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Identifying indoor environmental patterns from bioaerosol material using HPLC. Anal Bioanal Chem 2012; 405:351-7. [PMID: 23092966 DOI: 10.1007/s00216-012-6495-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Revised: 09/16/2012] [Accepted: 10/10/2012] [Indexed: 10/27/2022]
Abstract
A substantial portion of the atmospheric particle budget is of biological origin (human and animal dander, plant and insect debris, etc.). These bioaerosols can be considered information-rich packets of biochemical data specific to the organism of origin. In this study, bioaerosol samples from various indoor environments were analyzed to create identifiable patterns attributable to a source level of occupation. Air samples were collected from environments representative of human high-traffic- and low-traffic indoor spaces along with direct human skin sampling. In all settings, total suspended particulate matter was collected and the total aerosol protein concentration ranged from 0.03 to 1.2 μg/m(3). High performance liquid chromatography was chosen as a standard analysis technique for the examination of aqueous aerosol extracts to distinguish signatures of occupation compared to environmental background. The results of this study suggest that bioaerosol "fingerprinting" is possible with the two test environments being distinguishable at a 97% confidence interval.
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2
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Two-dimensional gel electrophoresis in proteomics: Past, present and future. J Proteomics 2010; 73:2064-77. [PMID: 20685252 DOI: 10.1016/j.jprot.2010.05.016] [Citation(s) in RCA: 288] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2010] [Revised: 05/20/2010] [Accepted: 05/25/2010] [Indexed: 12/14/2022]
Abstract
Two-dimensional gel electrophoresis has been instrumental in the birth and developments of proteomics, although it is no longer the exclusive separation tool used in the field of proteomics. In this review, a historical perspective is made, starting from the days where two-dimensional gels were used and the word proteomics did not even exist. The events that have led to the birth of proteomics are also recalled, ending with a description of the now well-known limitations of two-dimensional gels in proteomics. However, the often-underestimated advantages of two-dimensional gels are also underlined, leading to a description of how and when to use two-dimensional gels for the best in a proteomics approach. Taking support of these advantages (robustness, resolution, and ability to separate entire, intact proteins), possible future applications of this technique in proteomics are also mentioned.
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3
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Joseph S, Guan W, Reed MA, Krstic PS. A long DNA segment in a linear nanoscale Paul trap. NANOTECHNOLOGY 2010; 21:015103. [PMID: 19946172 PMCID: PMC3269948 DOI: 10.1088/0957-4484/21/1/015103] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
We study the dynamics of a linearly distributed line charge such as single stranded DNA (ssDNA) in a nanoscale, linear 2D Paul trap in vacuum. Using molecular dynamics simulations we show that a line charge can be trapped effectively in the trap for a well defined range of stability parameters. We investigated (i) a flexible bonded string of charged beads and (ii) a ssDNA polymer of variable length, for various trap parameters. A line charge undergoes oscillations or rotations as it moves, depending on its initial angle, the position of the center of mass and the velocity. The stability region for a strongly bonded line of charged beads is similar to that of a single ion with the same charge to mass ratio. Single stranded DNA as long as 40 nm does not fold or curl in the Paul trap, but could undergo rotations about the center of mass. However, we show that a stretching field in the axial direction can effectively prevent the rotations and increase the confinement stability.
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Affiliation(s)
- Sony Joseph
- Physics Division, Oak Ridge National Laboratory, P. O. Box 2008, Oak Ridge, TN 37831, USA
| | - Weihua Guan
- Department of Electrical Engineering, Yale University, New Haven, CT 06520, USA
| | - Mark A Reed
- Department of Electrical Engineering, Yale University, New Haven, CT 06520, USA
- Department of Applied Physics, Yale University, New Haven, CT 06520, USA
| | - Predrag S. Krstic
- Physics Division, Oak Ridge National Laboratory, P. O. Box 2008, Oak Ridge, TN 37831, USA
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4
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Zhao X. Motions of ions in a nanoscale Paul trap from molecular dynamics. MOLECULAR SIMULATION 2009. [DOI: 10.1080/08927020902801555] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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5
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Rinalducci S, Roepstorff P, Zolla L. De novo sequence analysis and intact mass measurements for characterization of phycocyanin subunit isoforms from the blue-green alga Aphanizomenon flos-aquae. JOURNAL OF MASS SPECTROMETRY : JMS 2009; 44:503-515. [PMID: 19053161 DOI: 10.1002/jms.1526] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
In this work, partial characterization of the primary structure of phycocyanin from the cyanobacterium Aphanizomenon flos-aquae (AFA) was achieved by mass spectrometry de novo sequencing with the aid of chemical derivatization. Combining N-terminal sulfonation of tryptic peptides by 4-sulfophenyl isothiocyanate (SPITC) and MALDI-TOF/TOF analyses, facilitated the acquisition of sequence information for AFA phycocyanin subunits. In fact, SPITC-derivatized peptides underwent facile fragmentation, predominantly resulting in y-series ions in the MS/MS spectra and often exhibiting uninterrupted sequences of 20 or more amino acid residues. This strategy allowed us to carry out peptide fragment fingerprinting and de novo sequencing of several peptides belonging to both alpha- and beta-phycocyanin polypeptides, obtaining a sequence coverage of 67% and 75%, respectively. The presence of different isoforms of phycocyanin subunits was also revealed; subsequently Intact Mass Measurements (IMMs) by both MALDI- and ESI-MS supported the detection of these protein isoforms. Finally, we discuss the evolutionary importance of phycocyanin isoforms in cyanobacteria, suggesting the possible use of the phycocyanin operon for a correct taxonomic identity of this species.
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Affiliation(s)
- Sara Rinalducci
- Department of Environmental Sciences, University of Tuscia, Viterbo, Italy
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6
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Carpentier SC, Panis B, Vertommen A, Swennen R, Sergeant K, Renaut J, Laukens K, Witters E, Samyn B, Devreese B. Proteome analysis of non-model plants: a challenging but powerful approach. MASS SPECTROMETRY REVIEWS 2008; 27:354-77. [PMID: 18381744 DOI: 10.1002/mas.20170] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Biological research has focused in the past on model organisms and most of the functional genomics studies in the field of plant sciences are still performed on model species or species that are characterized to a great extent. However, numerous non-model plants are essential as food, feed, or energy resource. Some features and processes are unique to these plant species or families and cannot be approached via a model plant. The power of all proteomic and transcriptomic methods, that is, high-throughput identification of candidate gene products, tends to be lost in non-model species due to the lack of genomic information or due to the sequence divergence to a related model organism. Nevertheless, a proteomics approach has a great potential to study non-model species. This work reviews non-model plants from a proteomic angle and provides an outline of the problems encountered when initiating the proteome analysis of a non-model organism. The review tackles problems associated with (i) sample preparation, (ii) the analysis and interpretation of a complex data set, (iii) the protein identification via MS, and (iv) data management and integration. We will illustrate the power of 2DE for non-model plants in combination with multivariate data analysis and MS/MS identification and will evaluate possible alternatives.
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7
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Zhao X, Krstic PS. A molecular dynamics simulation study on trapping ions in a nanoscale Paul trap. NANOTECHNOLOGY 2008; 19:195702. [PMID: 21825720 PMCID: PMC3269946 DOI: 10.1088/0957-4484/19/19/195702] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
We found by molecular dynamics simulations that a low energy ion can be trapped effectively in a nanoscale Paul trap in both vacuum and aqueous environments when appropriate AC/DC electric fields are applied to the system. Using the negatively charged chlorine ion as an example, we show that the trapped ion oscillates around the center of the nanotrap with an amplitude dependent on the parameters of the system and applied voltages. Successful trapping of the ion within nanoseconds requires an electric bias of GHz frequency, in the range of hundreds of mV. The oscillations are damped in the aqueous environment, but polarization of water molecules requires the application of a higher voltage bias to reach improved stability of the trapping. Application of a supplemental DC driving field along the trap axis can effectively drive the ion off the trap center and out of the trap, opening up the possibility of studying DNA and other charged molecules using embedded probes while achieving a full control of their translocation and localization in the trap.
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Affiliation(s)
- Xiongce Zhao
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, P. O. Box 2008, Oak Ridge, Tennessee, 37831, USA
| | - Predrag S. Krstic
- Physics Division, Oak Ridge National Laboratory, P. O. Box 2008, Oak Ridge, Tennessee, 37831, USA
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8
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D'Ambrosio C, Salzano AM, Arena S, Renzone G, Scaloni A. Analytical methodologies for the detection and structural characterization of phosphorylated proteins. J Chromatogr B Analyt Technol Biomed Life Sci 2007; 849:163-80. [PMID: 16891166 DOI: 10.1016/j.jchromb.2006.06.033] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2006] [Accepted: 06/28/2006] [Indexed: 01/12/2023]
Abstract
Phosphorylation of proteins is a frequent post-translational modification affecting a great number of fundamental cellular functions in living organisms. Because of its key role in many biological processes, much effort has been spent over the time on the development of analytical methodologies for characterizing phosphoproteins. In the past decade, mass spectrometry-based techniques have emerged as a viable alternative to more traditional methods of phosphorylation analysis, providing accurate information for a purified protein on the number of the occurring phosphate groups and their exact localization on the polypeptide sequence. This review summarizes the analytical methodologies currently available for the analysis of protein phosphorylation, emphasizing novel mass spectrometry (MS) technologies and dedicated biochemical procedures that have been recently introduced in this field. A formidable armamentarium is now available for selective enrichment, exaustive structural characterization and quantitative determination of the modification degree for phosphopeptides/phosphoproteins. These methodologies are now successfully applied to the global analysis of cellular proteome repertoire according a holistic approach, allowing the quantitative study of phosphoproteomes on a dynamic time-course basis. The enormous complexity of the protein phosphorylation pattern inside the cell and its dynamic modification will grant important challenges to future scientists, contributing significantly to deeper insights into cellular processes and cell regulation.
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Affiliation(s)
- Chiara D'Ambrosio
- Proteomics & Mass Spectrometry Laboratory, ISPAAM, National Research Council, via Argine 1085, 80147 Naples, Italy
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9
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Pham V, Henzel WJ, Arnott D, Hymowitz S, Sandoval WN, Truong BT, Lowman H, Lill JR. De novo proteomic sequencing of a monoclonal antibody raised against OX40 ligand. Anal Biochem 2006; 352:77-86. [PMID: 16545334 DOI: 10.1016/j.ab.2006.02.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2005] [Revised: 01/05/2006] [Accepted: 02/01/2006] [Indexed: 11/24/2022]
Abstract
De novo sequencing of a full-length monoclonal antibody raised against OX40 ligand is described. Using a combination of overlapping complementary proteolytic and chemical digestions, with analysis by mass spectrometry and Edman degradation, both the heavy and light chains were fully sequenced. Particular attention was paid to those modifications that could be susceptible to degradation in the complementarity determining region and Fc region. An overview of the protocol is described, and suggestions for improvements to aid in such sequencing projects in the future are discussed.
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Affiliation(s)
- Victoria Pham
- Department of Protein Chemistry, Genentech, South San Francisco, CA 94080, USA
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10
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Pham VC, Henzel WJ, Lill JR. Rapid on-membrane proteolytic cleavage for Edman sequencing and mass spectrometric identification of proteins. Electrophoresis 2006; 26:4243-51. [PMID: 16240295 DOI: 10.1002/elps.200500206] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A method for the rapid limited enzymatic cleavage of PVDF membrane-immobilized proteins is described. This method allows the fast characterization of PVDF blotted proteins by peptide mass fingerprinting (Henzel, W. J., Billeci, T. M., Stults, J. T., Wong, S. C., Grimley, C., Wantanabe, C., Proc. Natl. Acad. Sci. USA 1993, 90, 5011-5015), LC-MS/MS, or N-terminal sequencing and has been demonstrated on a range of proteins using a full complement of proteolytic enzymes. This technique allows the generation of proteolytic fragments between 5 and 60 min (depending on the enzyme employed), which is significantly faster than previously reported on-membrane digestion methods. To date, this on-membrane rapid digestion protocol has aided in the identification and confirmation of mutation sites in over 200 recombinant proteins.
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Affiliation(s)
- Victoria C Pham
- Department of Protein Chemistry, Genentech Inc., South San Francisco, CA 94080, USA
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11
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Stutz H, Wallner M, Malissa H, Bordin G, Rodriguez AR. Detection of coexisting protein conformations in capillary zone electrophoresis subsequent to transient contact with sodium dodecyl sulfate solutions. Electrophoresis 2005; 26:1089-105. [PMID: 15719362 DOI: 10.1002/elps.200406195] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Non-native conformations of proteins were generated by temporary contact with aqueous solutions of sodium dodecyl sulfate (SDS) and separated from the native state with capillary zone electrophoresis (CZE) in alkaline borate buffer deficient of SDS. Nine proteins at concentrations of 2.0 or 3.0 mg.L(-1) were compared in terms of their susceptibility to SDS. For superoxide dismutase and ferritin the tendency of unfolding was modest with < 25% of the protein being transformed to the non-native state at 10 mmol.L(-1) SDS. Highest susceptibility was observed for albumin, myoglobin (Mb), and hemoglobin with > 75% in the non-native state even at 2.0 mmol.L(-1) SDS. The influence of varying SDS concentrations on the conformational state of Mb was tested. Increasing the SDS concentration, circular dichroism revealed a reduction in alpha-helix, an increase in random coil, and an introduction of beta-sheet, which is absent in native structure. Modifications in the secondary structure were in agreement with distinct changes in the shape of the non-native Mb peak in CZE and make a gradual unfolding/refolding process with several coexisting molten globules instead of two-state transition of conformations most plausible for Mb. CZE was found to contribute to a further understanding of holo-Mb transformation towards a population of non-native conformations (i) by means of calculated peak area ratios of native to non-native states, which showed sigmoid transition, (ii) by detecting the release of the prosthetic heme group, and (iii) by changes in the effective electrophoretic mobility of the Mb-SDS peaks. Reconstituted holo-Mb forms differed in the Soret band around 410 nm, indicating diversity in the conformation of the heme pocket.
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Affiliation(s)
- Hanno Stutz
- University of Salzburg, Department of Molecular Biology, Division of Chemistry, Hellbrunner Str. 34, A-5020 Salzburg, Austria.
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12
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Abstract
Proteomics is the measurement of one or more protein populations or proteomes, preferably in a quantitative manner. A protein population may be the set of proteins found in an organism, in a tissue or biofluid, in a cell, or in a subcellular compartment. A population also may be the set of proteins with a common characteristic, for example, those that interact with each other in molecular complexes, those involved in the same process such as signal transduction or cell cycle control, or those that share a common posttranslational modification such as phosphorylation or glycosylation. Proteomics experiments that involve mass spectrometry are divided into five categories: (1) protein identification, (2) protein quantitation or differential analysis, (3) protein-protein interactions, (4) post-translational modifications, and (5) structural proteomics. Each of these proteomics categories is reviewed. Examples are given for quantitative experiments involving two-dimensional gel electrophoresis, and for gel-free analysis using isotope-coded affinity tags. The impact of proteomics on biological research and on drug development is discussed. Challenges for further development in proteomics are presented, including sample preparation, sensitivity, dynamic range, and automation.
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Affiliation(s)
- John T Stults
- Predicant Biosciences, Inc., South San Francisco, California, USA
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13
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Samyn B, Debyser G, Sergeant K, Devreese B, Van Beeumen J. A case study of de novo sequence analysis of N-sulfonated peptides by MALDI TOF/TOF mass spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2004; 15:1838-1852. [PMID: 15589760 DOI: 10.1016/j.jasms.2004.08.010] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2004] [Revised: 08/09/2004] [Accepted: 08/10/2004] [Indexed: 05/24/2023]
Abstract
The simplicity and sensitivity of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry have increased its application in recent years. The most common method of "peptide mass fingerprint" analysis often does not provide robust identification. Additional sequence information, obtained by post-source decay or collision induced dissociation, provides additional constraints for database searches. However, de novo sequencing by mass spectrometry is not yet common practice, most likely because of the difficulties associated with the interpretation of high and low energy CID spectra. Success with this type of sequencing requires full sequence coverage and demands better quality spectra than those typically used for data base searching. In this report we show that full-length de novo sequencing is possible using MALDI TOF/TOF analysis. The interpretation of MS/MS data is facilitated by N-terminal sulfonation after protection of lysine side chains (Keough et al., Proc. Natl. Acad. Sci. U.S.A. 1999, 96, 7131-7136). Reliable de novo sequence analysis has been obtained using sub-picomol quantities of peptides and peptide sequences of up to 16 amino acid residues in length have been determined. The simple, predictable fragmentation pattern allows routine de novo interpretation, either manually or using software. Characterization of the complete primary structure of a peptide is often hindered because of differences in fragmentation efficiencies and in specific fragmentation patterns for different peptides. These differences are controlled by various structural parameters including the nature of the residues present. The influence of the presence of internal Pro, acidic and basic residues on the TOF/TOF fragmentation pattern will be discussed, both for underivatized and guanidinated/sulfonated peptides.
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Affiliation(s)
- Bart Samyn
- Department of Biochemistry, Physiology, and Microbiology, Laboratory of Protein Biochemistry and Protein Engineering, University of Gent, K.L Ledeganckstraat 35, B-9000 Gent, Belgium
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14
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Zhang W, Krutchinsky AN, Chait BT. "De novo" peptide sequencing by MALDI-quadrupole-ion trap mass spectrometry: a preliminary study. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2003; 14:1012-1021. [PMID: 12954169 DOI: 10.1016/s1044-0305(03)00346-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Collision-induced dissociation of singly charged peptide ions produced by resonant excitation in a matrix-assisted laser desorption/ionization (MALDI) ion trap mass spectrometer yields relatively low complexity MS/MS spectra that exhibit highly preferential fragmentation, typically occurring adjacent to aspartyl, glutamyl, and prolyl residues. Although these spectra have proven to be of considerable utility for database-driven protein identification, they have generally been considered to contain insufficient information to be useful for extensive de novo sequencing. Here, we report a procedure for de novo sequencing of peptides that uses MS/MS data generated by an in-house assembled MALDI-quadrupole-ion trap mass spectrometer (Krutchinsky, Kalkum, and Chait Anal. Chem. 2001, 73, 5066-5077). Peptide sequences of up 14 amino acid residues in length have been deduced from digests of proteins separated by SDS-PAGE. Key to the success of the current procedure is an ability to obtain MS/MS spectra with high signal-to-noise ratios and to efficiently detect relatively low abundance fragment ions that result from the less favorable fragmentation pathways. The high signal-to-noise ratio yields sufficiently accurate mass differences to allow unambiguous amino acid sequence assignments (with a few exceptions), and the efficient detection of low abundance fragment ions allows continuous reads through moderately long stretches of sequence. Finally, we show how the aforementioned preferential cleavage property of singly charged ions can be used to facilitate the de novo sequencing process.
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Affiliation(s)
- Wenzhu Zhang
- The Rockefeller University, New York, New York 10021, USA
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15
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Adamczyk M, Gebler JC, Shreder K, Wu J. Identification of unknown residue 55 in bovine folate binding protein: fingerprint matching and sequencing of a doubly tagged peptide fragment by ion trap mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2003; 17:1504-1506. [PMID: 12820219 DOI: 10.1002/rcm.1062] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
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16
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Keller BO, Wang Z, Li L. Low-mass proteome analysis based on liquid chromatography fractionation, nanoliter protein concentration/digestion, and microspot matrix-assisted laser desorption ionization mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2002; 782:317-29. [PMID: 12458015 DOI: 10.1016/s1570-0232(02)00565-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
HPLC fractionation combined with mass spectrometry can become a powerful tool for analyzing the proteome in the mass range below 15 kDa where efficient protein separation by gel electrophoresis can be difficult. For sensitive and high-resolution separation of the low-mass proteome, the use of analytical rather than preparative HPLC columns is preferred. However, individual fractions collected by a conventional HPLC separation usually contain a small amount of proteins whose concentrations may not be sufficiently high for subsequent enzyme digestion and protein identification by mass spectrometry. In this work, we present a high sensitivity nanoliter sample handling technique to analyze proteins fractionated by HPLC. In this technique, an individual HPLC fraction in hundreds of microliter volume is pre-concentrated to several microliters. About 700 pl of the pre-concentrated fraction is then drawn into a 20-microm I.D. capillary and dried in a small region near the capillary's entrance. This process can be repeated many times to concentrate a sufficient amount of protein to the small region of the capillary. After protein concentration, protein digestion is achieved by drawing 1 nl of chemical or enzymatic reagent into the capillary and placing it in the same region where the dried protein sits. The resulting peptides are then deposited onto a microspot in a MALDI probe for mass analysis. The performance of this technique is demonstrated with the use of a standard protein solution. This technique is applied to the identification of low-mass proteins separated by HPLC from a complex mixture of an E. coli extract.
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Affiliation(s)
- Bernd O Keller
- Department of Chemistry, Faculty of Science, University of Alberta, E3-44 Chemistry Building, Edmonton, Canada
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17
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Arnott D, Kishiyama A, Luis EA, Ludlum SG, Marsters JC, Stults JT. Selective detection of membrane proteins without antibodies: a mass spectrometric version of the Western blot. Mol Cell Proteomics 2002; 1:148-56. [PMID: 12096133 DOI: 10.1074/mcp.m100027-mcp200] [Citation(s) in RCA: 76] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A method has been developed, called the mass western experiment in analogy to the Western blot, to detect the presence of specific proteins in complex mixtures without the need for antibodies. Proteins are identified with high sensitivity and selectivity, and their abundances are compared between samples. Membrane protein extracts were labeled with custom isotope-coded affinity tag reagents and digested, and the labeled peptides were analyzed by liquid chromatography-tandem mass spectrometry. Ions corresponding to anticipated tryptic peptides from the proteins of interest were continuously subjected to collision-induced dissociation in an ion trap mass spectrometer; heavy and light isotope-coded affinity tag-labeled peptides were simultaneously trapped and fragmented accomplishing identification and quantitation in a single mass spectrum. This application of ion trap selective reaction monitoring maximizes sensitivity, enabling analysis of peptides that would otherwise go undetected. The cell surface proteins prostate stem cell antigen (PSCA) and ErbB2 were detected in prostate and breast tumor cell lines in which they are expressed in known abundances spanning orders of magnitude.
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Affiliation(s)
- David Arnott
- Department of Protein Chemistry, Genentech, Inc., South San Francisco, California 94080, USA.
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18
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Abstract
Wnt-1-induced secreted protein 1 (WISP-1) is a member of the CCN (connective tissue growth factor, Cyr61, NOV) family of growth factors. Structural and experimental evidence suggests that CCN family member activities are modulated by their interaction with sulfated glycoconjugates. To elucidate the mechanism of action for WISP-1, we characterized the specificity of its tissue and cellular interaction and identified binding factors. WISP-1 binding was restricted to the stroma of colon tumors and to cells with a fibroblastic phenotype. By using a solid phase assay, we showed that human skin fibroblast conditioned media contained WISP-1 binding factors. Competitive inhibition with different glycosaminoglycans and treatment with glycosaminoglycan lyases and proteases demonstrated that binding to the conditioned media was mediated by dermatan sulfate proteoglycans. Mass spectrometric analysis identified the isolated binding factors as decorin and biglycan. Decorin and biglycan interacted directly with WISP-1 and inhibited its binding to components in the conditioned media. Similarly, WISP-1 interaction with human skin fibroblasts was inhibited by dermatan sulfate, decorin, and biglycan or by treatment of the cell surface with dermatan sulfate-specific lyases. Together these results demonstrate that decorin and biglycan are WISP-1 binding factors that can mediate and modulate its interaction with the surface of fibroblasts. We propose that this specific interaction plays a role in the regulation of WISP-1 function.
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Affiliation(s)
- L Desnoyers
- Department of Protein Chemistry, Genentech Inc., 1 DNA Way, South San Francisco, CA 94080, USA.
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19
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Abstract
Phosphorylation on serine, threonine and tyrosine residues is an extremely important modulator of protein function. Therefore, there is a great need for methods capable of accurately elucidating sites of phosphorylation. Although full characterization of phosphoproteins remains a formidable analytical challenge, mass spectrometry has emerged as an increasingly viable tool for this task. This review summarizes the methodologies currently available for the analysis of phosphoproteins by mass spectrometry, including enrichment of compounds of interest using immobilized metal affinity chromatography and chemical tagging techniques, detection of phosphopeptides using mass mapping and precursor ion scans, localization of phosphorylation sites by peptide sequencing, and quantitation of phosphorylation by the introduction of mass tags. Despite the variety of powerful analytical methods that are now available, complete characterization of the phosphorylation state of a protein isolated in small quantities from a biological sample remains far from routine.
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Affiliation(s)
- D T McLachlin
- The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA.
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20
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Mancebo R, Zhou X, Shillinglaw W, Henzel W, Macdonald PM. BSF binds specifically to the bicoid mRNA 3' untranslated region and contributes to stabilization of bicoid mRNA. Mol Cell Biol 2001; 21:3462-71. [PMID: 11313472 PMCID: PMC100268 DOI: 10.1128/mcb.21.10.3462-3471.2001] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The early stages of Drosophila melanogaster development rely extensively on posttranscriptional forms of gene regulation. Deployment of the anterior body patterning morphogen, the Bicoid protein, requires both localization and translational regulation of the maternal bicoid mRNA. Here we provide evidence that the bicoid mRNA is also selectively stabilized during oogenesis. We identify and isolate a protein, BSF, that binds specifically to IV/V RNA, a minimal form of the bicoid mRNA 3' untranslated region that supports a normal program of mRNA localization during oogenesis. Mutations that disrupt the BSF binding site in IV/V RNA or substantially reduce the level of BSF protein lead to reduction in IV/V RNA levels, indicating a role for BSF in RNA stabilization. The BSF protein is novel and lacks all of the characterized RNA binding motifs. However, BSF does include multiple copies of the PPR motif, whose function is unknown but appears in other proteins with roles in RNA metabolism.
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Affiliation(s)
- R Mancebo
- Department of Biological Sciences, Stanford University, Stanford, California 94305, USA
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22
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Chong BE, Kim J, Lubman DM, Tiedje JM, Kathariou S. Use of non-porous reversed-phase high-performance liquid chromatography for protein profiling and isolation of proteins induced by temperature variations for Siberian permafrost bacteria with identification by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and capillary electrophoresis-electrospray ionization mass spectrometry. JOURNAL OF CHROMATOGRAPHY. B, BIOMEDICAL SCIENCES AND APPLICATIONS 2000; 748:167-77. [PMID: 11092596 DOI: 10.1016/s0378-4347(00)00288-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Non-porous reversed-phase high-performance liquid chromatography (NP-RP-HPLC) has been used to separate and isolate proteins from whole cell lysates of ED 7-3, a bacterium from the buried Siberian permafrost sediment. The proteins collected from the liquid eluent of this separation were then analyzed by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS) and capillary electrophoresis-electrospray ionization mass spectrometry (CE-ESI-MS). In order to study the differences in expression of cold-shock proteins (CSPs) at different growth temperatures, cultures of the ED 7-3 strain were prepared at 4 degrees C and 25 degrees C. The goals of this work were twofold: firstly, to identify the presence of CSPs and other proteins that are highly expressed at 4 degrees C but not at 25 degrees C; and secondly, to isolate these proteins for MALDI-TOF-MS and CE-ESI-MS identification. In this initial work, distinct protein profiles were observed for these cultures as a function of temperature. Fraction collection from the eluent of NP-RP-HPLC of some of the highly expressed proteins was performed and the proteins were mass analyzed for molecular mass. Peptide maps of the proteins were generated by tryptic digestion and were analyzed by CE-ESI-MS and MALDI-TOF-MS for database identification of the expressed proteins.
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Affiliation(s)
- B E Chong
- Department of Chemistry, The University of Michigan, Ann Arbor 48109-1055, USA
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23
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Yu LR, Zeng R, Shao XX, Wang N, Xu YH, Xia QC. Identification of differentially expressed proteins between human hepatoma and normal liver cell lines by two-dimensional electrophoresis and liquid chromatography-ion trap mass spectrometry. Electrophoresis 2000; 21:3058-68. [PMID: 11001323 DOI: 10.1002/1522-2683(20000801)21:14<3058::aid-elps3058>3.0.co;2-u] [Citation(s) in RCA: 126] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
In the previous study, the proteomes of the human hepatoma cell line BEL-7404 and the normal human liver cell line L-02 were separated by high resolution two-dimensional electrophoresis (2-DE). Image analysis revealed that 99 protein spots showed quantitative and qualitative variations that were significant (P < 0.01) and reproducible. Here we report the identification results of some of these protein spots. Protein spots excised from 2-D gels were subjected to in-gel digestion with trypsin, and the resulting peptides were measured by microbore high performance liquid chromatography - ion trap - mass spectrometry (LC-IT-MS) to obtain the tandem mass (MS/MS) spectra. Twelve protein spots were identified with high confidence using SEQUEST with uninterpreted MS/MS raw data. Besides inosine-5'-monophosphate dehydrogenase 2, heat shock 27 kDa protein, calreticulin and calmodulin, whose expression was elevated in hepatoma cells, glutathione-S-transferase P was identified from hepatoma cells in which its level was 18-fold higher compared to human liver cells. Two spots were identified as the homologs of reticulocalbin for the first time in hepatoma cells and their expression increased compared to liver cells. However, tubulin beta-1 chain and natural killer cell enhancing factor B were downregulated in hepatoma cells. A tumor suppressing serpin, maspin precursor, was identified from one spot whose quantity was much higher in the normal liver cell line. More interestingly, epidermal fatty acid-binding protein (E-FABP) and fatty acid-binding protein, adipocyte-type (A-FABP), were detected in liver cells but not in hepatoma cells. The functional implication of the identified proteins was discussed.
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Affiliation(s)
- L R Yu
- Shanghai Institute of Biochemistry, Chinese Academy of Sciences
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24
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25
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Weidenhaupt M, Bruckert F, Louwagie M, Garin J, Satre M. Functional and molecular identification of novel members of the ubiquitous membrane fusion proteins alpha- and gamma-SNAP (soluble N-ethylmaleimide-sensitive factor-attachment proteins) families in Dictyostelium discoideum. EUROPEAN JOURNAL OF BIOCHEMISTRY 2000; 267:2062-70. [PMID: 10727946 DOI: 10.1046/j.1432-1327.2000.01212.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The soluble N-ethylmaleimide-sensitive-factor-attachment proteins (SNAP) are eukaryotic soluble proteins required for membrane fusion. Based on their initial identification in bovine brain cytosol, they are divided in alpha/beta and gamma subfamilies. SNAPs act as adapters between N-ethylmaleimide-sensitive factor (NSF), a hexameric ATPase, and membrane SNARE proteins (SNAP receptors). Within the NSF/SNAP/SNARE complex, SNAPs contribute to the catalysis of an ATP-driven conformational change in the SNAREs, resulting in dissociation of the complex. We have constructed a Dictyostelium discoideum strain overexpressing a c-myc-tagged form of D. discoideum NSF (NSF-myc). Its immunoprecipitation from detergent-solubilized membrane extracts reveals two associated polypeptides with apparent molecular masses of 33 and 36 kDa (p33 and p36) that are absent in NSF-myc immunoprecipitates from cytosol. Analysis of trypsin-digested peptides by microsequencing and mass spectrometry and comparison with cDNA sequences identify p33 and p36 as the D. discoideum homologues of alpha- and gamma-SNAP, respectively. The alpha-/gamma-SNAP molar ratio is close to 3 in vegetative amoebae from this organism. The molecular identification of gamma-SNAP in plants (Arabidopsis thaliana) and insects (Drosophila melanogaster) documents, for the first time, the wide distribution of the gamma subtype. Altogether, these results suggest a specific role for gamma-SNAP, distinct from that of alpha-SNAP.
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Affiliation(s)
- M Weidenhaupt
- Laboratoire de Biochimie et Biophysique des Systèmes Intégrés (UMR314 CNRS) and Laboratoire de Chimie des Protéines, Département de Biologie Moléculaire et Structurale, CEA-Grenoble, France
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26
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Huang P, Wall DB, Parus S, Lubman DM. On-line capillary liquid chromatography tandem mass spectrometry on an ion trap/reflectron time-of-flight mass spectrometer using the sequence tag database search approach for peptide sequencing and protein identification. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2000; 11:127-135. [PMID: 10689665 DOI: 10.1016/s1044-0305(99)00128-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Capillary high-performance liquid chromatography has been coupled on-line with an ion trap storage/reflectron time-of-flight mass spectrometer to perform tandem mass spectrometry for tryptic peptides. Selection and fragmentation of the precursor ions were performed in a three-dimensional ion trap, and the resulting fragment ions were pulsed out of the trap into a reflectron time-of-flight mass spectrometer for mass analysis. The stored waveform inverse Fourier transform waveform was applied to perform ion selection and an improved tickle voltage optimization scheme was used to generate collision-induced dissociation. Tandem mass spectra of various doubly charged tryptic peptides were investigated where a conspicuous y ion series over a certain mass range defined a partial amino acid sequence. The partial sequence was used to determine the identity of the peptide or even the protein by database search using the sequence tag approach. Several peptides from tryptic digests of horse heart myoglobin and bovine cytochrome c were selected for tandem mass spectrometry (MS/MS) where it was demonstrated that the proteins could be identified based on sequence tags derived from MS/MS spectra. This approach was also utilized to identify protein spots from a two-dimensional gel separation of a human esophageal adenocarcinoma cell line.
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Affiliation(s)
- P Huang
- Department of Chemistry, University of Michigan, Ann Arbor 48109-1055, USA
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27
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Adamczyk M, Gebler JC, Wu J. Sequencing of anti-thyroxine monoclonal antibody fab fragment by ion trap mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2000; 14:999-1007. [PMID: 10844738 DOI: 10.1002/(sici)1097-0231(20000615)14:11<999::aid-rcm978>3.0.co;2-p] [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
A comprehensive mass spectrometric strategy is described for the sequencing of anti-thyroxine monoclonal antibody Fab region (48 000 Da). After reduction and S-carboxymethylation of the Fab, the modified light chain and Fd fragment were separated and subjected to multiple proteolytic digestions. The resulting digests were characterized by on-line microbore liquid chromatography/electrospray ionization ion trap mass spectrometry. Database search against published immunoglobulins (IgGs) allowed identification of all the peptides in constant domains. The homologous framework residues in the IgGs were utilized as 'sequence maps' for the sequence determination of variable domains. S-Carboxymethylation with an isotopic-enriched moiety greatly facilitated the recognition and data elucidation of cysteinyl peptides through the unique isotopic distribution patterns specific to the modified peptides. Methylation of peptide mixtures provided additional information for the interpretation of MS/MS spectra, allowing easy differentiation of Asp/Asn and Gln/Glu pairs. This study clearly demonstrates the power of mass spectrometry for the sequencing of antibodies without knowing the corresponding DNA sequences.
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Affiliation(s)
- M Adamczyk
- Department of Chemistry (9NM), Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064-6016, USA.
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28
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Abstract
An overview of the most recent developments in microcolumn liquid chromatography (LC) is presented. A short theoretical discussion on chromatographic dilution and extracolumn bandbroadening is given and also the recent progress and advances in column technology and instrumentation are reviewed. However, the emphasis of this review is on miniaturized sample clean-up, sample introduction techniques and on both established and more recent detection techniques for microcolumn LC. The hyphenation of miniaturized LC columns with other techniques, specifically on multidimensional chromatography and the coupling of microcolumn LC to mass spectrometry is discussed in detail. Both the on-line and automated off-line interfacing to other separation and detection techniques will also be addressed. Finally, a number of typical microcolumn LC applications are presented in order to demonstrate the potential of microcolumn LC methods in a variety of scientific areas.
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29
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Oda Y, Huang K, Cross FR, Cowburn D, Chait BT. Accurate quantitation of protein expression and site-specific phosphorylation. Proc Natl Acad Sci U S A 1999; 96:6591-6. [PMID: 10359756 PMCID: PMC21959 DOI: 10.1073/pnas.96.12.6591] [Citation(s) in RCA: 694] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
A mass spectrometry-based method is described for simultaneous identification and quantitation of individual proteins and for determining changes in the levels of modifications at specific sites on individual proteins. Accurate quantitation is achieved through the use of whole-cell stable isotope labeling. This approach was applied to the detection of abundance differences of proteins present in wild-type versus mutant cell populations and to the identification of in vivo phosphorylation sites in the PAK-related yeast Ste20 protein kinase that depend specifically on the G1 cyclin Cln2. The present method is general and affords a quantitative description of cellular differences at the level of protein expression and modification, thus providing information that is critical to the understanding of complex biological phenomena.
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Affiliation(s)
- Y Oda
- The Rockefeller University, 1230 York Avenue, New York, NY 10021, USA
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30
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Abstract
Proteome analysis is concerned with the global changes in protein expression as visualized most commonly by two-dimensional gel electrophoresis and analyzed by mass spectrometry. A drastic increase in the rapidity and reproducibility of protein isolation and identification is needed for proteome analysis to become a useful complement to global mRNA analysis. Simplification and standardization, based on innovation in both hard- and software, are prerequisites to the creation of automated proteomics platforms that are both robust and user-friendly, and will allow many more laboratories access to this technique. In this review we highlight the weak points in the chain of analysis (such as sample handling, protein separation and digestion) and summarize recent trends toward automation in instrumentation and software and offer our own personal view of future developments in the field.
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Affiliation(s)
- M Quadroni
- Protein Chemistry, ETH Zürich, Switzerland
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31
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Champion KM, Arnott D, Henzel WJ, Hermes S, Weikert S, Stults J, Vanderlaan M, Krummen L. A two-dimensional protein map of Chinese hamster ovary cells. Electrophoresis 1999; 20:994-1000. [PMID: 10344277 DOI: 10.1002/(sici)1522-2683(19990101)20:4/5<994::aid-elps994>3.0.co;2-n] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Chinese hamster ovary (CHO) cells are used extensively for the expression of biopharmaceutical protein products. As part of our effort to better understand CHO cell physiology and protein expression changes caused by modified culture conditions, we have begun to map CHO cell polypeptides. A parental cell line reference map was established using two-dimensional gel electrophoresis with immobilized pH gradients (pH 3-10) in the first dimension and a linear acrylamide gradient (9-18%T) in the second dimension. The map is composed of over 1000 silver-stained protein spots. Protein identification is proceeding using a combination of immunostaining, NH2-terminal sequencing, and mass spectrometric analyses. Among the proteins so far identified are glucose-regulated protein 78 (GRP78), protein disulfide isomerase (PDI), galectin-1, and several heat-shock proteins. The goal is to generate a database which emphasizes those proteins most relevant to the use of CHO cells as a host for recombinant protein expression.
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Affiliation(s)
- K M Champion
- Department of Analytical Chemistry, Genentech, South San Francisco, CA 94080, USA.
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32
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Wang KH, Brose K, Arnott D, Kidd T, Goodman CS, Henzel W, Tessier-Lavigne M. Biochemical purification of a mammalian slit protein as a positive regulator of sensory axon elongation and branching. Cell 1999; 96:771-84. [PMID: 10102266 DOI: 10.1016/s0092-8674(00)80588-7] [Citation(s) in RCA: 378] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Many neurons in both vertebrates and invertebrates innervate multiple targets by sprouting secondary axon collaterals (or branches) from a primary axon shaft. To begin to identify molecular regulators of axon branch initiation or extension, we studied the growth of single sensory axons in an in vitro collagen assay system and identified an activity in extracts of embryonic spinal cord and of postnatal and adult brain that promotes the elongation and formation of extensive branches by these axons. Biochemical purification of the activity from calf brain extracts led to the identification of an amino-terminal fragment of Slit2 as the main active component and to the discovery of a distinct activity that potentiates its effects. These results indicate that Slit proteins may function as positive regulators of axon collateral formation during the establishment or remodeling of neural circuits.
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Affiliation(s)
- K H Wang
- Department of Anatomy, Howard Hughes Medical Institute, University of California, San Francisco 94143-0452, USA
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33
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Stephenson JL, Cargile BJ, McLuckey SA. Ion trap collisional activation of disulfide linkage intact and reduced multiply protonated polypeptides. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 1999; 13:2040-2048. [PMID: 10510418 DOI: 10.1002/(sici)1097-0231(19991030)13:20<2040::aid-rcm754>3.0.co;2-w] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The presence of disulfide linkages in multiply charged polypeptide ions tends to inhibit the formation of structurally informative product ions under conventional quadrupole ion trap collisional activation conditions. In particular, fragmentation that requires two cleavages (i.e., cleavage of a disulfide linkage and a peptide linkage) is strongly suppressed. Reduction of the disulfide linkage(s) by use of dithiothreitol yields parent ions upon electrospray without this complication. Far richer structural information is revealed by ion trap collisional activation of the disulfide-reduced species than from the native species. These observations are illustrated with doubly protonated native and reduced somatosin, the [M + 5H](5+) ion of native bovine insulin and the [M + 4H](4+) and [M + 3H](3+) ions of the B-chain of bovine insulin produced by reduction of the disulfide linkages in insulin, and the [M + 11H](11+) ion of native chicken lysozyme and the [M + 11H](11+) and [M + 14H](14+) ions of reduced lysozyme. In each case, the product ions produced by ion trap collisional activation were subjected to ion/ion proton transfer reactions to facilitate interpretation of the product ion spectra. These studies clearly suggest that the identification of polypeptides with one or more disulfide linkages via application of ion trap collisional activation to the multiply charged parent ions formed directly by electrospray could be problematic. Means for cleaving the disulfide linkage, such as reduction by dithiothreitol prior to electrospray, are therefore desirable in these cases.
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Affiliation(s)
- J L Stephenson
- Chemical and Analytical Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831-6365, USA.
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34
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Adamczyk M, Gebler JC, Wu J. A simple method to identify cysteine residues by isotopic labeling and ion trap mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 1999; 13:1813-1817. [PMID: 10482894 DOI: 10.1002/(sici)1097-0231(19990930)13:18<1813::aid-rcm722>3.0.co;2-1] [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
A simple method was developed to facilitate the identification of cysteine-containing peptides based on S-carboxymethylation of cysteine residues with isotopically enriched bromoacetic acid. An ion trap mass spectrometer with high-resolution scan functionality allows identification of the unique isotopic distribution patterns specific to the modified peptides.
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Affiliation(s)
- M Adamczyk
- Department of Chemistry (9NM), Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064-6016, USA.
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