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Amoako-Andoh FO, Daniëls B, Keulemans W, Davey MW. A systematic evaluation of protocols for a proteomics analysis of (lyophilized) fruit tissues. Electrophoresis 2014; 35:1395-1405. [DOI: 10.1002/elps.201300443] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Francis O. Amoako-Andoh
- Laboratory of Fruit Breeding and Biotechnology; Department of Biosystems; Katholieke Universiteit Leuven; Belgium
| | - Bruno Daniëls
- Laboratory of Fruit Breeding and Biotechnology; Department of Biosystems; Katholieke Universiteit Leuven; Belgium
| | - Wannes Keulemans
- Laboratory of Fruit Breeding and Biotechnology; Department of Biosystems; Katholieke Universiteit Leuven; Belgium
| | - Mark W. Davey
- Laboratory of Fruit Breeding and Biotechnology; Department of Biosystems; Katholieke Universiteit Leuven; Belgium
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52
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Wu X, Gong F, Wang W. Protein extraction from plant tissues for 2DE and its application in proteomic analysis. Proteomics 2014; 14:645-58. [PMID: 24395710 DOI: 10.1002/pmic.201300239] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Revised: 12/03/2013] [Accepted: 12/10/2013] [Indexed: 11/09/2022]
Abstract
Plant tissues contain large amounts of secondary compounds that significantly interfere with protein extraction and 2DE analysis. Thus, sample preparation is a crucial step prior to 2DE in plant proteomics. This tutorial highlights the guidelines that need to be followed to perform an adequate total protein extraction before 2DE in plant proteomics. We briefly describe the history, development, and feature of major sample preparation methods for the 2DE analysis of plant tissues, that is, trichloroacetic acid/acetone precipitation and phenol extraction. We introduce the interfering compounds in plant tissues and the general guidelines for tissue disruption, protein precipitation and resolubilization. We describe in details the advantages, limitations, and application of the trichloroacetic acid/acetone precipitation and phenol extraction methods to enable the readers to select the appropriate method for a specific species, tissue, or cell type. The current applications of the sample preparation methods in plant proteomics in the literature are analyzed. A comparative proteomic analysis between male and female plants of Pistacia chinensis is used as an example to represent the sample preparation methodology in 2DE-based proteomics. Finally, the current limitations and future development of these sample preparation methods are discussed. This Tutorial is part of the International Proteomics Tutorial Programme (IPTP17).
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Affiliation(s)
- Xiaolin Wu
- State Key Laboratory of Wheat & Maize Crop Science in Henan Province, Synergetic Innovation Center of Henan Grain Crops, College of Life Science, Henan Agricultural University, Zhengzhou, China
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53
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Boquete MT, Bermúdez-Crespo J, Aboal JR, Carballeira A, Fernández JÁ. Assessing the effects of heavy metal contamination on the proteome of the moss Pseudoscleropodium purum cross-transplanted between different areas. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2014; 21:2191-2200. [PMID: 24043506 DOI: 10.1007/s11356-013-2141-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 09/06/2013] [Indexed: 06/02/2023]
Abstract
Protein expression was assessed in samples of Pseudoscleropodium purum cross-transplanted between one unpolluted (UNP) and two polluted (POLL) sites. Firstly, the level of expression (LE) of 17 proteins differed between native mosses from both types of sites, but differences were only maintained throughout the experiment for 5 of them. The LE of these five proteins changed over time in mosses transplanted from UNP to POLL and vice versa, becoming similar to that in autotransplants. However, these changes occurred slower than changes in the heavy metal concentrations measured in the same samples, and therefore they were not related to atmospheric pollution. Although the proteins identified were associated with moss metabolism, the expected growth reduction in samples autotransplanted within POLL (as a result of the down-regulation of photosynthesis-related proteins), did not occur. This supports the hypothesis that mosses growing in polluted areas adapt to heavy metal pollution and are able to reduce/overcome their toxic effects (i.e., reduced growth). Nevertheless, further specific research must be carried out to identify the proteins involved in this type of response, as lack of information on the bryophyte genome precludes us from reaching further conclusions.
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Affiliation(s)
- M Teresa Boquete
- Ecología, Facultad de Biología, Universidad de Santiago de Compostela, Avda Lope Gómez de Marzoa s/n, Santiago de Compostela, 15782, Spain.
| | - José Bermúdez-Crespo
- Genética, Facultad de Biología, Universidad de Santiago de Compostela, 15782, Santiago de Compostela, Spain
| | - Jesús R Aboal
- Ecología, Facultad de Biología, Universidad de Santiago de Compostela, Avda Lope Gómez de Marzoa s/n, Santiago de Compostela, 15782, Spain
| | - Alejo Carballeira
- Ecología, Facultad de Biología, Universidad de Santiago de Compostela, Avda Lope Gómez de Marzoa s/n, Santiago de Compostela, 15782, Spain
| | - J Ángel Fernández
- Ecología, Facultad de Biología, Universidad de Santiago de Compostela, Avda Lope Gómez de Marzoa s/n, Santiago de Compostela, 15782, Spain
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54
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Marzban G, Herndl A, Maghuly F, Katinger H, Laimer M. Mapping of fruit allergens by 2D electrophoresis and immunodetection. Expert Rev Proteomics 2014; 5:61-75. [DOI: 10.1586/14789450.5.1.61] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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55
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François P, Scherl A, Hochstrasser D, Schrenzel J. Proteomic approach to investigate pathogenicity and metabolism of methicillin-resistant Staphylococcus aureus. Methods Mol Biol 2014; 1085:231-50. [PMID: 24085700 DOI: 10.1007/978-1-62703-664-1_14] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Over the last two decades, numerous genomes of pathogenic bacteria have been fully sequenced and annotated, while others are continuously being sequenced. To date, the sequences of more than 8,500 whole bacterial genomes are publicly available for research purposes. These efforts in high-throughput sequencing simultaneously to progresses in methods allowing to study whole transcriptome and proteome of bacteria provide the basis of comprehensive understanding of metabolism, adaptability to environment, regulation, resistance pathways, or pathogenicity mechanisms of bacterial pathogens. Staphylococcus aureus is a Gram-positive human pathogen causing a wide variety of infections ranging from benign skin infection to life-threatening diseases. Furthermore, the spreading of multidrug-resistant isolates requiring the use of last barrier drugs has resulted in a particular attention of the medical and scientific community to this pathogen. We describe here proteomic methods to prepare, identify, and analyze protein fractions, which allow studying Staphylococcus aureus on the organism level. Besides evaluation of the whole bacterial transcriptome, this approach might contribute to the development of rapid diagnostic tests and to the identification of new drug targets to improve public health.
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Affiliation(s)
- Patrice François
- Service of Infectious Diseases, Genomic Research Laboratory, Geneva, Switzerland
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56
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Fernández RG, Redondo I, Jorrin-Novo JV. Making a protein extract from plant pathogenic fungi for gel- and LC-based proteomics. Methods Mol Biol 2014; 1072:93-109. [PMID: 24136517 DOI: 10.1007/978-1-62703-631-3_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Proteomic technologies have become a successful tool to provide relevant information on fungal biology. In the case of plant pathogenic fungi, this approach would allow a deeper knowledge of the interaction and the biological cycle of the pathogen, as well as the identification of pathogenicity and virulence factors. These two elements open up new possibilities for crop disease diagnosis and environment-friendly crop protection. Phytopathogenic fungi, due to its particular cellular characteristics, can be considered as a recalcitrant biological material, which makes it difficult to obtain quality protein samples for proteomic analysis. This chapter focuses on protein extraction for gel- and LC-based proteomics with specific protocols of our current research with Botrytis cinerea.
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Affiliation(s)
- Raquel González Fernández
- Agroforestry and Plant Biochemistry and Proteomics Research Group, Department of Biochemistry and Molecular Biology, University of Córdoba, Agrifood Campus of International Excellence, Córdoba, Spain
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57
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Gong F, Peng X, Luo C, Shen G, Zhao C, Zou L, Li L, Sang Y, Zhao Y, Zhao X. Cathepsin B as a potential prognostic and therapeutic marker for human lung squamous cell carcinoma. Mol Cancer 2013; 12:125. [PMID: 24139065 PMCID: PMC3834881 DOI: 10.1186/1476-4598-12-125] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2013] [Accepted: 10/14/2013] [Indexed: 02/05/2023] Open
Abstract
Background The lung squamous cell carcinoma survival rate is very poor despite multimodal treatment. It is urgent to discover novel candidate biomarkers for prognostic assessment and therapeutic targets to lung squamous cell carcinoma (SCC). Results Herein a two-dimensional gel electrophoresis and ESI-Q-TOF MS/MS-based proteomic approach was used to identify differentially expressed proteins between lung SCC and adjacent normal tissues. 31 proteins with significant alteration were identified. These proteins were mainly involved in metabolism, calcium ion binding, signal transduction and so on. Cathepsin B (CTSB) was one of the most significantly altered proteins and was confirmed by western blotting. Immunohistochemistry showed the correlation between higher CTSB expression and lower survival rate. No statistically significant difference between CTSB-shRNA treated group and the controls was observed in tumor volume, tumor weight, proliferation and apoptosis. However, the CTSB-shRNA significantly inhibited tumor metastases and prolonged survival in LL/2 metastatic model. Moreover, CTSB, Shh and Ptch were up-regulated in patients with metastatic lung SCC, suggesting that hedgehog signaling might be activated in metastatic lung SCC which could affect the expression of CTSB that influence the invasive activity of lung SCC. Conclusions These data suggested that CTSB might serve as a prognostic and therapeutic marker for lung SCC.
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Affiliation(s)
| | - Xingchen Peng
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China.
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58
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Sabater-Jara AB, Almagro L, Belchí-Navarro S, Martínez-Esteso MJ, Youssef SM, Casado-Vela J, Vera-Urbina JC, Sellés-Marchart S, Bru-Martínez R, Pedreño MA. Suspension-cultured plant cells as a tool to analyze the extracellular proteome. Methods Mol Biol 2013; 1072:407-33. [PMID: 24136538 DOI: 10.1007/978-1-62703-631-3_29] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023]
Abstract
Suspension-cultured cells (SCC) are generally considered the most suitable cell systems to carry out scientific studies, including the extracellular proteome (secretome). SCC are initiated by transferring friable callus fragments into flasks containing liquid culture medium for cell biomass growth, and they are maintained in an orbital shaker to supply the sufficient oxygen that allows cell growth. SCC increase rapidly during the exponential phase and after 10-20 days (depending on the cell culture nature), the growth rate starts to decrease due to limitation of nutrients, and to maintain for decades these kinds of cell cultures is needed to transfer a portion of these SCC into a fresh culture medium. Despite the central role played by extracellular proteins in most processes that control growth and development, the secretome has been less well characterized than other subcellular compartments, meaning that our understanding of the cell wall physiology is still very limited. Useful proteomic tools have emerged in recent years to unravel metabolic network that occurs in cell walls. With the recent progress made in mass spectrometry technology, it has become feasible to identify proteins from a given organ, tissue, cells, or even a subcellular compartment. Compared with other methods used to isolate cell wall proteins, the spent medium of SCC provides a convenient, continuous, and reliable and unique source of extracellular proteins. Therefore, this biological system could be used as a large-scale cell culture from which these proteins can be secreted, easily separated from cells without cell disruption, and so, without any cytosolic contamination, easily recovered from the extracellular medium. This nondestructive cell wall proteome approach discloses a set of proteins that are specifically expressed in the remodelling of the cell wall architecture and stress defense.
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Affiliation(s)
- Ana B Sabater-Jara
- Plant Peroxidases Group, Department of Plant Physiology, Faculty of Biology, University of Murcia, Murcia, Spain
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59
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Ravera S, Bartolucci M, Barbarito G, Calzia D, Panfoli I. Electrophoretic separation of purified myelin: a method to improve the protein pattern resolving. Prep Biochem Biotechnol 2013; 43:342-9. [PMID: 23464917 DOI: 10.1080/10826068.2012.737398] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Myelin sheath is a lipid-rich membrane, consisting of 70% lipid and 30% proteins, that is involved in physiological and pathological processes. For this reason its protein composition has been often investigated, principally by two-dimensional electrophoresis; however, the consistent lipid content makes it difficult to obtain good proteins separation. To improve the resolution of myelin proteins in a denaturing monodimensional gel electrophoresis, we examined several mixtures for the denaturation of the sample, utilizing different detergents and reducing agents. The definition of the protein pattern was analyzed by both "Blue Silver" Coomassie staining and Western Blot analysis against myelin basic protein, one of the most represented myelin proteins. The best resolution is observed when the sample was incubated with a mixture containing 1.25% dithiothreitol, 4 M urea, and 1% dodecyl maltoside or 1 % 3-[(3-cholamidopropyl)-dimethylammonio]-1-propanesulfonate, prior to addition of denaturing agents. In conclusion, this work describes a novel method to improve the separation of myelin proteins in a monodimensional gel electrophoresis. It may be also useful for investigating other lipid-rich samples.
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Affiliation(s)
- Silvia Ravera
- Pharmacy Department, University of Genova, Genova, Italy.
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60
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Nicklay JJ, Harris GA, Schey KL, Caprioli RM. MALDI imaging and in situ identification of integral membrane proteins from rat brain tissue sections. Anal Chem 2013; 85:7191-6. [PMID: 23829295 PMCID: PMC3782084 DOI: 10.1021/ac400902h] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Transmembrane proteins are greatly underrepresented in data generated by imaging mass spectrometry (IMS) because of analytical challenges related to their size and solubility. Here, we present the first example of MALDI IMS of two highly modified multitransmembrane domain proteins, myelin proteolipid protein (PLP, 30 kDa) and DM-20 (26 kDa), from various regions of rat brain, namely, the cerebrum, cerebellum, and medulla. We utilize a novel tissue pretreatment aimed at transmembrane protein enrichment to show the in situ distribution of fatty acylation of these proteins, particularly of post-translational palmitoylation. Additionally, we demonstrate the utility of protease-encapsulated hydrogels for spatially localized on-tissue protein digestion and peptide extraction for subsequent direct coupling to LC-MS/MS for protein identification.
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Affiliation(s)
- Joshua J. Nicklay
- Mass Spectrometry Research Center, Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee 37232
| | - Glenn A. Harris
- Mass Spectrometry Research Center, Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee 37232
| | - Kevin L. Schey
- Mass Spectrometry Research Center, Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee 37232
- Department of Ophthalmology and Visual Sciences, Vanderbilt University School of Medicine, Nashville, Tennessee 37232
| | - Richard M. Caprioli
- Mass Spectrometry Research Center, Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, Tennessee 37232
- Department of Chemistry, Vanderbilt University School of Medicine, Nashville, Tennessee 37232
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee 37232
- Department of Pharmacology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232
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61
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Triboulet S, Aude-Garcia C, Carrière M, Diemer H, Proamer F, Habert A, Chevallet M, Collin-Faure V, Strub JM, Hanau D, Van Dorsselaer A, Herlin-Boime N, Rabilloud T. Molecular responses of mouse macrophages to copper and copper oxide nanoparticles inferred from proteomic analyses. Mol Cell Proteomics 2013; 12:3108-22. [PMID: 23882024 DOI: 10.1074/mcp.m113.030742] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The molecular responses of macrophages to copper-based nanoparticles have been investigated via a combination of proteomic and biochemical approaches, using the RAW264.7 cell line as a model. Both metallic copper and copper oxide nanoparticles have been tested, with copper ion and zirconium oxide nanoparticles used as controls. Proteomic analysis highlighted changes in proteins implicated in oxidative stress responses (superoxide dismutases and peroxiredoxins), glutathione biosynthesis, the actomyosin cytoskeleton, and mitochondrial proteins (especially oxidative phosphorylation complex subunits). Validation studies employing functional analyses showed that the increases in glutathione biosynthesis and in mitochondrial complexes observed in the proteomic screen were critical to cell survival upon stress with copper-based nanoparticles; pharmacological inhibition of these two pathways enhanced cell vulnerability to copper-based nanoparticles, but not to copper ions. Furthermore, functional analyses using primary macrophages derived from bone marrow showed a decrease in reduced glutathione levels, a decrease in the mitochondrial transmembrane potential, and inhibition of phagocytosis and of lipopolysaccharide-induced nitric oxide production. However, only a fraction of these effects could be obtained with copper ions. In conclusion, this study showed that macrophage functions are significantly altered by copper-based nanoparticles. Also highlighted are the cellular pathways modulated by cells for survival and the exemplified cross-toxicities that can occur between copper-based nanoparticles and pharmacological agents.
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Affiliation(s)
- Sarah Triboulet
- Pro-MD team, Laboratoire de Chimie et Biologie des Métaux, UMR CNRS-CEA-UJF, Université Joseph Fourier, Grenoble 38054, France
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62
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Zhang Y, Fonslow BR, Shan B, Baek MC, Yates JR. Protein analysis by shotgun/bottom-up proteomics. Chem Rev 2013; 113:2343-94. [PMID: 23438204 PMCID: PMC3751594 DOI: 10.1021/cr3003533] [Citation(s) in RCA: 986] [Impact Index Per Article: 89.6] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Yaoyang Zhang
- Department of Chemical Physiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Bryan R. Fonslow
- Department of Chemical Physiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Bing Shan
- Department of Chemical Physiology, The Scripps Research Institute, La Jolla, CA 92037, USA
| | - Moon-Chang Baek
- Department of Chemical Physiology, The Scripps Research Institute, La Jolla, CA 92037, USA
- Department of Molecular Medicine, Cell and Matrix Biology Research Institute, School of Medicine, Kyungpook National University, Daegu 700-422, Republic of Korea
| | - John R. Yates
- Department of Chemical Physiology, The Scripps Research Institute, La Jolla, CA 92037, USA
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63
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Orrù S, Di Nicola P, Giuliani F, Fabris C, Conti A, Coscia A, Bertino E. Detection of Bovine Alpha-S1-Casein in Term and Preterm Human Colostrum with Proteomic Techniques. Int J Immunopathol Pharmacol 2013; 26:435-44. [DOI: 10.1177/039463201302600216] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Due to increased social awareness of allergens and population hyper-sensitization, the reported incidence of allergic reactions to food allergens has increased over the past two decades. Cow's milk proteins (CMPs) are among the most common food allergens. The aim of this study was to use proteomics techniques to investigate cow's milk allergens in both full-term human colostrum and in preterm newborns' mothers - where both groups showed no prior allergen detection – in order to understand whether cow's milk allergens could be a cause of sensitization established through lactation. The most relevant finding was the detection of the intact bovine alpha-S1-casein in both term and preterm colostrum. Using techniques detailed in this paper and which allowed for direct protein identification, β-lactoglobulin was not detected in any of the colostrum samples. According to our results, bovine alpha 1 casein is considered a major cow's milk allergen, is readily secreted in human milk, and so could be considered a possible cause of sensitization in exclusively breastfed infants.
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Affiliation(s)
- S. Orrù
- CNR, Institute of Science of Food Production, Turin, Italy
| | | | | | - C. Fabris
- Neonatal Unit, University of Turin, Italy
| | - A. Conti
- CNR, Institute of Science of Food Production, Turin, Italy
| | - A. Coscia
- Neonatal Unit, University of Turin, Italy
| | - E. Bertino
- Neonatal Unit, University of Turin, Italy
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64
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Study of Sperm Protein Profile in Men With and Without Varicocele Using Two-Dimensional Gel Electrophoresis. Urology 2013; 81:293-300. [DOI: 10.1016/j.urology.2012.06.027] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2012] [Revised: 05/22/2012] [Accepted: 06/13/2012] [Indexed: 11/21/2022]
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65
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Hwang BH, Tsai KY, Mitragotri S. Optimized lysis buffer reagents for solubilization and preservation of proteins from cells and tissues. Drug Deliv Transl Res 2013; 3:428-36. [DOI: 10.1007/s13346-013-0128-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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66
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Protein Adsorption Patterns and Analysis on IV Nanoemulsions-The Key Factor Determining the Organ Distribution. Pharmaceutics 2012; 5:36-68. [PMID: 24300396 PMCID: PMC3834939 DOI: 10.3390/pharmaceutics5010036] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2012] [Revised: 11/30/2012] [Accepted: 12/04/2012] [Indexed: 11/23/2022] Open
Abstract
Intravenous nanoemulsions have been on the market for parenteral nutrition since the 1950s; meanwhile, they have also been used successfully for IV drug delivery. To be well tolerable, the emulsions should avoid uptake by the MPS cells of the body; for drug delivery, they should be target-specific. The organ distribution is determined by the proteins adsorbing them after injection from the blood (protein adsorption pattern), typically analyzed by two-dimensional polyacrylamide gel electrophoresis, 2-D PAGE. The article reviews the 2-D PAGE method, the analytical problems to be faced and the knowledge available on how the composition of emulsions affects the protein adsorption patterns, e.g., the composition of the oil phase, stabilizer layer and drug incorporation into the interface or oil core. Data were re-evaluated and compared, and the implications for the in vivo distribution are discussed. Major results are that the interfacial composition of the stabilizer layer is the main determining factor and that this composition can be modulated by simple processes. Drug incorporation affects the pattern depending on the localization of the drug (oil core versus interface). The data situation regarding in vivo effects is very limited; mainly, it has to be referred to in the in vivo data of polymeric nanoparticles. As a conclusion, determination of the protein adsorption patterns can accelerate IV nanoemulsion formulation development regarding optimized organ distribution and related pharmacokinetics.
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67
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Musunuri S, Shevchenko G, Bergquist J. Neuroproteomic profiling of human brain tissue using multidimensional separation techniques and selective enrichment of membrane proteins. Electrophoresis 2012; 33:3779-85. [DOI: 10.1002/elps.201200474] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2012] [Revised: 11/10/2012] [Accepted: 11/10/2012] [Indexed: 02/05/2023]
Affiliation(s)
- Sravani Musunuri
- Analytical Chemistry; Department of Chemistry-Biomedical Center and Science for Life Laboratory; Uppsala University; Uppsala; Sweden
| | - Ganna Shevchenko
- Analytical Chemistry; Department of Chemistry-Biomedical Center and Science for Life Laboratory; Uppsala University; Uppsala; Sweden
| | - Jonas Bergquist
- Analytical Chemistry; Department of Chemistry-Biomedical Center and Science for Life Laboratory; Uppsala University; Uppsala; Sweden
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68
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Lelong C, Chevallet M, Diemer H, Luche S, Van Dorsselaer A, Rabilloud T. Improved proteomic analysis of nuclear proteins, as exemplified by the comparison of two myeloid cell lines nuclear proteomes. J Proteomics 2012; 77:577-602. [DOI: 10.1016/j.jprot.2012.09.034] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2012] [Revised: 09/18/2012] [Accepted: 09/22/2012] [Indexed: 02/04/2023]
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69
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Bachi A, Dalle-Donne I, Scaloni A. Redox Proteomics: Chemical Principles, Methodological Approaches and Biological/Biomedical Promises. Chem Rev 2012. [DOI: 10.1021/cr300073p] [Citation(s) in RCA: 189] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Angela Bachi
- Biological Mass Spectrometry Unit, San Raffaele Scientific Institute, 20132 Milan, Italy
| | | | - Andrea Scaloni
- Proteomics & Mass Spectrometry Laboratory, ISPAAM, National Research Council, 80147 Naples, Italy
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70
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Gimigliano A, Mannini L, Bianchi L, Puglia M, Deardorff MA, Menga S, Krantz ID, Musio A, Bini L. Proteomic profile identifies dysregulated pathways in Cornelia de Lange syndrome cells with distinct mutations in SMC1A and SMC3 genes. J Proteome Res 2012; 11:6111-23. [PMID: 23106691 DOI: 10.1021/pr300760p] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Mutations in cohesin genes have been identified in Cornelia de Lange syndrome (CdLS), but its etiopathogenetic mechanisms are still poorly understood. To define biochemical pathways that are affected in CdLS, we analyzed the proteomic profile of CdLS cell lines carrying mutations in the core cohesin genes, SMC1A and SMC3. Dysregulated protein expression was found in CdLS probands compared to controls. The proteomics analysis was able to discriminate between probands harboring mutations in the different domains of the SMC proteins. In particular, proteins involved in the response to oxidative stress were specifically down-regulated in hinge mutated probands. In addition, the finding that CdLS cell lines show an increase in global oxidative stress argues that it could contribute to some CdLS phenotypic features such as premature physiological aging and genome instability. Finally, the c-MYC gene represents a convergent hub lying at the center of dysregulated pathways, and is down-regulated in CdLS. This study allowed us to highlight, for the first time, specific biochemical pathways that are affected in CdLS, providing plausible causal evidence for some of the phenotypic features seen in CdLS.
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Affiliation(s)
- Anna Gimigliano
- Functional Proteomics Laboratory, Department of Biotechnologies, University of Siena, Siena, Italy
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71
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Sato T, Nakamoto A, Hori N, Enoki Y, Fukushima Y, Nakamoto N, Sakata Y, Yamanaka H, Chida D, Abe T, Yoda T. Proteomic analysis of masticatory muscle tendon–aponeurosis hyperplasia: A preliminary study using a 2D-DIGE system. JOURNAL OF ORAL AND MAXILLOFACIAL SURGERY, MEDICINE, AND PATHOLOGY 2012. [DOI: 10.1016/j.ajoms.2012.02.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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72
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Kim K, Okanishi H, Masui R, Harada A, Ueyama N, Kuramitsu S. Whole-cell proteome reference maps of an extreme thermophile, Thermus thermophilus HB8. Proteomics 2012; 12:3063-8. [PMID: 22887638 DOI: 10.1002/pmic.201100375] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2011] [Revised: 06/29/2012] [Accepted: 07/25/2012] [Indexed: 11/08/2022]
Abstract
Thermus thermophilus HB8 is a model microorganism for industrial applications because of its thermophilic enzymes, and for basic bacteriology to understand the coordination of the biological functions of the genome-encoded enzymes at the cellular level. Here, we present 2DE reference maps of T. thermophilus HB8 in the pH ranges 4-7 and 6-11 obtained with whole-cell lysates. PMF analysis using MALDI-TOF-MS and MS/MS analysis using nano-scale LC and quadrupole TOF-MS identified 258 different proteins among the 306 protein spots on 2DE gels. Functional classification indicated that 56%, 16%, and 14% of the identified proteins were related to metabolism, genetic information process, and cellular process, respectively. Detailed classification of the metabolism-related proteins suggested that during the exponential phase, amino acid and carbohydrate metabolism are major metabolic processes, whereas nucleotide and lipid metabolism are minor ones. On the other hand, volume quantification analysis revealed that proteins involved in the translational process, nucleotide metabolism, and central carbon metabolism were most abundantly expressed in the exponential phase.
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Affiliation(s)
- Kwang Kim
- Department of Biological Sciences, Graduate School of Science, Osaka University, Toyonaka, Osaka, Japan
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73
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Reed PW, Densmore A, Bloch RJ. Optimization of large gel 2D electrophoresis for proteomic studies of skeletal muscle. Electrophoresis 2012; 33:1263-70. [PMID: 22589104 DOI: 10.1002/elps.201100642] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
We describe improved methods for large format, two-dimensional gel electrophoresis (2DE) that improve protein solubility and recovery, minimize proteolysis, and reduce the loss of resolution due to contaminants and manipulations of the gels, and thus enhance quantitative analysis of protein spots. Key modifications are: (i) the use of 7 M urea and 2 M thiourea, instead of 9 M urea, in sample preparation and in the tops of the gel tubes; (ii) standardized deionization of all solutions containing urea with a mixed bed ion exchange resin and removal of urea from the electrode solutions; and (iii) use of a new gel tank and cooling device that eliminate the need to run two separating gels in the SDS dimension. These changes make 2DE analysis more reproducible and sensitive, with minimal artifacts. Application of this method to the soluble fraction of muscle tissues reliably resolves ~1800 protein spots in adult human skeletal muscle and over 2800 spots in myotubes.
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Affiliation(s)
- Patrick W Reed
- The Senator Paul D. Wellstone Muscular Dystrophy Cooperative Research Center, Department of Physiology, University of Maryland School of Medicine University of Maryland, Baltimore, MD 21201, USA.
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74
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Valente KN, Choe LH, Lenhoff AM, Lee KH. Optimization of protein sample preparation for two-dimensional electrophoresis. Electrophoresis 2012; 33:1947-57. [DOI: 10.1002/elps.201100659] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
| | | | - Abraham M. Lenhoff
- Department of Chemical and Biomolecular Engineering; University of Delaware; Newark; Delaware; USA
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75
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Pedroso AP, Watanabe RLH, Albuquerque KT, Telles MM, Andrade MCC, Perez JD, Sakata MM, Lima ML, Estadella D, Nascimento CMO, Oyama LM, Rosa JC, Casarini DE, Ribeiro EB. Proteomic profiling of the rat hypothalamus. Proteome Sci 2012; 10:26. [PMID: 22519962 PMCID: PMC3441799 DOI: 10.1186/1477-5956-10-26] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2011] [Accepted: 04/20/2012] [Indexed: 11/10/2022] Open
Abstract
Background The hypothalamus plays a pivotal role in numerous mechanisms highly relevant to the maintenance of body homeostasis, such as the control of food intake and energy expenditure. Impairment of these mechanisms has been associated with the metabolic disturbances involved in the pathogenesis of obesity. Since rodent species constitute important models for metabolism studies and the rat hypothalamus is poorly characterized by proteomic strategies, we performed experiments aimed at constructing a two-dimensional gel electrophoresis (2-DE) profile of rat hypothalamus proteins. Results As a first step, we established the best conditions for tissue collection and protein extraction, quantification and separation. The extraction buffer composition selected for proteome characterization of rat hypothalamus was urea 7 M, thiourea 2 M, CHAPS 4%, Triton X-100 0.5%, followed by a precipitation step with chloroform/methanol. Two-dimensional (2-D) gels of hypothalamic extracts from four-month-old rats were analyzed; the protein spots were digested and identified by using tandem mass spectrometry and database query using the protein search engine MASCOT. Eighty-six hypothalamic proteins were identified, the majority of which were classified as participating in metabolic processes, consistent with the finding of a large number of proteins with catalytic activity. Genes encoding proteins identified in this study have been related to obesity development. Conclusion The present results indicate that the 2-DE technique will be useful for nutritional studies focusing on hypothalamic proteins. The data presented herein will serve as a reference database for studies testing the effects of dietary manipulations on hypothalamic proteome. We trust that these experiments will lead to important knowledge on protein targets of nutritional variables potentially able to affect the complex central nervous system control of energy homeostasis.
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Affiliation(s)
- Amanda P Pedroso
- Department of Physiology, Division of Nutrition Physiology, Universidade Federal de São Paulo, UNIFESP, São Paulo, SP, Brazil.
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76
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Separation and identification of rice prolamins by two-dimensional gel electrophoresis and amino acid sequencing. Biosci Biotechnol Biochem 2012; 76:594-7. [PMID: 22451407 DOI: 10.1271/bbb.110791] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
There are difficulties in detecting and separating rice prolamin polypeptides by 2D-PAGE analysis because prolamin polypeptides are insoluble, and the amino acid sequences show high homology among them. In this study, we improved the prolamin extraction method and the 2D-PAGE procedure, and succeeded in separating prolamin polypeptide species by 2D-PAGE and in identifying major prolamin polypeptide sequences.
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77
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Jagannadham MV, Chowdhury C. Differential expression of membrane proteins helps Antarctic Pseudomonas syringae to acclimatize upon temperature variations. J Proteomics 2012; 75:2488-99. [PMID: 22418587 DOI: 10.1016/j.jprot.2012.02.033] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2011] [Revised: 02/15/2012] [Accepted: 02/25/2012] [Indexed: 01/16/2023]
Abstract
Antarctic bacteria are adapted to the extremely low temperature. The transcriptional and translational machineries of these bacteria are adapted to the sub-zero degrees of temperature. Studies directed towards identifying the changes in the protein profiles during changes in the growth temperatures of an Antarctic bacterium Pseudomonas syringae Lz4W may help in understanding the molecular basis of cold adaptation. In this study, subcellular fractionation methods of proteins were used for the enrichment and identification of proteins including low abundance proteins. The membrane proteins of the bacterium P. syringae Lz4W were prepared employing sucrose density gradient method. The proteins were separated through 2D gel-electrophoresis with the pH ranges 3-10, 4-7 and 5-8 using the detergent, amidosulfobetaine (ASB-14). The proteins separated on the 1D SDS PAGE and 2D gels were identified with the help of LC-ESI MS/MS and MALDI TOF TOF using bioinformatic programs MASCOT and SEQUEST. Since the genome sequence of P. syringae Lz4W is not available, the proteins are identified by using the genome database of the Pseudomonas sp. available at NCBI. The present studies focus on identifying temperature dependent expression of proteins by employing LC-MS/MS method and the functional significance of these proteins is discussed.
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78
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Sang QXA, Man YG, Sung YM, Khamis ZI, Zhang L, Lee MH, Byers SW, Sahab ZJ. Non-receptor tyrosine kinase 2 reaches its lowest expression levels in human breast cancer during regional nodal metastasis. Clin Exp Metastasis 2012; 29:143-53. [PMID: 22116632 PMCID: PMC3449303 DOI: 10.1007/s10585-011-9437-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2011] [Accepted: 11/12/2011] [Indexed: 01/19/2023]
Abstract
Almost half of breast Ductal Carcinoma in situ are likely to remain non threatening in situ lesions with no invasion to the surrounding stroma and no metastases. The majority of focal disruptions in myoepithelial (ME) cell layers indicative of invasion onset were found to be overlying epithelial cell clusters with no or substantially reduced estrogen receptor α (ERα) expression. Here we report the down-regulation of tyrosine kinase-2 (TYK2) and up-regulation of strumpellin expression, among other proteins in ERα(-) cells located at disrupted ME layers compared to adjacent ERα(+) cells overlying an intact myoepithelial layer. ERα(+) and ERα(-) cells were microdissected from the same in vivo human breast cancer tissues, proteins were extracted and separated utilizing Differential in-Gel Electrophoresis followed by trypsin digestion, MALDI-TOF analysis, and protein identification. Proteins expressed by ERα(-) cell clusters were found to express higher levels of strumpellin that binds to valosin-containing protein (VCP) to slow-down wound closure and promote growth; and lower levels of TYK2, a jak protein necessary for lineage specific differentiation. TYK2 levels were further analyzed by immunohistochemistry in a cohort composed of 70 patients with broad clinical characteristics. TYK2 levels were minimal in TxN1M0 breast cancers which is the stage where the initial regional lymph node metastasis is observed. Our data highlight the role of TYK2 downregulation in breast cancer cell de-differentitation and initiation of regional metastasis. In addition, the aggressiveness of the ERα(-) cell clusters compared to ERα(+) ones present in the same duct of the same patient was confirmed.
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Affiliation(s)
- Qing-Xiang Amy Sang
- Department of Chemistry and Biochemistry and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306-4390, USA
| | - Yan-Gao Man
- The Diagnostic and Translational Research Center, the Henry Jackson Foundation for the Advancement of Military Medicine, Walter Reed Army Medical Center, Washington DC 20307
- Jilin University, Changchun, Jilin, China
| | - You Me Sung
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20007, USA
| | - Zahraa I. Khamis
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20007, USA
| | - Lihua Zhang
- Proteomics and Metabolomics Shared Resource, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20007
| | - Mi-Hye Lee
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20007, USA
| | - Stephen W. Byers
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20007, USA
| | - Ziad J. Sahab
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20007, USA
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79
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Junrong T, Huancheng Z, Feng H, Yi G, Xiaoqin Y, Zhengmao L, Hong Z, Jianying Z, Yin W, Yuanhang H, Jianlin Z, Longhua S, Guolin H. Proteomic identification of CIB1 as a potential diagnostic factor in hepatocellular carcinoma. J Biosci 2012; 36:659-68. [PMID: 21857112 DOI: 10.1007/s12038-011-9101-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Hepatocellular carcinoma (HCC), among the most common malignancies worldwide, remains a major threat to public health, and there is an urgent need to identify novel biomarkers for diagnosis, prognosis and targets for anti-cancer treatment. In this study, two-dimensional polyacrylamide gel electrophoresis coupled with ESI-Q-TOF MS/MS analysis was used to identify differentially expressed proteins among the HCC tumour centre, tumour margin and nontumourous liver tissues. In total, 52 spots with significant alteration were positively identified byMS/MSanalysis. Altered expression of representative proteins, including CIB1, was validated by Western blotting. Immunostaining suggested an increase tendency of CIB1 expression from nontumourous liver tissue to tumour centre. Knockdown of CIB1 expression by RNA interference led to the significant suppression of the cell growth in hepatoma HepG2 cells. These data suggest that CIB1 may be used as a novel prognostic factor and possibly an attractive therapeutic target for HCC.
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Affiliation(s)
- Tong Junrong
- Department of Nephrology, Guangzhou Army General Hospital Guangzhou 510010, China.
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80
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Wong KF, Luk JM. Discovery of lamin B1 and vimentin as circulating biomarkers for early hepatocellular carcinoma. Methods Mol Biol 2012; 909:295-310. [PMID: 22903723 DOI: 10.1007/978-1-61779-959-4_19] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The recent advancements in proteomic technologies have reconstituted our research strategies over different type of liver diseases including hepatocellular carcinoma (HCC). Combined analyses on HCC proteome and clinicopathological data of patients have allowed identification of many promising biomarkers that can be further developed into noninvasive diagnostic assays for cancer surveillance. Capitalizing our established proteomic platform primarily based on two-dimensional polyacrylamide gel electrophoresis (2DE) and MALDI-TOF/TOF mass spectrometry, our groups have identified lamin B1 (LMNB1) and vimentin (VIM) as promising biomarkers for detection of early HCC. Protein levels of both biomarkers were significantly elevated in cancerous tissues when compared to the controls in disease-free and cirrhotic liver subjects. Further investigation of the circulating LMNB1 mRNA level in patients' blood samples by standard PCR showed 76% sensitivity and 82% specificity for detection of early HCC. In parallel, an ELISA assay for measuring circulating vimentin level in patients' serum samples could detect small HCC at 40.91% sensitivity and 87.5% specificity. The candidate biomarkers were evaluated with the diagnostic performance of α-fetoprotein (AFP) for HCC. In this article, we address the current protocols for HCC biomarker discovery, ranging from clinical sample preparation, 2DE proteomic profiling and informatics analysis, and assay development and clinical validation study. Focus is emphasized on the methods for sample preservation and low-abundance protein enrichment.
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Affiliation(s)
- Kwong-Fai Wong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
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81
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Boschetti E, Chung MCM, Righetti PG. "The quest for biomarkers": are we on the right technical track? Proteomics Clin Appl 2011; 6:22-41. [PMID: 22213582 DOI: 10.1002/prca.201100039] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2011] [Revised: 10/01/2011] [Accepted: 11/15/2011] [Indexed: 12/19/2022]
Abstract
The discovery phase of biomarkers of diagnostic or therapeutic interest started a decade ago with the very rapid development of proteomic investigations. In spite of the development of innovative technologies and multiple approaches, the "harvest" is still modest. Various reasons justified the encountered difficulties and most of them have been circumvented by specific sample treatments or dedicated analytical approaches. Nevertheless, the situation of very modest biomarker discovery level did not change much. This review intends to specifically analyze the main approaches used for biomarker discovery phase and evaluate related advantages and disadvantages. Thus, preliminary sample treatments such as fractionation, depletion and reduction of dynamic concentration range will critically be discussed and then the main differential expression investigation methods analyzed. Combinations of technologies are also discussed along with possible proposals to federate associations of complementary technologies for better chances of success.
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Affiliation(s)
- Egisto Boschetti
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milano, Italy.
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82
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Petriz BA, Gomes CP, Rocha LAO, Rezende TMB, Franco OL. Proteomics applied to exercise physiology: A cutting-edge technology. J Cell Physiol 2011; 227:885-98. [DOI: 10.1002/jcp.22809] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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83
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Rieker C, Dev KK, Lehnhoff K, Barbieri S, Ksiazek I, Kauffmann S, Danner S, Schell H, Boden C, Ruegg MA, Kahle PJ, van der Putten H, Shimshek DR. Neuropathology in mice expressing mouse alpha-synuclein. PLoS One 2011; 6:e24834. [PMID: 21966373 PMCID: PMC3180287 DOI: 10.1371/journal.pone.0024834] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2011] [Accepted: 08/22/2011] [Indexed: 11/24/2022] Open
Abstract
α-Synuclein (αSN) in human is tightly linked both neuropathologically and genetically to Parkinson's disease (PD) and related disorders. Disease-causing properties in vivo of the wildtype mouse ortholog (mαSN), which carries a threonine at position 53 like the A53T human mutant version that is genetically linked to PD, were never reported. To this end we generated mouse lines that express mαSN in central neurons at levels reaching up to six-fold compared to endogenous mαSN. Unlike transgenic mice expressing human wildtype or mutant forms of αSN, these mαSN transgenic mice showed pronounced ubiquitin immunopathology in spinal cord and brainstem. Isoelectric separation of mαSN species revealed multiple isoforms including two Ser129-phosphorylated species in the most severely affected brain regions. Neuronal Ser129-phosphorylated αSN occured in granular and small fibrillar aggregates and pathological staining patterns in neurites occasionally revealed a striking ladder of small alternating segments staining either for Ser129-phosphorylated αSN or ubiquitin but not both. Axonal degeneration in long white matter tracts of the spinal cord, with breakdown of myelin sheaths and degeneration of neuromuscular junctions with loss of integrity of the presynaptic neurofilament network in mαSN transgenic mice, was similar to what we have reported for mice expressing human αSN wildtype or mutant forms. In hippocampal neurons, the mαSN protein accumulated and was phosphorylated but these neurons showed no ubiquitin immunopathology. In contrast to the early-onset motor abnormalities and muscle weakness observed in mice expressing human αSN, mαSN transgenic mice displayed only end-stage phenotypic alterations that manifested alongside with neuropathology. Altogether these findings show that increased levels of wildtype mαSN does not induce early-onset behavior changes, but drives end-stage pathophysiological changes in murine neurons that are strikingly similar to those evoked by expression of human wildtype or mutant forms.
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Affiliation(s)
- Claus Rieker
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Kumlesh K. Dev
- Department of Physiology, School of Medicine, Trinity College Dublin, Dublin, Ireland
| | - Katja Lehnhoff
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Samuel Barbieri
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Iwona Ksiazek
- Neurobiology Biozentrum, University of Basel, Basel, Switzerland
| | - Sabine Kauffmann
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Simone Danner
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Heinrich Schell
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research and German Center for Neurodegenerative Diseases, University of Tübingen, Tübingen, Germany
| | - Cindy Boden
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research and German Center for Neurodegenerative Diseases, University of Tübingen, Tübingen, Germany
| | - Markus A. Ruegg
- Neurobiology Biozentrum, University of Basel, Basel, Switzerland
| | - Philipp J. Kahle
- Department of Neurodegeneration, Hertie Institute for Clinical Brain Research and German Center for Neurodegenerative Diseases, University of Tübingen, Tübingen, Germany
| | | | - Derya R. Shimshek
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, Basel, Switzerland
- * E-mail:
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84
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Jüllig M, Browett P, Middleditch MMJ, Prijic G, Kilfoyle D, Angelo N, Cooper GJS. A unique case of neural amyloidoma diagnosed by mass spectrometry of formalin-fixed tissue using a novel preparative technique. Amyloid 2011; 18:147-55. [PMID: 21859255 DOI: 10.3109/13506129.2011.597798] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
We report here a unique amyloidoma of the radial nerve which could not be subtyped by available techniques, including immunohistochemistry and standard clinical and laboratory evaluation. In order to identify the amyloid monomer, we developed a novel preparative procedure designed to optimize conditions for liquid chromatography tandem mass spectrometry analysis of formalin-fixed/paraffin-embedded (FFPE) tissue. Subsequent mass spectrometric analysis clearly identified kappa light chain as the monomer, with no evidence of lambda light chain. Manual interpretation of the matched spectra revealed no evidence of polyclonality. This study also enabled detailed characterisation of twelve likely amyloid matrix components. Finally, our analysis revealed extensive hydroxylation of collagen type I but, unexpectedly, an almost complete lack of hydroxylated residues in the normally heavily-hydroxylated collagen type VI chains, pointing to structural/functional alterations of collagen VI in this matrix that could have contributed to the pathogenesis of this very unusual tumour. Given the high quality of the data here acquired using a standard quadrupole-time of flight tandem mass spectrometer of modest performance, the robust and straightforward preparative method described constitutes a competitive alternative to more involved approaches using state-of-the-art equipment.
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Affiliation(s)
- Mia Jüllig
- School of Biological and Sciences Maurice Wilkins Centre for Molecular Biodiscovery, Faculty of Science, University of Auckland, Auckland, New Zealand.
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85
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Comparative proteomic analysis of irinotecan-sensitive colorectal carcinoma cell line and its chemoresistant counterpart. Anticancer Drugs 2011; 22:500-6. [PMID: 21637159 DOI: 10.1097/cad.0b013e3283408596] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
In this study, we used two-dimensional gel electrophoresis and MALDI-Q-TOF-MS/MS analysis to examine the global protein expression of a pair of colorectal carcinoma cell lines, SW620 and irinotecan-resistant SW620. Of the 30 spots identified as differentially expressed proteins (±over twofold, P<0.05) between the two cell lines, 26 spots (corresponding to 26 unique proteins) were positively identified by MALDI-Q-TOF-MS/MS analysis. These proteins could be grouped into main classes including metabolism (15.38%), cell SSproliferation/differentiation (11.53%), molecular chaperone (11.53%), mRNA splicing (11.53%), and so on. The proteins, which might be involved in the development of tumor drug resistance, such as α-enolase, cofilin, and thioredoxin-dependent peroxide 1, have been validated by western blot analysis and have been discussed. The proteins identified in this study may be useful in showing the mechanisms underlying irinotecan resistance.
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86
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Chevallet M, Aude-Garcia C, Lelong C, Candéias S, Luche S, Collin-Faure V, Triboulet S, Diallo D, Diemer H, Dorsselaer AV, Rabilloud T. Effects of nanoparticles on murine macrophages. ACTA ACUST UNITED AC 2011. [DOI: 10.1088/1742-6596/304/1/012034] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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87
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Two-dimensional gel electrophoresis in proteomics: a tutorial. J Proteomics 2011; 74:1829-41. [PMID: 21669304 DOI: 10.1016/j.jprot.2011.05.040] [Citation(s) in RCA: 169] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2011] [Revised: 05/23/2011] [Accepted: 05/26/2011] [Indexed: 12/12/2022]
Abstract
Two-dimensional electrophoresis of proteins has preceded, and accompanied, the birth of proteomics. Although it is no longer the only experimental scheme used in modern proteomics, it still has distinct features and advantages. The purpose of this tutorial paper is to guide the reader through the history of the field, then through the main steps of the process, from sample preparation to in-gel detection of proteins, commenting the constraints and caveats of the technique. Then the limitations and positive features of two-dimensional electrophoresis are discussed (e.g. its unique ability to separate complete proteins and its easy interfacing with immunoblotting techniques), so that the optimal type of applications of this technique in current and future proteomics can be perceived. This is illustrated by a detailed example taken from the literature and commented in detail. This Tutorial is part of the International Proteomics Tutorial Programme (IPTP 2).
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88
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Righetti PG, Candiano G. Recent advances in electrophoretic techniques for the characterization of protein biomolecules: a poker of aces. J Chromatogr A 2011; 1218:8727-37. [PMID: 21536293 DOI: 10.1016/j.chroma.2011.04.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2011] [Revised: 04/02/2011] [Accepted: 04/04/2011] [Indexed: 12/15/2022]
Abstract
The four classical modes of electrophoresis of protein molecules (sodium dodecyl sulphate electrophoresis, SDS-PAGE, isoelectric focusing, IEF, and immobilized pH gradients, IPGs, two-dimensional maps, 2D, and capillary electrophoresis, CE) are here reviewed, with special emphasis on recent innovations. Thus, in the case of SDS-PAGE, a novel method, consisting in focusing SDS-protein micelles against a gradient of cationic charges grafted onto a polyacrylamide gel is presented. In the case of IEF, the recent decoding of the structure, polydispersity, molecular mass distribution and buffering properties of the soluble carrier ampholyte buffers are here discussed. In regard to two dimensional mapping, recent instrumentation for performing 2D maps in horizontal, large gel slabs (up to 30 cm × 40 cm) and in a radial format for the SDS dimension is here evaluated. Finally, in the case of CE, three major applications are presented: a thorough study of capillary IEF and of all experimental variables, a method of importance in screening of rDNA products; the possibility of running proteins and peptide separations in very acidic, amphoteric, isoelectric buffers in absence of any capillary coating; finally, the possibility of producing a facile, user friendly, covalent coating of the wall silanols via bonding of quaternarized piperazines endowed with an iodinated tail. In acidic, volatile buffers, such protein/peptide runs can be directly interfaced with mass spectrometry instrumentation.
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Affiliation(s)
- Pier Giorgio Righetti
- Department of Chemistry, Materials and Chemical Engineering Giulio Natta, Politecnico di Milano, Via Mancinelli 7, 20131 Milano, Italy.
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89
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Boschetti E, Righetti PG. Mixed-bed chromatography as a way to resolve peculiar protein fractionation situations. J Chromatogr B Analyt Technol Biomed Life Sci 2011; 879:827-35. [DOI: 10.1016/j.jchromb.2011.03.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2010] [Revised: 02/28/2011] [Accepted: 03/03/2011] [Indexed: 11/26/2022]
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90
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Ma H, Hu Y, Yu F, Ren X, Zhang F. Evaluation of Nonionic Block Polymer Surfactants in Maize Root Proteome Extraction within Water–Organic Solvent Phases. Chromatographia 2011. [DOI: 10.1007/s10337-011-1961-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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91
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Choi HS, Lee SK, Kwon KH, Yoo JS, Ji K, Kim JY. Pressure Cycling Technology-assisted Protein Digestion for Efficient Proteomic Analysis. B KOREAN CHEM SOC 2011. [DOI: 10.5012/bkcs.2011.32.2.599] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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92
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Gong F, Peng X, Zeng Z, Yu M, Zhao Y, Tong A. Proteomic analysis of cisplatin resistance in human ovarian cancer using 2-DE method. Mol Cell Biochem 2010; 348:141-7. [PMID: 21080034 DOI: 10.1007/s11010-010-0648-6] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2010] [Accepted: 10/28/2010] [Indexed: 02/05/2023]
Abstract
Platinum-based chemotherapy, such as cisplatin, is the primary treatment for human ovarian cancer. However, overcoming drug resistance has become an important issue in cancer chemotherapy. In this study, we performed 2-DE and ESI-Q-TOF MS/MS analysis to identify differential proteins expression between cisplatin-sensitive (A2780S) and cisplatin-resistant (A2780-CP) ovarian cancer cell lines. Of the 14 spots identified as differentially expressed (±over twofold, P < 0.05) between the two cell lines, ten spots (corresponding to ten unique proteins) were positively identified by ESI-Q-TOF MS/MS analysis. These proteins include capsid glycoprotein, fructose-bisphosphate aldolase C, heterogeneous nuclear ribonucleoproteins A2/B1, putative RNA-binding protein 3, Ran-specific GTPase-activating protein, ubiquitin carboxyl-terminal hydrolase isozyme L1, stathmin, ATPSH protein, chromobox protein homolog3 and phosphoglycerate kinase 1. The proteins identified in this study would be useful in revealing the mechanisms underlying cisplatin resistance and also provide some clues for further research.
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Affiliation(s)
- Fengming Gong
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University, Chengdu, People's Republic of China
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93
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Xavier T, Ganesan TS, Menon KN. A simple and efficient method for processing of cell lysates for two-dimensional gel electrophoresis. Electrophoresis 2010; 31:2429-35. [PMID: 20564265 DOI: 10.1002/elps.200900644] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Sample preparation is one of the major issues in 2-DE for the separation of proteins. Although a 100% representation of cellular proteins onto a 2-DE is virtually impossible, maximum representation of cellular proteins compared with the original cell lysate is important in the subsequent analysis. We demonstrate that lysis of cells in urea/thiourea solution with subsequent sonication to disrupt the nucleic acids and concentration of the lysate using centri-con led to enrichment of proteins. The procedure resulted in minimal nucleic acid contamination with better resolution of spots. 2-DE spot patterns of proteins prepared using urea-thiourea solubilization/centri-con method to other protein enrichment methods such as phenol/chloroform/isoamyl alcohol extraction, methanol/ammonium acetate precipitation, acetone precipitation and ethanol precipitation were compared. Urea-thiourea solubilization combined with centri-con method of protein enrichment represented higher number/unique spots particularly in the 50-250 kDa M(r) compared with others. Lysis of cells in urea/thiourea from the beginning of lysate preparation preserves the proteins from protease activity due to denaturation of proteases. Thus, we demonstrate that the centri-con methodology is simple and effective for the preparation of high-quality sample that can be used for a qualitative representation of cellular proteins on a 2-DE for proteomic analysis.
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Affiliation(s)
- Tessy Xavier
- Division of Molecular Medicine, Amrita Research Institute, Amrita Institute for Medical Sciences, Ponekkara, Kochi, India
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94
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Lee H, Han J, Lee K, Kim E, Jin Y, Oh J, Hwang J, Kang H, Kim S, Seo K, Kang S, Choi Y. Buffer optimization for bovine Longissimus muscle tissues: Proteome analysis of Korean native cattle using 2-dimensional gel electrophoresis. Food Sci Biotechnol 2010. [DOI: 10.1007/s10068-010-0157-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
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95
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Villar M, Torina A, Nuñez Y, Zivkovic Z, Marina A, Alongi A, Scimeca S, La Barbera G, Caracappa S, Vázquez J, Fuente JDL. Application of highly sensitive saturation labeling to the analysis of differential protein expression in infected ticks from limited samples. Proteome Sci 2010; 8:43. [PMID: 20704695 PMCID: PMC2929226 DOI: 10.1186/1477-5956-8-43] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2010] [Accepted: 08/12/2010] [Indexed: 01/05/2023] Open
Abstract
Background Ticks are vectors of pathogens that affect human and animal health worldwide. Proteomics and genomics studies of infected ticks are required to understand tick-pathogen interactions and identify potential vaccine antigens to control pathogen transmission. One of the limitations for proteomics research in ticks is the amount of protein that can be obtained from these organisms. In the work reported here, individual naturally-infected and uninfected Rhipicephalus spp. ticks were processed using a method that permits simultaneous extraction of DNA, RNA and proteins. This approach allowed using DNA to determine pathogen infection, protein for proteomics studies and RNA to characterize mRNA levels for some of the differentially expressed proteins. Differential protein expression in response to natural infection with different pathogens was characterized by two-dimensional (2-D) differential in gel electrophoresis (DIGE) saturation labeling in combination with mass spectrometry analysis. To our knowledge, this is the first report of the application of DIGE saturation labeling to study tick proteins. Results Questing and feeding Rhipicephalus spp. adult ticks were collected in 27 farms located in different Sicilian regions. From 300 collected ticks, only 16 were found to be infected: R. sanguineus with Rickettsia conorii and Ehrlichia canis; R. bursa with Theileria annulata; and R. turanicus with Anaplasma ovis. The proteomic analysis conducted from a limited amount of proteins allowed the identification of host, pathogen and tick proteins differentially expressed as a consequence of infection. Conclusion These results showed that DIGE saturation labeling is a powerful technology for proteomics studies in small number of ticks and provided new information about the effect of pathogen infection in ticks.
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Affiliation(s)
- Margarita Villar
- Instituto de Investigación en Recursos Cinegéticos IREC (CSIC-UCLM-JCCM), Ronda de Toledo s/n, 13005 Ciudad Real, Spain.
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96
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Moroni A, Iametti S, Bonomi F, Arendt E, Dal Bello F. Solubility of proteins from non-gluten cereals: A comparative study on combinations of solubilising agents. Food Chem 2010. [DOI: 10.1016/j.foodchem.2010.02.009] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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97
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Amalraj RS, Selvaraj N, Veluswamy GK, Ramanujan RP, Muthurajan R, Palaniyandi M, Agrawal GK, Rakwal R, Viswanathan R. Sugarcane proteomics: establishment of a protein extraction method for 2-DE in stalk tissues and initiation of sugarcane proteome reference map. Electrophoresis 2010; 31:1959-74. [PMID: 20564692 DOI: 10.1002/elps.200900779] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Sugarcane is an important commercial crop cultivated for its stalks and sugar is a prized commodity essential in human nutrition. Proteomics of sugarcane is in its infancy, especially when dealing with the stalk tissues, where there is no study to date. A systematic proteome analysis of stalk tissue yet remains to be investigated in sugarcane, wherein the stalk tissue is well known for its rigidity, fibrous nature, and the presence of oxidative enzymes, phenolic compounds and extreme levels of carbohydrates, thus making the protein extraction complicated. Here, we evaluated five different protein extraction methods in sugarcane stalk tissues. These methods are as follows: direct extraction using lysis buffer (LB), TCA/acetone precipitation followed by solubilization in LB, LB containing thiourea (LBT), and LBT containing tris, and phenol extraction. Both quantitative and qualitative protein analyses were performed for each method. 2-DE analysis of extracted total proteins revealed distinct differences in protein patterns among the methods, which might be due to their physicochemical limitations. Based on the 2-D gel protein profiles, TCA/acetone precipitation-LBT and phenol extraction methods showed good results. The phenol method showed a shift in pI values of proteins on 2-D gel, which was mostly overcome by the use of 2-D cleanup kit after protein extraction. Among all the methods tested, 2-D cleanup-phenol method was found to be the most suitable for producing high number of good-quality spots and reproducibility. In total, 30 and 12 protein spots commonly present in LB, LBT and phenol methods, and LBT method were selected and subjected to eLD-IT-TOF-MS/MS and nESI-LC-MS/MS analyses, respectively, and a reference map has been established for sugarcane stalk tissue proteome. A total of 36 nonredundant proteins were identified. This is a very first basic study on sugarcane stalk proteome analysis and will promote the unexplored areas of sugarcane proteome research.
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Affiliation(s)
- Ramesh Sundar Amalraj
- Plant Pathology Section, Sugarcane Breeding Institute, Indian Council of Agricultural Research, Tamil Nadu, India
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98
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Variations on a theme: Changes to electrophoretic separations that can make a difference. J Proteomics 2010; 73:1562-72. [DOI: 10.1016/j.jprot.2010.04.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2010] [Revised: 04/01/2010] [Accepted: 04/03/2010] [Indexed: 11/19/2022]
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99
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Cho JH, Cho MH, Hwang H, Bhoo SH, Hahn TR. Improvement of plant protein solubilization and 2-DE gel resolution through optimization of the concentration of Tris in the solubilization buffer. Mol Cells 2010; 29:611-6. [PMID: 20496115 DOI: 10.1007/s10059-010-0076-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2009] [Revised: 03/02/2010] [Accepted: 03/03/2010] [Indexed: 10/19/2022] Open
Abstract
It is important to solubilize acetone-precipitated proteins before isoelectric focusing (IEF) to achieve high resolution 2-DE gels. To resolve the maximum possible number of plant protein spots, we developed an improved solubilization buffer for plant proteins. We demonstrated that the resolution of 2-DE gels increased dramatically as the concentration of Tris-base increased, with maximum solubilization obtained at 200 mM Tris-base (Ly200T). The Ly200T buffer was more effective than the commonly used solubilization buffer containing 40 mM Tris at solubilizing acetone-precipitated plant proteins. Use of the Ly200T buffer to solubilize proteins resulted in an increase in intensity of approximately 30% of plant protein spots in the larger-than-40 kDa region of the gel. The Ly200T buffer also improved the resolution of abundant and basic proteins. Thus, the Ly200T buffer can be used to achieve greater resolution of protein spots in plant proteomics research.
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Affiliation(s)
- Jin-Hwan Cho
- Graduate School of Biotechnology and Plant Metabolism Research Center, Kyung Hee University, Suwon, 446-701, Korea
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100
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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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