-12054585

ABSTRACT

We have previously shown that diabetogenic antibiotic streptozotocin (STZ), an analog of N-acetylglucosamine (GlcNAc), inhibits the enzyme O-GlcNAc-selective N-acetyl-beta-d-glucosaminidase (O-GlcNAcase) which is responsible for the removal of O-GlcNAc from proteins. Alloxan, another beta-cell toxin is a uracil analog. Since the O-GlcNAc transferase (OGT) uses UDP-GlcNAc as a substrate, we investigated whether alloxan might interfere with the process of protein O-glycosylation by blocking OGT, a very abundant enzyme in beta-cells. In isolated pancreatic islets, alloxan almost completely blocked both glucosamine-induced and STZ-induced protein O-GlcNAcylation, suggesting that alloxan indeed was inhibiting (OGT). In order to show definitively that alloxan was inhibiting OGT activity, recombinant OGT was incubated with 0-10 mM alloxan, and OGT activity was measured directly by quantitating UDP-[(3)H]-GlcNAc incorporation into the recombinant protein substrate, nucleoporin p62. Under these conditions, OGT activity was completely inhibited by 1 mM alloxan with half-maximal inhibition achieved at a concentration of 0.1 mM alloxan. Together, these data demonstrate that alloxan is an inhibitor of OGT, and as such, is the first OGT inhibitor described.


Subject(s)
Alloxan/pharmacology , Islets of Langerhans/enzymology , N-Acetylglucosaminyltransferases/antagonists & inhibitors , Animals , Glucosamine/pharmacology , Glycoproteins/biosynthesis , Glycosylation , Kinetics , Male , Rats , Rats, Sprague-Dawley , Recombinant Proteins/antagonists & inhibitors , Recombinant Proteins/chemistry , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Streptozocin/pharmacology
14.
J Pharmacol Exp Ther ; 301(3): 1020-4, 2002 Jun.
Article in English | MEDLINE | ID: mdl-12023533

ABSTRACT

The first endocannabinoid, anandamide, was discovered in 1992. Since then, two other endocannabinoid agonists have been identified, 2-arachidonyl glycerol and, more recently, noladin ether. Here, we report the identification and pharmacological characterization of a novel endocannabinoid, virodhamine, with antagonist properties at the CB1 cannabinoid receptor. Virodhamine is arachidonic acid and ethanolamine joined by an ester linkage. Concentrations of virodhamine measured by liquid chromatography atmospheric pressure chemical ionization-tandem mass spectrometry in rat brain and human hippocampus were similar to anandamide. In peripheral tissues that express the CB2 cannabinoid receptor, virodhamine concentrations were 2- to 9-fold higher than anandamide. In contrast to previously described endocannabinoids, virodhamine was a partial agonist with in vivo antagonist activity at the CB1 receptor. However, at the CB2 receptor, virodhamine acted as a full agonist. Transport of [(14)C]anandamide by RBL-2H3 cells was inhibited by virodhamine. Virodhamine produced hypothermia in the mouse and acted as an antagonist in the presence of anandamide both in vivo and in vitro. As a potential endogenous antagonist at the CB1 receptor, virodhamine adds a new form of regulation to the endocannabinoid system.


Subject(s)
Arachidonic Acids/chemistry , Cannabinoids/chemistry , Receptor, Cannabinoid, CB2 , Receptors, Drug/antagonists & inhibitors , Receptors, Drug/metabolism , Animals , Arachidonic Acids/metabolism , Arachidonic Acids/pharmacology , Body Temperature/drug effects , Body Temperature/physiology , Brain/drug effects , Brain/metabolism , Cannabinoid Receptor Modulators , Cannabinoids/metabolism , Cannabinoids/pharmacology , Dose-Response Relationship, Drug , Endocannabinoids , Ethanolamine/chemistry , Ethanolamine/metabolism , Ethanolamine/pharmacology , Hippocampus/chemistry , Hippocampus/metabolism , Male , Mice , Polyunsaturated Alkamides , Rats , Rats, Wistar , Receptors, Cannabinoid
15.
Anticancer Res ; 22(5): 2725-32, 2002.
Article in English | MEDLINE | ID: mdl-12529988

ABSTRACT

BACKGROUND: PSA mediates growth factor responses that stimulate proliferation of prostatic and other cellular types. Androgen-sensitive TE85 human osteosarcoma cells were used to study PSA as a potential mediator of prostatic cancer growth and osseous metastasis. MATERIALS AND METHODS: TE85 cells were probed for PSA mRNA and protein levels under testosterone (T)-replete and--depleted conditions. TE85 proliferative responses to PSA were evaluated in the absence and presence of LY312340, a monocyclic beta-lactam inhibitor of PSA enzymatic activity. RESULTS: A 3.1-fold increase in PSA mRNA was observed following T stimulation. Low levels of immunoreactive PSA (iPSA) were detected in media of androgen-stimulated TE85 cells while iPSA was not found in control media. Conversely, iPSA was detected in TE85 cell pellets from control but not in androgen-stimulated cell cultures. Exogenously added enzymatically active PSA stimulated TE85 proliferation in a bi-phasic manner. LY312340 inhibited PSA-induced increases in TE85 cell numbers but had no effect on basal or T- stimulated cellular proliferation. CONCLUSION: While the PSA levels produced by TE-85 cells in response to androgen stimulation are too low to be biologically active, PSA produced by metastatic PCa cells may mediate paracrine stimulation of osteogenic PCa metastasis. Inhibitors of PSA enzymatic activity could be useful therapeutic agents.


Subject(s)
Benzoates/pharmacology , Bone Neoplasms/pathology , Lactams/pharmacology , Neoplasms, Hormone-Dependent/pathology , Osteosarcoma/pathology , Prostate-Specific Antigen/antagonists & inhibitors , Adolescent , Bone Neoplasms/genetics , Bone Neoplasms/metabolism , Cell Division/drug effects , Cell Division/physiology , Female , Humans , Neoplasms, Hormone-Dependent/genetics , Neoplasms, Hormone-Dependent/metabolism , Osteosarcoma/genetics , Osteosarcoma/metabolism , Prostate-Specific Antigen/biosynthesis , Prostate-Specific Antigen/genetics , Prostate-Specific Antigen/physiology , Testosterone/deficiency , Testosterone/pharmacology , Testosterone/physiology , Tumor Cells, Cultured
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