216 results on '"Karger BL"'
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2. Microdevices for mass spectrometry
- Author
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Frantisek Foret, Zhang, B., Rejtar, T., and Karger, Bl
3. Detection of host cell microprotein impurities in antibody drug products.
- Author
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Tzani I, Castro-Rivadeneyra M, Kelly P, Strasser L, Zhang L, Clynes M, Karger BL, Barron N, Bones J, and Clarke C
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- CHO Cells, Animals, Ribosomes metabolism, Protein Biosynthesis, Cricetinae, Mass Spectrometry methods, Humans, Recombinant Fusion Proteins metabolism, Recombinant Fusion Proteins genetics, Cricetulus, Antibodies, Monoclonal chemistry, Open Reading Frames, Drug Contamination
- Abstract
Chinese hamster ovary (CHO) cells are used to produce almost 90% of therapeutic monoclonal antibodies (mAbs) and antibody fusion proteins (Fc-fusion). The annotation of non-canonical translation events in these cellular factories remains incomplete, limiting our ability to study CHO cell biology and detect host cell protein (HCP) impurities in the final antibody drug product. We utilised ribosome footprint profiling (Ribo-seq) to identify novel open reading frames (ORFs) including N-terminal extensions and thousands of short ORFs (sORFs) predicted to encode microproteins. Mass spectrometry-based HCP analysis of eight commercial antibody drug products (7 mAbs and 1 Fc-fusion protein) using the extended protein sequence database revealed the presence of microprotein impurities. We present evidence that microprotein abundance varies with growth phase and can be affected by the cell culture environment. In addition, our work provides a vital resource to facilitate future studies of non-canonical translation and the regulation of protein synthesis in CHO cell lines., (© 2024. The Author(s).)
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- 2024
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4. Fundamentals of Capillary Electrophoretic Migration and Separation of SDS Proteins in Borate Cross-Linked Dextran Gels.
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Guttman A, Filep C, and Karger BL
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- Electrophoresis, Capillary, Electrophoresis, Polyacrylamide Gel, Gels, Molecular Weight, Sodium Dodecyl Sulfate, Borates, Dextrans
- Abstract
Recent progress in the development and production of new, innovative protein therapeutics require rapid and adjustable high-resolution bioseparation techniques. Sodium dodecyl sulfate capillary gel electrophoresis (SDS-CGE) using a borate (B) cross-linked dextran (D) separation matrix is widely employed today for rapid consistency analysis of therapeutic proteins in manufacturing and release testing. Transient borate cross-linking of the semirigid dextran polymer chains leads to a high-resolution separation gel for SDS-protein complexes. To understand the migration and separation basis of the D/B gel, the present work explores various gel formulations of dextran monomer (2, 5, 7.5, and 10%) and borate cross-linker (2 and 4%) concentrations. Ferguson plots were analyzed for a mixture of protein standards with molecular weights ranging from 20 to 225 kDa, and the resulting nonlinear concave curves pointed to nonclassical sieving behavior. While the 2% D/4% B gel resulted in the fastest analysis time, the 10% D/2% B gel was found to produce the greatest separation window, even higher than with the 10% D/4% B gel, due to a significant increase in the electroosmotic flow of the former composition in the direction opposite to SDS-protein complex migration. The study then focused on SDS-CGE separation of a therapeutic monoclonal antibody and its subunits. A combination of molecular weight and shape selectivity as well as, to a lesser extent, surface charge density differences (due to glycosylation on the heavy chain) influenced migration. Greater molecular weight selectivity occurred for the higher monomer concentration gels, while improved glycoselectivity was obtained using a more dilute gel, even as low as 2% D/2% B. This latter gel took advantage of the dextran-borate-glycoprotein complexation. The study revealed that by modulating the dextran (monomer) and borate (cross-linker) concentration ratios of the sieving matrix, one can optimize the separation for specific biopharmaceutical modalities with excellent column-to-column, run-to-run, and gel-to-gel migration time reproducibilities (<0.96% relative standard deviation (RSD)). The widely used 10% dextran/4% borate gel represents a good screening option, which can then be followed by a modified composition, optimized for a specific separation as necessary.
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- 2021
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5. Proteomic Profiling of IgG1 Producing CHO Cells Using LC/LC-SPS-MS 3 : The Effects of Bioprocessing Conditions on Productivity and Product Quality.
- Author
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Strasser L, Farrell A, Ho JTC, Scheffler K, Cook K, Pankert P, Mowlds P, Viner R, Karger BL, and Bones J
- Abstract
The biopharmaceutical market is dominated by monoclonal antibodies, the majority of which are produced in Chinese hamster ovary (CHO) cell lines. Intense cell engineering, in combination with optimization of various process parameters results in increasing product titers. To enable further improvements in manufacturing processes, detailed information about how certain parameters affect cellular mechanisms in the production cells, and thereby also the expressed drug substance, is required. Therefore, in this study the effects of commonly applied changes in bioprocessing parameters on an anti-IL8 IgG1 producing CHO DP-12 cell line were investigated on the level of host cell proteome expression combined with product quality assessment of the expressed IgG1 monoclonal antibody. Applying shifts in temperature, pH and dissolved oxygen concentration, respectively, resulted in altered productivity and product quality. Furthermore, analysis of the cells using two-dimensional liquid chromatography-mass spectrometry employing tandem mass tag based isotopic quantitation and synchronous precursor selection-MS
3 detection revealed substantial changes in the protein expression profiles of CHO cells. Pathway analysis indicated that applied bioprocessing conditions resulted in differential activation of oxidative phosphorylation. Additionally, activation of ERK5 and TNFR1 signaling suggested an affected cell cycle. Moreover, in-depth product characterization by means of charge variant analysis, peptide mapping, as well as structural and functional analysis, revealed posttranslational and structural changes in the expressed drug substance. Taken together, the present study allows the conclusion that, in anti-IL8 IgG1 producing CHO DP-12 cells, an improved energy metabolism achieved by lowering the cell culture pH is favorable when aiming towards high antibody production rates while maintaining product quality., Competing Interests: JH, KS, KC, RV, PP, and PM are employed by Thermo Fisher Scientific, the company that develops and produces the MAbPac SCX, Acclaim and Easy Spray Acclaim columns, Vanquish UHPLC system and Orbitrap mass spectrometers. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Strasser, Farrell, Ho, Scheffler, Cook, Pankert, Mowlds, Viner, Karger and Bones.)- Published
- 2021
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6. Multi-Omics Reveals Impact of Cysteine Feed Concentration and Resulting Redox Imbalance on Cellular Energy Metabolism and Specific Productivity in CHO Cell Bioprocessing.
- Author
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Ali AS, Chen R, Raju R, Kshirsagar R, Gilbert A, Zang L, Karger BL, and Ivanov AR
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- Animals, CHO Cells, Cricetinae, Cricetulus, Oxidation-Reduction, Computational Biology methods, Cysteine chemistry, Energy Metabolism
- Abstract
Chinese hamster ovary (CHO) cells are currently the primary host cell lines used in biotherapeutic manufacturing of monoclonal antibodies (mAbs) and other biopharmaceuticals. Cellular energy metabolism and endoplasmic reticulum (ER) stress are known to greatly impact cell growth, viability, and specific productivity of a biotherapeutic; but the molecular mechanisms are not fully understood. The authors previously employed multi-omics profiling to investigate the impact of a reduction in cysteine (Cys) feed concentration in a fed-batch process and found that disruption of the redox balance led to a substantial decline in cell viability and titer. Here, the multi-omics findings are expanded, and the impact redox imbalance has on ER stress, mitochondrial homeostasis, and lipid metabolism is explored. The reduced Cys feed activates the amino acid response (AAR), increases mitochondrial stress, and initiates gluconeogenesis. Multi-omics analysis reveals that together, ER stress and AAR signaling shift the cellular energy metabolism to rely primarily on anaplerotic reactions, consuming amino acids and producing lactate, to maintain energy generation. Furthermore, the pathways are demonstrated in which this shift in metabolism leads to a substantial decline in specific productivity and altered mAb glycosylation. Through this work, meaningful bioprocess markers and targets for genetic engineering are identified., (© 2020 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.)
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- 2020
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7. Paul vouros and northeastern university/barnett institute.
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Karger BL
- Published
- 2020
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8. Multi-Omics Study on the Impact of Cysteine Feed Level on Cell Viability and mAb Production in a CHO Bioprocess.
- Author
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Ali AS, Raju R, Kshirsagar R, Ivanov AR, Gilbert A, Zang L, and Karger BL
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- Animals, Antibodies, Monoclonal drug effects, Bioreactors, CHO Cells, Cell Survival drug effects, Cricetinae, Cricetulus, Cysteine chemistry, Endoplasmic Reticulum Stress drug effects, Glutathione chemistry, Immunoglobulin G biosynthesis, Immunoglobulin G chemistry, Oxidative Stress drug effects, Proteomics, Taurine chemistry, Antibodies, Monoclonal biosynthesis, Cell Culture Techniques, Culture Media pharmacology, Cysteine pharmacology
- Abstract
There is continual demand to maximize CHO cell culture productivity of a biotherapeutic while maintaining product quality. In this study, a comprehensive multi-omics analysis is performed to investigate the cellular response to the level of dosing of the amino acid cysteine (Cys) in the production of a monoclonal antibody (mAb). When Cys feed levels are insufficient, there is a significant decrease in protein titer. Multi-omics (metabolomics and proteomics, with support from RNAseq) is performed over the time course of the CHO bioprocess producing an IgG1 mAb in 5 L bioreactors. Pathway analysis reveals that insufficient levels of Cys in the feed lead to Cys depletion in the cell. This depletion negatively impacts antioxidant molecules, such as glutathione (GSH) and taurine, leading to oxidative stress with multiple deleterious cellular effects. In this paper, the resultant ER stress and subsequent apoptosis that affects cell viability and viable cell density has been considered. Key metabolic enzymes and metabolites are identified that can be potentially monitored as the process progresses and/or increased in the cell either by nutrient feeding or genetic engineering. This work reinforces the centrality of redox balance to cellular health and success of the bioprocess as well as the power of multi-omics to provide an in-depth understanding of the CHO cell biology during biopharmaceutical production., (© 2018 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.)
- Published
- 2019
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9. Lipidomics of CHO Cell Bioprocessing: Relation to Cell Growth and Specific Productivity of a Monoclonal Antibody.
- Author
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Ali AS, Raju R, Ray S, Kshirsagar R, Gilbert A, Zang L, and Karger BL
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- Animals, Batch Cell Culture Techniques, CHO Cells, Cell Proliferation, Cricetulus, Immunoglobulin G biosynthesis, Lipids analysis, Antibodies, Monoclonal biosynthesis, Bioreactors, Cell Culture Techniques, Culture Media chemistry, Lipids chemistry
- Abstract
As the demand for biological therapeutic proteins rises, there is an increasing need for robust and highly efficient bioprocesses, specifically, maximizing protein production by controlling the cellular nutritional and metabolic needs. A comprehensive lipidomics analysis has been performed, for the first time, over the time course of CHO cells producing an IgG1 monoclonal antibody (mAb) with fed batch 5 L bioreactors. The dynamic nature and importance of the CHO lipidome, especially on cellular growth and specific productivity, is demonstrated. A robust LC-MS method using positive and negative mode ESI was developed for lipid identification and quantitation of 377 unique lipids. The analysis revealed large changes in lipid features between the different days in bioprocessing including accumulation of triacylglycerol (TG) and lysophospholipid species with depletion of diacylglycerol (DG) species. Exploring pathway analysis where the lipid data was combined with polar metabolites and transcriptomics (RNA sequencing) revealed differences in lipid metabolism between the various stages of cellular growth and highlighted the role of key features of lipid metabolism on cell growth and specific productivity. The study demonstrates the importance of lipidomics in the expanding role of 'Omics methodologies in gaining insight into cellular behavior during protein production in a fed batch bioprocess., (© 2018 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.)
- Published
- 2018
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10. Complementary middle-down and intact monoclonal antibody proteoform characterization by capillary zone electrophoresis - mass spectrometry.
- Author
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Belov AM, Zang L, Sebastiano R, Santos MR, Bush DR, Karger BL, and Ivanov AR
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- Glycosylation, Mass Spectrometry, Antibodies, Monoclonal analysis, Electrophoresis, Capillary methods
- Abstract
High-resolution capillary zone electrophoresis - mass spectrometry (CZE-MS) has been of increasing interest for the analysis of biopharmaceuticals. In this work, a combination of middle-down and intact CZE-MS analyses has been implemented for the characterization of a biotherapeutic monoclonal antibody (mAb) with a variety of post-translational modifications (PTMs) and glycosylation structures. Middle-down and intact CZE separations were performed in an acidified methanol-water background electrolyte on a capillary with a positively charged coating (M7C4I) coupled to an Orbitrap mass spectrometer using a commercial sheathless interface (CESI). Middle-down analysis of the IdeS-digested mAb provided characterization of PTMs of digestion fragments. High resolution CZE enabled separation of charge variants corresponding to 2X-deamidated, 1X-deamidated, and non-deamidated forms at baseline resolution. In the course of the middle-down CZE-MS analysis, separation of glycoforms of the F
C /2 fragment was accomplished due to hydrodynamic volume differences. Several identified PTMs were confirmed by CZE-MS2 . Incorporation of TCEP-HCl reducing agent in the sample solvent resulted in successful analysis of reduced forms without the need for alkylation. CZE-MS studies on the intact mAb under denaturing conditions enabled baseline separation of the 2X-glycosylated, 1X-glycosylated, and aglycosylated populations as a result of hydrodynamic volume differences. The presence of a trace quantity of dissociated light chain was also detected in the intact protein analysis. Characterization of the mAb under native conditions verified identifications achieved via intact analysis and allowed for quantitative confirmation of proteoforms. Analysis of mAbs using CZE-MS represents a complementary approach to the more conventional liquid-chromatography - mass spectrometry-based approaches., (© 2018 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.)- Published
- 2018
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11. Analysis of Proteins, Protein Complexes, and Organellar Proteomes Using Sheathless Capillary Zone Electrophoresis - Native Mass Spectrometry.
- Author
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Belov AM, Viner R, Santos MR, Horn DM, Bern M, Karger BL, and Ivanov AR
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- Amino Acid Sequence, Animals, Antibodies, Monoclonal analysis, Cattle, Escherichia coli chemistry, Escherichia coli Proteins analysis, Rabbits, Saccharomyces cerevisiae chemistry, Saccharomyces cerevisiae Proteins analysis, Sus scrofa, Workflow, Electrophoresis, Capillary methods, Mass Spectrometry methods, Proteins analysis, Proteome analysis, Proteomics methods
- Abstract
Native mass spectrometry (MS) is a rapidly advancing field in the analysis of proteins, protein complexes, and macromolecular species of various types. The majority of native MS experiments reported to-date has been conducted using direct infusion of purified analytes into a mass spectrometer. In this study, capillary zone electrophoresis (CZE) was coupled online to Orbitrap mass spectrometers using a commercial sheathless interface to enable high-performance separation, identification, and structural characterization of limited amounts of purified proteins and protein complexes, the latter with preserved non-covalent associations under native conditions. The performance of both bare-fused silica and polyacrylamide-coated capillaries was assessed using mixtures of protein standards known to form non-covalent protein-protein and protein-ligand complexes. High-efficiency separation of native complexes is demonstrated using both capillary types, while the polyacrylamide neutral-coated capillary showed better reproducibility and higher efficiency for more complex samples. The platform was then evaluated for the determination of monoclonal antibody aggregation and for analysis of proteomes of limited complexity using a ribosomal isolate from E. coli. Native CZE-MS, using accurate single stage and tandem-MS measurements, enabled identification of proteoforms and non-covalent complexes at femtomole levels. This study demonstrates that native CZE-MS can serve as an orthogonal and complementary technique to conventional native MS methodologies with the advantages of low sample consumption, minimal sample processing and losses, and high throughput and sensitivity. This study presents a novel platform for analysis of ribosomes and other macromolecular complexes and organelles, with the potential for discovery of novel structural features defining cellular phenotypes (e.g., specialized ribosomes). Graphical Abstract ᅟ.
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- 2017
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12. Binding Site Characterization of AM1336, a Novel Covalent Inverse Agonist at Human Cannabinoid 2 Receptor, Using Mass Spectrometric Analysis.
- Author
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Mallipeddi S, Kreimer S, Zvonok N, Vemuri K, Karger BL, Ivanov AR, and Makriyannis A
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- Amino Acid Motifs, Animals, Baculoviridae genetics, Baculoviridae metabolism, Binding Sites, Cannabinoid Receptor Agonists metabolism, Cloning, Molecular, Cysteine chemistry, Cysteine metabolism, Gene Expression, Humans, Ligands, Mass Spectrometry, Models, Molecular, Mutation, Protein Binding, Protein Conformation, alpha-Helical, Protein Interaction Domains and Motifs, Pyrazoles metabolism, Receptor, Cannabinoid, CB2 agonists, Receptor, Cannabinoid, CB2 genetics, Receptor, Cannabinoid, CB2 metabolism, Recombinant Proteins chemistry, Recombinant Proteins genetics, Recombinant Proteins metabolism, Spodoptera, Cannabinoid Receptor Agonists chemistry, Pyrazoles chemistry, Receptor, Cannabinoid, CB2 chemistry
- Abstract
Cannabinoid 2 receptor (CB2R), a Class-A G-protein coupled receptor (GPCR), is a promising drug target under a wide array of pathological conditions. Rational drug design has been hindered due to our poor understanding of the structural features involved in ligand binding. Binding of a high-affinity biarylpyrazole inverse agonist AM1336 to a library of the human CB2 receptor (hCB2R) cysteine-substituted mutants provided indirect evidence that two cysteines in transmembrane helix-7 (H7) were critical for the covalent attachment. We used proteomics analysis of the hCB2R with bound AM1336 to directly identify peptides with covalently attached ligand and applied in silico modeling for visualization of the ligand-receptor interactions. The hCB2R, with affinity tags (FlaghCB2His6), was produced in a baculovirus-insect cell expression system and purified as a functional receptor using immunoaffinity chromatography. Using mass spectrometry-based bottom-up proteomic analysis of the hCB2R-AM1336, we identified a peptide with AM1336 attached to the cysteine C284(7.38) in H7. The hCB2R homology model in lipid bilayer accommodated covalent attachment of AM1336 to C284(7.38), supporting both biochemical and mass spectrometric data. This work consolidates proteomics data and in silico modeling and integrates with our ligand-assisted protein structure (LAPS) experimental paradigm to assist in structure-based design of cannabinoid antagonist/inverse agonists.
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- 2017
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13. Host Cell Protein Profiling by Targeted and Untargeted Analysis of Data Independent Acquisition Mass Spectrometry Data with Parallel Reaction Monitoring Verification.
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Kreimer S, Gao Y, Ray S, Jin M, Tan Z, Mussa NA, Tao L, Li Z, Ivanov AR, and Karger BL
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- Amino Acid Sequence, Animals, Antibodies, Monoclonal genetics, CHO Cells, Chromatography, High Pressure Liquid, Cricetinae, Cricetulus, Databases, Protein, Peptides analysis, Peptides isolation & purification, Proteins metabolism, Recombinant Proteins analysis, Recombinant Proteins biosynthesis, Recombinant Proteins isolation & purification, Antibodies, Monoclonal metabolism, Mass Spectrometry, Proteins analysis
- Abstract
Host cell proteins (HCPs) are process-related impurities of biopharmaceuticals that remain at trace levels despite multiple stages of downstream purification. Currently, there is interest in implementing LC-MS in biopharmaceutical HCP profiling alongside conventional ELISA, because individual species can be identified and quantitated. Conventional data dependent LC-MS is hampered by the low concentration of HCP-derived peptides, which are 5-6 orders of magnitude less abundant than the biopharmaceutical-derived peptides. In this paper, we present a novel data independent acquisition (DIA)-MS workflow to identify HCP peptides using automatically combined targeted and untargeted data processing, followed by verification and quantitation using parallel reaction monitoring (PRM). Untargeted data processing with DIA-Umpire provided a means of identifying HCPs not represented in the assay library used for targeted, peptide-centric, data analysis. An IgG1 monoclonal antibody (mAb) purified by Protein A column elution, cation exchange chromatography, and ultrafiltration was analyzed using the workflow with 1D-LC. Five protein standards added at 0.5 to 100 ppm concentrations were detected in the background of the purified mAb, demonstrating sensitivity to low ppm levels. A calibration curve was constructed on the basis of the summed peak areas of the three highest intensity fragment ions from the highest intensity peptide of each protein standard. Sixteen HCPs were identified and quantitated on the basis of the calibration curve over the range of low ppm to over 100 ppm in the purified mAb sample. The developed approach achieves rapid HCP profiling using 1D-LC and specific identification exploiting the high mass accuracy and resolution of the mass spectrometer.
- Published
- 2017
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14. Advanced Precursor Ion Selection Algorithms for Increased Depth of Bottom-Up Proteomic Profiling.
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Kreimer S, Belov ME, Danielson WF, Levitsky LI, Gorshkov MV, Karger BL, and Ivanov AR
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- Chromatography, Liquid methods, HeLa Cells, Humans, Peptides analysis, Proteomics standards, Tandem Mass Spectrometry methods, Algorithms, Proteome analysis, Proteomics methods
- Abstract
Conventional TopN data-dependent acquisition (DDA) LC-MS/MS analysis identifies only a limited fraction of all detectable precursors because the ion-sampling rate of contemporary mass spectrometers is insufficient to target each precursor in a complex sample. TopN DDA preferentially targets high-abundance precursors with limited sampling of low-abundance precursors and repeated analyses only marginally improve sample coverage due to redundant precursor sampling. In this work, advanced precursor ion selection algorithms were developed and applied in the bottom-up analysis of HeLa cell lysate to overcome the above deficiencies. Precursors fragmented in previous runs were efficiently excluded using an automatically aligned exclusion list, which reduced overlap of identified peptides to ∼10% between replicates. Exclusion of previously fragmented high-abundance peptides allowed deeper probing of the HeLa proteome over replicate LC-MS runs, resulting in the identification of 29% more peptides beyond the saturation level achievable using conventional TopN DDA. The gain in peptide identifications using the developed approach translated to the identification of several hundred low-abundance protein groups, which were not detected by conventional TopN DDA. Exclusion of only identified peptides compared with the exclusion of all previously fragmented precursors resulted in an increase of 1000 (∼10%) additional peptide identifications over four runs, suggesting the potential for further improvement in the depth of proteomic profiling using advanced precursor ion selection algorithms.
- Published
- 2016
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15. Combined metabolomics and proteomics reveals hypoxia as a cause of lower productivity on scale-up to a 5000-liter CHO bioprocess.
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Gao Y, Ray S, Dai S, Ivanov AR, Abu-Absi NR, Lewis AM, Huang Z, Xing Z, Borys MC, Li ZJ, and Karger BL
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- Animals, Bioreactors, CHO Cells, Cell Hypoxia, Cell Proliferation, Cell Survival, Copper, Cricetulus, Humans, Batch Cell Culture Techniques methods, Fibronectins metabolism, Metabolomics methods, Proteomics methods, Reactive Oxygen Species metabolism
- Abstract
Large-scale bioprocessing is key to the successful manufacturing of a biopharmaceutical. However, cell viability and productivity are often lower in the scale-up from laboratory to production. In this study, we analyzed CHO cells, which showed lower percent viabilities and productivity in a 5-KL production scale bioreactor compared to a 20-L bench-top scale under seemingly identical process parameters. An increase in copper concentration in the media from 0.02 µM to 0.4 µM led to a doubling of percent viability in the production scale albeit still at a lower level than the bench-top scale. Combined metabolomics and proteomics revealed the increased copper reduced the presence of reactive oxygen species (ROS) in the 5-KL scale process. The reduction in oxidative stress was supported by the increased level of glutathione peroxidase in the lower copper level condition. The excess ROS was shown to be due to hypoxia (intermittent), as evidenced by the reduction in fibronectin with increased copper. The 20-L scale showed much less hypoxia and thus less excess ROS generation, resulting in little to no impact to productivity with the increased copper in the media. The study illustrates the power of 'Omics in aiding in the understanding of biological processes in biopharmaceutical production., (Copyright © 2016 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.)
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- 2016
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16. High Resolution CZE-MS Quantitative Characterization of Intact Biopharmaceutical Proteins: Proteoforms of Interferon-β1.
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Bush DR, Zang L, Belov AM, Ivanov AR, and Karger BL
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- Biosimilar Pharmaceuticals analysis, Biosimilar Pharmaceuticals chemistry, Electrophoresis, Capillary, Humans, Mass Spectrometry, Interferon-beta analysis, Interferon-beta chemistry
- Abstract
New and improved methods are required for the enhanced characterization of complex biopharmaceuticals, especially those with charge and glycan heterogeneity. High resolution separation and mass spectrometry (MS) analysis of intact proteoforms can contribute significantly to the characterization of such proteins, many of which are glycoproteins. Here, we report on capillary zone electrophoresis (CZE) coupled via a commercial CESI sheathless interface to an Orbitrap ELITE MS for the intact analysis of recombinant human interferon-β1 (Avonex, rhIFN-β1), a biopharmaceutical with complex glycosylation at a single N-linked site. Using a cross-linked polyethylenimine coating, column efficiencies between 350,000 and 450,000 plates were produced, allowing separation based on charge and subtle hydrodynamic volume differences. A total of 138 proteoforms were found, and 55 were quantitated. Charge species due to deamidation and sialylation were separated by CZE. Given the high column efficiency, isobaric positional isomers of a single sialic acid on biantennary glycan antennae were resolved. Further, triantennary isomers (antenna on α(1-3) or α(1-6) arms) were separated and confirmed by exoglycosidase digestion. Proteoforms of the N-terminal cleavage of methionine were detected by precursor molecular weight and top-down ETD and HCD analysis of the reduced protein. Quantitative analysis suggested potential correlations between the methionine loss with the relative amount of the deamidation, as well as the level of deamidation with glycan structure. We demonstrate that high resolution CZE separation of intact glycoprotein species coupled to MS has significant potential for the in-depth characterization and quantitative analysis of biopharmaceutical proteoforms.
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- 2016
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17. A quantitative proteomic analysis of cellular responses to high glucose media in Chinese hamster ovary cells.
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Liu Z, Dai S, Bones J, Ray S, Cha S, Karger BL, Li JJ, Wilson L, Hinckle G, and Rossomando A
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- Animals, Bioreactors, CHO Cells, Cricetinae, Cricetulus, Culture Media chemistry, Culture Media metabolism, Glucose chemistry, Proteome metabolism, Proteomics, Culture Media pharmacology, Glucose metabolism, Glucose pharmacology, Proteome analysis, Proteome drug effects
- Abstract
A goal in recombinant protein production using Chinese hamster ovary (CHO) cells is to achieve both high specific productivity and high cell density. Addition of glucose to the culture media is necessary to maintain both cell growth and viability. We varied the glucose concentration in the media from 5 to 16 g/L and found that although specific productivity of CHO-DG44 cells increased with the glucose level, the integrated viable cell density decreased. To examine the biological basis of these results, we conducted a discovery proteomic study of CHO-DG44 cells grown under batch conditions in normal (5 g/L) or high (15 g/L) glucose over 3, 6, and 9 days. Approximately 5,000 proteins were confidently identified against an mRNA-based CHO-DG44 specific proteome database, with 2,800 proteins quantified with at least two peptides. A self-organizing map algorithm was used to deconvolute temporal expression profiles of quantitated proteins. Functional analysis of altered proteins suggested that differences in growth between the two glucose levels resulted from changes in crosstalk between glucose metabolism, recombinant protein expression, and cell death, providing an overall picture of the responses to high glucose environment. The high glucose environment may enhance recombinant dihydrofolate reductase in CHO cells by up-regulating NCK1 and down-regulating PRKRA, and may lower integrated viable cell density by activating mitochondrial- and endoplasmic reticulum-mediated cell death pathways by up-regulating HtrA2 and calpains. These proteins are suggested as potential targets for bioengineering to enhance recombinant protein production., (© 2015 American Institute of Chemical Engineers.)
- Published
- 2015
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18. An Integrated Platform for Isolation, Processing, and Mass Spectrometry-based Proteomic Profiling of Rare Cells in Whole Blood.
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Li S, Plouffe BD, Belov AM, Ray S, Wang X, Murthy SK, Karger BL, and Ivanov AR
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- Humans, Mass Spectrometry, Microfluidics, Proteomics, MCF-7 Cells metabolism, Stem Cells metabolism
- Abstract
Isolation and molecular characterization of rare cells (e.g. circulating tumor and stem cells) within biological fluids and tissues has significant potential in clinical diagnostics and personalized medicine. The present work describes an integrated platform of sample procurement, preparation, and analysis for deep proteomic profiling of rare cells in blood. Microfluidic magnetophoretic isolation of target cells spiked into 1 ml of blood at the level of 1000-2000 cells/ml, followed by focused acoustics-assisted sample preparation has been coupled with one-dimensional PLOT-LC-MS methodology. The resulting zeptomole detection sensitivity enabled identification of ∼4000 proteins with injection of the equivalent of only 100-200 cells per analysis. The characterization of rare cells in limited volumes of physiological fluids is shown by the isolation and quantitative proteomic profiling of first MCF-7 cells spiked into whole blood as a model system and then two CD133+ endothelial progenitor and hematopoietic cells in whole blood from volunteers., (© 2015 by The American Society for Biochemistry and Molecular Biology, Inc.)
- Published
- 2015
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19. Reply to van de Sandt and Rimmelzwaan: Matching epitope display with functional avidity.
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Keskin DB, Reinhold BR, Zhang GL, Ivanov AR, Karger BL, and Reinherz EL
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- Humans, CD8-Positive T-Lymphocytes immunology, Epitopes analysis, Influenza A virus immunology, Lung virology
- Published
- 2015
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20. Physical detection of influenza A epitopes identifies a stealth subset on human lung epithelium evading natural CD8 immunity.
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Keskin DB, Reinhold BB, Zhang GL, Ivanov AR, Karger BL, and Reinherz EL
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- Chromatography, Liquid, Epithelial Cells immunology, Epithelial Cells virology, Epitopes immunology, Humans, Lung immunology, CD8-Positive T-Lymphocytes immunology, Epitopes analysis, Influenza A virus immunology, Lung virology
- Abstract
Vaccines eliciting immunity against influenza A viruses (IAVs) are currently antibody-based with hemagglutinin-directed antibody titer the only universally accepted immune correlate of protection. To investigate the disconnection between observed CD8 T-cell responses and immunity to IAV, we used a Poisson liquid chromatography data-independent acquisition MS method to physically detect PR8/34 (H1N1), X31 (H3N2), and Victoria/75 (H3N2) epitopes bound to HLA-A*02:01 on human epithelial cells following in vitro infection. Among 32 PR8 peptides (8-10mers) with predicted IC50 < 60 nM, 9 were present, whereas 23 were absent. At 18 h postinfection, epitope copies per cell varied from a low of 0.5 for M13-11 to a high of >500 for M1(58-66) with PA, HA, PB1, PB2, and NA epitopes also detected. However, aside from M1(58-66), natural CD8 memory responses against conserved presented epitopes were either absent or only weakly observed by blood Elispot. Moreover, the functional avidities of the immunodominant M1(58-66)/HLA-A*02:01-specific T cells were so poor as to be unable to effectively recognize infected human epithelium. Analysis of T-cell responses to primary PR8 infection in HLA-A*02:01 transgenic B6 mice underscores the poor avidity of T cells recognizing M1(58-66). By maintaining high levels of surface expression of this epitope on epithelial and dendritic cells, the virus exploits the combination of immunodominance and functional inadequacy to evade HLA-A*02:01-restricted T-cell immunity. A rational approach to CD8 vaccines must characterize processing and presentation of pathogen-derived epitopes as well as resultant immune responses. Correspondingly, vaccines may be directed against "stealth" epitopes, overriding viral chicanery.
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- 2015
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21. Development of LC-MS methods for quantitation of hepcidin and demonstration of siRNA-mediated hepcidin suppression in serum.
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Li S, Nakayama T, Akinc A, Wu SL, and Karger BL
- Subjects
- Animals, Chromatography, High Pressure Liquid, Haplorhini, Hepcidins genetics, Mass Spectrometry, Mice, RNA, Small Interfering administration & dosage, RNA, Small Interfering genetics, Hepcidins biosynthesis, Hepcidins blood, RNA, Small Interfering pharmacology
- Abstract
Introduction: A requisite step in developing a therapeutic to modulate the levels of hepcidin is the development of a quantitative method for measuring the concentration of serum hepcidin., Methods: To this end, an LC-MS method, based on selected reaction monitoring (SRM) with a triple quadrupole MS and an isotopically labeled hepcidin as internal standard, was developed to measure hepcidin in mouse and monkey sera., Results: Initially, 40 normal cynomolgus monkeys and 40 normal mice were studied to determine the normal endogenous levels of hepcidin, and an average of 50ng/mL was found in the monkeys and 46ng/mL in the mice. Next, experiments were conducted where an siRNA, targeting hepcidin, was administered to cynomolgus monkeys, resulting in effective hepcidin reduction (inhibition rate) of 87% after 24h and 74% after 48h, demonstrating to effectively reduce serume level of hepcidin., Conclusions: For better sensitivity, especially for the low volumes available for mouse sera, a second LC-MS method, based on parallel reaction monitoring (PRM) using a Orbitrap MS was developed and shown to be at least 10 fold lower in detection limits (or consumption of serum volume) than the SRM approach., (Copyright © 2014 Elsevier Inc. All rights reserved.)
- Published
- 2015
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22. Near-zero growth kinetics of Pseudomonas putida deduced from proteomic analysis.
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Panikov NS, Mandalakis M, Dai S, Mulcahy LR, Fowle W, Garrett WS, and Karger BL
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- Bacterial Proteins metabolism, Kinetics, Microbial Viability, Mutation, Proteomics, Pseudomonas putida cytology, Pseudomonas putida genetics, Pseudomonas putida metabolism, Pseudomonas putida growth & development
- Abstract
Intensive microbial growth typically observed in laboratory rarely occurs in nature. Because of severe nutrient deficiency, natural populations exhibit near-zero growth (NZG). There is a long-standing controversy about sustained NZG, specifically whether there is a minimum growth rate below which cells die or whether cells enter a non-growing maintenance state. Using chemostat with cell retention (CCR) of Pseudomonas putida, we resolve this controversy and show that under NZG conditions, bacteria differentiate into growing and VBNC (viable but not non-culturable) forms, the latter preserving measurable catabolic activity. The proliferating cells attained a steady state, their slow growth balanced by VBNC production. Proteomic analysis revealed upregulated (transporters, stress response, self-degrading enzymes and extracellular polymers) and downregulated (ribosomal, chemotactic and primary biosynthetic enzymes) proteins in the CCR versus batch culture. Based on these profiles, we identified intracellular processes associated with NZG and generated a mathematical model that simulated the observations. We conclude that NZG requires controlled partial self-digestion and deep reconfiguration of the metabolic machinery that results in the biosynthesis of new products and development of broad stress resistance. CCR allows efficient on-line control of NZG including VBNC production. A well-nuanced understanding of NZG is important to understand microbial processes in situ and for optimal design of environmental technologies., (© 2014 Society for Applied Microbiology and John Wiley & Sons Ltd.)
- Published
- 2015
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23. Constitutively oxidized CXXC motifs within the CD3 heterodimeric ectodomains of the T cell receptor complex enforce the conformation of juxtaposed segments.
- Author
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Brazin KN, Mallis RJ, Li C, Keskin DB, Arthanari H, Gao Y, Wu SL, Karger BL, Wagner G, and Reinherz EL
- Subjects
- Amino Acid Motifs, Amino Acid Sequence, Animals, CD2 Antigens metabolism, Cell Membrane metabolism, Cytoplasm metabolism, Disulfides chemistry, Humans, Jurkat Cells, Lymphocyte Activation, Mechanotransduction, Cellular, Mice, Models, Molecular, Molecular Sequence Data, Oxidation-Reduction, Protein Structure, Tertiary, Protein Subunits chemistry, Protein Subunits metabolism, T-Lymphocytes immunology, T-Lymphocytes metabolism, CD3 Complex chemistry, CD3 Complex metabolism, Protein Multimerization, Receptors, Antigen, T-Cell metabolism
- Abstract
The CD3ϵγ and CD3ϵδ heterodimers along with the CD3ζζ homodimer are the signaling components of the T cell receptor (TCR). These invariant dimers are non-covalently associated on the T cell plasma membrane with a clone-specific (i.e. clonotypic) αβ heterodimer that binds its cognate ligand, a complex between a particular antigenic peptide, and an MHC molecule (pMHC). These four TCR dimers exist in a 1:1:1:1 stoichiometry. At the junction between the extracellular and transmembrane domains of each mammalian CD3ϵ, CD3γ, and CD3δ subunit is a highly conserved CXXC motif previously found to be important for thymocyte and T cell activation. The redox state of each CXXC motif is presently unknown. Here we show using LC-MS and a biotin switch assay that these CXXC segments are constitutively oxidized on resting and activated T cells, consistent with their measured reduction potential. NMR chemical shift perturbation experiments comparing a native oxidized CD3δ CXXC-containing segment with that of a mutant SXXS-containing CD3δ segment in LPPG (1-palmitoyl-sn-glycero-3-phospho-(1'-rac-glycerol) (sodium salt)) micelles show extensive chemical shift differences in residues within the membrane-proximal motif as well as throughout the transmembrane and cytoplasmic domains as a result of the elimination of the native disulfide. Likewise, direct comparison of the native CD3δ segment in oxidizing and reducing conditions reveals numerous spectral differences. The oxidized CXXC maintains the structure within the membrane-proximal stalk region as well as that of its contiguous transmembrane and cytoplasmic domain, inclusive of the ITAM (immunoreceptor tyrosine-based activation motif) involved in signaling. These results suggest that preservation of the CD3 CXXC oxidized state may be essential for TCR mechanotransduction., (© 2014 by The American Society for Biochemistry and Molecular Biology, Inc.)
- Published
- 2014
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24. Pathway analysis and transcriptomics improve protein identification by shotgun proteomics from samples comprising small number of cells--a benchmarking study.
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Sun J, Zhang GL, Li S, Ivanov AR, Fenyo D, Lisacek F, Murthy SK, Karger BL, and Brusic V
- Subjects
- Benchmarking, Humans, MCF-7 Cells, Sample Size, Gene Expression Profiling, Proteins genetics, Proteins metabolism, Proteomics methods
- Abstract
Background: Proteomics research is enabled with the high-throughput technologies, but our ability to identify expressed proteome is limited in small samples. The coverage and consistency of proteome expression are critical problems in proteomics. Here, we propose pathway analysis and combination of microproteomics and transcriptomics analyses to improve mass-spectrometry protein identification from small size samples., Results: Multiple proteomics runs using MCF-7 cell line detected 4,957 expressed proteins. About 80% of expressed proteins were present in MCF-7 transcripts data; highly expressed transcripts are more likely to have expressed proteins. Approximately 1,000 proteins were detected in each run of the small sample proteomics. These proteins were mapped to gene symbols and compared with gene sets representing canonical pathways, more than 4,000 genes were extracted from the enriched gene sets. The identified canonical pathways were largely overlapping between individual runs. Of identified pathways 182 were shared between three individual small sample runs., Conclusions: Current technologies enable us to directly detect 10% of expressed proteomes from small sample comprising as few as 50 cells. We used knowledge-based approaches to elucidate the missing proteome that can be verified by targeted proteomics. This knowledge-based approach includes pathway analysis and combination of gene expression and protein expression data for target prioritization. Genes present in both the enriched gene sets (canonical pathways collection) and in small sample proteomics data correspond to approximately 50% of expressed proteomes in larger sample proteomics data. In addition, 90% of targets from canonical pathways were estimated to be expressed. The comparison of proteomics and transcriptomics data, suggests that highly expressed transcripts have high probability of protein expression. However, approximately 10% of expressed proteins could not be matched with the expressed transcripts.
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- 2014
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25. Tumor antigens as proteogenomic biomarkers in invasive ductal carcinomas.
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Olsen L, Campos B, Winther O, Sgroi DC, Karger BL, and Brusic V
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- Antigens, Neoplasm biosynthesis, Biomarkers, Tumor biosynthesis, Breast Neoplasms metabolism, Breast Neoplasms pathology, Carcinoma, Ductal, Breast metabolism, Carcinoma, Ductal, Breast pathology, Gene Expression Regulation, Neoplastic, Humans, Protein Biosynthesis, RNA, Messenger genetics, RNA, Messenger metabolism, Receptors, Estrogen metabolism, Signal Transduction, Antigens, Neoplasm genetics, Antigens, Neoplasm metabolism, Biomarkers, Tumor genetics, Biomarkers, Tumor metabolism, Breast Neoplasms genetics, Carcinoma, Ductal, Breast genetics, Proteomics
- Abstract
Background: The majority of genetic biomarkers for human cancers are defined by statistical screening of high-throughput genomics data. While a large number of genetic biomarkers have been proposed for diagnostic and prognostic applications, only a small number have been applied in the clinic. Similarly, the use of proteomics methods for the discovery of cancer biomarkers is increasing. The emerging field of proteogenomics seeks to enrich the value of genomics and proteomics approaches by studying the intersection of genomics and proteomics data. This task is challenging due to the complex nature of transcriptional and translation regulatory mechanisms and the disparities between genomic and proteomic data from the same samples. In this study, we have examined tumor antigens as potential biomarkers for breast cancer using genomics and proteomics data from previously reported laser capture microdissected ER+ tumor samples., Results: We applied proteogenomic analyses to study the genetic aberrations of 32 tumor antigens determined in the proteomic data. We found that tumor antigens that are aberrantly expressed at the genetic level and expressed at the protein level, are likely involved in perturbing pathways directly linked to the hallmarks of cancer. The results found by proteogenomic analysis of the 32 tumor antigens studied here, capture largely the same pathway irregularities as those elucidated from large-scale screening of genomics analyses, where several thousands of genes are often found to be perturbed., Conclusion: Tumor antigens are a group of proteins recognized by the cells of the immune system. Specifically, they are recognized in tumor cells where they are present in larger than usual amounts, or are physiochemically altered to a degree at which they no longer resemble native human proteins. This proteogenomic analysis of 32 tumor antigens suggests that tumor antigens have the potential to be highly specific biomarkers for different cancers.
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- 2014
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26. Comparative proteomic analysis reveals mechanistic insights into Pseudomonas putida F1 growth on benzoate and citrate.
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Mandalakis M, Panikov N, Dai S, Ray S, and Karger BL
- Abstract
Pseudomonas species are capable to proliferate under diverse environmental conditions and thus have a significant bioremediation potential. To enhance our understanding of their metabolic versatility, this study explores the changes in the proteome and physiology of Pseudomonas putida F1 resulting from its growth on benzoate, a moderate toxic compound that can be catabolized, and citrate, a carbon source that is assimilated through central metabolic pathways. A series of repetitive batch cultivations were performed to ensure a complete adaptation of the bacteria to each of these contrasting carbon sources. After several growth cycles, cell growth stabilized at the maximum level and exhibited a reproducible growth profile. The specific growth rates measured for benzoate (1.01 ± 0.11 h-1) and citrate (1.11 ± 0.12 h-1) were similar, while a higher yield was observed for benzoate (0.6 and 0.3 g cell mass per g of benzoate and citrate, respectively), reflecting the different degrees of carbon reduction in the two substrates. Comparative proteomic analysis revealed an enrichment of several oxygenases/dehydrogenases in benzoate-grown cells, indicative of the higher carbon reduction of benzoate. Moreover, the upregulation of all 14 proteins implicated in benzoate degradation via the catechol ortho-cleavage pathway was observed, while several stress-response proteins were increased to aid cells to cope with benzoate toxicity. Unexpectedly, citrate posed more challenges than benzoate in the maintenance of pH homeostasis, as indicated by the enhancement of the Na+/H+ antiporter and carbonic anhydrase. The study provides important mechanistic insights into Pseudomonas adaptation to varying carbon sources that are of great relevance to bioremediation efforts.
- Published
- 2013
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27. Comparability analysis of anti-CD20 commercial (rituximab) and RNAi-mediated fucosylated antibodies by two LC-MS approaches.
- Author
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Li C, Rossomando A, Wu SL, and Karger BL
- Subjects
- Antibodies, Monoclonal, Murine-Derived biosynthesis, Antibodies, Monoclonal, Murine-Derived genetics, Antibodies, Monoclonal, Murine-Derived immunology, Fucose genetics, Fucose immunology, Glycosylation, Humans, Point Mutation, Protein Engineering methods, Protein Structure, Quaternary, Protein Structure, Tertiary, Rituximab, Antibodies, Monoclonal, Murine-Derived chemistry, Fucose chemistry, Mass Spectrometry, RNA Interference
- Abstract
In developing biosimilar or biobetter products, comparability to the reference product is required to claim similar integrity or intended purpose. In this work, an anti-CD20 monoclonal antibody developed using RNA interference to decrease core fucosylation (RNAi-mediated) was comprehensively characterized by LC-MS and compared with the commercially-available anti-CD20 rituximab (MabThera (®) ). As anticipated, < 30% core fucose was found within the RNAi-produced molecule (compared with > 90% in rituximab), and the reduction in fucose resulting in a significant improvement in FcγRΙΙΙa binding and antibody-dependent cell-mediated cytotoxicity. Two mutations, S258Y (fully mutated) and F174I/L (partially mutated), however, were detected in the production of the RNAi-mediated molecule. An alternative LC-MS approach using dimethyl labeling (i.e., 2CH 2 for rituximab and 2CD 2 for the RNAi-mediated molecule) was developed to additionally compare the two mAbs and confirm the full sequence with the two mutation sites. Furthermore, disulfide linkages were found to be the same for the two antibodies, with a small portion of unpaired cysteines in both products. Disulfides were correctly linked if the samples were prepared at low pH (i.e., enzymatic digestion by pepsin at pH 2); however, trace amounts of scrambling were found by trypsin digestion at pH 6.8, and this scrambling increased significantly at pH 8. Typical modifications, such as pyro-Glu formation at the N-terminus, K clipping at the C-terminus, oxidation at Met, and deamidation at Asn, were also detected with no significant differences between the two products. Using the LC-MS approaches for the comparability study, product integrity with critical structure information was revealed for confirmation of intended purpose (core fucosylation), identification of critical parameters (e.g., sample pH), and correction as needed (amino acid mutation).
- Published
- 2013
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28. In-depth characterization of N-linked oligosaccharides using fluoride-mediated negative ion microfluidic chip LC-MS.
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Ni W, Bones J, and Karger BL
- Subjects
- Animals, Chromatography, Liquid methods, Humans, Mice, Oligosaccharides analysis, Fluorides chemistry, Microfluidics methods, Oligosaccharides chemistry, Spectrometry, Mass, Electrospray Ionization methods, Tandem Mass Spectrometry methods
- Abstract
Characterization of N-glycans by liquid chromatography-positive electrospray ionization (ESI) tandem mass spectrometry (LC-MS/MS) using a microfluidic chip packed with porous graphitized carbon (PGC) represents a rapidly developing area in oligosaccharide analysis. Positive ion ESI-MS generates B/Y-type glycosidic fragment ions under collisional-induced dissociation (CID). Although these ions facilitate glycan sequencing, they provide little information on linkage and positional isomers. Isomer identification in these cases is by retention on the PGC stationary phase where the specific structural isomers can, in principle, be separated. In this paper, we broaden the applicability of the PGC microfluidic chip/MS platform by implementing fluoride-mediated negative ESI-MS. Ammonium fluoride, added to the mobile phase, aids in the formation of pseudomolecular oligosaccharide anions due to the ability of fluoride to abstract a proton from the glycan structure. The negative charge results in the generation of C-type glycosidic fragments, highly informative A-type cross-ring fragment ions, and additional gas-phase ion reaction products (e.g., D- and E-type ions), which, when combined, lead to in-depth oligosaccharide characterization, including linkage and positional isomers. Due to the separation of anomers by the PGC phase, comparison of oligosaccharides with an intact reducing terminus to their experimentally prepared corresponding alditols was performed, revealing a more sensitive MS and, especially, MS/MS analysis from the glycans with a free reducing end. Fluoride also ensured recovery of charged oligosaccharides from the PGC stationary phase. Application to the characterization of N-glycans released from polyclonal human and murine serum IgG is presented to demonstrate the effectiveness of the chip/negative ESI approach.
- Published
- 2013
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29. Evaluation of exogenous siRNA addition as a metabolic engineering tool for modifying biopharmaceuticals.
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Tummala S, Titus M, Wilson L, Wang C, Ciatto C, Thill G, Foster D, Li C, Szabo Z, Guttman A, Bettencourt B, Jayaraman M, Deroot J, Kocisko D, Pollard S, Charisse K, Kuchimanchi S, Hinkle G, Milstein S, Meyers R, Wu SL, Karger BL, and Rossomando A
- Subjects
- Animals, Antibodies, Monoclonal genetics, Antibodies, Monoclonal immunology, Antibody-Dependent Cell Cytotoxicity, Cell Line, Fucosyltransferases genetics, Fucosyltransferases metabolism, Gene Silencing, Humans, Metabolic Engineering instrumentation, Protein Processing, Post-Translational, RNA, Small Interfering metabolism, Antibodies, Monoclonal metabolism, Metabolic Engineering methods, RNA, Small Interfering genetics
- Abstract
Traditional metabolic engineering approaches, including homologous recombination, zinc-finger nucleases, and short hairpin RNA, have previously been used to generate biologics with specific characteristics that improve efficacy, potency, and safety. An alternative approach is to exogenously add soluble small interfering RNA (siRNA) duplexes, formulated with a cationic lipid, directly to cells grown in shake flasks or bioreactors. This approach has the following potential advantages: no cell line development required, ability to tailor mRNA silencing by adjusting siRNA concentration, simultaneous silencing of multiple target genes, and potential temporal control of down regulation of target gene expression. In this study, we demonstrate proof of concept of the siRNA feeding approach as a metabolic engineering tool in the context of increasing monoclonal antibody (MAb) afucosylation. First, potent siRNA duplexes targeting fut8 and gmds were dosed into shake flasks with cells that express an anti-CD20 MAb. Dose response studies demonstrated the ability to titrate the silencing effect. Furthermore, siRNA addition resulted in no deleterious effects on cell growth, final protein titer, or specific productivity. In bioreactors, antibodies produced by cells following siRNA treatment exhibited improved functional characteristics compared to antibodies from untreated cells, including increased levels of afucosylation (63%), a 17-fold improvement in FCgRIIIa binding, and an increase in specific cell lysis by up to 30%, as determined in an Antibody-Dependent Cellular Cytoxicity (ADCC) assay. In addition, standard purification procedures effectively cleared the exogenously added siRNA and transfection agent. Moreover, no differences were observed when other key product quality structural attributes were compared to untreated controls. These results establish that exogenous addition of siRNA represents a potentially novel metabolic engineering tool to improve biopharmaceutical function and quality that can complement existing metabolic engineering methods., (Copyright © 2013 American Institute of Chemical Engineers.)
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- 2013
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30. Integrated proteomic analysis of major isoaspartyl-containing proteins in the urine of wild type and protein L-isoaspartate O-methyltransferase-deficient mice.
- Author
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Dai S, Ni W, Patananan AN, Clarke SG, Karger BL, and Zhou ZS
- Subjects
- Animals, Chromatography, High Pressure Liquid, Deamination, Mice, Mice, Knockout, Peptides analysis, Protein D-Aspartate-L-Isoaspartate Methyltransferase deficiency, Protein D-Aspartate-L-Isoaspartate Methyltransferase genetics, Proteins metabolism, Isoaspartic Acid metabolism, Protein D-Aspartate-L-Isoaspartate Methyltransferase metabolism, Proteins analysis, Proteomics, Tandem Mass Spectrometry
- Abstract
The formation of isoaspartyl residues (isoAsp or isoD) via either aspartyl isomerization or asparaginyl deamidation alters protein structure and potentially biological function. This is a spontaneous and nonenzymatic process, ubiquitous both in vivo and in nonbiological systems, such as in protein pharmaceuticals. In almost all organisms, protein L-isoaspartate O-methyltransferase (PIMT, EC2.1.1.77) recognizes and initiates the conversion of isoAsp back to aspartic acid. Additionally, alternative proteolytic and excretion pathways to metabolize isoaspartyl-containing proteins have been proposed but not fully explored, largely due to the analytical challenges for detecting isoAsp. We report here the relative quantitation and site profiling of isoAsp in urinary proteins from wild type and PIMT-deficient mice, representing products from excretion pathways. First, using a biochemical approach, we found that the total isoaspartyl level of proteins in urine of PIMT-deficient male mice was elevated. Subsequently, the major isoaspartyl protein species in urine from these mice were identified as major urinary proteins (MUPs) by shotgun proteomics. To enhance the sensitivity of isoAsp detection, a targeted proteomic approach using electron transfer dissociation-selected reaction monitoring (ETD-SRM) was developed to investigate isoAsp sites in MUPs. A total of 38 putative isoAsp modification sites in MUPs were investigated, with five derived from the deamidation of asparagine that were confirmed to contribute to the elevated isoAsp levels. Our findings lend experimental evidence for the hypothesized excretion pathway for isoAsp proteins. Additionally, the developed method opens up the possibility to explore processing mechanisms of isoaspartyl proteins at the molecular level, such as the fate of protein pharmaceuticals in circulation.
- Published
- 2013
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31. Complete mapping of a cystine knot and nested disulfides of recombinant human arylsulfatase A by multi-enzyme digestion and LC-MS analysis using CID and ETD.
- Author
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Ni W, Lin M, Salinas P, Savickas P, Wu SL, and Karger BL
- Subjects
- Amino Acid Sequence, Cerebroside-Sulfatase metabolism, Chromatography, Liquid methods, Cysteine metabolism, Disulfides metabolism, Humans, Mass Spectrometry methods, Molecular Sequence Data, Peptide Fragments analysis, Peptide Fragments metabolism, Peptide Hydrolases metabolism, Recombinant Proteins chemistry, Recombinant Proteins metabolism, Cerebroside-Sulfatase chemistry, Cysteine chemistry, Disulfides chemistry, Peptide Fragments chemistry, Peptide Mapping methods
- Abstract
Cystine knots or nested disulfides are structurally difficult to characterize, despite current technological advances in peptide mapping with high-resolution liquid chromatography coupled with mass spectrometry (LC-MS). In the case of recombinant human arylsulfatase A (rhASA), there is one cystine knot at the C-terminal, a pair of nested disulfides at the middle, and two out of three unpaired cysteines in the N-terminal region. The statuses of these cysteines are critical structure attributes for rhASA function and stability that requires precise examination. We used a unique approach to determine the status and linkage of each cysteine in rhASA, which was comprised of multi-enzyme digestion strategies (from Lys-C, trypsin, Asp-N, pepsin, and PNGase F) and multi-fragmentation methods in mass spectrometry using electron transfer dissociation (ETD), collision induced dissociation (CID), and CID with MS(3) (after ETD). In addition to generating desired lengths of enzymatic peptides for effective fragmentation, the digestion pH was optimized to minimize the disulfide scrambling. The disulfide linkages, including the cystine knot and a pair of nested cysteines, unpaired cysteines, and the post-translational modification of a cysteine to formylglycine, were all determined. In the assignment, the disulfide linkages were Cys138-Cys154, Cys143-Cys150, Cys282-Cys396, Cys470-Cys482, Cys471-Cys484, and Cys475-Cys481. For the unpaired cysteines, Cys20 and Cys276 were free cysteines, and Cys51 was largely converted to formylglycine (>70%). A successful methodology has been developed, which can be routinely used to determine these difficult-to-resolve disulfide linkages, ensuring drug function and stability.
- Published
- 2013
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32. Reversion of the ErbB malignant phenotype and the DNA damage response.
- Author
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Runkle EA, Zhang H, Cai Z, Zhu Z, Karger BL, Wu SL, O'Rourke DM, Zhou Z, Wang Q, and Greene MI
- Subjects
- DNA, Neoplasm metabolism, Humans, Intracellular Signaling Peptides and Proteins genetics, Intracellular Signaling Peptides and Proteins metabolism, Phenotype, Radiation Tolerance, Tumor Cells, Cultured radiation effects, DNA Damage physiology, DNA Repair physiology, Oncogene Proteins v-erbB metabolism, Signal Transduction physiology
- Abstract
The ErbB or HER family is a group of membrane bound tyrosine kinase receptors that initiate signal transduction cascades, which are critical to a wide range of biological processes. When over-expressed or mutated, members of this kinase family form homomeric or heteromeric kinase assemblies that are involved in certain human malignancies. Targeted therapy evolved from studies showing that monoclonal antibodies to the ectodomain of ErbB2/neu would reverse the malignant phenotype. Unfortunately, tumors develop resistance to targeted therapies even when coupled with genotoxic insults such as radiation. Radiation treatment predominantly induces double strand DNA breaks, which, if not repaired, are potentially lethal to the cell. Some tumors are resistant to radiation treatment because they effectively repair double strand breaks. We and others have shown that even in the presence of ionizing radiation, active ErbB kinase signaling apparently enhances the repair process, such that transformed cells resist genotoxic signal induced cell death. We review here the current understanding of ErbB signaling and DNA double strand break repair. Some studies have identified a mechanism by which DNA damage is coordinated to assemblies of proteins that associate with SUN domain containing proteins. These assemblies represent a new target for therapy of resistant tumor cells., (Copyright © 2012 Elsevier Inc. All rights reserved.)
- Published
- 2012
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33. Sialic acid speciation using capillary electrophoresis: optimization of analyte derivatization and separation.
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Szabo Z, Bones J, Guttman A, Glick J, and Karger BL
- Subjects
- Aminoacridines chemistry, Animals, Cattle, Humans, Lasers, Neuraminic Acids analysis, Orosomucoid metabolism, Spectrometry, Fluorescence, Spectrometry, Mass, Electrospray Ionization, Electrophoresis, Capillary, N-Acetylneuraminic Acid analysis
- Abstract
Capillary electrophoresis with laser induced fluorescence detection (CE-LIF) was employed for rapid sialic acid speciation, facilitating the quantitative determination of N-glycolylneuraminic acid (Neu5Gc) and N-acetylneuraminic acid (Neu5Ac) on glycoproteins. Derivatization of the sialic acids with 2-aminoacridone (2-AMAC), using classical reductive amination in a nonaqueous solvent, led to the spontaneous decarboxylation of the sialic acid residues as determined by CE-LIF and offline mass spectrometric analysis. Modification of both the labeling conditions, to drive the decarboxylation reaction to completion and the CE-LIF parameters to separate the neutral species by complexation with a neutral coated capillary and borate reversed polarity, led to a robust platform for the rapid, sensitive, and quantitative speciation of sialic acids. The method can readily be used for quality control of recombinant biopharmaceuticals.
- Published
- 2012
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34. Structural and biological features of FOXP3 dimerization relevant to regulatory T cell function.
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Song X, Li B, Xiao Y, Chen C, Wang Q, Liu Y, Berezov A, Xu C, Gao Y, Li Z, Wu SL, Cai Z, Zhang H, Karger BL, Hancock WW, Wells AD, Zhou Z, and Greene MI
- Subjects
- Acetylation drug effects, Amino Acid Sequence, Animals, DNA Mutational Analysis, Forkhead Transcription Factors ultrastructure, Humans, Jurkat Cells, Leucine Zippers, Lysine metabolism, Mice, Models, Molecular, Molecular Sequence Data, Mutation genetics, Protein Binding drug effects, Protein Multimerization drug effects, Protein Structure, Secondary, Repressor Proteins metabolism, Structure-Activity Relationship, T-Lymphocytes, Regulatory drug effects, Transforming Growth Factor beta pharmacology, Zinc Fingers, Forkhead Transcription Factors chemistry, Forkhead Transcription Factors metabolism, Protein Multimerization immunology, T-Lymphocytes, Regulatory immunology
- Abstract
FOXP3 is a key transcription factor for regulatory T cell function. We report the crystal structure of the FOXP3 coiled-coil domain, through which a loose or transient dimeric association is formed and modulated, accounting for the activity variations introduced by disease-causing mutations or posttranslational modifications. Structure-guided mutagenesis revealed that FOXP3 coiled-coil-mediated homodimerization is essential for Treg function in vitro and in vivo. In particular, we identified human FOXP3 K250 and K252 as key residues for the conformational change and stability of the FOXP3 dimer, which can be regulated by protein posttranslational modifications such as reversible lysine acetylation. These studies provide structural and mechanistic explanations for certain disease-causing mutations in the coiled-coil domain of FOXP3 that are commonly found in IPEX syndrome. Overall, the regulatory machinery involving homooligomerization, acetylation, and heteroassociation has been dissected, defining atomic insights into the biological and pathological characteristics of the FOXP3 complex., (Copyright © 2012 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2012
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35. Ultrasensitive capillary electrophoretic analysis of potentially immunogenic carbohydrate residues in biologics: galactose-α-1,3-galactose containing oligosaccharides.
- Author
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Szabo Z, Guttman A, Bones J, Shand RL, Meh D, and Karger BL
- Subjects
- Animals, Antibodies, Monoclonal immunology, Carbohydrates immunology, Galactose immunology, Glycoside Hydrolases metabolism, Mice, Oligosaccharides immunology, Oligosaccharides metabolism, Carbohydrates chemistry, Electrophoresis, Capillary methods, Galactose chemistry, Oligosaccharides chemistry
- Abstract
With the recent growth of the global monoclonal antibody market, ultrasensitive techniques are required for rapid analysis of possible immunogenic residues, such as galactose-α-1,3-galactose (α-1,3-Gal) on therapeutic proteins expressed in murine or CHO cell lines. We report a capillary electrophoretic approach in conjunction with exoglycosidase digestion for structural elucidation of IgG N-glycans containing the above immunogenic epitope. The method uses commercially available reagents and instrumentation, thus making it readily available for implementation and validation within the biotechnology industry. The method was first evaluated using polyclonal mouse IgG N-glycans which are known to contain α-1,3-Gal containing epitopes. High reproducibility in migration time enabled determination of GU values for five α-1,3-Gal containing structures when the data from all samples analyzed was combined. The method was successfully applied to the analysis of a NCI reference standard monoclonal antibody and two development phase monoclonal antibodies. The limit of detection and limit of quantitation were 1 and 2 μg of intact protein IgG starting material, respectively, further indicating the high sensitivity of the described method.
- Published
- 2012
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36. Integrated proteomic, transcriptomic, and biological network analysis of breast carcinoma reveals molecular features of tumorigenesis and clinical relapse.
- Author
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Imielinski M, Cha S, Rejtar T, Richardson EA, Karger BL, and Sgroi DC
- Subjects
- Adolescent, Adult, Aged, Breast Neoplasms mortality, Breast Neoplasms pathology, Carcinoma, Ductal mortality, Carcinoma, Ductal pathology, Case-Control Studies, Epithelium metabolism, Female, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Gene Regulatory Networks, Humans, Kaplan-Meier Estimate, Laser Capture Microdissection, Middle Aged, Proportional Hazards Models, Protein Interaction Maps, Proteome genetics, Proteomics, ROC Curve, Young Adult, Breast Neoplasms metabolism, Carcinoma, Ductal metabolism, Cell Transformation, Neoplastic metabolism, Gene Expression, Neoplasm Recurrence, Local metabolism, Proteome metabolism
- Abstract
Gene and protein expression changes observed with tumorigenesis are often interpreted independently of each other and out of context of biological networks. To address these limitations, this study examined several approaches to integrate transcriptomic and proteomic data with known protein-protein and signaling interactions in estrogen receptor positive (ER+) breast cancer tumors. An approach that built networks from differentially expressed proteins and identified among them networks enriched in differentially expressed genes yielded the greatest success. This method identified a set of genes and proteins linking pathways of cellular stress response, cancer metabolism, and tumor microenvironment. The proposed network underscores several biologically intriguing events not previously studied in the context of ER+ breast cancer, including the overexpression of p38 mitogen-activated protein kinase and the overexpression of poly(ADP-ribose) polymerase 1. A gene-based expression signature biomarker built from this network was significantly predictive of clinical relapse in multiple independent cohorts of ER+ breast cancer patients, even after correcting for standard clinicopathological variables. The results of this study demonstrate the utility and power of an integrated quantitative proteomic, transcriptomic, and network analysis approach to discover robust and clinically meaningful molecular changes in tumors.
- Published
- 2012
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37. Structure of Sad1-UNC84 homology (SUN) domain defines features of molecular bridge in nuclear envelope.
- Author
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Zhou Z, Du X, Cai Z, Song X, Zhang H, Mizuno T, Suzuki E, Yee MR, Berezov A, Murali R, Wu SL, Karger BL, Greene MI, and Wang Q
- Subjects
- Amino Acid Sequence, Crystallography, X-Ray, Cytoskeleton metabolism, HEK293 Cells, Humans, Microfilament Proteins chemistry, Microfilament Proteins metabolism, Models, Molecular, Molecular Sequence Data, Nerve Tissue Proteins chemistry, Nerve Tissue Proteins metabolism, Nuclear Proteins chemistry, Nuclear Proteins metabolism, Protein Multimerization, Protein Structure, Quaternary, Protein Structure, Tertiary, Intracellular Signaling Peptides and Proteins chemistry, Intracellular Signaling Peptides and Proteins metabolism, Membrane Proteins chemistry, Membrane Proteins metabolism, Nuclear Envelope chemistry, Nuclear Envelope metabolism
- Abstract
The SUN (Sad1-UNC-84 homology) domain is conserved in a number of nuclear envelope proteins involved in nuclear migration, meiotic telomere tethering, and antiviral responses. The LINC (linker of nucleoskeleton and cytoskeleton) complex, formed by the SUN and the nesprin proteins at the nuclear envelope, serves as a mechanical linkage across the nuclear envelope. Here we report the crystal structure of the SUN2 protein SUN domain, which reveals a homotrimer. The SUN domain is sufficient to mediate binding to the KASH (Klarsicht, ANC-1, and Syne homology) domain of nesprin 2, and the regions involved in the interaction have been identified. Binding of the SUN domain to the KASH domain is abolished by deletion of a region important for trimerization or by point mutations associated with nuclear migration failure. We propose a model of the LINC complex, where the SUN and the KASH domains form a higher ordered oligomeric network in the nuclear envelope. These findings provide the structural basis for understanding the function and the regulation of the LINC complex.
- Published
- 2012
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38. Development of a Chip/Chip/SRM platform using digital chip isoelectric focusing and LC-Chip mass spectrometry for enrichment and quantitation of low abundance protein biomarkers in human plasma.
- Author
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Rafalko A, Dai S, Hancock WS, Karger BL, and Hincapie M
- Subjects
- Amino Acid Sequence, Animals, Biomarkers blood, Blood Proteins isolation & purification, Cattle, Chromatography, Liquid methods, Female, Humans, Immunosorbent Techniques, Isoelectric Focusing methods, Limit of Detection, Linear Models, Male, Mass Spectrometry methods, Molecular Sequence Data, Peptide Fragments analysis, Prostate-Specific Antigen analysis, Prostate-Specific Antigen isolation & purification, Proteomics instrumentation, Proteomics methods, Reproducibility of Results, Trypsin chemistry, Blood Proteins analysis, Chromatography, Liquid instrumentation, Isoelectric Focusing instrumentation, Mass Spectrometry instrumentation, Protein Array Analysis instrumentation
- Abstract
Protein biomarkers are critical for diagnosis, prognosis, and treatment of disease. The transition from protein biomarker discovery to verification can be a rate limiting step in clinical development of new diagnostics. Liquid chromatography-selected reaction monitoring mass spectrometry (LC-SRM MS) is becoming an important tool for biomarker verification studies in highly complex biological samples. Analyte enrichment or sample fractionation is often necessary to reduce sample complexity and improve sensitivity of SRM for quantitation of clinically relevant biomarker candidates present at the low ng/mL range in blood. In this paper, we describe an alternative method for sample preparation for LC-SRM MS, which does not rely on availability of antibodies. This new platform is based on selective enrichment of proteotypic peptides from complex biological peptide mixtures via isoelectric focusing (IEF) on a digital ProteomeChip (dPC) for SRM quantitation using a triple quadrupole (QQQ) instrument with an LC-Chip (Chip/Chip/SRM). To demonstrate the value of this approach, the optimization of the Chip/Chip/SRM platform was performed using prostate specific antigen (PSA) added to female plasma as a model system. The combination of immunodepletion of albumin and IgG with peptide fractionation on the dPC, followed by SRM analysis, resulted in a limit of quantitation of PSA added to female plasma at the level of ∼1-2.5 ng/mL with a CV of ∼13%. The optimized platform was applied to measure levels of PSA in plasma of a small cohort of male patients with prostate cancer (PCa) and healthy matched controls with concentrations ranging from 1.5 to 25 ng/mL. A good correlation (r(2) = 0.9459) was observed between standard clinical ELISA tests and the SRM-based assay. Our data demonstrate that the combination of IEF on the dPC and SRM (Chip/Chip/SRM) can be successfully applied for verification of low abundance protein biomarkers in complex samples.
- Published
- 2012
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39. Discovery of lung cancer biomarkers by profiling the plasma proteome with monoclonal antibody libraries.
- Author
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Guergova-Kuras M, Kurucz I, Hempel W, Tardieu N, Kádas J, Malderez-Bloes C, Jullien A, Kieffer Y, Hincapie M, Guttman A, Csánky E, Dezso B, Karger BL, and Takács L
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Animals, Antibodies, Monoclonal chemistry, Antibody Specificity, Area Under Curve, Biomarkers, Tumor immunology, Carcinoma, Non-Small-Cell Lung diagnosis, Case-Control Studies, Complement Factor H immunology, Complement Factor H metabolism, Female, Glycoproteins blood, Glycoproteins immunology, Haptoglobins immunology, Haptoglobins metabolism, Humans, Immunoassay methods, Lung Neoplasms diagnosis, Male, Mice, Mice, Inbred BALB C, Middle Aged, Proteomics, ROC Curve, Young Adult, alpha 1-Antichymotrypsin blood, alpha 1-Antichymotrypsin immunology, Antibodies, Monoclonal metabolism, Biomarkers, Tumor blood, Carcinoma, Non-Small-Cell Lung blood, Early Detection of Cancer methods, Lung Neoplasms blood, Proteome metabolism
- Abstract
A challenge in the treatment of lung cancer is the lack of early diagnostics. Here, we describe the application of monoclonal antibody proteomics for discovery of a panel of biomarkers for early detection (stage I) of non-small cell lung cancer (NSCLC). We produced large monoclonal antibody libraries directed against the natural form of protein antigens present in the plasma of NSCLC patients. Plasma biomarkers associated with the presence of lung cancer were detected via high throughput ELISA. Differential profiling of plasma proteomes of four clinical cohorts, totaling 301 patients with lung cancer and 235 healthy controls, identified 13 lung cancer-associated (p < 0.05) monoclonal antibodies. The monoclonal antibodies recognize five different cognate proteins identified using immunoprecipitation followed by mass spectrometry. Four of the five antigens were present in non-small cell lung cancer cells in situ. The approach is capable of generating independent antibodies against different epitopes of the same proteins, allowing fast translation to multiplexed sandwich assays. Based on these results, we have verified in two independent clinical collections a panel of five biomarkers for classifying patient disease status with a diagnostics performance of 77% sensitivity and 87% specificity. Combining CYFRA, an established cancer marker, with the panel resulted in a performance of 83% sensitivity at 95% specificity for stage I NSCLC.
- Published
- 2011
- Full Text
- View/download PDF
40. Microproteomic analysis of 10,000 laser captured microdissected breast tumor cells using short-range sodium dodecyl sulfate-polyacrylamide gel electrophoresis and porous layer open tubular liquid chromatography tandem mass spectrometry.
- Author
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Thakur D, Rejtar T, Wang D, Bones J, Cha S, Clodfelder-Miller B, Richardson E, Binns S, Dahiya S, Sgroi D, and Karger BL
- Subjects
- Animals, Cell Line, Tumor, Cluster Analysis, Cytological Techniques methods, Female, Hepatocytes, Humans, Laser Capture Microdissection, Lymph Nodes, Mice, Peptide Fragments, Porosity, Proteins analysis, Proteins chemistry, Proteins classification, Reproducibility of Results, Breast Neoplasms metabolism, Chromatography, Liquid methods, Electrophoresis, Polyacrylamide Gel methods, Proteomics methods, Tandem Mass Spectrometry methods
- Abstract
Precise proteomic profiling of limited levels of disease tissue represents an extremely challenging task. Here, we present an effective and reproducible microproteomic workflow for sample sizes of only 10,000 cells that integrates selective sample procurement via laser capture microdissection (LCM), sample clean-up and protein level fractionation using short-range SDS-PAGE, followed by ultrasensitive LC-MS/MS analysis using a 10 μm i.d. porous layer open tubular (PLOT) column. With 10,000 LCM captured mouse hepatocytes for method development and performance assessment, only 10% of the in-gel digest, equivalent to ∼1000 cells, was needed per LC-MS/MS analysis. The optimized workflow was applied to the differential proteomic analysis of 10,000 LCM collected primary and metastatic breast cancer cells from the same patient. More than 1100 proteins were identified from each injection with >1700 proteins identified from three LCM samples of 10,000 cells from the same patient (1123 with at least two unique peptides). Label free quantitation (spectral counting) was performed to identify differential protein expression between the primary and metastatic cell populations. Informatics analysis of the resulting data indicated that vesicular transport and extracellular remodeling processes were significantly altered between the two cell types. The ability to extract meaningful biological information from limited, but highly informative cell populations demonstrates the significant benefits of the described microproteomic workflow., (Copyright © 2011 Elsevier B.V. All rights reserved.)
- Published
- 2011
- Full Text
- View/download PDF
41. Rapid high-resolution characterization of functionally important monoclonal antibody N-glycans by capillary electrophoresis.
- Author
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Szabo Z, Guttman A, Bones J, and Karger BL
- Subjects
- Animals, Antibodies, Monoclonal immunology, Antibody-Dependent Cell Cytotoxicity, CHO Cells, Cricetinae, Cricetulus, Glycosylation, Antibodies, Monoclonal analysis, Electrophoresis, Capillary methods, Polysaccharides immunology
- Abstract
Characterization of the N-glycosylation present in the Fc region of therapeutic monoclonal antibodies requires rapid, high-resolution separation methods to guarantee product safety and efficacy during all stages of process development. Determination of fucosylated oligosaccharides is particularly important during clone selection, product characterization, and lot release as fucose has been shown to adversely affect the ability of mAbs to induce antibody dependent cellular cytotoxicity (ADCC). Here, we apply a general capillary electrophoresis optimization strategy to separate functionally relevant fucosylated and afucosylated glycans on mononclonal antibody products in the presence of several high mannose oligosaccharides. The N-glycans chosen represent those most commonly reported on CHO cell derived therapeutic antibodies. A rapid (<7 min) high-resolution separation of 12 commonly reported and functionally important IgG glycans was developed by systematically evaluating the effects of selectivity (boric acid) and efficiency (linear polyacrylamide) enhancing additives. The approach can be used to rapidly optimize capillary electrophoresis separation of other glycan mixtures. Following optimization, the method was applied to overnight sample processing for automated 96 well plate-based glycosylation analyses of two nonproprietary therapeutic monoclonal antibodies, demonstrating ruggedness and suitability for high-throughput process and product monitoring applications.
- Published
- 2011
- Full Text
- View/download PDF
42. 2D-LC analysis of BRP 3 erythropoietin N-glycosylation using anion exchange fractionation and hydrophilic interaction UPLC reveals long poly-N-acetyl lactosamine extensions.
- Author
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Bones J, McLoughlin N, Hilliard M, Wynne K, Karger BL, and Rudd PM
- Subjects
- Amino Acid Sequence, Asparagine chemistry, Chromatography, High Pressure Liquid standards, Chromatography, Ion Exchange methods, Chromatography, Ion Exchange standards, Erythropoietin metabolism, Erythropoietin standards, Glycosylation, Hydrophobic and Hydrophilic Interactions, Mass Spectrometry methods, Molecular Sequence Data, Peptide Mapping, Sialic Acids analysis, Chromatography, High Pressure Liquid methods, Erythropoietin chemistry, Polysaccharides analysis
- Abstract
Post-translational modifications, in particular glycosylation, represent critical structural attributes that govern both the pharmacodynamic and pharmacokinetic properties of therapeutic glycoproteins. To guarantee safety and efficacy of recombinant therapeutics, characterization of glycosylation present is a regulatory requirement. In the current paper, we applied a multidimensional strategy comprising a shallow anion exchange gradient in the first dimension, followed by analysis using the recently introduced 1.7 μm HILIC phase in the second dimension for the comprehensive separation of complex N-glycans present on the European Biological Reference Preparation (BRP) 3 erythropoietin standard. Tetra-antennary glycans with multiple sialic acids and poly-N-acetyl lactosamine extensions were the most abundant oligosaccharides present on the molecule. Site-specific glycan analysis was performed to examine microheterogeneity. Tetra-antennary glycans with up to four sialic acids and up to five poly-N-acetyl lactosamine extensions were observed at asparagine 24 and 83, while biantennary glycans were the major structures at asparagine 38. The combined AEC x UPLC HILIC allows for the rapid and comprehensive analysis of complex N-glycosylation present on therapeutic glycoproteins, such as BRP3 erythropoietin.
- Published
- 2011
- Full Text
- View/download PDF
43. Histone deacetylase activity is necessary for left-right patterning during vertebrate development.
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Carneiro K, Donnet C, Rejtar T, Karger BL, Barisone GA, Díaz E, Kortagere S, Lemire JM, and Levin M
- Subjects
- Animals, Epigenesis, Genetic, Histone Deacetylase Inhibitors metabolism, Histone Deacetylases genetics, In Situ Hybridization, Proteome analysis, Repressor Proteins metabolism, Serotonin metabolism, Signal Transduction physiology, Xenopus Proteins genetics, Xenopus laevis physiology, Body Patterning physiology, Embryonic Development physiology, Gene Expression Regulation, Developmental, Histone Deacetylases metabolism, Organogenesis physiology, Xenopus Proteins metabolism, Xenopus laevis anatomy & histology, Xenopus laevis embryology
- Abstract
Background: Consistent asymmetry of the left-right (LR) axis is a crucial aspect of vertebrate embryogenesis. Asymmetric gene expression of the TGFβ superfamily member Nodal related 1 (Nr1) in the left lateral mesoderm plate is a highly conserved step regulating the situs of the heart and viscera. In Xenopus, movement of maternal serotonin (5HT) through gap-junctional paths at cleavage stages dictates asymmetry upstream of Nr1. However, the mechanisms linking earlier biophysical asymmetries with this transcriptional control point are not known., Results: To understand how an early physiological gradient is transduced into a late, stable pattern of Nr1 expression we investigated epigenetic regulation during LR patterning. Embryos injected with mRNA encoding a dominant-negative of Histone Deacetylase (HDAC) lacked Nr1 expression and exhibited randomized sidedness of the heart and viscera (heterotaxia) at stage 45. Timing analysis using pharmacological blockade of HDACs implicated cleavage stages as the active period. Inhibition during these early stages was correlated with an absence of Nr1 expression at stage 21, high levels of heterotaxia at stage 45, and the deposition of the epigenetic marker H3K4me2 on the Nr1 gene. To link the epigenetic machinery to the 5HT signaling pathway, we performed a high-throughput proteomic screen for novel cytoplasmic 5HT partners associated with the epigenetic machinery. The data identified the known HDAC partner protein Mad3 as a 5HT-binding regulator. While Mad3 overexpression led to an absence of Nr1 transcription and randomized the LR axis, a mutant form of Mad3 lacking 5HT binding sites was not able to induce heterotaxia, showing that Mad3's biological activity is dependent on 5HT binding., Conclusion: HDAC activity is a new LR determinant controlling the epigenetic state of Nr1 from early developmental stages. The HDAC binding partner Mad3 may be a new serotonin-dependent regulator of asymmetry linking early physiological asymmetries to stable changes in gene expression during organogenesis.
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- 2011
- Full Text
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44. Characterization and comparison of disulfide linkages and scrambling patterns in therapeutic monoclonal antibodies: using LC-MS with electron transfer dissociation.
- Author
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Wang Y, Lu Q, Wu SL, Karger BL, and Hancock WS
- Subjects
- Chromatography, Liquid, Electron Transport, Mass Spectrometry, Antibodies, Monoclonal chemistry, Disulfides chemistry
- Abstract
The disulfides in three monoclonal antibodies (mAb), the anti-HER2, anti-CD11a, and GLP-1 with IgG4-Fc fusion protein, were completely mapped by LC-MS with the combination of electron-transfer dissociation (ETD) and collision induced dissociation (CID) fragmentation. In addition to mapping the 4 inter- and 12 intrachain disulfides (total 16), the identification of scrambled disulfides in degraded samples (heat-stress) was achieved. The scrambling was likely attributed to an initial breakage between the light (Cys 214) and heavy (Cys 223) chains in anti-HER2, with the same observation found in a similar therapeutic mAb, anti-CD11a. On the other hand, the fusion antibody, with no light chain but containing only two heavy chains, generated much less scrambling under the same heat-stressed conditions. The preferred sites of scrambling were identified, such as the intrachain disulfide for CxxC in the heavy chain, and the C194 of the heavy chain pairing with the terminal Cys residue (C214) in the light chain. The interchain disulfides between the light and heavy chains were weaker than the interchain disulfides between the two heavy chains. The relative high abundance ions observed in ETD provided strong evidence for the linked peptide information, which was particularly useful for the identification of the scrambled disulfides. The use of sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) helped the separation of these misfolded proteins for the determination of scrambled disulfide linkages. This methodology is useful for comparison of disulfide stability generated from different structural designs and providing a new way to determine the scrambling patterns, which could be applied for those seeking to determine unknown disulfide linkages., (© 2011 American Chemical Society)
- Published
- 2011
- Full Text
- View/download PDF
45. Ultrasensitive characterization of site-specific glycosylation of affinity-purified haptoglobin from lung cancer patient plasma using 10 μm i.d. porous layer open tubular liquid chromatography-linear ion trap collision-induced dissociation/electron transfer dissociation mass spectrometry.
- Author
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Wang D, Hincapie M, Rejtar T, and Karger BL
- Subjects
- Amino Acid Sequence, Binding Sites, Glycosylation, Haptoglobins chemistry, Humans, Immunoprecipitation, Isomerism, Molecular Sequence Data, Peptide Fragments chemistry, Peptide Fragments isolation & purification, Peptide Fragments metabolism, Porosity, Substrate Specificity, Chromatography, Liquid methods, Haptoglobins isolation & purification, Haptoglobins metabolism, Lung Neoplasms blood, Mass Spectrometry methods
- Abstract
Site-specific analysis of protein glycosylation is important for biochemical and clinical research efforts. Glycopeptide analysis using liquid chromatography-collision-induced dissociation/electron transfer dissociation mass spectrometry (LC-CID/ETD-MS) allows simultaneous characterization of the glycan structure and attached peptide site. However, due to the low ionization efficiency of glycopeptides during electrospray ionization, 200-500 fmol of sample per injection is needed for a single LC-MS run, which makes it challenging for the analysis of limited amounts of glycoprotein purified from biological matrixes. To improve the sensitivity of LC-MS analysis for glycopeptides, an ultranarrow porous layer open tubular (PLOT) LC column (2.5 m × 10 μm i.d.) was coupled to a linear ion trap (LTQ) collision-induced dissociation/electron transfer dissociation mass spectrometer to provide sensitive analysis of N-linked protein glycosylation heterogeneity. The potential of the developed method is demonstrated by the characterization of site-specific glycosylation using haptoglobin (Hpt) as a model protein. To limit the amount of haptoglobin to low picomole amounts of protein, we affinity purified it from 1 μL of pooled lung cancer patient plasma. A total of 26 glycoforms/glycan compositions on three Hpt tryptic glycopeptides were identified and quantified from 10 LC-MS runs with a consumption of 100 fmol of Hpt digest (13 ng of protein, 10 fmol per injection). Included in this analysis was the determination of the glycan occupancy level. At this sample consumption level, the high sensitivity of the PLOT LC-LTQ-CID/ETD-MS system allowed glycopeptide identification and structure determination, along with relative quantitation of glycans presented on the same peptide backbone, even for low abundant glycopeptides at the ∼100 amol level. The PLOT LC-MS system is shown to have sufficient sensitivity to allow characterization of site-specific protein glycosylation from trace levels of glycosylated proteins.
- Published
- 2011
- Full Text
- View/download PDF
46. In situ proteomic analysis of human breast cancer epithelial cells using laser capture microdissection: annotation by protein set enrichment analysis and gene ontology.
- Author
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Cha S, Imielinski MB, Rejtar T, Richardson EA, Thakur D, Sgroi DC, and Karger BL
- Subjects
- Adolescent, Adult, Aged, Biomarkers, Tumor analysis, Breast Neoplasms genetics, Breast Neoplasms metabolism, Epithelial Cells metabolism, Female, Gene Expression Profiling methods, Gene Expression Regulation, Neoplastic, Humans, Middle Aged, Oligonucleotide Array Sequence Analysis, Young Adult, Breast Neoplasms chemistry, Breast Neoplasms pathology, Epithelial Cells chemistry, Lasers, Microdissection methods, Proteome analysis, Proteomics methods
- Abstract
Identification of molecular signatures that allow detection of the transition from normal breast epithelial cells to malignant invasive cells is a critical component in the development of diagnostic, therapeutic, and preventative strategies for human breast cancer. Substantial efforts have been devoted to deciphering breast cancer etiology at the genome level, but only a limited number of studies have appeared at the proteome level. In this work, we compared individual in situ proteome profiles of nonpatient matched nine noncancerous, normal breast epithelial (NBE) samples with nine estrogen receptor (ER)-positive (luminal subtype), invasive malignant breast epithelial (MBE) samples by combining laser capture microdissection (LCM) and quantitative shotgun proteomics. A total of 12,970 unique peptides were identified from the 18 samples, and 1623 proteins were selected for quantitative analysis using spectral index (SpI) as a measure of protein abundance. A total of 298 proteins were differentially expressed between NBE and MBE at 95% confidence level, and this differential expression correlated well with immunohistochemistry (IHC) results reported in the Human Protein Atlas (HPA) database. To assess pathway level patterns in the observed expression changes, we developed protein set enrichment analysis (PSEA), a modification of a well-known approach in gene expression analysis, Gene Set Enrichment Analysis (GSEA). Unlike single gene-based functional term enrichment analyses that only examines pathway overrepresentation of proteins above a given significance threshold, PSEA applies a weighted running sum statistic to the entire expression data to discover significantly enriched protein groups. Application of PSEA to the expression data in this study revealed not only well-known ER-dependent and cellular morphology-dependent protein abundance changes, but also significant alterations of downstream targets for multiple transcription factors (TFs), suggesting a role for specific gene regulatory pathways in breast tumorigenesis. A parallel GOMiner analysis revealed both confirmatory and complementary data to PSEA. The combination of the two annotation approaches yielded extensive biological feature mapping for in depth analysis of the quantitative proteomic data.
- Published
- 2010
- Full Text
- View/download PDF
47. Analysis of isoaspartic Acid by selective proteolysis with Asp-N and electron transfer dissociation mass spectrometry.
- Author
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Ni W, Dai S, Karger BL, and Zhou ZS
- Subjects
- Amino Acid Sequence, Amyloid chemistry, Cytochromes c chemistry, Electron Transport, Molecular Sequence Data, Chromatography, High Pressure Liquid methods, Isoaspartic Acid analysis, Mass Spectrometry methods, Metalloendopeptidases metabolism
- Abstract
A ubiquitous yet underappreciated protein post-translational modification, isoaspartic acid (isoAsp, isoD, or beta-Asp), generated via the deamidation of asparagine or isomerization of aspartic acid in proteins, plays a diverse and crucial role in aging, as well as autoimmune, cancer, neurodegeneration, and other diseases. In addition, formation of isoAsp is a major concern in protein pharmaceuticals, as it may lead to aggregation or activity loss. The scope and significance of isoAsp have, up to now, not been fully explored, as an unbiased screening of isoAsp at low abundance remains challenging. This difficulty is due to the subtle difference in the physicochemical properties between isoAsp and Asp, e.g., identical mass. In contrast, endoprotease Asp-N (EC 3.4.24.33) selectively cleaves aspartyl peptides but not the isoaspartyl counterparts. As a consequence, isoaspartyl peptides can be differentiated from those containing Asp and also enriched by Asp-N digestion. Subsequently, the existence and site of isoaspartate can be confirmed by electron transfer dissociation (ETD) mass spectrometry. As little as 0.5% of isoAsp was detected in synthetic beta-amyloid and cytochrome c peptides, even though both were initially assumed to be free of isoAsp. Taken together, our approach should expedite the unbiased discovery of isoAsp.
- Published
- 2010
- Full Text
- View/download PDF
48. Characterization of the glycosylation occupancy and the active site in the follow-on protein therapeutic: TNK-tissue plasminogen activator.
- Author
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Jiang H, Wu SL, Karger BL, and Hancock WS
- Subjects
- Amino Acid Substitution, Catalytic Domain, Electrophoresis, Polyacrylamide Gel, Glycopeptides analysis, Glycosylation, Mutagenesis, Site-Directed, Tissue Plasminogen Activator genetics, Tissue Plasminogen Activator metabolism, Trypsin metabolism, Chromatography, High Pressure Liquid methods, Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization methods, Tissue Plasminogen Activator chemistry
- Abstract
TNK-tPA products from the innovator and follow-on manufacturers were characterized and compared. All tryptic peptides including N-terminal, C-terminal, and mutated peptides as well as the disulfide-linked peptides were identified, with the demonstration of the same primary sequence and disulfide linkages between the innovator and follow-on products. The three N-linked and one O-linked fucose glycosylation sites were identified. The two N-linked fucose sites (N103 and N448) and one O-linked fucose site (T61) were fully glycosylated in both innovator and follow-on products. The other N-linked site (N184) was partially glycosylated and exhibited a approximately 2.5-fold difference between the innovator (60% occupancy) and follow-on (25% occupancy) products. Since the glycosylation occupancy at this site is known to affect biological activity in the clot lysis assay, this observed difference could cause a concern as to their bioequivalence. The cleavage site for the conversion of the zymogen form to active enzyme was also identified between R275 and I276, with a cleavage of 40% for the innovator and 10% for the follow-on products. Both the glycosylation occupancy (%) and the chain cleavage (%) were determined by two independent approaches, starting from either the peptide or intact protein separation, with consistent results by both methods. Subtle differences of modifications such as deamidation and oxidation between the innovator and biosimilar products were shown at M207, M445, M490 and N58, N184. The observation of different extents of oxidation at M207 and deamidation at N184, which could influence the clot lysis activity, were also of potential concern in drug efficacy between the follow-on and innovator products.
- Published
- 2010
- Full Text
- View/download PDF
49. Identification of the unpaired cysteine status and complete mapping of the 17 disulfides of recombinant tissue plasminogen activator using LC-MS with electron transfer dissociation/collision induced dissociation.
- Author
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Wu SL, Jiang H, Hancock WS, and Karger BL
- Subjects
- Amino Acid Sequence, Chromatography, Liquid methods, Glycosylation, Molecular Sequence Data, Recombinant Proteins chemistry, Cysteine chemistry, Disulfides chemistry, Mass Spectrometry methods, Tissue Plasminogen Activator chemistry
- Abstract
Recombinant tissue plasminogen (rt-PA) with 35 cysteine residues has been completely assigned by mapping the 17 disulfide linkages and the unpaired cysteine. The result is consistent with the prediction from homology except for the unassigned cysteine, which was identified at Cys83. This cysteine was found to be blocked and paired with either a glutathione or cysteine residue in an approximately 60:40 ratio, respectively. The analysis was conducted using a multifragmentation approach consisting of electron transfer dissociation (ETD) and collision induced dissociation (CID), in combination with a multienzyme digestion strategy (Lys-C, trypsin, and Glu-C). The disulfide-linked peptides, even those containing N- or O-linked glycosylation, could be assigned since the disulfide bonds were still preferably cleaved over the glycosidic cleavages under ETD fragmentation. The use of a multiple and sequential enzymatic digestion strategy was important in producing fragment sizes suitable for analysis. For the analysis of complex intertwined disulfides, the use of CID-MS(3) to target partially disulfide-dissociated peptides from the ETD fragmentation was necessary for linkage assignment. The ability to identify the exact location and status of the unpaired cysteine (free or blocked with a glutathione or cysteine) could shed light on the activation of rt-PA, upon stimulation by either oxidative or ischemic stress.
- Published
- 2010
- Full Text
- View/download PDF
50. Antigen identification and characterization of lung cancer specific monoclonal antibodies produced by mAb proteomics.
- Author
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Wang D, Hincapie M, Guergova-Kuras M, Kadas J, Takacs L, and Karger BL
- Subjects
- Adult, Animals, Antibodies, Monoclonal immunology, Antigens immunology, Antigens metabolism, Biomarkers, Tumor chemistry, Biomarkers, Tumor metabolism, Blotting, Western, Electrophoresis, Polyacrylamide Gel, Glycoproteins blood, Glycoproteins immunology, Glycosylation, Haptoglobins chemistry, Haptoglobins metabolism, Humans, Lung Neoplasms blood, Male, Mass Spectrometry, Mice, Middle Aged, Antibodies, Monoclonal biosynthesis, Antigens chemistry, Lung Neoplasms immunology, Proteomics methods
- Abstract
A mass spectrometric (MS)-based strategy for antigen (Ag) identification and characterization of globally produced monoclonal antibodies (mAbs) is described. Mice were immunized with a mixture of native glycoproteins, isolated from the pooled plasma of patients with nonsmall cell lung cancer (NSCLC), to generate a library of IgG-secreting hybridomas. Prior to immunization, the pooled NSCLC plasma was subjected to 3-sequential steps of affinity fractionation, including high abundant plasma protein depletion, glycoprotein enrichment, and polyclonal antibody affinity chromatography normalization. In this paper, to demonstrate the high quality of the globally produced mAbs, we selected 3 mAbs of high differentiating power against a matched, pooled normal plasma sample. After production of large quantities of the mAbs from ascites fluids, Ag identification was achieved by immunoaffinity purification, SDS-PAGE, Western blotting, and MS analysis of in-gel digest products. One antigen was found to be complement factor H, and the other two were mapped to different subunits of haptoglobin (Hpt). The 2 Hpt mAbs were characterized in detail to assess the quality of the mAbs produced by the global strategy. The affinity of one of the mAbs to the Hpt native tetramer form was found to have a K(D) of roughly 10(-9) M and to be 2 orders of magnitude lower than the reduced form, demonstrating the power of the mAb proteomics technology in generating mAbs to the natural form of the proteins in blood. The binding of this mAb to the beta-chain of haptoglobin was also dependent on glycosylation on this chain. The characterization of mAbs in this work reveals that the global mAb proteomics process can generate high-quality lung cancer specific mAbs capable of recognizing proteins in their native state.
- Published
- 2010
- Full Text
- View/download PDF
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