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Mouchbahani-Constance S, Sharif-Naeini R. Proteomic and Transcriptomic Techniques to Decipher the Molecular Evolution of Venoms. Toxins (Basel) 2021; 13:154. [PMID: 33669432 PMCID: PMC7920473 DOI: 10.3390/toxins13020154] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 02/06/2021] [Accepted: 02/10/2021] [Indexed: 12/24/2022] Open
Abstract
Nature's library of venoms is a vast and untapped resource that has the potential of becoming the source of a wide variety of new drugs and therapeutics. The discovery of these valuable molecules, hidden in diverse collections of different venoms, requires highly specific genetic and proteomic sequencing techniques. These have been used to sequence a variety of venom glands from species ranging from snakes to scorpions, and some marine species. In addition to identifying toxin sequences, these techniques have paved the way for identifying various novel evolutionary links between species that were previously thought to be unrelated. Furthermore, proteomics-based techniques have allowed researchers to discover how specific toxins have evolved within related species, and in the context of environmental pressures. These techniques allow groups to discover novel proteins, identify mutations of interest, and discover new ways to modify toxins for biomimetic purposes and for the development of new therapeutics.
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Affiliation(s)
| | - Reza Sharif-Naeini
- Department of Physiology and Cell Information Systems Group, Alan Edwards Center for Research on Pain, McGill University, Montreal, QC H3A 0G4, Canada;
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2
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Nicolardi S, Kilgour DPA, Dolezal N, Drijfhout JW, Wuhrer M, van der Burgt YEM. Evaluation of Sibling and Twin Fragment Ions Improves the Structural Characterization of Proteins by Top-Down MALDI In-Source Decay Mass Spectrometry. Anal Chem 2020; 92:5871-5881. [PMID: 32212639 PMCID: PMC7178258 DOI: 10.1021/acs.analchem.9b05683] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
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Comprehensive determination
of primary sequence and identification
of post-translational modifications (PTMs) are key elements in protein
structural analysis. Various mass spectrometry (MS) based fragmentation
techniques are powerful approaches for mapping both the amino acid
sequence and PTMs; one of these techniques is matrix-assisted laser
desorption/ionization (MALDI), combined with in-source decay (ISD)
fragmentation and Fourier-transform ion cyclotron resonance (FT-ICR)
MS. MALDI-ISD MS protein analysis involves only minimal sample preparation
and does not require spectral deconvolution. The resulting MALDI-ISD
MS data is complementary to electrospray ionization-based MS/MS sequencing
readouts, providing knowledge on the types of fragment ions is available.
In this study, we evaluate the isotopic distributions of z′ ions in protein top-down MALDI-ISD FT-ICR mass spectra and
show why these distributions can deviate from theoretical profiles
as a result of co-occurring and isomeric z and y-NH3 ions. Two synthetic peptides, containing
either normal or deuterated alanine residues, were used to confirm
the presence and unravel the identity of isomeric z and y-NH3 fragment ions (“twins”).
Furthermore, two reducing MALDI matrices, namely 1,5-diaminonaphthalene
and N-phenyl-p-phenylenediamine
were applied that yield ISD mass spectra with different fragment ion
distributions. This study demonstrates that the relative abundance
of isomeric z and y-NH3 ions requires consideration for accurate and confident assignments
of z′ ions in MALDI-ISD FT-ICR mass spectra.
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Affiliation(s)
- Simone Nicolardi
- Center for Proteomics & Metabolomics, Leiden University Medical Center, Leiden 2333, ZA, The Netherlands
| | - David P A Kilgour
- Department of Chemistry, Nottingham Trent University, Nottingham NG11 0JN, United Kingdom
| | - Natasja Dolezal
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden 2333, ZA, The Netherlands
| | - Jan W Drijfhout
- Department of Immunohematology and Blood Transfusion, Leiden University Medical Center, Leiden 2333, ZA, The Netherlands
| | - Manfred Wuhrer
- Center for Proteomics & Metabolomics, Leiden University Medical Center, Leiden 2333, ZA, The Netherlands
| | - Yuri E M van der Burgt
- Center for Proteomics & Metabolomics, Leiden University Medical Center, Leiden 2333, ZA, The Netherlands
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3
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Velichko NV, Pinevich AV. Classification and Identification Tasks in Microbiology: Mass Spectrometric Methods Coming to the Aid. Microbiology (Reading) 2019. [DOI: 10.1134/s0026261719050151] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Disulfide bond characterization of human factor Xa by mass spectrometry through protein-level partial reduction. J Pharm Biomed Anal 2016; 132:238-246. [PMID: 27771573 DOI: 10.1016/j.jpba.2016.10.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Revised: 09/28/2016] [Accepted: 10/05/2016] [Indexed: 01/15/2023]
Abstract
Protein-level partial reduction was investigated as a novel sample preparation technique to characterize proteins with cystine knots or complex disulfide linkages. Human Factor Xa containing twelve disulfide bonds was selected as a model protein to demonstrate this methodology. Five in twelve disulfide linkages were characterized through conventional non-reduced samples while the other seven disulfide linkages containing cystine knots were successfully characterized though partially reduced samples. Each disulfide linkage was confirmed through product ions generated by an UPLC-ESI QTOF MS system equipped with data independent collision-induced dissociation (CID) acquisition. Free cysteines in the sample were also determined in this study.
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5
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Pan S, Carter CJ, Raikhel NV. Understanding protein trafficking in plant cells through proteomics. Expert Rev Proteomics 2014; 2:781-92. [PMID: 16209656 DOI: 10.1586/14789450.2.5.781] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The functions of approximately one-third of the proteins encoded by the Arabidopsis thaliana genome are completely unknown. Moreover, many annotations of the remainder of the genome supply tentative functions, at best. Knowing the ultimate localization of these proteins, as well as the pathways used for getting there, may provide clues as to their functions. The putative localization of most proteins currently relies on in silico-based bioinformatics approaches, which, unfortunately, often result in erroneous predictions. Emerging proteomics techniques coupled with other systems biology approaches now provide researchers with a plethora of methods for elucidating the final location of these proteins on a large scale, as well as the ability to dissect protein-sorting pathways in plants.
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Affiliation(s)
- Songqin Pan
- WM Keck Proteomics Laboratory, Center for Plant Cell Biology, Botany & Plant Sciences, University of California, Riverside, CA 92521, USA.
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6
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Electrospray ionization mass spectrometry: a technique to access the information beyond the molecular weight of the analyte. Int J Anal Chem 2011; 2012:282574. [PMID: 22611397 PMCID: PMC3348530 DOI: 10.1155/2012/282574] [Citation(s) in RCA: 268] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2011] [Revised: 10/23/2011] [Accepted: 11/09/2011] [Indexed: 01/12/2023] Open
Abstract
The Electrospray Ionization (ESI) is a soft ionization technique extensively used for production of gas phase ions (without fragmentation) of thermally labile large supramolecules. In the present review we have described the development of Electrospray Ionization mass spectrometry (ESI-MS) during the last 25 years in the study of various properties of different types of biological molecules. There have been extensive studies on the mechanism of formation of charged gaseous species by the ESI. Several groups have investigated the origin and implications of the multiple charge states of proteins observed in the ESI-mass spectra of the proteins. The charged analytes produced by ESI can be fragmented by activating them in the gas-phase, and thus tandem mass spectrometry has been developed, which provides very important insights on the structural properties of the molecule. The review will highlight recent developments and emerging directions in this fascinating area of research.
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7
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Mandal SM, Migliolo L, Franco OL, Ghosh AK. Identification of an antifungal peptide from Trapa natans fruits with inhibitory effects on Candida tropicalis biofilm formation. Peptides 2011; 32:1741-7. [PMID: 21736910 DOI: 10.1016/j.peptides.2011.06.020] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2011] [Revised: 06/21/2011] [Accepted: 06/21/2011] [Indexed: 10/18/2022]
Abstract
Due to recent emergence of fungal pathogens resistant to current antifungal therapies, several studies have been focused on screening of plant peptides to find novel compounds having antifungal activities. Here, a novel antifungal plant peptide, with molecular mass of 1230 Da was purified from fruits of Trapa natans by reverse phase high performance liquid chromatography using 300SB-C18 column and named as Tn-AFP1. Determination of complete amino acid sequences of this peptide by tandem mass spectrometry showed to contain following eleven amino acid residues: LMCTHPLDCSN. Purified Tn-AFP1 showed the inhibition of Candida tropicalis growth in vitro and disrupted the biofilm formation in a concentration dependent manner. It also showed downregulation of MDR1 and ERG11 gene expression in real time-PCR analysis. In silico molecular modeling predicted the structure of Tn-AFP1 as a single coil attached by a unique disulfide bond. Characterization of Tn-AFP1 could contribute in designing novel derivative(s) of this peptide for the development of more effective antimycotic compounds.
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Affiliation(s)
- Santi M Mandal
- Central Research Facility, Department of Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur 721302, WB, India. sm
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8
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Gauri SS, Mandal SM, Pati BR, Dey S. Purification and structural characterization of a novel antibacterial peptide from Bellamya bengalensis: activity against ampicillin and chloramphenicol resistant Staphylococcus epidermidis. Peptides 2011; 32:691-6. [PMID: 21262297 DOI: 10.1016/j.peptides.2011.01.014] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2010] [Revised: 01/03/2011] [Accepted: 01/03/2011] [Indexed: 11/17/2022]
Abstract
Increasing tendency of clinical bacterial strains resistant to conventional antibiotics has being a great challenge to the public's health. Antimicrobial peptides, a new class of antibiotics is known to have the activity against a wide range of bacteria resistant to conventional antibiotics. An antimicrobial peptide of 1676 Da was purified from Bellamya bengalensis, a fresh water snail, using ultrafiltration and reversed phase liquid chromatography. The effect of this peptide on Staphylococcus epidermidis resistant to ampicillin and chloramphenicol was investigated; the MIC and MBC values were 8 μg/ml and 16 μg/ml, respectively. Complete sequence of the peptide was determined by tandem mass spectrometry (MS/MS). Further, peptide net charge, hydrophobicity and molecular modeling were evaluated in silico for better understanding the probable mechanisms of action. The peptide showed the specificity to bacterial membranes. Hence, this reported peptide revealed a promising candidate to contribute in the development of therapeutic agent for Staphylococcal infections.
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Affiliation(s)
- Samiran S Gauri
- Central Research Facility, Indian Institute of Technology Kharagpur, Kharagpur 721302, WB, India
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9
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Lorenzen K, van Duijn E. Native mass spectrometry as a tool in structural biology. ACTA ACUST UNITED AC 2011; Chapter 17:Unit17.12. [PMID: 21104986 DOI: 10.1002/0471140864.ps1712s62] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Native mass spectrometry (native MS) gives information about the composition, topological arrangements, dynamics, and structural properties of protein complexes. The mass range is principally unlimited and highly dynamic, allowing the detection of small subunits and large complexes within the same measurement. The amount of protein needed for an analysis is, compared to most other structural biology methods, very low. This unit provides an introduction to native MS. It starts with an explanation of the basic method and details on how to measure intact proteins and protein complexes, and continues with the study of dynamics and complex stability in the gas phase. The final section discusses the most recent extension to the native MS field, ion mobility, which allows the direct assessment of the structural properties of the complexes of interest.
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10
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Abstract
The protein therapeutics market is one of the highest growing segments of the pharmaceutical industry with an estimated global market value of $77 billion by 2011 (Global Protein Therapeutics Market report by RNCOS: Delhi, India, 2009). This growth has been fueled by several advantages that protein drugs can offer such as higher specificity, reduced side effects, and faster development time compared to small molecule drugs. Major pharmaceutical companies are strategically shifting gears toward protein therapeutics and gradually increasing the biologics portion of their pipelines. Consequently, in the present pharmaceutical industry, there is a rapid growth in the number and types of protein structural mass spectrometry analyses, particularly during the discovery phase where an abundance of new drug candidates are being investigated. This perspective article discusses the role of protein structural mass spectrometry during the discovery of protein therapeutics with focus on recombinant protein production quality control and structural biology applications. The current challenges in technologies associated with this field and the analytical prospects for the future direction will be also discussed.
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Affiliation(s)
- Yeoun Jin Kim
- Gene Expression and Protein Biochemistry, Applied Biotechnologies, Bristol-Myers Squibb, P.O. Box 4000, Princeton, New Jersey 08543, USA.
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11
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Pedreschi R, Hertog M, Lilley KS, Nicolaï B. Proteomics for the Food Industry: Opportunities and Challenges. Crit Rev Food Sci Nutr 2010; 50:680-92. [DOI: 10.1080/10408390903044214] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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12
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Abstract
The combination of nanodiamond (ND) with biomolecular mass spectrometry (MS) makes rapid, sensitive detection of biopolymers from complex biosamples feasible. Due to its chemical inertness, optical transparency and biocompatibility, the advantage of NDs in MS study is unique. Furthermore, functionalization on the surfaces of NDs expands their application in the fields of proteomics and genomics for specific requirements greatly. This review presents methods of MS analysis based on solid phase extraction and elution on NDs and different application examples including peptide, protein, DNA, glycan and others. Owing to the quick development of nanotechnology, surface chemistry, new MS methods and the intense interest in proteomics and genomics, a huge increase of their applications in biomolecular MS analysis in the near future can be predicted.
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Affiliation(s)
- Xianglei Kong
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14850, USA
- The State Key Laboratory of Elemento-organic Chemistry, Nankai University, Tianjin 300071, China
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +1-607-255-3726; Fax: +1-607-255-4137
| | - Ping Cheng
- The School of Environmental and Chemical Engineering, Shanghai University, Shanghai 200444, China; E-Mail:
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13
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Mandal SM, Dey S, Mandal M, Sarkar S, Maria-Neto S, Franco OL. Identification and structural insights of three novel antimicrobial peptides isolated from green coconut water. Peptides 2009; 30:633-7. [PMID: 19111587 DOI: 10.1016/j.peptides.2008.12.001] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2008] [Revised: 11/27/2008] [Accepted: 12/02/2008] [Indexed: 11/20/2022]
Abstract
Infections caused by pathogenic bacteria could cause an expressive negative impact on human health. A significant enhance in resistance to commercial antibiotics has been observed in all kinds of pathogenic bacteria. In order to find novel approaches to control such common infections, a wide number of defense peptides with bactericidal properties have been characterized. In this report, three peptides lower than 3kDa were purified and identified from green coconut (Cocos nucifera L.) water by using reversed phase-high performance liquid chromatography (HPLC), showing molecular masses of 858Da, 1249Da and 950Da. First one, named Cn-AMP1, was extremely efficient against both Gram-positive and Gram-negative bacteria, being MICs calculated for three peptides. All complete sequences were determined by MALDI-ToF analysis showing no identity in databanks. Moreover, peptide net charge and hydrophobicity of each peptide was in silico evaluated. Finally molecular modeling and dynamics were also applied generating peptides three-dimensional structures, indicating a better explanation to probable mechanisms of action. Cn-AMPs here reported show remarkable potential to contribute in the development of novel antibiotics from natural sources.
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Affiliation(s)
- Santi M Mandal
- Department of Biotechnology, Indian Institute of Technology, West-Bengal, India
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15
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Fukui K, Takahata Y, Nakagawa N, Kuramitsu S, Masui R. Analysis of a nuclease activity of catalytic domain of Thermus thermophilus MutS2 by high-accuracy mass spectrometry. Nucleic Acids Res 2007; 35:e100. [PMID: 17686785 PMCID: PMC1976465 DOI: 10.1093/nar/gkm575] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Electrospray ionization with Fourier-transform ion cyclotron resonance mass spectrometry (ESI-FT ICR MS) is a powerful tool for analyzing the precise structural features of biopolymers, including oligonucleotides. Here, we described the detailed characterization of a newly discovered nuclease activity of the C-terminal domain of Thermus thermophilus MutS2 (ttMutS2). Using this method, the length, nucleotide content and nature of the 5'- and 3'-termini of the product oligonucleotides were accurately identified. It is revealed that the C-terminal domain of ttMutS2 incised the phosphate backbone of oligodeoxynucleotides non-sequence-specifically at the 3' side of the phosphates. The simultaneous identification of the innumerable fragments was achieved by the extremely high-accuracy of ESI-FT ICR MS.
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Affiliation(s)
- Kenji Fukui
- RIKEN SPring-8 Center, Harima Institute, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148 and Department of Biological Sciences, Graduate School of Science, Osaka University, 1-1, Machikaneyama-cho, Toyonaka, Osaka 560-0043, Japan
| | - Yoshio Takahata
- RIKEN SPring-8 Center, Harima Institute, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148 and Department of Biological Sciences, Graduate School of Science, Osaka University, 1-1, Machikaneyama-cho, Toyonaka, Osaka 560-0043, Japan
| | - Noriko Nakagawa
- RIKEN SPring-8 Center, Harima Institute, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148 and Department of Biological Sciences, Graduate School of Science, Osaka University, 1-1, Machikaneyama-cho, Toyonaka, Osaka 560-0043, Japan
| | - Seiki Kuramitsu
- RIKEN SPring-8 Center, Harima Institute, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148 and Department of Biological Sciences, Graduate School of Science, Osaka University, 1-1, Machikaneyama-cho, Toyonaka, Osaka 560-0043, Japan
| | - Ryoji Masui
- RIKEN SPring-8 Center, Harima Institute, 1-1-1 Kouto, Sayo-cho, Sayo-gun, Hyogo 679-5148 and Department of Biological Sciences, Graduate School of Science, Osaka University, 1-1, Machikaneyama-cho, Toyonaka, Osaka 560-0043, Japan
- *To whom correspondence should be addressed.+81 06 6850 5433+81 06 6850 5442
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Srebalus Barnes CA, Lim A. Applications of mass spectrometry for the structural characterization of recombinant protein pharmaceuticals. MASS SPECTROMETRY REVIEWS 2007; 26:370-88. [PMID: 17410555 DOI: 10.1002/mas.20129] [Citation(s) in RCA: 111] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Therapeutic proteins produced using recombinant DNA technologies are generally complex, heterogeneous, and subject to a variety of enzymatic or chemical modifications during expression, purification, and long-term storage. The use of mass spectrometry (MS) for the evaluation of recombinant protein sequence and structure provides detailed information regarding amino acid modifications and sequence alterations that have the potential to affect the safety and activity of therapeutic protein products. General MS approaches for the characterization of recombinant therapeutic protein products will be reviewed with particular attention given to the standard MS tools available in most biotechnology laboratories. A number of recent examples will be used to illustrate the utility of MS strategies for evaluation of recombinant protein heterogeneity resulting from post-translational modifications (PTMs), sequence variations generated from proteolysis or transcriptional/translational errors, and degradation products which are formed during processing or final product storage. Specific attention will be given to the MS characterization of monoclonal antibodies as a model system for large, glycosylated, recombinant proteins. Detailed examples highlighting the use of MS for the analysis of monoclonal antibody glycosylation, deamidation, and disulfide mapping will be used to illustrate the application of these techniques to a wide variety of heterogeneous therapeutic protein products. The potential use of MS to support the selection of cell line/clone selection and formulation development for therapeutic antibody products will also be discussed.
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18
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White WL, Wagner CD, Hall JT, Chaney EE, George B, Hofmann K, Miller LAD, Williams JD. Protein open-access liquid chromatography/mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2005; 19:241-249. [PMID: 15609371 DOI: 10.1002/rcm.1776] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Each year increasing numbers of proteins are submitted for routine characterization by liquid chromatography/mass spectrometry (LC/MS). This paper reports a solution that transforms routine LC/MS analysis of proteins into a fully automated process that significantly reduces analyst intervention. The solution developed, protein open-access (OA) LC/MS, consists of web-enabled sample submission and registration, automated data processing, data interpretation, and report generation. Sample submissions and results are recorded in a LIMS that utilizes an Oracle database. The protein sequence is captured during the sample submission process, stored in the database, and utilized to determine the theoretical protein molecular weight. This calculated mass is used to set the parameters for transformation of the mass-to-charge spectra to the mass domain and evaluate the presence or absence of the desired protein. Three protein OA-LC/MS instruments have been deployed in our facility to support protein characterization, purification, and modification efforts.
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Affiliation(s)
- Wendy L White
- Discovery Research, GlaxoSmithKline, Research Triangle Park, NC 27709, USA
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19
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Nielsen ML, Savitski MM, Kjeldsen F, Zubarev RA. Physicochemical Properties Determining the Detection Probability of Tryptic Peptides in Fourier Transform Mass Spectrometry. A Correlation Study. Anal Chem 2004; 76:5872-7. [PMID: 15456309 DOI: 10.1021/ac049571q] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Sequence verification and mapping of posttranslational modifications require nearly 100% sequence coverage in the "bottom-up" protein analysis. Even in favorable cases, routine liquid chromatography-mass spectrometry detects from protein digests peptides covering 50-90% of the sequence. Here we investigated the reasons for limited peptide detection, considering various physicochemical aspects of peptide behavior in liquid chromatography-Fourier transform mass spectrometry (LC-FTMS). No overall correlation was found between the detection probability and peptide mass. In agreement with literature data, the signal increased with peptide hydrophobicity. Surprisingly, the pI values exhibited an opposite trend, with more acidic tryptic peptides detected with higher probability. A mixture of synthesized peptides of similar masses confirmed the hydrophobicity dependence but showed strong positive correlation between pI and signal response. An explanation of this paradoxal behavior was found through the observation that more acidic tryptic peptide lengths tend to be longer. Longer peptides tend to acquire higher average charge state in positive mode electrospray ionization than more basic but shorter counterparts. The induced-current detection in FTMS favors ions in higher charge states, thus providing the observed pI-FTMS signal anticorrelation.
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Affiliation(s)
- Michael L Nielsen
- Laboratory for Biological and Medical Mass Spectrometry, Uppsala University, Sweden.
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20
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Seo J, Lee KJ. Post-translational modifications and their biological functions: proteomic analysis and systematic approaches. BMB Rep 2004; 37:35-44. [PMID: 14761301 DOI: 10.5483/bmbrep.2004.37.1.035] [Citation(s) in RCA: 162] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Recently produced information on post-translational modifications makes it possible to interpret their biological regulation with new insights. Various protein modifications finely tune the cellular functions of each protein. Understanding the relationship between post-translational modifications and functional changes ("post-translatomics") is another enormous project, not unlike the human genome project. Proteomics, combined with separation technology and mass spectrometry, makes it possible to dissect and characterize the individual parts of post-translational modifications and provide a systemic analysis. Systemic analysis of post-translational modifications in various signaling pathways has been applied to illustrate the kinetics of modifications. Availability will advance new technologies that improve sensitivity and peptide coverage. The progress of "post-translatomics", novel analytical technologies that are rapidly emerging, offer a great potential for determining the details of the modification sites.
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Affiliation(s)
- Jawon Seo
- Center for Cell Signaling Research, Division of Molecular Life Sciences and College of Pharmacy, Ewha Womans University, Seoul 120-750, Korea
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21
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Ge Y, Lawhorn BG, ElNaggar M, Sze SK, Begley TP, McLafferty FW. Detection of four oxidation sites in viral prolyl-4-hydroxylase by top-down mass spectrometry. Protein Sci 2004; 12:2320-6. [PMID: 14500890 PMCID: PMC2366917 DOI: 10.1110/ps.03244403] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Oxidative inactivation is a common problem for enzymatic reactions that proceed via iron oxo intermediates. In an investigation of the inactivation of a viral prolyl-4-hydroxylase (26 kD), electrospray mass spectrometry (MS) directly shows the degree of oxidation under varying experimental conditions, but indicates the addition at most of three oxygen atoms per molecule. Thus, molecular ion masses (M + nO) of one sample indicate the oxygen atom adducts n = 0, 1, 2, 3, and 4 of 35, 41, 19, 5 +/- 3, and <2%, respectively; "top-down" MS/MS of these ions show oxidation at the sites R(28)-V(31), E(95)-F(107), and K(216) of 22%, 28%, and 34%, respectively, but with a possible (approximately 4%) fourth site at V(125)-D(150). However, for the doubly oxidized molecular ions (increasing the precursor oxygen content from 0.94 to 2), MS/MS showed an easily observable approximately 13% oxygen at the V(125)-D(150) site. For the "bottom-up" approach, detection of the approximately 4% oxidation at the V(125)-D(150) site by MS analysis of a proteolysis mixture would have been very difficult. The unmodified peptide containing this site would represent a few percent of the proteolysis mixture; the oxidized peptide not only would be just approximately 4% of this, but the uniqueness of its mass value (approximately 1-2 kD) would be far less than the 11,933 Dalton value used here. Using different molecular ion precursors for top-down MS/MS also provides kinetic data from a single sample, that is, from molecular ions with 0.94 and 2 oxygens. Little oxidation occurs at V(125)-D(150) until K(216) is oxidized, suggesting that these are competitively catalyzed by the iron center; among several prolyl-4-hydroxylases the K(216), H(137), and D(139) are conserved residues.
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Affiliation(s)
- Ying Ge
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853, USA
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22
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Touboul D, Halgand F, Brunelle A, Kersting R, Tallarek E, Hagenhoff B, Laprévote O. Tissue Molecular Ion Imaging by Gold Cluster Ion Bombardment. Anal Chem 2004; 76:1550-9. [PMID: 15018551 DOI: 10.1021/ac035243z] [Citation(s) in RCA: 257] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The use of gold cluster focused ion beams produced by a liquid metal ion gun in a TOF-SIMS mass spectrometer is shown to dramatically enhance secondary ion emission of phospholipids and peptides. The method has been successfully tested with cells grown onto plastic slips and with mouse brain slices, without any treatment of the samples. Very reliable time-of-flight mass spectra are acquired with a low primary ion dose of a few 10(7) ions, and high lateral resolution molecular ion images are obtained for heavy ions of great biological interest. This approach offers new opportunities in pharmacological and biological research fields by localizing compounds of interest such as drugs or metabolites in tissues.
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Affiliation(s)
- David Touboul
- Institut de Chimie des Substances Naturelles, CNRS, Avenue de la Terrasse, 91198 Gif-sur-Yvette Cedex, France
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Zabrouskov V, Giacomelli L, van Wijk KJ, McLafferty FW. A New Approach for Plant Proteomics. Mol Cell Proteomics 2003; 2:1253-60. [PMID: 14506204 DOI: 10.1074/mcp.m300069-mcp200] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A recently developed methodology for the characterization of complex proteomes, top-down Fourier transform mass spectrometry (FTMS), is applied for the first time to a plant proteome, that of the model plant Arabidopsis thaliana. Of the 3000 proteins predicted by the genome sequence, 97 were recently identified in two separate "bottom-up" mass spectrometry studies in which the proteins were purified and digested and in which the mass spectrometry-measured mass values of the resulting peptides matched against those expected from the DNA-predicted proteins. In the top-down approach applied here, molecular ions from a protein mixture are purified, weighed exactly (+/-1 Da), and fragmented in the FTMS. Of the 22 molecular weight values found in three isolated mixtures, 7 were chosen, and their primary structures were fully characterized; in only one case was the bottom-up structure in full agreement. The top-down technique is not only efficient for identification of the DNA-predicted precursors, such as that of a protein present as a 5% mixture component, but also for characterization of the primary structure of the final protein. For two proteins the previously predicted cleavage site for loss of the signal peptide was found to be incorrect. Two 27-kDa proteins are fully characterized, although they are found to differ by only 12 residues and 6 Da in mass in a 3:1 ratio; the bottom-up studies did not distinguish these proteins. Direct tandem mass spectrometry dissociation of two 15-kDa molecular ions showed >90% sequence similarity, whereas three-stage mass spectrometry traced their +14-Da molecular mass discrepancies to an unusual N-methylation on the N-terminal amino group; the bottom-up approach identified only one precursor protein. The high potential of the top-down FTMS approach for characterization as well as identification of complex plant proteomes should provide a real incentive for its further automation.
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Affiliation(s)
- Vlad Zabrouskov
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853, USA
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24
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Huang RY, Boulton SJ, Vidal M, Almo SC, Bresnick AR, Chance MR. High-throughput expression, purification, and characterization of recombinant Caenorhabditis elegans proteins. Biochem Biophys Res Commun 2003; 307:928-34. [PMID: 12878200 DOI: 10.1016/s0006-291x(03)01265-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Modern proteomics approaches include techniques to examine the expression, localization, modifications, and complex formation of proteins in cells. In order to address issues of protein function in vitro using classical biochemical and biophysical approaches, high-throughput methods of cloning the appropriate reading frames, and expressing and purifying proteins efficiently are an important goal of modern proteomics approaches. This process becomes more difficult as functional proteomics efforts focus on the proteins from higher organisms, since issues of correctly identifying intron-exon boundaries and efficiently expressing and solubilizing the (often) multi-domain proteins from higher eukaryotes are challenging. Recently, 12,000 open-reading-frame (ORF) sequences from Caenorhabditis elegans have become available for functional proteomics studies [Nat. Gen. 34 (2003) 35]. We have implemented a high-throughput screening procedure to express, purify, and analyze by mass spectrometry hexa-histidine-tagged C. elegans ORFs in Escherichia coli using metal affinity ZipTips. We find that over 65% of the expressed proteins are of the correct mass as analyzed by matrix-assisted laser desorption MS. Many of the remaining proteins indicated to be "incorrect" can be explained by high-throughput cloning or genome database annotation errors. This provides a general understanding of the expected error rates in such high-throughput cloning projects. The ZipTip purified proteins can be further analyzed under both native and denaturing conditions for functional proteomics efforts.
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Affiliation(s)
- Raymond Y Huang
- Center for Synchrotron Biosciences, Albert Einstein College of Medicine, Bronx, NY 10461, USA
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25
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Lee KH, Chung HS, Kim HS, Oh SH, Ha MK, Baik JH, Lee S, Bang D. Human alpha-enolase from endothelial cells as a target antigen of anti-endothelial cell antibody in Behçet's disease. ARTHRITIS AND RHEUMATISM 2003; 48:2025-35. [PMID: 12847697 DOI: 10.1002/art.11074] [Citation(s) in RCA: 149] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE To identify and recombine a protein of the human dermal microvascular endothelial cell (HDMEC) that specifically reacts with anti-endothelial cell antibody (AECA) in the serum of patients with Behçet's disease (BD), and to evaluate the usefulness of this protein in BD. METHODS The proteomics technique, with 2-dimensional gel electrophoresis and matrix-assisted laser desorption ionization-time-of-flight (MALDI-TOF) mass spectrometry, was used to identify and recombine HDMEC antigen. Western blotting and enzyme-linked immunosorbent assay (ELISA) of recombinant protein isolated by gene cloning were performed on serum from healthy controls, patients with BD, and patients with other rheumatic diseases (rheumatoid arthritis, systemic lupus erythematosus, and Wegener's granulomatosis). RESULTS Eighteen of 40 BD patients had serum IgM antibody to HDMEC antigen. The purified protein that reacted with AECA in BD patient sera was found to be alpha-enolase by 2-dimensional gel electrophoresis followed by immunoblotting and MALDI-TOF mass spectrometry. Recombinant alpha-enolase protein was isolated and refined by gene cloning. On Western blots, AECA-positive IgM from the sera of patients with active BD reacted strongly with recombinant human alpha-enolase. BD patient sera positive for anti-alpha-enolase did not react with human gamma-enolase. On dot-blotting, reactivity to human alpha-enolase was detected only in the IgM-positive group. Fifteen of the 18 AECA-positive sera that were positive for the HDMEC antigen showed reactivity to recombinant alpha-enolase IgM antibody by ELISA. CONCLUSION The alpha-enolase protein is the target protein of serum AECA in BD patients. This is the first report of the presence of IgM antibodies to alpha-enolase in endothelial cells from the serum of BD patients. Although further studies relating this protein to the pathogenesis of BD will be necessary, alpha-enolase and its antibody may prove useful in the development of new diagnostic and treatment modalities in BD.
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Affiliation(s)
- Kwang Hoon Lee
- Cutaneous Biology Research Institute, and Brain Korea 21 Project for Medical Science, Yonsei University College of Medicine, Seoul, South Korea
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26
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Gelpí E. Contributions of liquid chromatography-mass spectrometry to "highlights" of biomedical research. J Chromatogr A 2003; 1000:567-81. [PMID: 12877189 DOI: 10.1016/s0021-9673(03)00601-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Combined chromatographic and mass spectrometric techniques and in particular liquid chromatography-mass spectrometry (LC-MS) have been contributing in a decisive way to the progress of life sciences in general. Thus, the number of document entries in the US National Library of Medicine (MEDLINE) for articles dealing with LC-MS was 738 in 1991 and 2285 in 2001, with a total of 13 147 for the whole 10-year period, an increase of 310%. From these figures, we can ascertain that the total usage of combined LC-MS techniques is of the order of 40% relative to all of the MS publications collected in MEDLINE for the same period. However, from the perspective of real advances in medicine, it becomes difficult to identify what is outstanding in this field. The aim of this review was not to provide another LC-MS review, but an overview of the current status of the presence, visibility and impact of combined LC-MS techniques in biomedical research. The idea being to spot "highlight" literature contributions with the potential to become in the short or medium term real assets in a doctor's daily medical practice. In other words, after several truly remarkable technical achievements reported within the past decade, are we any closer to making LC-MS a useful and practical diagnostic tool for molecular diagnostics and personalized medicine? To approach this question, a literature survey was carried out to define: (i) the presence of LC-MS in the biomedical literature (MEDLINE) and its weight relative to the whole field of biological and biomedical mass spectrometry; (ii) the role of LC-MS in recent milestone biomedical contributions; and (iii) the present and future role of new LC-MS technology in medical diagnosis.
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Affiliation(s)
- Emilio Gelpí
- Instituto de Investigaciones Biomedicas de Barcelona (IIBB), CSIC-IDIBAPS, Rosello 161-6o, 08036 Barcelona, Spain.
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27
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Schweppe RE, Haydon CE, Lewis TS, Resing KA, Ahn NG. The characterization of protein post-translational modifications by mass spectrometry. Acc Chem Res 2003; 36:453-61. [PMID: 12809532 DOI: 10.1021/ar020143l] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Most biological processes are regulated by post-translational modifications of proteins, and conditions that disrupt the regulation of such events can lead to disease. In the past decade, the identification and characterization of covalent modifications have been driven by advances in mass spectrometry. Here, we discuss current mass spectrometric and proteomic approaches for the identification of proteins and their covalent modifications, and we highlight high-throughput strategies for comprehensive analysis of cell proteomes.
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Affiliation(s)
- Rebecca E Schweppe
- Department of Chemistry and Biochemistry and Howard Hughes Medical Institute, University of Colorado, Boulder, Colorado 80309, USA
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28
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Inouye S, Nakamura M. Identification of biotinylated lysine residues in the photoprotein aequorin by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry peptide mapping after lysine-specific endopeptidase digestion. Anal Biochem 2003; 316:216-22. [PMID: 12711343 DOI: 10.1016/s0003-2697(03)00055-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A method for identifying modified lysine residues in a protein, using lysine-specific endopeptidase treatment followed by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS) peptide mapping, is described. As a model protein, the photoprotein aequorin was chosen and the N-hydroxysuccinimide ester of biotin was employed to chemically modify the lysine residues. After digestion with lysine-specific endopeptidase, the biotinylated residues of an amino terminus and five potential lysine residues were identified by MALDI-TOF-MS without any other separation procedure.
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Affiliation(s)
- Satoshi Inouye
- Yokohama Research Center, Chisso Corp., 5-1 Okawa, Kanazawa-ku, Japan.
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29
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Celli N, Motos-Gallardo A, Tamburro A, Favaloro B, Rotilio D. Liquid chromatography-electrospray mass spectrometry study of cysteine-10 S-glutathiolation in recombinant glutathione S-transferase of Ochrobactrum anthropi. J Chromatogr B Analyt Technol Biomed Life Sci 2003; 787:405-13. [PMID: 12650762 DOI: 10.1016/s1570-0232(02)00706-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Glutathione S-transferase of Ochrobactrum anthropi (OaGST), a bacterium isolated from soils contaminated by xenobiotic pollutants, was recently purified, cloned and characterised in our laboratories. The recombinant OaGST (rOaGST), highly expressed in Escherichia coli, when purified by glutathione-affinity chromatography and then analysed by electrospray ionisation mass spectrometry (ESI-MS), has evidenced a disulphide bond with glutathione (S-glutathiolation), which was removable by reduction with 2-mercaptoethanol. Enzymatic digestion of rOaGST with endoproteinase Glu-C, followed by liquid chromatography (LC)-ESI-MS analyses of the peptide mixtures under both reducing and not reducing conditions, have shown that glutathione was covalently bound to the Cys10 residue of rOaGST. Furthermore, LC-ESI-MS analyses of overexpressed rOaGST in Escherichia coli crude extracts, with and without incubation with glutathione, have not shown any S-glutathiolation of the recombinant enzyme.
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Affiliation(s)
- Nicola Celli
- G. Paone Environmental Health Center, Mario Negri Institute for Pharmacological Research, Consorzio Mario Negri Sud, Via Nazionale, 66030 Santa Maria Imbaro, Chieti, Italy.
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Mormann M, Peter-Katalinić J. Improvement of electron capture efficiency by resonant excitation. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2003; 17:2208-2214. [PMID: 14515319 DOI: 10.1002/rcm.1163] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
A novel pulse sequence improving the efficiency for electron capture dissociation (ECD) of an unmodified Fourier transform ion cyclotron resonance (FTICR) mass spectrometer by more than an order of magnitude is presented. Commercially available FTICR instruments are usually equipped with a filament-based electron source producing an electron beam that has a rather small cross section. An ideal overlap between the rotating ion cloud and the electron beam appears to be a prerequisite for a high ECD efficiency. A reduced interception of the ion cloud and the electron beam is probably due to the contribution of the magnetron motion to the trajectory of the ions, resulting in a precession about the z-axis of the instrument. By increasing the kinetic energy and therefore increasing the cyclotron radii of the precursor ions by resonant excitation, the overlap of the rotating ion cloud with the electron beam is improved. By use of this protocol the efficiency of electron capture is substantially increased and consequently the acquisition time of ECD spectra is reduced significantly. The capability of resonant excitation of the precursor ions during the irradiation with electrons is demonstrated for standard peptides. This approach is particularly valuable for analysis and characterization of O-glycosylated peptides. In addition to amino acid sequence information, the attachment site of the labile glycan moiety is determined, and also radical-site-induced fragmentations of the glycosidic bonds are observed.
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Affiliation(s)
- Michael Mormann
- Institute for Medical Physics and Biophysics, Biomedical Analysis Department, University of Münster, Robert-Koch-Str. 31, D-48149 Münster, Germany.
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31
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VerBerkmoes NC, Strader MB, Smiley RD, Howell EE, Hurst GB, Hettich RL, Stephenson JL. Intact protein analysis for site-directed mutagenesis overexpression products: plasmid-encoded R67 dihydrofolate reductase. Anal Biochem 2002; 305:68-81. [PMID: 12018947 DOI: 10.1006/abio.2002.5636] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Mass spectrometry is currently the method of choice for the analysis of recombinant protein expression products. By combining proteolytic digestion with peptide mapping and tandem mass spectrometry techniques, verification of site-directed mutagenesis products can be obtained. The proteolytic digestion step converts a purified recombinant protein into a mixture that must be reseparated, thus greatly increasing the analysis time associated with the confirmation of site-directed mutagenesis products. Ion/ion reaction chemistry combined with quadrupole ion trap mass spectrometry provides a fast and efficient way to analyze intact proteins for the correct site-directed mutagenesis products, without heavy reliance on the proteolytic digestion step. Analysis of a series of protein variants (I68M, I68Q, Y69F, and Q67Y) from plasmid-encoded R67 dihydrofolate reductase using ion/ion reaction chemistry confirmed the presence of the correct site-directed mutagenesis products. For the I68M mutant, ion/ion separations detected the presence of extensive degradation from the N-terminal end of the protein. In the case of the Q67Y mutant, a mixture of Q67Y and Q67C species was detected by employing tandem mass spectrometry combined with ion/ion reactions. The ion/ion reaction technique was also performed on a partially purified lysate of the Q67Y/C mixture and successfully screened for the presence of both components in a complex mixture. The ion/ion reaction approach achieved the same results as the proteolytic-digestion-based methodology in a much shorter analysis time.
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Affiliation(s)
- Nathan C VerBerkmoes
- Organic and Biological Mass Spectrometry Group, Oak Ridge National Laboratory, Building 5510, Oak Ridge, TN 37831-6365, USA
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Cagney G, Emili A. De novo peptide sequencing and quantitative profiling of complex protein mixtures using mass-coded abundance tagging. Nat Biotechnol 2002; 20:163-70. [PMID: 11821862 DOI: 10.1038/nbt0202-163] [Citation(s) in RCA: 179] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Proteomic studies require efficient, robust, and practical methods of characterizing proteins present in biological samples. Here we describe an integrated strategy for systematic proteome analysis based on differential guanidination of C-terminal lysine residues on tryptic peptides followed by capillary liquid chromatography-electrospray tandem mass spectrometry. The approach, termed mass-coded abundance tagging (MCAT), facilitates the automated, large-scale, and comprehensive de novo determination of peptide sequence and relative quantitation of proteins in biological samples in a single analysis. MCAT offers marked advantages as compared with previously described methods and is simple, economic, and effective when applied to complex proteomic mixtures. MCAT is used to identify proteins, including polymorphic variants, from complex mixtures and measure variation in protein levels from diverse cell types.
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Affiliation(s)
- Gerard Cagney
- Program in Proteomics and Bioinformatics, Banting and Best Department of Medical Research, University of Toronto, Toronto, ON, Canada
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33
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Uchiki T, Hettich R, Gupta V, Dealwis C. Characterization of monomeric and dimeric forms of recombinant Sml1p-histag protein by electrospray mass spectrometry. Anal Biochem 2002; 301:35-48. [PMID: 11811965 DOI: 10.1006/abio.2001.5492] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Sml1p is small protein that binds to and inhibits the activity of ribonucleotide reductase (RNR)3, a protein enzyme complex that controls the balance and level of the cellular deoxynucleotide diphosphate pools that are critical for DNA synthesis and repair. In this respect, Sml1p is a checkpoint protein whose function is to regulate the activity of the large subunit of RNR (Rnr1p). Sml1p is thought to be regulated by the MEC1/RAD53 cell cycle checkpoint pathway. Neither the structure of Sml1p nor its complex to Rnr1p is well known. In this report, we describe how a recombinant Sml1p-histag protein (in both monomeric and dimeric forms) can be characterized with electrospray mass spectrometry. Mass spectrometry can play a vital role in the study of the Sml1p-Rnr1p complex by: (1) confirming the identities and purities of recombinant proteins such as Sm1lp-histag (with mass accuracy and resolution far superior to SDS-PAGE) and (2) verifying the presence or absence of PTM, chemical modifications, or metal-ion binding to the protein species, which may alter the function and binding of the protein partners.
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Affiliation(s)
- Tomoaki Uchiki
- Genome Science and Technology Graduate School, University of Tennessee-Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, USA
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34
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Ge Y, Lawhorn BG, ElNaggar M, Strauss E, Park JH, Begley TP, McLafferty FW. Top down characterization of larger proteins (45 kDa) by electron capture dissociation mass spectrometry. J Am Chem Soc 2002; 124:672-8. [PMID: 11804498 DOI: 10.1021/ja011335z] [Citation(s) in RCA: 297] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The structural characterization of proteins expressed from the genome is a major problem in proteomics. The solution to this problem requires the separation of the protein of interest from a complex mixture, the identification of its DNA-predicted sequence, and the characterization of sequencing errors and posttranslational modifications. For this, the "top down" mass spectrometry (MS) approach, extended by the greatly increased protein fragmentation from electron capture dissociation (ECD), has been applied to characterize proteins involved in the biosynthesis of thiamin, Coenzyme A, and the hydroxylation of proline residues in proteins. With Fourier transform (FT) MS, electrospray ionization (ESI) of a complex mixture from an E. coli cell extract gave 102 accurate molecular weight values (2-30 kDa), but none corresponding to the predicted masses of the four desired enzymes for thiamin biosynthesis (GoxB, ThiS, ThiG, and ThiF). MS/MS of one ion species (representing approximately 1% of the mixture) identified it with the DNA-predicted sequence of ThiS, although the predicted and measured molecular weights were different. Further purification yielded a 2-component mixture whose ECD spectrum characterized both proteins simultaneously as ThiS and ThiG, showing an additional N-terminal Met on the 8 kDa ThiS and removal of an N-terminal Met and Ser from the 27 kDa ThiG. For a second system, the molecular weight of the 45 kDa phosphopantothenoylcysteine synthetase/decarboxylase (CoaBC), an enzyme involved in Coenzyme A biosynthesis, was 131 Da lower than that of the DNA prediction; the ECD spectrum showed that this is due to the removal of the N-terminal Met. For a third system, viral prolyl 4-hydroxylase (26 kDa), ECD showed that multiple molecular ions (+98, +178, etc.) are due to phosphate noncovalent adducts, and MS/MS pinpointed the overall mass discrepancy of 135 Da to removal of the initiation Met (131 Da) and to formation of disulfide bonds (2 x 2 Da) at C32-C49 and C143-C147, although 10 S-S positions were possible. In contrast, "bottom up" proteolysis characterization of the CoaBC and the P4H proteins was relatively unsuccessful. The addition of ECD substantially increases the capabilities of top down FTMS for the detailed structural characterization of large proteins.
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Affiliation(s)
- Ying Ge
- Baker Laboratory, Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853-1301, USA
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35
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McLafferty FW, Horn DM, Breuker K, Ge Y, Lewis MA, Cerda B, Zubarev RA, Carpenter BK. Electron capture dissociation of gaseous multiply charged ions by Fourier-transform ion cyclotron resonance. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2001; 12:245-249. [PMID: 11281599 DOI: 10.1016/s1044-0305(00)00223-3] [Citation(s) in RCA: 124] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Fourier-transform ion cyclotron resonance instrumentation is uniquely applicable to an unusual new ion chemistry, electron capture dissociation (ECD). This causes nonergodic dissociation of far larger molecules (42 kDa) than previously observed (<1 kDa), with the resulting unimolecular ion chemistry also unique because it involves radical site reactions for similarly larger ions. ECD is highly complementary to the well known energetic methods for multiply charged ion dissociation, providing much more extensive protein sequence information, including the direct identification of N- versus C-terminal fragment ions. Because ECD only excites the molecule near the cleavage site, accompanying rearrangements are minimized. Counterintuitively, cleavage of backbone covalent bonds of protein ions is favored over that of noncovalent bonds; larger (>10 kDa) ions give far more extensive ECD if they are first thermally activated. This high specificity for covalent bond cleavage also makes ECD promising for studying the secondary and tertiary structure of gaseous protein ions caused by noncovalent bonding.
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Affiliation(s)
- F W McLafferty
- Baker Chemistry Laboratory, Cornell University, Ithaca, New York 13853-1301, USA.
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Abstract
The paper gives a review on the recent development of bioprocess engineering. It includes monitoring of product formation processes by flow injection analysis, various types of chromatographic and spectroscopic methods as well as by biosensors. The evaluation of mycelial morphology and physiology by digital image analysis is discussed also. It deals with advanced control of indirectly evaluated process variables by means of state estimation/observer, with the use of structured and hybrid models, expert systems and pattern recognition for process optimization and gives a short report on the state of the art of metabolic flux analysis and metabolic engineering.
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Affiliation(s)
- K Schügerl
- Institut für Technische Chemie der Universität Hannover, Callinstr. 3, D-30167, Hannover, Germany.
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37
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Horn DM, Zubarev RA, McLafferty FW. Automated de novo sequencing of proteins by tandem high-resolution mass spectrometry. Proc Natl Acad Sci U S A 2000; 97:10313-7. [PMID: 10984529 PMCID: PMC27020 DOI: 10.1073/pnas.97.19.10313] [Citation(s) in RCA: 176] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/16/2000] [Indexed: 11/18/2022] Open
Abstract
A de novo sequencing program for proteins is described that uses tandem MS data from electron capture dissociation and collisionally activated dissociation of electrosprayed protein ions. Computer automation is used to convert the fragment ion mass values derived from these spectra into the most probable protein sequence, without distinguishing Leu/Ile. Minimum human input is necessary for the data reduction and interpretation. No extra chemistry is necessary to distinguish N- and C-terminal fragments in the mass spectra, as this is determined from the electron capture dissociation data. With parts-per-million mass accuracy (now available by using higher field Fourier transform MS instruments), the complete sequences of ubiquitin (8.6 kDa) and melittin (2.8 kDa) were predicted correctly by the program. The data available also provided 91% of the cytochrome c (12.4 kDa) sequence (essentially complete except for the tandem MS-resistant region K(13)-V(20) that contains the cyclic heme). Uncorrected mass values from a 6-T instrument still gave 86% of the sequence for ubiquitin, except for distinguishing Gln/Lys. Extensive sequencing of larger proteins should be possible by applying the algorithm to pieces of approximately 10-kDa size, such as products of limited proteolysis.
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Affiliation(s)
- D M Horn
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853-1301, USA
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39
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van Baar BL. Characterisation of bacteria by matrix-assisted laser desorption/ionisation and electrospray mass spectrometry. FEMS Microbiol Rev 2000; 24:193-219. [PMID: 10717314 DOI: 10.1016/s0168-6445(99)00036-4] [Citation(s) in RCA: 145] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
Chemical analysis for the characterisation of micro-organisms is rapidly evolving, after the recent advent of new ionisation methods in mass spectrometry (MS): electrospray (ES) and matrix-assisted laser desorption/ionisation (MALDI). These methods allow quick characterisation of micro-organisms, either directly or after minimum sample preparation. This review provides a brief introduction to ES and MALDI MS and a discussion of micro-organism characterisation capabilities. Some attention is devoted to the analysis of mixtures of proteins, lipids and other compounds, to the combination of polymerase chain reaction technology and MS, and to the analysis of whole bacteria and their lysates. The review of results produced hitherto is concluded with an outlook on future developments.
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Affiliation(s)
- B L van Baar
- Research Group Analysis of Toxic and Explosive Substances, TNO Prins Maurits Laboratory, P.O. Box 45, NL-2280 AA, Rijswijk, The Netherlands.
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40
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Baar BL. Characterisation of bacteria by matrix-assisted laser desorption/ionisation and electrospray mass spectrometry. FEMS Microbiol Rev 2000. [DOI: 10.1111/j.1574-6976.2000.tb00539.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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41
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Abstract
The array format for analyzing peptide and protein function offers an attractive experimental alternative to traditional library screens. Powerful new approaches have recently been described, ranging from synthetic peptide arrays to whole proteins expressed in living cells. Comprehensive sets of purified peptides and proteins permit high-throughput screening for discrete biochemical properties, whereas formats involving living cells facilitate large-scale genetic screening for novel biological activities. In the past year, three major genome-scale studies using yeast as a model organism have investigated different aspects of protein function, including biochemical activities, gene disruption phenotypes, and protein-protein interactions. Such studies show that protein arrays can be used to examine in parallel the functions of thousands of proteins previously known only by their DNA sequence.
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Affiliation(s)
- A Q Emili
- Department of Genetics and Medicine, University of Washington, Seattle, WA 98195, USA
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42
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Zubarev RA, Horn DM, Fridriksson EK, Kelleher NL, Kruger NA, Lewis MA, Carpenter BK, McLafferty FW. Electron capture dissociation for structural characterization of multiply charged protein cations. Anal Chem 2000; 72:563-73. [PMID: 10695143 DOI: 10.1021/ac990811p] [Citation(s) in RCA: 725] [Impact Index Per Article: 30.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
For proteins of < 20 kDa, this new radical site dissociation method cleaves different and many more backbone bonds than the conventional MS/MS methods (e.g., collisionally activated dissociation, CAD) that add energy directly to the even-electron ions. A minimum kinetic energy difference between the electron and ion maximizes capture; a 1 eV difference reduces capture by 10(3). Thus, in an FTMS ion cell with added electron trapping electrodes, capture appears to be achieved best at the boundary between the potential wells that trap the electrons and ions, now providing 80 +/- 15% precursor ion conversion efficiency. Capture cross section is dependent on the ionic charge squared (z2), minimizing the secondary dissociation of lower charge fragment ions. Electron capture is postulated to occur initially at a protonated site to release an energetic (approximately 6 eV) H. atom that is captured at a high-affinity site such as -S-S- or backbone amide to cause nonergodic (before energy randomization) dissociation. Cleavages between every pair of amino acids in mellitin (2.8 kDa) and ubiquitin (8.6 kDa) are represented in their ECD and CAD spectra, providing complete data for their de novo sequencing. Because posttranslational modifications such as carboxylation, glycosylation, and sulfation are less easily lost in ECD than in CAD, ECD assignments of their sequence positions are far more specific.
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Affiliation(s)
- R A Zubarev
- Department of Chemistry and Chemical Biology, Baker Laboratory, Cornell University, Ithaca, New York 14853-1301, USA
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43
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Abstract
Mass spectrometry has in the last decade been accepted as a key analytical technique in protein chemistry. It is now the preferred technique for identification of proteins separated by one- or two-dimensional polyacrylamide gel electrophoresis, i.e. in proteome analysis. It is the dominating technique for determination of posttranslational modifications in proteins. The two ionization techniques presently widely used in protein studies are matrix-assisted laser desorption/ionization (MALDI) in combination with time-of-flight (TOF) mass analyzers and electrospray ionization (ESI) in combination with a variety of mass analyzers. In this chapter the principles and performance of MALDI-TOF mass spectrometry will be described as well as the application of this technique to a variety of applications.
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Affiliation(s)
- P Roepstorff
- Department of Molecular Biology, Odense University, Denmark
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44
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Kristensen DB, Imamura K, Miyamoto Y, Yoshizato K. Mass spectrometric approaches for the characterization of proteins on a hybrid quadrupole time-of-flight (Q-TOF) mass spectrometer. Electrophoresis 2000. [PMID: 10675024 DOI: 10.1002/(sici)1522-2683(20000101)21:2%3c430::aid-elps430%3e3.0.co;2-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
This study demonstrates structural and conformational characterization of proteins by nanoflow electrospray ionization (nanoESI) mass spectrometry (MS) and tandem mass spectrometry (MS/MS) utilizing a quadrupole time-of-flight (Q-TOF) mass spectrometer (Micromass, Manchester, England). Model peptides were successfully sequenced at the 35 attomole (amol) level, and peptides derived from a tryptic in-gel digest of 25 femtomole (fmol) bovine serum albumin (BSA) were successfully sequenced. The results demonstrated that the MS/MS sensitivity of the Q-TOF clearly surpassed the detection limit of the silver stain. A silver destaining step greatly improved the mass analysis of peptides derived from in-gel digests. Interestingly, sequence analysis revealed BSA residue 424 (tyrosine) as a potential chlorination site. In addition, a modified procedure was successfully used to extract and measure the masses of two-dimensional polyacrylamide gel electrophoresis (2-D PAGE)-resolved proteins in the 10-68.5 kDa range. The Q-TOF was also used to monitor conformational changes of proteins. These experiments demonstrated an acid-induced denaturation of BSA in the pH 3-4 range, and heat-induced unfolding of cytochrome c between 50 and 60 degrees C. Finally, Zn2+ binding was demonstrated for the carbonic anhydrase apoprotein. In summary, the wide range of applications and the high quality of the experimental data made the Q-TOF mass spectrometer a powerful analytical tool for protein characterization.
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Affiliation(s)
- D B Kristensen
- Hiroshima Tissue Regeneration Project, Hiroshima Prefectural Institute of Industrial Science and Technology, Higashihiroshima, Japan
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45
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Kristensen DB, Imamura K, Miyamoto Y, Yoshizato K. Mass spectrometric approaches for the characterization of proteins on a hybrid quadrupole time-of-flight (Q-TOF) mass spectrometer. Electrophoresis 2000; 21:430-9. [PMID: 10675024 DOI: 10.1002/(sici)1522-2683(20000101)21:2<430::aid-elps430>3.0.co;2-0] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This study demonstrates structural and conformational characterization of proteins by nanoflow electrospray ionization (nanoESI) mass spectrometry (MS) and tandem mass spectrometry (MS/MS) utilizing a quadrupole time-of-flight (Q-TOF) mass spectrometer (Micromass, Manchester, England). Model peptides were successfully sequenced at the 35 attomole (amol) level, and peptides derived from a tryptic in-gel digest of 25 femtomole (fmol) bovine serum albumin (BSA) were successfully sequenced. The results demonstrated that the MS/MS sensitivity of the Q-TOF clearly surpassed the detection limit of the silver stain. A silver destaining step greatly improved the mass analysis of peptides derived from in-gel digests. Interestingly, sequence analysis revealed BSA residue 424 (tyrosine) as a potential chlorination site. In addition, a modified procedure was successfully used to extract and measure the masses of two-dimensional polyacrylamide gel electrophoresis (2-D PAGE)-resolved proteins in the 10-68.5 kDa range. The Q-TOF was also used to monitor conformational changes of proteins. These experiments demonstrated an acid-induced denaturation of BSA in the pH 3-4 range, and heat-induced unfolding of cytochrome c between 50 and 60 degrees C. Finally, Zn2+ binding was demonstrated for the carbonic anhydrase apoprotein. In summary, the wide range of applications and the high quality of the experimental data made the Q-TOF mass spectrometer a powerful analytical tool for protein characterization.
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Affiliation(s)
- D B Kristensen
- Hiroshima Tissue Regeneration Project, Hiroshima Prefectural Institute of Industrial Science and Technology, Higashihiroshima, Japan
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46
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Mirgorodskaya E, Fierobe HP, Svensson B, Roepstorff P. Mass spectrometric identification of a stable catalytic cysteinesulfinic acid residue in an enzymatically active chemically modified glucoamylase mutant. JOURNAL OF MASS SPECTROMETRY : JMS 1999; 34:952-957. [PMID: 10491591 DOI: 10.1002/(sici)1096-9888(199909)34:9<952::aid-jms856>3.0.co;2-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Mass spectrometric identification of cysteinsulfinic acid resulting in restoration of activity of chemically modified Glu400 Cys catalytic-base glucoamylase (GA) mutants is described. This oxidation unexpectedly occurred during attempts to carboxyalkylate the Cys400 GA mutant using three different alkylation reagents. However, mass spectrometric peptide mapping did not show the presence of carboxyalkylation of the Cys400 residue but suggested an oxidation to cysteinsulfinic acid based on the observed mass increment. The presence of cysteinsulfinic acid was confirmed by employing matrix-assisted laser desorption/ionization mass spectrometry combined with post-source decay analysis. Furthermore, strong enhancement of metastable fragmentation was observed for peptides containing oxidized Cys in comparison with non-oxidized peptide.
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Affiliation(s)
- E Mirgorodskaya
- Department of Molecular Biology, Odense University, Campusvej 55, DK-5230 Odense M, Denmark
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47
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48
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Venkateshwaran TG, Stewart JT, de Haseth JA, Bartlett MG. Solution conformation of model polypeptides with the use of particle beam LC/FT-IR spectrometry and electrospray mass spectrometry. J Pharm Biomed Anal 1999; 19:709-23. [PMID: 10698535 DOI: 10.1016/s0731-7085(98)00293-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Solution conformations of the polypeptides beta endorphin (beta-END) and a cysteine peptide (CYSP) were investigated with the use of particle beam LC/FT-IR spectrometry. Gradient elution HPLC with mobile phases that contained acetonitrile with 0.1% TFA (v/v) and 0.1% aqueous TFA (v/v) were used. The conformations of both polypeptides were studied in 0.9% sodium chloride injection USP, 5% dextrose in water injection USP and sterile water for injection USP. Additional conformational studies over a pH range of 2-10, temperatures of 25, 50, 75 and 100 degrees C and after storage for 24 h were investigated. The studies indicated that the two polypeptides did not behave similarly under identical conditions. It was observed that both beta-END and CYSP had slightly different conformations in the various parenteral solutions. It was also shown that the conformation of CYSP changed with both pH and temperature while beta-END was conformationally stable to both temperature and pH. The identity of the peptides and the conformationally sensitive charge-state intensities of the peptides were investigated with electrospray ionization mass spectrometry (ESI/MS). The combination of IR and MS data allowed an estimation of solution effects on the conformations of the model polypeptides.
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Affiliation(s)
- T G Venkateshwaran
- Department of Medicinal Chemistry, College of Pharmacy, University of Georgia, Athens 30602-2352, USA
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49
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Walk TB, Süssmuth R, Kempter C, Gnau V, Jack RW, Jung G. Identification of unusual amino acids in peptides using automated sequential Edman degradation coupled to direct detection by electrospray-ionization mass spectrometry. Biopolymers 1999; 49:329-40. [PMID: 10079771 DOI: 10.1002/(sici)1097-0282(19990405)49:4<329::aid-bip7>3.0.co;2-f] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The determination of the primary structure of peptides and proteins is routine in many laboratories; however, many of the obtained sequences are incomplete or can be misinterpreted when the samples contain unusual amino acids. Here we report the development of an automated peptide sequenator coupled to an electrospray-ionization (ESI) mass spectrometer (MS) that, in conjunction with minor modifications to the sequencing conditions and, in some cases, prior derivatization of amino acids, allows the detection of the phenylthiohydantoin (PTH) derivatives of a number of unusual amino acids. Using the coupled sequenator-ESI-MS system we were able to determine the complete sequence of the lantibiotic gallidermin, a partial sequence of the calcium-dependent peptide antibiotic CDA2 as well as the pool sequence of a mixture of synthetic peptides containing nonproteinogenic amino acids. In addition to the 20 proteinogenic amino acids, the procedure was able to detect PTH derivatives of hydroxyphenylglycine, 2,3-didehydroasparagine, 3-methylglutamic acid, oxytryptophan, ornithine, N-methylglycine, dihydroxyphenylalanine, and alpha-aminoisobutyric acid. Similarly, after a simple derivatization procedure, we were also able to correctly identify educts of 2,3-didehydroalanine, 2,3-didehydrobutyrine, lanthionine, and 3-methyllanthionine.
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Affiliation(s)
- T B Walk
- Institut für Organische Chemie der Universität Tübingen, Germany
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50
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Graber JH, Smith CL, Cantor CR. Differential sequencing with mass spectrometry. GENETIC ANALYSIS : BIOMOLECULAR ENGINEERING 1999; 14:215-9. [PMID: 10084117 DOI: 10.1016/s1050-3862(98)00020-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Differential or genetic sequencing requires searching sample DNA for variations with respect to a reference sequence. Conventional detection techniques are too labor and cost expensive for use in diagnostic applications, therefore new technologies will be required. Measurement techniques based on mass spectrometry (MS) possess the potential for high-throughput, high fidelity measurement of sequence variation. Unambiguous detection of polymorphic sequences has been demonstrated, even in heterozygous samples. Automated reproducible measurements of microscopic arrays of samples will enable the high-throughput detection required for large-scale applications. Computational simulation and analysis of experimental parameters prior to experimentation will provide the optimization necessary for development of robust, reproducible measurements.
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Affiliation(s)
- J H Graber
- Center for Advanced Biotechnology, Boston University, MA 02215, USA.
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