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Xia D, Ku Z, Lee SC, Brueck SRJ. Nanostructures and functional materials fabricated by interferometric lithography. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2011; 23:147-79. [PMID: 20976672 DOI: 10.1002/adma.201001856] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Interferometric lithography (IL) is a powerful technique for the definition of large-area, nanometer-scale, periodically patterned structures. Patterns are recorded in a light-sensitive medium, such as a photoresist, that responds nonlinearly to the intensity distribution associated with the interference of two or more coherent beams of light. The photoresist patterns produced with IL are a platform for further fabrication of nanostructures and growth of functional materials and are building blocks for devices. This article provides a brief review of IL technologies and focuses on various applications for nanostructures and functional materials based on IL including directed self-assembly of colloidal nanoparticles, nanophotonics, semiconductor materials growth, and nanofluidic devices. Perspectives on future directions for IL and emerging applications in other fields are presented.
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Affiliation(s)
- Deying Xia
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA
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52
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Osiri JK, Shadpour H, Witek MA, Soper SA. Integrated multifunctional microfluidics for automated proteome analyses. Top Curr Chem (Cham) 2011; 304:261-94. [PMID: 21678138 DOI: 10.1007/128_2011_152] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Proteomics is a challenging field for realizing totally integrated microfluidic systems for complete proteome processing due to several considerations, including the sheer number of different protein types that exist within most proteomes, the large dynamic range associated with these various protein types, and the diverse chemical nature of the proteins comprising a typical proteome. For example, the human proteome is estimated to have >10(6) different components with a dynamic range of >10(10). The typical processing pipeline for proteomics involves the following steps: (1) selection and/or extraction of the particular proteins to be analyzed; (2) multidimensional separation; (3) proteolytic digestion of the protein sample; and (4) mass spectral identification of either intact proteins (top-down proteomics) or peptide fragments generated from proteolytic digestions (bottom-up proteomics). Although a number of intriguing microfluidic devices have been designed, fabricated and evaluated for carrying out the individual processing steps listed above, work toward building fully integrated microfluidic systems for protein analysis has yet to be realized. In this chapter, information will be provided on the nature of proteomic analysis in terms of the challenges associated with the sample type and the microfluidic devices that have been tested to carry out individual processing steps. These include devices such as those for multidimensional electrophoretic separations, solid-phase enzymatic digestions, and solid-phase extractions, all of which have used microfluidics as the functional platform for their implementation. This will be followed by an in-depth review of microfluidic systems, which are defined as units possessing two or more devices assembled into autonomous systems for proteome processing. In addition, information will be provided on the challenges involved in integrating processing steps into a functional system and the approaches adopted for device integration. In this chapter, we will focus exclusively on the front-end processing microfluidic devices and systems for proteome processing, and not on the interface technology of these platforms to mass spectrometry due to the extensive reviews that already exist on these types of interfaces.
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Affiliation(s)
- John K Osiri
- Department of Chemistry, Louisiana State University, Baton Rouge, LA 70817, USA
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53
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Jönsson P, Gunnarsson A, Höök F. Accumulation and separation of membrane-bound proteins using hydrodynamic forces. Anal Chem 2010; 83:604-11. [PMID: 21155531 DOI: 10.1021/ac102979b] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The separation of molecules residing in the cell membrane remains a largely unsolved problem in the fields of bioscience and biotechnology. We demonstrate how hydrodynamic forces can be used to both accumulate and separate membrane-bound proteins in their native state. A supported lipid bilayer (SLB) was formed inside a microfluidic channel with the two proteins streptavidin (SA) and cholera toxin (CT) coupled to receptors in the lipid bilayer. The anchored proteins were first driven toward the edge of the lipid bilayer by hydrodynamic forces from a flowing liquid above the SLB, resulting in the accumulation of protein molecules at the edge of the bilayer. After the concentration process, the bulk flow of liquid in the channel was reversed and the accumulated proteins were driven away from the edge of the bilayer. Each type of protein was found to move at a characteristic drift velocity, determined by the frictional coupling between the protein and the lipid bilayer, as well as the size and shape of the protein molecule. Despite having a similar molecular weight, SA and CT could be separated into monomolecular populations using this approach. The method also revealed heterogeneity among the CT molecules, resulting in three subpopulations with different drift velocities. This was tentatively attributed to multivalent interactions between the protein and the monosialoganglioside G(M1) receptors in the lipid bilayer.
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Affiliation(s)
- Peter Jönsson
- Department of Applied Physics, Chalmers University of Technology, SE-41296 Gothenburg, Sweden.
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54
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Discovery of serum biomarkers for pancreatic adenocarcinoma using proteomic analysis. Br J Cancer 2010; 103:391-400. [PMID: 20588270 PMCID: PMC2920018 DOI: 10.1038/sj.bjc.6605764] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Background and aims: The serum/plasma proteome was explored for biomarkers to improve the diagnostic ability of CA19-9 in pancreatic adenocarcinoma (PC). Methods: A Training Set of serum samples from 20 resectable and 18 stage IV PC patients, 54 disease controls (DCs) and 68 healthy volunteers (HVs) were analysed by surface-enhanced laser desorption and ionisation time-of-flight mass spectrometry (SELDI-TOF MS). The resulting protein panel was validated on 40 resectable PC, 21 DC and 19 HV plasma samples (Validation-1 Set) and further by ELISA on 33 resectable PC, 28 DC and 18 HV serum samples (Validation-2 Set). Diagnostic panels were derived using binary logistic regression incorporating internal cross-validation followed by receiver operating characteristic (ROC) analysis. Results: A seven-protein panel from the training set PC vs DC and from PC vs HV samples gave the ROC area under the curve (AUC) of 0.90 and 0.90 compared with 0.87 and 0.91 for CA19-9. The AUC was greater (0.97 and 0.99, P<0.05) when CA19-9 was added to the panels and confirmed on the validation-1 samples. A simplified panel of apolipoprotein C-I (ApoC-I), apolipoprotein A-II (ApoA-II) and CA19-9 was tested on the validation-2 set by ELISA, in which the ROC AUC was greater than that of CA19-9 alone for PC vs DC (0.90 vs 0.84) and for PC vs HV (0.96 vs 0.90). Conclusions: A simplified diagnostic panel of CA19-9, ApoC-I and ApoA-II improves the diagnostic ability of CA19-9 alone and may have clinical utility.
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55
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Yang W, Woolley AT. Integrated Multi-process Microfluidic Systems for Automating Analysis. ACTA ACUST UNITED AC 2010; 15:198-209. [PMID: 20514343 DOI: 10.1016/j.jala.2010.01.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Microfluidic technologies have been applied extensively in rapid sample analysis. Some current challenges for standard microfluidic systems are relatively high detection limits, and reduced resolving power and peak capacity compared to conventional approaches. The integration of multiple functions and components onto a single platform can overcome these separation and detection limitations of microfluidics. Multiplexed systems can greatly increase peak capacity in multidimensional separations and can increase sample throughput by analyzing many samples simultaneously. On-chip sample preparation, including labeling, preconcentration, cleanup and amplification, can all serve to speed up and automate processes in integrated microfluidic systems. This paper summarizes advances in integrated multi-process microfluidic systems for automated analysis, their benefits and areas for needed improvement.
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Affiliation(s)
- Weichun Yang
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602
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56
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Ravipaty S, Reilly JP. Comprehensive characterization of methicillin-resistant Staphylococcus aureus subsp. aureus COL secretome by two-dimensional liquid chromatography and mass spectrometry. Mol Cell Proteomics 2010; 9:1898-919. [PMID: 20418541 DOI: 10.1074/mcp.m900494-mcp200] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Two-dimensional LC combined with whole protein and peptide mass spectrometry is used to characterize proteins secreted by methicillin-resistant Staphylococcus aureus COL. Protein identifications were accomplished via off-line protein fractionation followed by digestion and subsequent peptide analysis by reverse phase LC-ESI-LTQ-FT-MS/MS. Peptide MS/MS analysis identified 127 proteins comprising 59 secreted proteins, seven cell wall-anchored proteins, four lipoproteins, four membrane proteins, and 53 cytoplasmic proteins. The identified secreted proteins included various virulence factors of known functions (cytotoxins, enterotoxins, proteases, lipolytic enzymes, peptidoglycan hydrolases, etc.). Accurate whole protein mass measurement (+/-1.5 Da) of the secreted proteins combined with peptide analysis enabled identification of signal peptide cleavage sites and various post-translational modifications. In addition, new observations were possible using the present approach. Although signal peptide cleavage is highly specific, signal peptide processing can occur at more than one site. Surprisingly, cleaved signal peptides and their fragments can be observed in the extracellular medium. The prediction accuracies of several signal peptide prediction programs were also evaluated.
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Affiliation(s)
- Shobha Ravipaty
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405, USA
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57
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Levin Y, Jaros JAJ, Schwarz E, Bahn S. Multidimensional protein fractionation of blood proteins coupled to data-independent nanoLC-MS/MS analysis. J Proteomics 2009; 73:689-95. [PMID: 19896566 DOI: 10.1016/j.jprot.2009.10.013] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2009] [Revised: 09/29/2009] [Accepted: 10/30/2009] [Indexed: 11/19/2022]
Abstract
In order to exploit human blood as a source of protein disease biomarkers, robust analytical methods are needed to overcome the inherent molecular complexity of this bio-fluid. We present the coupling of label-free SAX chromatography and IMAC to a data-independent nanoLC-MS/MS (nanoLC-MS(E)) platform for analysis of blood plasma and serum proteins. The methods were evaluated using protein standards added at different concentrations to two groups of samples. The results demonstrate that both techniques enable accurate protein quantitation using low sample volumes and a minimal number of fractions. Combining both methods, 883 unique proteins were identified, of which 423 proteins showed high reproducibility. The two approaches resulted in identification of unique molecular signatures with an overlap of approximately 30%, thus providing complimentary information on sub-proteomes. These methods are potentially useful for systems biology, biomarker discovery, and investigation of phosphoproteins in blood.
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Affiliation(s)
- Yishai Levin
- Cambridge Centre for Neuropsychiatric Research, Institute of Biotechnology, Department of Chemical Engineering and Biotechnology, University of Cambridge, Tennis Court Road, CB 2 1QT Cambridge, United Kingdom
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58
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Tucholska M, Bowden P, Jacks K, Zhu P, Furesz S, Dumbrovsky M, Marshall J. Human serum proteins fractionated by preparative partition chromatography prior to LC-ESI-MS/MS. J Proteome Res 2009; 8:1143-55. [PMID: 19265436 DOI: 10.1021/pr8005217] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Many proteomics studies are limited to the identification of only the most abundant proteins in a sample due to the high sample complexity in most proteomes. We have here addressed this problem by prefractionation of human blood samples using microchromatography. We show that our approach resulted in high-stringency tryptic peptides identified by LC-ESI-MS/MS. Serum proteins were fractionated by batch and stepwise preparative chromatography using various types of chromatography resins (propyl sulfate, quaternary amine, diethylaminoethanol, cibachron blue, phenol Sepharose, carboxy methyl sepharose, hydroxyl apatite, heparin, concanavalin A and protein G) that were compared. The efficacy of sample fractionation was determined by protein assays, electrophoresis, and mass spectrometry. Tryptic peptides were separated by C18 liquid chromatography with electrospray ionization via metal needle at 2 microL/min with ion trap tandem mass spectrometry. The MS/MS spectra were correlated to some 4396 distinct sequences of the human forward RefSeq by X!TANDEM. Of these, 61% have been detected by other algorithms, but 3219 (73%) were never previously reported from blood by X!TANDEM. The use of a simple apparatus for making gravity microchromatography columns that permits the rapid side-by-side fractionation of many serum samples is described. Disposable microcolumns rapidly prepared blood samples for LC ESI-MS/MS that detected both tissue and cell leakage proteins known to exist in the approximately 1 ng/mL range and some circulating receptor sequences. Our results demonstrate that the depletion of albumin or IgG was not necessary prior to LC-MS/MS and that multiple forms of protein chromatography will be useful for complete identification of blood proteins.
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Affiliation(s)
- Monika Tucholska
- Department of Chemistry and Biology, Ryerson University, 350 Victoria Street, Toronto, Canada M5B 2K3
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59
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Roche S, Tiers L, Provansal M, Seveno M, Piva MT, Jouin P, Lehmann S. Depletion of one, six, twelve or twenty major blood proteins before proteomic analysis: the more the better? J Proteomics 2009; 72:945-51. [PMID: 19341827 DOI: 10.1016/j.jprot.2009.03.008] [Citation(s) in RCA: 78] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2008] [Revised: 03/16/2009] [Accepted: 03/24/2009] [Indexed: 10/20/2022]
Abstract
Depletion of major blood proteins is one of the most promising approaches to access low abundant biomarkers using proteomics. Immunocapture columns often used for this purpose exist in different formats depending on the number of major proteins removed. In this article, we compared the relative interest of depleting either one (albumin), six (albumin, IgG, IgA, transferrin, alpha1-antitrypsin, and haptoglobin), twelve (the previous six and apo A-I and -II, orosomucoid, alpha2-macroglobulin, fibrinogen, IgM) or twenty blood proteins (the previous twelve and IgD, ceruloplasmin, apo B, complement C1q, C3, C4, plasminogen, and prealbumin). Such study raises interesting issues related to the reproducibility, practicability, specificity of the immunocapture, and to the impact of removing not only the selected molecules, but also associated peptides and proteins. Depleted sera were here analysed using different proteomic approaches, including two dimensional electrophoresis and SELDI-TOF. Altogether, our results clearly confirmed the interest of depleting major blood proteins for the proteomic detection of low abundant components. However, we observed that increasing the number of depleted proteins from twelve to twenty had a limited beneficial impact and might increase drawbacks in removing associated peptides and proteins. This conclusion is however related to the technologies that we have used, and we believe that it is necessary to adapt the immunocapture to the analytical method employed, and to the ratio between wanted and unwanted proteins removed.
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Affiliation(s)
- Stéphane Roche
- CHU Montpellier, Biochimie Saint Eloi, Plateforme de Protéomique Clinique 80 av A. Fliche, Montpellier, France
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60
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Issaq HJ, Chan KC, Blonder J, Ye X, Veenstra TD. Separation, detection and quantitation of peptides by liquid chromatography and capillary electrochromatography. J Chromatogr A 2009; 1216:1825-37. [DOI: 10.1016/j.chroma.2008.12.052] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2008] [Revised: 12/10/2008] [Accepted: 12/17/2008] [Indexed: 02/09/2023]
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61
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Weissinger EM, Dickinson AM. Immunogenomics and proteomics in hematopoietic stem cell transplantation: predicting post-hematopoietic stem cell transplant complications. Cancer Treat Res 2009; 144:95-129. [PMID: 19779872 DOI: 10.1007/978-0-387-78580-6_5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Affiliation(s)
- Eva M Weissinger
- Hannover Medical School, Department of Hematology, Hemostasis, Oncology and Stem Cell Transplantation, Carl-Neuberg-Str.1, 30625 Hannover, Germany.
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62
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Schiess R, Wollscheid B, Aebersold R. Targeted proteomic strategy for clinical biomarker discovery. Mol Oncol 2008; 3:33-44. [PMID: 19383365 DOI: 10.1016/j.molonc.2008.12.001] [Citation(s) in RCA: 270] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2008] [Revised: 12/01/2008] [Accepted: 12/02/2008] [Indexed: 01/11/2023] Open
Abstract
The high complexity and large dynamic range of blood plasma proteins currently prohibit the sensitive and high-throughput profiling of disease and control plasma proteome sample sets large enough to reliably detect disease indicating differences. To circumvent these technological limitations we describe here a new two-stage strategy for the mass spectrometry (MS) assisted discovery, verification and validation of disease biomarkers. In an initial discovery phase N-linked glycoproteins with distinguishable expression patterns in primary normal and diseased tissue are detected and identified. In the second step the proteins identified in the initial phase are subjected to targeted MS analysis in plasma samples, using the highly sensitive and specific selected reaction monitoring (SRM) technology. Since glycosylated proteins, such as those secreted or shed from the cell surface are likely to reside and persist in blood, the two-stage strategy is focused on the quantification of tissue derived glycoproteins in plasma. The focus on the N-glycoproteome not only reduces the complexity of the analytes, but also targets an information-rich subproteome which is relevant for remote sensing of diseases in the plasma. The N-glycoprotein based biomarker discovery and validation workflow reviewed here allows for the robust identification of protein candidate panels that can finally be selectively monitored in the blood plasma at high sensitivity in a reliable, non-invasive and quantitative fashion.
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Affiliation(s)
- Ralph Schiess
- Institute of Molecular Systems Biology, ETH Zurich, Switzerland
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63
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Zhong H, Yun D, Zhang C, Yang P, Fan H, He F. Comprehensive proteome analysis of mouse liver by ampholyte-free liquid-phase isoelectric focusing. Electrophoresis 2008; 29:2372-80. [DOI: 10.1002/elps.200700654] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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64
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Schiffer E, Mischak H, Vanholder RC. Biomarkers for Renal Disease and Uremic Toxins. Clin Proteomics 2008. [DOI: 10.1002/9783527622153.ch25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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65
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Schiffer E, Mischak H, Theodorescu D, Vlahou A. Challenges of using mass spectrometry as a bladder cancer biomarker discovery platform. World J Urol 2008; 26:67-74. [PMID: 18175124 DOI: 10.1007/s00345-007-0234-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2007] [Accepted: 12/11/2007] [Indexed: 12/28/2022] Open
Abstract
INTRODUCTION Bladder cancer (BCa) is one of the most prevalent malignancies worldwide, mostly due to its high recurrence rates. In consequence, the necessity of repeated screening for reappearance demonstrates the urgent need for novel biomarkers as alternatives to invasive standard procedures. METHODS Proteomic technologies have emerged as powerful platforms for unbiased biomarker discovery and revolutionized the classical "target-driven" analysis of single marker candidates. Although proteome profiling is still far from demonstrating its full potential in clinical diagnosis, first studies clearly denote its significant potential. CONCLUSIONS This review provides a discussion of the challenges related to clinical proteomics using mass spectrometry, emphasizing bladder cancer biomarker discovery. An outline of the technological prerequisites for reliable proteome profiling, data mining and interpretation, as well as, reflections on future trends in the field are provided.
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Affiliation(s)
- Eric Schiffer
- Mosaiques Diagnostics and Therapeutics AG, Hannover, Germany
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66
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Ge Y, Preston RJ, Owen RD. Toxicoproteomics and its application to human health risk assessment. Proteomics Clin Appl 2007; 1:1613-24. [DOI: 10.1002/prca.200700490] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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67
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Pereira-Medrano AG, Sterling A, Snijders APL, Reardon KF, Wright PC. A systematic evaluation of chip-based nanoelectrospray parameters for rapid identification of proteins from a complex mixture. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2007; 18:1714-25. [PMID: 17689093 DOI: 10.1016/j.jasms.2007.06.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2006] [Revised: 06/15/2007] [Accepted: 06/22/2007] [Indexed: 05/16/2023]
Abstract
HPLC-MS/MS is widely used for protein identification from gel spots and shotgun fractions. Although HPLC has well recognized benefits, this type of sample infusion also has some undesirable attributes: relatively low sample throughput, potential sample-to-sample carryover, time-varying sample composition, and no option for longer sample infusion for longer MS analyses. An automated chip-based ESI device (CB-ESI) has the potential to overcome these limitations. This report describes a systematic evaluation of the information-dependant acquisition (IDA) and sample preparation protocols for rapid protein identification from a complex mixture using a CB-ESI source compared with HPLC-ESI (gradient and isocratic elutions). Cytochrome c and a six-protein mixture (11-117 kDa) were used to develop an IDA protocol for rapid protein identification and to evaluate the effects of sample preparation protocols. MS (1-10 s) and MS/MS (1-60 s) scan times, sample concentration (50-500 fmol/microL), and ZipTipC(18) cleanup were evaluated. Based on MOWSE scores, protein coverage, experimental run time, number of identified proteins, and reproducibility, a 12.5 min experiment (22 cycles, each with one 3 s MS and eight 10 s MS/MS scans) was determined to be the optimal IDA protocol for CB-ESI. This work flow yielded up to 220% greater peptide coverage compared with gradient HPLC-ESI and provided protein identifications with up to a 2-fold higher throughput rate than either HPLC-ESI approach, whilst employing half the amount of sample over the same time frame. The results from this study support the use of CB-ESI as a rapid alternative to the identification of protein mixtures.
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Affiliation(s)
- Ana Gabriela Pereira-Medrano
- Biological and Environmental Systems Group, Department of Chemical and Process Engineering, University of Sheffield, Sheffield, United Kingdom
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68
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Nirmalan N, Flett F, Skinner T, Hyde JE, Sims PFG. Microscale solution isoelectric focusing as an effective strategy enabling containment of hemeoglobin-derived products for high-resolution gel-based analysis of the Plasmodium falciparum proteome. J Proteome Res 2007; 6:3780-7. [PMID: 17696383 PMCID: PMC2632839 DOI: 10.1021/pr070278r] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The high hemeozoin (beta-hemeatin) content of Plasmodium falciparum lysates imposes severe limitations on the analysis of the malarial proteome, in particular compromising the loading capacities of two-dimensional gels. Here we report on the adaptation of a recently developed solution-phase isoelectric focusing-based fractionation technique as a prefractionation strategy for efficient containment of hemeoglobin-derived products and complexity reduction, to facilitate the high-resolution gel-based quantitative analysis of plasmodial lysates.
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Affiliation(s)
- Niroshini Nirmalan
- Manchester Interdisciplinary Biocentre, Faculty of Life Sciences, University of Manchester, 131 Princess Street, Manchester M1 7DN, United Kingdom
| | - Fiona Flett
- Manchester Interdisciplinary Biocentre, Faculty of Life Sciences, University of Manchester, 131 Princess Street, Manchester M1 7DN, United Kingdom
| | - Tom Skinner
- Manchester Interdisciplinary Biocentre, Faculty of Life Sciences, University of Manchester, 131 Princess Street, Manchester M1 7DN, United Kingdom
| | - John E. Hyde
- Manchester Interdisciplinary Biocentre, Faculty of Life Sciences, University of Manchester, 131 Princess Street, Manchester M1 7DN, United Kingdom
| | - Paul F. G. Sims
- Manchester Interdisciplinary Biocentre, Faculty of Life Sciences, University of Manchester, 131 Princess Street, Manchester M1 7DN, United Kingdom
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69
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Mistry K, Grinberg N. Separation of Peptides and Proteins by Capillary Electrochromatography. J LIQ CHROMATOGR R T 2007. [DOI: 10.1081/jlc-120030601] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Kavita Mistry
- a Analytical Research , Merck & Co., Inc. , RY818‐C208, P.O. Box 2000, Rahway , New Jersey , 07065 , USA
| | - Nelu Grinberg
- a Analytical Research , Merck & Co., Inc. , RY818‐C208, P.O. Box 2000, Rahway , New Jersey , 07065 , USA
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70
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Theodorescu D, Mischak H. Mass spectrometry based proteomics in urine biomarker discovery. World J Urol 2007; 25:435-43. [PMID: 17703310 DOI: 10.1007/s00345-007-0206-3] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2007] [Accepted: 07/13/2007] [Indexed: 11/28/2022] Open
Abstract
All organisms contain 1,000s of proteins and peptides in their body fluids, which undergo disease-specific changes. Advances in the understanding of the functional relevance of these polypeptides under different (patho)physiological conditions and the identification of indicative changes with disease would greatly enhance diagnosis and therapy. The low-molecular-weight proteome, also termed peptidome, provides a rich source of information. Due to its lower molecular weight, the peptidome can be assessed without the need for sample manipulation like tryptic digests. This advantage facilitates comparative analysis but it also raises technical challenges differing from those in proteomics. The first part of this manuscript, is focused on the low-molecular-weight urinary proteome and reviews methodological aspects of sample collection, preparation, analysis, and data evaluation. The second part summarizes the recent progress in the definition and identification of clinically relevant polypeptide markers.
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Affiliation(s)
- Dan Theodorescu
- Department of Molecular Physiology, University of Virginia, Charlottesville, USA
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71
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Kolialexi A, Mavrou A, Tsangaris GT. Proteomic analysis of human reproductive fluids. Proteomics Clin Appl 2007; 1:853-60. [DOI: 10.1002/prca.200700040] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2007] [Indexed: 11/06/2022]
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72
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Lohaus C, Nolte A, Blüggel M, Scheer C, Klose J, Gobom J, Schüler A, Wiebringhaus T, Meyer HE, Marcus K. Multidimensional chromatography: a powerful tool for the analysis of membrane proteins in mouse brain. J Proteome Res 2007; 6:105-13. [PMID: 17203954 DOI: 10.1021/pr060247g] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Understanding the function of membrane proteins is of fundamental importance due to their crucial roles in many cellular processes and their direct association with human disorders. However, their analysis poses a special challenge, largely due to their highly amphipathic nature. Until recently, analyses of proteomic samples mainly were performed by two-dimensional polyacrylamide gel electrophoresis (2D-PAGE), due to the unprecedented separation power of the technique. However, in conventional 2D-PAGE membrane proteins are generally underrepresented due to their tendency to precipitate during isoelectric focusing and their inefficient transfer from the first to the second dimension. As a consequence, several other separation techniques, primarily based on liquid chromatography (LC), have been employed for analysis of this group of proteins. In the present study, different LC-based methods were compared for the analysis of crude protein extracts. One- and two-dimensional high-performance liquid chromatographic (1D- and 2D-HPLC) separations of brain protein tryptic digests with a predicted concentration range of up to 5 orders of magnitude were found to be insufficient, thus making a preceding fractionation step necessary. An additional protein separation step was introduced and a 3D-PAGE-HPLC analysis was performed. The results of these experiments are compared with results of 2D-PAGE/matrix-assisted laser desorption ionization mass spectrometric (MALDI MS) analyses of the same samples. Features, challenges, advantages, and disadvantages of the respective systems are discussed. The brain (mouse and human) was chosen as the analyzed tissue as it is of high interest in medical and pharmaceutical research into neurological diseases such as multiple sclerosis, stroke, Alzheimer's disease, and Parkinson's disease. The study is part of our ongoing research aimed at identifying new biomarkers for neurodegenerative diseases.
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73
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Mischak H, Julian BA, Novak J. High-resolution proteome/peptidome analysis of peptides and low-molecular-weight proteins in urine. Proteomics Clin Appl 2007; 1:792. [PMID: 20107618 PMCID: PMC2811330 DOI: 10.1002/prca.200700043] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2007] [Indexed: 11/09/2022]
Abstract
All organisms contain thousands of proteins and peptides in their body fluids. A deeper insight into the functional relevance of these polypeptides under different physiological and pathophysiological conditions and the discovery of specific peptide biomarkers would greatly enhance diagnosis and therapy of specific diseases. The low-molecular-weight proteome, also termed peptidome, provides a rich source of information. Due to its unique features, the technical challenges differ somewhat from those in "common" proteomics. In this manuscript, we focus on the low-molecular-weight urinary proteome. We review the methodological aspects of sample collection, preparation, analysis, and subsequent data evaluation. In the second part of this review, we summarize the recent progress in the definition and identification of clinically relevant polypeptide markers.
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Affiliation(s)
| | | | - Jan Novak
- University of Alabama at Birmingham, Birmingham, AL, USA
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74
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Sahlin E. Two-dimensional capillary electrophoresis using tangentially connected capillaries. J Chromatogr A 2007; 1154:454-9. [PMID: 17459399 DOI: 10.1016/j.chroma.2007.04.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2007] [Revised: 03/29/2007] [Accepted: 04/02/2007] [Indexed: 11/24/2022]
Abstract
A novel type of fused silica capillary system is described where channels with circular cross-sections are tangentially in contact with each other and connected through a small opening at the contact area. Since the channels are not crossing each other in the same plane, the capillaries can easily be filled with different solutions, i.e. different solutions will be in contact with each other at the contact point. The system has been used to perform different types of two-dimensional separations and the complete system is fully automated where a high voltage switch is used to control the location of the high voltage in the system. Using two model compounds it is demonstrated that a type of two-dimensional separation can be performed using capillary zone electrophoresis at two different pH values. It is also shown that a compound with acid/base properties can be concentrated using a dynamic pH junction mechanism when transferred from the first separation to the second separation. In addition, the system has been used to perform a comprehensive two-dimensional capillary electrophoresis separation of tryptic digest of bovine serum albumin using capillary zone electrophoresis followed by micellar electrokinetic chromatography.
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Affiliation(s)
- Eskil Sahlin
- Department of Chemistry, Göteborg University, 412 96 Göteborg, Sweden.
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75
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Abstract
There has been increased activity in the last few years in the search for disease markers using fractionation of complex biological fluids combined with MS. While electrophoretic and chromatographic separations have played a major role in this endeavor, this manuscript is limited to a review of electrophoretic methods that have been established for disease biomarker discovery. These methods include 2-DE, difference gel electrophoresis (DIGE), and CE. We define what constitutes a biomarker, identify the steps required for establishing a biomarker, and describe the parameters needed in the design of an ideal diagnostic test. The application, advantages, and limitations of CE, DIGE, and 2-DE in meeting the goal of discovering novel biomarkers is discussed in detail, along with a few selected examples that illustrate the search for biomarkers for cancer and neurological diseases.
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Affiliation(s)
- Haleem J Issaq
- Laboratory of Proteomics and Analytical Technologies, SAIC-Frederick, Inc., NCI-Frederick, Frederick, MD 21702, USA.
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76
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Armenta JM, Gu B, Thulin CD, Lee ML. Coupled affinity-hydrophobic monolithic column for on-line removal of immunoglobulin G, preconcentration of low abundance proteins and separation by capillary zone electrophoresis. J Chromatogr A 2007; 1148:115-22. [PMID: 17379232 DOI: 10.1016/j.chroma.2007.02.089] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2006] [Revised: 02/18/2007] [Accepted: 02/23/2007] [Indexed: 11/26/2022]
Abstract
A butyl methacrylate-co-ethylene dimethacrylate (BuMA-co-EDMA) monolith was synthesized by UV initiated polymerization at the inlet end of a 75 microm I.D. fused silica capillary that had been previously coated with a protein compatible polymer, poly(vinyl)alcohol. The monolith was used for on-line preconcentration of proteins followed by capillary electrophoresis (CE) separation. For the analysis of standard proteins (cytochrome c, lysozyme and trypsinogen A) this system proved reproducible. The run-to-run %RSD values for migration time and corrected peak area were less than 5%, which is typical of CE. As measured by frontal analysis using lysozyme as solute, saturation of a 1cm monolith was reached after loading 48 ng of protein. Finally, the BuMA-co-EDMA monolithic preconcentrator was coupled to a protein G monolithic column via a zero dead volume union. The coupled system was used for on-line removal of IgG, preconcentration of standard proteins and CE separation. This system could be a valuable sample preparation tool for the analysis of low abundance proteins in complex samples such as human serum, in which high abundance proteins, e.g., human serum albumin (HSA) and immunoglobulin G (IgG), hinder identification and quantification of low abundance proteins.
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Affiliation(s)
- Jenny M Armenta
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602-5700, USA
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77
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Gao M, Deng C, Lin S, Hu F, Tang J, Yao N, Zhang X. Recent developments and contributions from Chinese scientists in multidimensional separations for proteomics and traditional Chinese medicines. J Sep Sci 2007; 30:785-91. [PMID: 17536722 PMCID: PMC7167053 DOI: 10.1002/jssc.200600372] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2006] [Revised: 12/07/2006] [Indexed: 11/11/2022]
Abstract
The most basic task in proteomics remains the detection and identification of proteins from a biological sample, and the most traditional way to achieve this goal consists in protein separations performed by two-dimensional polyacrylamide gel electrophoresis (2-D PAGE). Yet the 2-D PAGE-mass spectrometry (MS) approach has its drawbacks with regard to automation, sensitivity, and throughput. Consequently, considerable effort has been devoted to the development of non-gel-based proteome separation technologies in an effort to alleviate the shortcomings of 2-D PAGE. In addition, traditional Chinese medicines (TCMs), due to their long period of clinical testing and reliable therapeutic efficacy, are attracting increased global attention. However, hundreds or even thousands of components are usually present in TCMs, which results in great difficulties of separation. As a mainstream separation tool, multidimensional liquid separation systems have shown powerful separation ability, high peak capacity, and excellent detectability in the analysis of complex samples including biological samples and TCMs, etc. Therefore, this review emphasizes the most recent advances in multidimensional liquid chromatography and capillary electrophoresis-based separation techniques, and the corresponding applications in proteomics and TCMs. In view of the significant contributions from Chinese scientists, this review focuses mainly on the work of Chinese scientists in the above fields.
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Affiliation(s)
- Mingxia Gao
- Department of Chemistry, Fudan University, Shanghai, China. Fax: +86‐21‐6564‐1740
- Research Center of Proteome, Fudan University, Shanghai, China
| | - Chunhui Deng
- Department of Chemistry, Fudan University, Shanghai, China. Fax: +86‐21‐6564‐1740
- Research Center of Proteome, Fudan University, Shanghai, China
| | - Shuang Lin
- Department of Chemistry, Fudan University, Shanghai, China. Fax: +86‐21‐6564‐1740
- Research Center of Proteome, Fudan University, Shanghai, China
| | - Fengli Hu
- Department of Chemistry, Fudan University, Shanghai, China. Fax: +86‐21‐6564‐1740
- Research Center of Proteome, Fudan University, Shanghai, China
| | - Jia Tang
- Department of Chemistry, Fudan University, Shanghai, China. Fax: +86‐21‐6564‐1740
- Research Center of Proteome, Fudan University, Shanghai, China
| | - Ning Yao
- Department of Chemistry, Fudan University, Shanghai, China. Fax: +86‐21‐6564‐1740
- Research Center of Proteome, Fudan University, Shanghai, China
| | - Xiangmin Zhang
- Research Center of Proteome, Fudan University, Shanghai, China
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78
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Karty JA, Running WE, Reilly JP. Two dimensional liquid phase separations of proteins using online fractionation and concentration between chromatographic dimensions. J Chromatogr B Analyt Technol Biomed Life Sci 2007; 847:103-13. [PMID: 17056305 DOI: 10.1016/j.jchromb.2006.09.043] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2006] [Revised: 08/04/2006] [Accepted: 09/21/2006] [Indexed: 11/21/2022]
Abstract
Multi-dimensional liquid chromatography is often presented as an alternative to two-dimensional (2-D) gel electrophoresis for separating complex protein mixtures. The vast majority of analytical-scale 2-D LC systems have employed either off-line fractionation or stepped gradients in the first dimension separation. The latter severely restrict flexibility in setting up the first dimension gradient. We propose a novel two-dimensional LC system that employs online fractionation of proteins into a series of small reversed phase trapping columns. These traps effectively decouple the two separation dimensions and avoid problems associated with off-line fraction collection. Flexibility in determining the gradient programs for the two separations is thus enhanced. The reduced diameter of the trapping columns concentrates analyte between chromatographic dimensions. The apparatus is coupled with online electrospray time-of-flight mass spectrometry to characterize ribosomal proteins of Caulobacter crescentus.
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Affiliation(s)
- Jonathan A Karty
- Department of Chemistry, Indiana University, Bloomington, IN 47405, USA
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79
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Fliser D, Novak J, Thongboonkerd V, Argilés A, Jankowski V, Girolami MA, Jankowski J, Mischak H. Advances in urinary proteome analysis and biomarker discovery. J Am Soc Nephrol 2007; 18:1057-71. [PMID: 17329573 DOI: 10.1681/asn.2006090956] [Citation(s) in RCA: 221] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Noninvasive diagnosis of kidney diseases and assessment of the prognosis are still challenges in clinical nephrology. Definition of biomarkers on the basis of proteome analysis, especially of the urine, has advanced recently and may provide new tools to solve those challenges. This article highlights the most promising technological approaches toward deciphering the human proteome and applications of the knowledge in clinical nephrology, with emphasis on the urinary proteome. The data in the current literature indicate that although a thorough investigation of the entire urinary proteome is still a distant goal, clinical applications are already available. Progress in the analysis of human proteome in health and disease will depend more on the standardization of data and availability of suitable bioinformatics and software solutions than on new technological advances. It is predicted that proteomics will play an important role in clinical nephrology in the very near future and that this progress will require interactive dialogue and collaboration between clinicians and analytical specialists.
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Affiliation(s)
- Danilo Fliser
- Mosaiques Diagnostics and Therapeutics AG, Mellendorfer Strasse 7-9, D-30625 Hannover, Germany
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80
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Issaq HJ, Fox SD, Mahadevan M, Conrads TP, Veenstra TD. Effect of Experimental Parameters on the HPLC Separation of Peptides and Proteins. J LIQ CHROMATOGR R T 2007. [DOI: 10.1081/jlc-120023246] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Haleem J. Issaq
- a Analytical Chemistry Laboratory , SAIC‐Frederick, Inc. , NCI‐Frederick, P.O. Box B, Frederick , Maryland , 21702‐1201 , USA
| | - Stephen D. Fox
- a Analytical Chemistry Laboratory , SAIC‐Frederick, Inc. , NCI‐Frederick, P.O. Box B, Frederick , Maryland , 21702‐1201 , USA
| | - Megha Mahadevan
- a Analytical Chemistry Laboratory , SAIC‐Frederick, Inc. , NCI‐Frederick, P.O. Box B, Frederick , Maryland , 21702‐1201 , USA
| | - Thomas P. Conrads
- a Analytical Chemistry Laboratory , SAIC‐Frederick, Inc. , NCI‐Frederick, P.O. Box B, Frederick , Maryland , 21702‐1201 , USA
| | - Timothy D. Veenstra
- a Analytical Chemistry Laboratory , SAIC‐Frederick, Inc. , NCI‐Frederick, P.O. Box B, Frederick , Maryland , 21702‐1201 , USA
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81
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Abstract
High-performance liquid chromatography (HPLC) has proved extremely versatile over the past 25 yr for the isolation and purification of peptides varying widely in their sources, quantity and complexity. This article covers the major modes of HPLC utilized for peptides (size-exclusion, ion-exchange, and reversed-phase), as well as demonstrating the potential of a novel mixed-mode hydrophilic interaction/cation-exchange approach developed in this laboratory. In addition to the value of these HPLC modes for peptide separations, the value of various HPLC techniques for structural characterization of peptides and proteins will be addressed, e.g., assessment of oligomerization state of peptides/proteins by size-exclusion chromatography and monitoring the hydrophilicity/hydrophobicity of amphipathic alpha-helical peptides, a vital precursor for the development of novel antimicrobial peptides. The value of capillary electrophoresis for peptide separations is also demonstrated. Preparative reversed-phase chromatography purification protocols for sample loads of up to 200 mg on analytical columns and instrumentation are introduced for both peptides and recombinant proteins.
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Affiliation(s)
- Colin T Mant
- Department of Biochemistry and Molecular Genetics, University of Colorado at Denver and Health Sciences Center, Aurora, CO, USA
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82
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Suzuki N, Gamble L, Tamerler C, Sarikaya M, Castner DG, Ohuchi FS. Adsorption of genetically engineered proteins studied by time-of-flight secondary ion mass spectrometry (TOF-SIMS). Part A: data acquisition and principal component analysis (PCA). SURF INTERFACE ANAL 2007. [DOI: 10.1002/sia.2536] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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83
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Comparison between surface and bead-based MALDI profiling technologies using a single bioinformatics algorithm. Clin Proteomics 2006. [DOI: 10.1007/bf02752497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
Abstract
In this manuscript, we compared serum profiles obtained with two related technologies, SELDI-TOF and Clinprot, using a single bioinformatic algorithm. These two approaches rely on mass spectrometry to detect proteins and peptides initially selected by binding to various chromatographic matrices. They are proposed by two different companies, and they are competing for being the reference in high throughput serum profiling for clinical proteomics. This independent evaluation of these two technologies put the light on some of their differences, suggests that they address different proteome fractions and, thus, could be complementary. Taken together, our data could contribute to the parameters relevant for the choice of one technology or the other.
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84
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Sriyam S, Sinchaikul S, Tantipaiboonwong P, Tzao C, Phutrakul S, Chen ST. Enhanced detectability in proteome studies. J Chromatogr B Analyt Technol Biomed Life Sci 2006; 849:91-104. [PMID: 17140866 DOI: 10.1016/j.jchromb.2006.10.065] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2006] [Revised: 10/11/2006] [Accepted: 10/27/2006] [Indexed: 11/30/2022]
Abstract
The discovery of candidate biomarkers from biological materials coupled with the development of detection methods holds both incredible clinical potential as well as significant challenges. However, the proteomic techniques still provide the low dynamic range of protein detection at lower abundances. This review describes the current development of potential methods to enhance the detection and quantification in proteome studies. It also includes the bioinformatics tools that are helpfully used for data mining of protein ontology. Therefore, we believe that this review provided many proteomic approaches, which would be very potent and useful for proteome studies and for further diagnostic and therapeutic applications.
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Affiliation(s)
- Supawadee Sriyam
- Institute of Biological Chemistry and Genomics Research Center, Academia Sinica, Taipei 11529, Taiwan
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85
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Roche S, Tiers L, Provansal M, Piva MT, Lehmann S. Interest of major serum protein removal for Surface-Enhanced Laser Desorption/Ionization - Time Of Flight (SELDI-TOF) proteomic blood profiling. Proteome Sci 2006; 4:20. [PMID: 17022823 PMCID: PMC1613235 DOI: 10.1186/1477-5956-4-20] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2006] [Accepted: 10/05/2006] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Surface-Enhanced Laser Desorption/Ionization - Time Of Flight (SELDI-TOF) has been proposed as new approach for blood biomarker discovery. However, results obtained so far have been often disappointing as this technique still has difficulties to detect low-abundant plasma and serum proteins. RESULTS We used a serum depletion scheme using chicken antibodies against various abundant proteins to realized a pre-fractionation of serum prior to SELDI-TOF profiling. Depletion of major serum proteins by immunocapture was confirmed by 1D and 2D gel electrophoresis. SELDI-TOF analysis of bound and unbound (depleted) serum fractions revealed that this approach allows the detection of new low abundant protein peaks with satisfactory reproducibility. CONCLUSION The combination of immunocapture and SELDI-TOF analysis opens new avenues into proteomic profiling for the discovery of blood biomarkers.
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Affiliation(s)
- Stéphane Roche
- Institut de Génétique Humaine du CNRS, 141 rue de la Cardonille, 34396 Montpellier, France
- CHU Montpellier, Laboratoire de Biochimie, Hôpital St. Eloi, 80, av A. Fliche, 34295 Montpellier Cedex 5, France
| | - Laurent Tiers
- Institut de Génétique Humaine du CNRS, 141 rue de la Cardonille, 34396 Montpellier, France
| | - Monique Provansal
- Institut de Génétique Humaine du CNRS, 141 rue de la Cardonille, 34396 Montpellier, France
- Faculté de Médecine Montpellier – Nîmes, UM1 – UFR Médecine, 2, rue École de Médecine, 34060 Montpellier, France
| | - Marie-Thérèse Piva
- CHU Montpellier, Laboratoire de Biochimie, Hôpital St. Eloi, 80, av A. Fliche, 34295 Montpellier Cedex 5, France
- Faculté de Médecine Montpellier – Nîmes, UM1 – UFR Médecine, 2, rue École de Médecine, 34060 Montpellier, France
| | - Sylvain Lehmann
- Institut de Génétique Humaine du CNRS, 141 rue de la Cardonille, 34396 Montpellier, France
- CHU Montpellier, Laboratoire de Biochimie, Hôpital St. Eloi, 80, av A. Fliche, 34295 Montpellier Cedex 5, France
- Faculté de Médecine Montpellier – Nîmes, UM1 – UFR Médecine, 2, rue École de Médecine, 34060 Montpellier, France
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86
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Schiffer E, Mischak H, Novak J. High resolution proteome/peptidome analysis of body fluids by capillary electrophoresis coupled with MS. Proteomics 2006; 6:5615-27. [PMID: 16991199 DOI: 10.1002/pmic.200600230] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
All organisms contain thousands of proteins and peptides in their body fluids. A deeper insight into the functional relevance of these polypeptides under different physiological and pathophysiological conditions and the discovery of specific peptide biomarkers would greatly enhance both diagnosis and therapy of specific diseases. Proteomic methods can provide means to accomplish this grand medical vision. In this review, we will focus on the potential use of proteome analysis for clinical applications, such as disease diagnosis and assessment of response to therapy. We focus on CE coupled with MS (CE-MS) and review in detail different aspects of CE-MS coupling and the results obtained using CE-MS analysis of clinically relevant samples. We also discuss clinical applications of the technology for the diagnosis of renal diseases, urogenital cancer, and arteriosclerosis as well as monitoring the responses to therapeutic interventions.
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Affiliation(s)
- Eric Schiffer
- Mosaiques Diagnostics & Therapeutics AG, Hanover, Germany
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87
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Mills JB, Mant CT, Hodges RS. One-step purification of a recombinant protein from a whole cell extract by reversed-phase high-performance liquid chromatography. J Chromatogr A 2006; 1133:248-53. [PMID: 16945380 PMCID: PMC2722115 DOI: 10.1016/j.chroma.2006.08.042] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2006] [Revised: 08/11/2006] [Accepted: 08/15/2006] [Indexed: 11/30/2022]
Abstract
We have developed a one-step facile, flexible and readily scalable purification method for a recombinant protein, TM 1-99 (113 amino acid residues; 12,837 Da) based on reversed-phase high-performance liquid chromatography (RP-HPLC) from an E. coli cell lysate. Following cell lysis, the cell contents were extracted with 0.1% aqueous trifluoroacetic acid (TFA), applied directly under conditions of high sample load to a narrow bore RP-HPLC C(8) column (150 mm x 2.1 mm I.D.) and eluted by a shallow gradient of acetonitrile (0.1%/min). Loads of 23 and 48 mg of lyophilized crude cell extract produced 2.4 and 4.2mg of purified product (>94% pure), respectively, at >94% recovery. Our results show the excellent potential of one-step RP-HPLC for purification of recombinant proteins from cell lysates, where high yields of purified product and greater purity are achieved compared to affinity chromatography. Such an approach was also successful in purifying just trace levels (<0.1% of total contents of crude sample) of TM 1-99 from a cell lysate.
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Affiliation(s)
| | | | - Robert S. Hodges
- Corresponding author. Tel.: +1 303 724 3253. E-mail address: (R.S. Hodges)
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88
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Yu L, Issaq HJ, Conrads TP, Uo T, Blonder J, Janini GM, Morrison RS, Veenstra TD. Evaluation of Liquid Chromatography–Mass Spectrometry for Routine Proteome Analyses. J LIQ CHROMATOGR R T 2006. [DOI: 10.1081/jlc-120025593] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Li‐Rong Yu
- a Laboratory of Proteomics and Analytical Technologies , SAIC‐Frederick, Inc., National Cancer Institute at Frederick , P.O. Box B, 1050 Boyles Street, Frederick, Maryland, 21702‐1201, USA
| | - Haleem J. Issaq
- a Laboratory of Proteomics and Analytical Technologies , SAIC‐Frederick, Inc., National Cancer Institute at Frederick , P.O. Box B, 1050 Boyles Street, Frederick, Maryland, 21702‐1201, USA
| | - Thomas P. Conrads
- a Laboratory of Proteomics and Analytical Technologies , SAIC‐Frederick, Inc., National Cancer Institute at Frederick , P.O. Box B, 1050 Boyles Street, Frederick, Maryland, 21702‐1201, USA
| | - Takuma Uo
- b Department of Neurological Surgery , University of Washington School of Medicine , Seattle, Washington, USA
| | - Josip Blonder
- a Laboratory of Proteomics and Analytical Technologies , SAIC‐Frederick, Inc., National Cancer Institute at Frederick , P.O. Box B, 1050 Boyles Street, Frederick, Maryland, 21702‐1201, USA
| | - George M. Janini
- a Laboratory of Proteomics and Analytical Technologies , SAIC‐Frederick, Inc., National Cancer Institute at Frederick , P.O. Box B, 1050 Boyles Street, Frederick, Maryland, 21702‐1201, USA
| | - Richard S. Morrison
- b Department of Neurological Surgery , University of Washington School of Medicine , Seattle, Washington, USA
| | - Timothy D. Veenstra
- a Laboratory of Proteomics and Analytical Technologies , SAIC‐Frederick, Inc., National Cancer Institute at Frederick , P.O. Box B, 1050 Boyles Street, Frederick, Maryland, 21702‐1201, USA
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Locke D, Koreen IV, Harris AL. Isoelectric points and post-translational modifications of connexin26 and connexin32. FASEB J 2006; 20:1221-3. [PMID: 16645047 DOI: 10.1096/fj.05-5309fje] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The isoelectric points of the gap junction proteins connexin26 (Cx26) and connexin32 (Cx32) were determined by isoelectric focusing in free fluids. The isoelectric points were significantly more acidic than predicted from amino acid sequences and different from each other, allowing homomeric channels to be resolved separately. The isoelectric points of the homomeric channels bracketed the isoelectric points of heteromeric Cx26/Cx32 channels. For heteromeric channels, Cx26 and Cx32 were found in overlapping, pH-focused fractions, indicating quaternary structure was retained. Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry was used to identify post-translational modifications of Cx26 and Cx32 cytoplasmic domains, including the first reported post-translational modifications of Cx26. Suspected modifications were hydroxylation and/or phosphorylation near the amino terminus of both connexins, gamma-carboxyglutamate residues in the cytoplasmic loop of both connexins, phosphorylation in the carboxyl-terminal domain of Cx32, and palmitoylation at the carboxyl-terminus of Cx32. These modifications contribute to the measured acidic isoelectric points of Cx26 and Cx32, whereas their low molecular masses would not appreciably change connexin SDS-PAGE mobility. Most of these modifications have not previously been identified for connexins and may be instrumental in guiding and understanding novel aspects of channel trafficking and molecular mechanisms of channel regulation.
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Affiliation(s)
- Darren Locke
- Department of Pharmacology and Physiology, New Jersey Medical School, 185 South Orange Ave., University of Medicine and Dentistry of New Jersey, Newark, New Jersey 07103, USA.
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90
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Myung JK, Lubec G. Use of Solution-IEF-Fractionation Leads to Separation of 2673 Mouse Brain Proteins Including 255 Hydrophobic Structures. J Proteome Res 2006; 5:1267-75. [PMID: 16674118 DOI: 10.1021/pr060015h] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Analyzing complex protein mixtures on a single gel does not allow separation of many extracted proteins. Herein, we tried a prefractionation approach and mouse brain proteins were separated on a narrow pH range ZOOM-IEF Fractionator (MicroSol-IEF device) and run on two-dimensional gel electrophoresis. A total number of 2673 protein spots including 255 hydrophobic structures were successfully analyzed by mass spectrometry. This nonsophisticated approach to increase protein identification of a brain protein extract is a step forward in neurochemistry.
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Affiliation(s)
- Jae-Kyung Myung
- Department of Pediatrics, Medical University of Vienna, Vienna, Austria
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91
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Zheng QY, Rozanas CR, Thalmann I, Chance MR, Alagramam KN. Inner ear proteomics of mouse models for deafness, a discovery strategy. Brain Res 2006; 1091:113-21. [PMID: 16600193 PMCID: PMC2853763 DOI: 10.1016/j.brainres.2006.02.069] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2005] [Revised: 02/17/2006] [Accepted: 02/21/2006] [Indexed: 10/24/2022]
Abstract
Inner ear dysfunction is often associated with defective hair cells. Therefore, hair cells are the focus of study in many of the mouse mutants showing auditory and vestibular deficits. However, harvesting sufficient numbers of hair cells from the tiny bony mouse inner ear for proteomic analysis is challenging. New approaches that would take advantage of mouse mutants and avoid processing steps, such as decalcification or microdissetion, would be more suitable for proteomic analysis. Here, we propose a novel approach called SSUMM-Subtractive Strategy Using Mouse Mutants. SSUMM takes advantage of the differences between control and affected or mutant samples. We predict that SSUMM would be a useful method in proteomics, especially in those cases in which the investigator must work with small numbers of diverse cell types from a tiny organ. Here, we discuss the potential utility of SSUMM to unravel the protein expression profiles of hair cells using the Pou4f3 mouse mutant as an example. Pou4f3 mutant mice exhibit a total loss of inner and outer hair cells, but supporting cells remain relatively intact in the cochlea, thus providing an excellent model for identifying proteins and transcripts that are specific to the hair cell at all life stages. SSUMM would maximize the sensitivity of the analyses while obviating the need for tedious sessions of microdissection and collection of hair cells. By comparing the mutant to control ears at specific time points, it is possible to identify direct targets of a gene product of interest. Further, SSUMM could be used to identify and analyze inner ear development markers and other known genes/proteins that are coexpressed in the ear. In this short technical report, we also discuss protein-profiling approaches suitable for SSUMM and briefly discuss other approaches used in the field of proteomics.
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Affiliation(s)
- Qing Yin Zheng
- The Jackson Laboratory, 600 Main Street, Bar Harbor, ME 04609-1500, USA.
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92
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Kovacs JM, Mant CT, Hodges RS. Determination of intrinsic hydrophilicity/hydrophobicity of amino acid side chains in peptides in the absence of nearest-neighbor or conformational effects. Biopolymers 2006; 84:283-97. [PMID: 16315143 PMCID: PMC2744689 DOI: 10.1002/bip.20417] [Citation(s) in RCA: 109] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Understanding the hydrophilicity/hydrophobicity of amino acid side chains in peptides/proteins is one the most important aspects of biology. Though many hydrophilicity/hydrophobicity scales have been generated, an "intrinsic" scale has yet to be achieved. "Intrinsic" implies the maximum possible hydrophilicity/hydrophobicity of side chains in the absence of nearest-neighbor or conformational effects that would decrease the full expression of the side-chain hydrophilicity/hydrophobicity when the side chain is in a polypeptide chain. Such a scale is the fundamental starting point for determining the parameters that affect side-chain hydrophobicity and for quantifying such effects in peptides and proteins. A 10-residue peptide sequence, Ac-X-G-A-K-G-A-G-V-G-L-amide, was designed to enable the determination of the intrinsic values, where position X was substituted by all 20 naturally occurring amino acids and norvaline, norleucine, and ornithine. The coefficients were determined by reversed-phase high-performance liquid chromatography using six different mobile phase conditions involving different pH values (2, 5, and 7), ion-pairing reagents, and the presence and absence of different salts. The results show that the intrinsic hydrophilicity/hydrophobicity of amino acid side chains in peptides (proteins) is independent of pH, buffer conditions, or whether C(8) or C(18) reversed-phase columns were used for 17 side chains (Gly, Ala, Cys, Pro, Val, nVal, Leu, nLeu, Ile, Met, Tyr, Phe, Trp, Ser, Thr, Asn, and Gln) and dependent on pH and buffer conditions, including the type of salt or ion-pairing reagent for potentially charged side chains (Orn, Lys, His, Arg, Asp, and Glu).
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Affiliation(s)
- James M Kovacs
- Department of Biochemistry and Molecular Genetics, University of Colorado at Denver and Health Sciences Center, Aurora, 80045, USA
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93
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Bustamante JJ, Garcia M, Gonzalez L, Garcia J, Flores R, Aguilar RM, Trevino A, Benavides L, Martinez AO, Haro LS. Separation of proteins with a molecular mass difference of 2 kDa utilizing preparative double-inverted gradient polyacrylamide gel electrophoresis under nonreducing conditions: Application to the isolation of 24 kDa human growth hormone. Electrophoresis 2005; 26:4389-95. [PMID: 16273588 DOI: 10.1002/elps.200500439] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
A method for separating proteins with a molecular mass difference of 2 kDa using SDS-PAGE under nonreducing conditions is presented. A sample mixture containing several human growth hormone (hGH) isoforms was initially separated on a weak anion-exchange column. Fractions rich in 24 kDa hGH as determined by analytical SDS-PAGE were pooled and further separated by cation-exchange chromatography. The fractions pooled from the cation-exchange chromatography contained two hGH isoforms with a 2 kDa molecular mass difference according to SDS-PAGE analysis, 22 and 24 kDa hGH. The 22 and 24 kDa hGH were separated using continuous-elution preparative double-inverted gradient PAGE (PDG-PAGE) under nonreducing conditions. The preparative electrophoresis gel was composed of three stacked tubular polyacrylamide matrices, a 4% stacking gel, a 13-18% linear gradient gel, and a 15-10% linear inverted gradient gel. Fractions containing purified 24 kDa hGH were pooled and Western blot analysis displayed immunoreactivity to antihGH antibodies. PDG-PAGE provides researchers with an electrophoretic technique to preparatively purify proteins under nonreducing conditions with molecular mass differences of 2 kDa.
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Affiliation(s)
- Juan J Bustamante
- Department of Pathology & Laboratory Medicine, University of Kansas Medical Center, Kansas City, KS, USA
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94
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Pääkkönen V, Ohlmeier S, Bergmann U, Larmas M, Salo T, Tjäderhane L. Analysis of gene and protein expression in healthy and carious tooth pulp with cDNA microarray and two-dimensional gel electrophoresis. Eur J Oral Sci 2005; 113:369-79. [PMID: 16202023 DOI: 10.1111/j.1600-0722.2005.00237.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Complementary DNA (cDNA) microarray and two-dimensional (2-D) gel electrophoresis, combined with mass spectrometry, enable simultaneous analysis of expression patterns of thousands of genes, but their use in pulp biology has been limited. Here we compared gene and protein expression of pulp tissues from sound and carious human teeth using cDNA microarray and 2-D gel electrophoresis to evaluate their usefulness in pulp biology research and to identify the genes with changes in carious teeth. The cDNA microarray revealed several differentially expressed genes and genes with a high expression in both tissues. These genes have various functions, e.g. effects on vascular and nerve structures, inflammation, and cell differentiation. Variability between cDNA hybridizations indicates that the overall gene expression pattern may vary significantly between individual teeth. The 2-D gel electrophoresis revealed no change between healthy and diseased tissue. The identification of 96 proteins in the pulp tissue revealed none of the gene products with corresponding high/different mRNA expression in cDNA microarray. Interestingly, we detected also a hypothetical protein (putative nucleoside diphosphate kinase), and present therefore the first evidence for the existence of this protein. Even though the methods reveal potentially important gene expression, they may currently have only limited value in in vivo pulp biology research.
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95
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Liu BF, Xu B, Zhang G, Du W, Luo Q. Micro-separation toward systems biology. J Chromatogr A 2005; 1106:19-28. [PMID: 16236294 DOI: 10.1016/j.chroma.2005.09.066] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2005] [Revised: 09/14/2005] [Accepted: 09/21/2005] [Indexed: 10/25/2022]
Abstract
Current biology is experiencing transformation in logic or philosophy that forces us to reevaluate the concept of cell, tissue or entire organism as a collection of individual components. Systems biology that aims at understanding biological system at the systems level is an emerging research area, which involves interdisciplinary collaborations of life sciences, computational and mathematical sciences, systems engineering, and analytical technology, etc. For analytical chemistry, developing innovative methods to meet the requirement of systems biology represents new challenges as also opportunities and responsibility. In this review, systems biology-oriented micro-separation technologies are introduced for comprehensive profiling of genome, proteome and metabolome, characterization of biomolecules interaction and single cell analysis such as capillary electrophoresis, ultra-thin layer gel electrophoresis, micro-column liquid chromatography, and their multidimensional combinations, parallel integrations, microfabricated formats, and nano technology involvement. Future challenges and directions are also suggested.
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Affiliation(s)
- Bi-Feng Liu
- The Key Laboratory of Biomedical Photonics of MOE - Hubei Bioinformatics, Department of Systems Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China.
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96
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Tu CJ, Dai J, Li SJ, Sheng QH, Deng WJ, Xia QC, Zeng R. High-sensitivity analysis of human plasma proteome by immobilized isoelectric focusing fractionation coupled to mass spectrometry identification. J Proteome Res 2005; 4:1265-73. [PMID: 16083276 DOI: 10.1021/pr0497529] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Immobilized pH gradients isoelectric focusing (IPG-IEF) is the first dimension typically used in two-dimensional gel electrophoresis (2-DE). It can also be used on its own in conjunction with tandem mass spectrometry (MS/MS) for the analysis of proteins. Here, we described a strategy combining isoelectric focusing in immobilized pH gradient strips, and mass spectrometry to create a new high-throughput and sensitive detection method. Protein mixture is separated by in-gel IEF, then the entire strip is cut into a set of gel sections. Proteins in each gel section are digested with trypsin, and the resulted peptides are subjected to reversed-phase high performance liquid chromatography followed by electrospray-linear ion-trap tandem mass analysis. Using this optimized strategy, we have identified 744 distinct human proteins from an IPG strip loaded only 300 microg of plasma proteins. When compared with other works in published literatures, this study offered a more convenient and sensitive method from gel to mass spectrometry for the separation and identification proteins of complex biological samples.
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Affiliation(s)
- Cheng-Jian Tu
- Research Center for Proteome Analysis, Key Lab of Proteomics, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 320 YueYang Road, Shanghai 200031, China
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97
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Li RX, Zhou H, Li SJ, Sheng QH, Xia QC, Zeng R. Prefractionation of proteome by liquid isoelectric focusing prior to two-dimensional liquid chromatography mass spectrometric identification. J Proteome Res 2005; 4:1256-64. [PMID: 16083275 DOI: 10.1021/pr049751g] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Due to the complexity of proteomes, developing methods of sample fractionation, separation, concentration, and detection have become urgent to the identification of large numbers of proteins, as well as the acquisition of those proteins in low abundance. In this work, liquid isoelectric focusing (LIEF) combined with 2D-LC-MS/MS was applied to the proteome of Saccharomyces cerevisiae. This yielded a total of 1795 proteins that were detected and identified by 30 fractions of protein prefractionation. Categorization of these hits demonstrated the ability of this technology to detect and identify proteins rarely seen in proteome analysis without protein fractionation. LIEF-2D-LC-MS/MS also produced improved resolution of low-abundance proteins. Furthermore, we analyzed the characteristics of proteins obtained by LIEF-2D-LC-MS/MS. 1103 proteins with CAI under 0.2 were identified, allowing us to specifically obtain detailed biochemical information on these kind proteins. It was observed that LIEF-2D-LC-MS/MS is useful for large-scale proteome analysis and may be specifically applied to systems with wide dynamic ranges.
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Affiliation(s)
- Rong-Xia Li
- Research Center for Proteome Analysis, Key Laboratory of Proteomics, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 320 Yueyang Road, Shanghai 200031, China
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98
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Kim JY, Lee JH, Park GW, Cho K, Kwon KH, Park YM, Cho SY, Paik YK, Yoo JS. Utility of electrophoretically derived protein mass estimates as additional constraints in proteome analysis of human serum based on MS/MS analysis. Proteomics 2005; 5:3376-85. [PMID: 16052618 DOI: 10.1002/pmic.200401220] [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: 11/09/2022]
Abstract
The proteome of a HUPO human serum reference sample was analyzed using multidimensional separation techniques at both the protein and the peptide levels. To eliminate false-positive identifications from the search results, we employed a data filtering method using molecular weight (MW) correlations derived from denaturing 1-DE. First, the six most abundant serum proteins were removed from the sample using immunoaffinity chromatography. 1-DE was then used to fractionate the remaining serum proteins according to the MW. Gel bands were isolated and in-gel digested with trypsin, and the resulting peptides were analyzed by 2-D LC/ESI-MS/MS. A SEQUEST search using the MS/MS results identified 494 proteins. Of these, 202 were excluded formally using protein data filtering as they were single-assignment proteins and their theoretical and electrophoretically-derived MWs did not correlate at high confidence. To evaluate this method, the results were compared with those of 1-D LC/MALDI-TOF/TOF and HUPO Plasma Proteome Project analyses. Our data filtering approach proved valuable in analysis of complex, large-scale proteomes such as human serum.
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Affiliation(s)
- Jin Young Kim
- Proteome Analysis Team, Korea Basic Science Institute, Yusung-Ku, Daejeon, Korea
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99
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Abstract
Progress in the field of proteomics, the branch of biology that studies the full set of proteins derived from a given genome, is moving fast. Two-dimensional gel electrophoresis (2DG) separation of complex protein mixtures and the subsequent analysis of isolated protein spots by mass spectrometry allow fast and accurate identification of proteins. The comparison of spots from different samples separated on customized 2D gels allows the detection of punctual differences in their mobility and facilitates tracing back differences in protein expression, presence of isoforms, splice variants and posttranslational modifications by mass spectrometry. In spite of significant analytical challenges owing to the high complexity of the proteome and the challenge deriving from the necessity to process huge amounts of raw data generated by mass spectrometric profiling, proteomics has evolved to an indispensable tool in life sciences. A restricted window of the proteome that consists of peptides and small proteins not easily manageable by conventional gel electrophoresis prompted the development of separation methods based on liquid chromatography. This new research field termed peptidomics already contributed, together with proteomics to enlarge our knowledge about biological processes and supported by sophisticated bioinformatics tools, to the discovery of new diagnostic and therapeutic targets. The technological capabilities of biophysical separation, mass spectrometry and bioinformatics form the basis of discovery programs that aim at mining the proteome starting from microgram amounts of protein extracts derived from body fluids and tissues. Proteomics and peptidomics have a great potential to speed up allergy and asthma research, where disease- and tissue-specific samples are easy to obtain.
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Affiliation(s)
- R Crameri
- Swiss Institute of Allergy and Asthma Research (SIAF), Davos, Switzerland
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100
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Solínová V, Kasicka V, Barth T, Hauzerová L, Fanali S. Analysis and separation of enkephalin and dalargin analogues and fragments by capillary zone electrophoresis. J Chromatogr A 2005; 1081:9-18. [PMID: 16013591 DOI: 10.1016/j.chroma.2005.01.046] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Capillary zone electrophoresis (CZE) has been applied to qualitative and quantitative analysis and separation of synthetic analogues and fragments of enkephalins ([Leu5]enkephalin, H-Tyr-Gly-Gly-Phe-Leu-OH, [Met5]enkephalin, H-Tyr-Gly-Gly-Phe-Met-OH), and dalargin (H-Tyr-D-Ala-Gly-Phe-Leu-Arg-OH), biologically active peptides with morphin-like effects acting as ligands for the opiate receptors in the brain. These oligopeptides (dipeptides to hexapeptides) were analyzed as cations in two acidic background electrolytes (BGEs), BGE I (100mM H3PO4, 50mM Tris, pH 2.25), BGE II (100mM iminodiacetic acid, pH 2.30), and both as cations and anions in alkaline BGE IV (40 mM Tris, 40 mM Tricine, pH 8.10). Purity degrees of peptides, expressed in three different ways (relative peak height, relative peak area and relative corrected peak area), were determined by their CZE analyses in the above BGEs, and their values were compared with respect to the peak shapes and migration times of the main synthetic products and their admixtures. Selected analogues and fragments of enkephalins and dalargin were successfully separated by CZE in acidic isoelectric buffers, 100 and 200 mM iminodiacetic acid, pH 2.30 and 2.32, respectively. The effective electrophoretic mobilities at standard temperature 25 degrees C, and effective and specific charges of all analyzed peptides in the above three BGEs were determined. Correlation between effective electrophoretic mobility of the analyzed peptides and their charge and size (relative molecular mass) was investigated, which revealed different molecular shape of analyzed peptides in acidic and alkaline BGEs. In addition, the selected characteristics of the UV-absorption detector (noise, signal to noise ratio, sensitivity, and limits of detection and quantification) were determined.
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Affiliation(s)
- Veronika Solínová
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo 2, 16610 Prague 6, Czech Republic
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