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Cheng KW, Wong CC, Wang M, He QY, Chen F. Identification and characterization of molecular targets of natural products by mass spectrometry. MASS SPECTROMETRY REVIEWS 2010; 29:126-155. [PMID: 19319922 DOI: 10.1002/mas.20235] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Natural products, and their derivatives and mimics, have contributed to the development of important therapeutics to combat diseases such as infections and cancers over the past decades. The value of natural products to modern drug discovery is still considerable. However, its development is hampered by a lack of a mechanistic understanding of their molecular action, as opposed to the emerging molecule-targeted therapeutics that are tailored to a specific protein target(s). Recent advances in the mass spectrometry-based proteomic approaches have the potential to offer unprecedented insights into the molecular action of natural products. Chemical proteomics is established as an invaluable tool for the identification of protein targets of natural products. Small-molecule affinity selection combined with mass spectrometry is a successful strategy to "fish" cellular targets from the entire proteome. Mass spectrometry-based profiling of protein expression is also routinely employed to elucidate molecular pathways involved in the therapeutic and possible toxicological responses upon treatment with natural products. In addition, mass spectrometry is increasingly utilized to probe structural aspects of natural products-protein interactions. Limited proteolysis, photoaffinity labeling, and hydrogen/deuterium exchange in conjunction with mass spectrometry are sensitive and high-throughput strategies that provide low-resolution structural information of non-covalent natural product-protein complexes. In this review, we provide an overview on the applications of mass spectrometry-based techniques in the identification and characterization of natural product-protein interactions, and we describe how these applications might revolutionize natural product-based drug discovery.
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Affiliation(s)
- Ka-Wing Cheng
- School of Biological Sciences, The University of Hong Kong, Pokfulam Road, Hong Kong, China
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Fofana B, Yao XH, Rampitsch C, Cloutier S, Wilkins JA, Nyomba BLG. Prenatal alcohol exposure alters phosphorylation and glycosylation of proteins in rat offspring liver. Proteomics 2009; 10:417-34. [DOI: 10.1002/pmic.200800969] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Arukwe A. Toxicological housekeeping genes: do they really keep the house? ENVIRONMENTAL SCIENCE & TECHNOLOGY 2006; 40:7944-9. [PMID: 17256553 DOI: 10.1021/es0615223] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
It is assumed that the expression of housekeeping genes is constant regardless of experimental conditions. In toxicology, this assumption has indeed become a misconception of reasonable concern, as these so-called housekeeping genes vary considerably across different experimental conditions and thereby lead to an erroneous interpretation of the expression profile of a target gene. Given that the choice of reference gene will ultimately influence statistical interpretation of toxicological data, it is essential to validate potential reference genes prior to their use, to establish their suitability for a specific experimental purpose. Therefore, the aim of this study is to quantitatively evaluate the most commonly used housekeeping genes in toxicology research for their suitability as reference endpoints, and thus provide toxicology researchers who have little experience in molecular biology but find themselves interested or involved with gene expression analysis with a summary of information necessary for re-evaluating their procedures. We show that the expression pattern of beta-actin, beta-tubulin, 18S ribosomal RNA (18S rRNA), and elongation factor-lalpha (EF-lalpha), representing commonly used housekeeping genes in toxicology, was modulated on the basis of random exposure condition and time, in both in vivo and in vitro test systems of Atlantic salmon (Salmo salar). Based on the data presented herein and several other reports by other researchers, there are very few biological justifications to refer to anything as a housekeeping gene in real-time PCR assays for toxicological research. However, given the absolute need for normalization genes to correct for sample-to-sample variations, the choice of internal control gene should be determined empirically on the basis of the individual exposure condition and by the individual researcher.
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Affiliation(s)
- Augustine Arukwe
- Department of Biology, Norwegian University of Science and Technology (NTNU), Høgskoleringen 5, N-7491 Trondheim, Norway.
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Nabetani T, Miyazaki K, Tabuse Y, Tsugita A. Analysis of acidic peptides with a matrix-assisted laser desorption/ionization mass spectrometry using positive and negative ion modes with additive monoammonium phosphate. Proteomics 2006; 6:4456-65. [PMID: 16897684 DOI: 10.1002/pmic.200500916] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Acidic PTMs such as phosphorylation and sulfonation of proteins are known to play important roles in many cellular processes including signal transductions and protein-protein interactions. In MS, the acidic modified peptides, that have negative charge, are observable in negative ion mode rather than in positive ion mode. Moreover, addition of ammonium salt into MALDI matrix solution improves the relative intensity of ionization of the phosphorylated peptide to unmodified one. We demonstrate that a combination of the negative ion mode and addition of ammonium salt is more effective in the ionization of the acidic modified peptides. We applied this method to 2-DE separated proteins of Caenorhabditis elegans. As a result, 42 spots were identified as modified proteins, of which 34 proteins were nonoverlapping unique proteins. Furthermore, our study revealed that pI shifts of the DIM-1 and MLC-1 proteins in the 2-DE gel were attributed to the presence of the acidic modifications. The negative ion mode together with the addition of ammonium salt provides us a useful method to detect the phosphorylation and/or sulfonation of protein in a simple manner.
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Affiliation(s)
- Takuji Nabetani
- Proteomics Research Laboratory, Tokyo Rikakikai Co., Ltd., Tsukuba, Ibaraki, Japan
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Chen C, Boylan MT, Evans CA, Whetton AD, Wright EG. Application of Two-Dimensional Difference Gel Electrophoresis to Studying Bone Marrow Macrophages and Their in Vivo Responses to Ionizing Radiation. J Proteome Res 2005; 4:1371-80. [PMID: 16083289 DOI: 10.1021/pr050067r] [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: 11/29/2022]
Abstract
A flow cytometric protocol was developed to isolate primary bone marrow resident macrophages (CD11b((-)) Gr-1((-)) F4/80((+))) before and 24 h after 0.5 Gy gamma-irradiation from mouse strains (C57BL/6 and CBA/Ca) that exhibit significant differences in the response of their hematopoietic tissues to ionizing radiation. The proteins from these populations were analyzed using two-dimensional difference gel electrophoresis (2D DIGE) and mass spectrometry. We identified 36 macrophage proteins from 52 spots in both C57BL/6 and CBA/Ca. Thirty-three spots showed significant difference between genotypes and 16 of them corresponding to 11 proteins were identified. These included G-protein signaling 16, glucose-regulated protein 78, and lactoylglutathione lyase. We detected 16 and 18 spot changes following irradiation in C57BL/6 and CBA/Ca respectively, and in total 16 of them were identified. The identified proteins included calreticulin, lactoylglutathione lyase, regulator of G-protein signaling 16 and peroxiredoxin 5, mitochondrial precursor. The application of DIGE to primary bone marrow resident macrophages has allowed the first description of the proteome of these important components of the hematopoietic microenvironment and an analysis of their in vivo response to ionizing radiation which may shed light on the mechanism underlying the differential radiation-induced leukemogenesis exhibited within these mouse strains.
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Affiliation(s)
- Changwei Chen
- Department of Molecular and Cellular Pathology, University of Dundee, Ninewells Hospital and Medical School, Dundee DD1 9SY, Scotland, United Kingdom.
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Mälarstig A, Tenno T, Jossan S, Aberg M, Siegbahn A. A quantitative real-time PCR method for tissue factor mRNA. Thromb Res 2004; 112:175-83. [PMID: 14967415 DOI: 10.1016/j.thromres.2003.11.001] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2003] [Revised: 10/28/2003] [Accepted: 11/04/2003] [Indexed: 11/23/2022]
Abstract
BACKGROUND Tissue factor (TF) is primarily known for its function to initiate blood coagulation. The range of in vivo expression of TF is wide and requires a dynamic assay for monitoring. A general method for TF mRNA quantitation that is dynamic, sensitive and applicable to a variety of experimental systems or clinical situations is therefore desirable. OBJECTIVES To develop a method for sensitive and dynamic quantitation of TF mRNA in human blood cells. METHODS TF mRNA expression was analysed and evaluated in monocyte isolations, in whole blood (healthy volunteers and patients scheduled for percutaneous coronary intervention, PCI) and in a panel of human cell lines. RNA was extracted, reverse transcribed and subjected to real-time PCR amplification, according to the TaqMan technology. A TF plasmid was constructed as calibrator of the assay. Two housekeeping genes used as endogenous controls for cDNA quality and integrity were evaluated. RESULTS The assay was linear by seven orders of magnitude and detected down to 10(2) copies of the TF plasmid. The coefficient of variation was 4% intra-assay and 28% between the assays when using beta2MG as endogenous control. The beta-actin gene expression was induced by treatment with lipopolysaccharide (LPS) in blood leukocytes and could not be used as an endogenous control. However, beta2MG showed only minor variations upon treatment with LPS. The TF mRNA and antigen expression, measured in a Western blot, correlated well (R(2)=0.903) in a panel of 11 human cell lines. CONCLUSIONS We have established a method for sensitive and dynamic quantitation of TF mRNA in experimental systems and for clinical situations.
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Affiliation(s)
- Anders Mälarstig
- Department of Medical Sciences, Uppsala University, Uppsala S-75185, Sweden
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Gu L, Zhang H, Chen Q, Chen J. Calyculin A-induced actin phosphorylation and depolymerization in renal epithelial cells. CELL MOTILITY AND THE CYTOSKELETON 2003; 54:286-95. [PMID: 12601691 DOI: 10.1002/cm.10099] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
This study reports actin phosphorylation and coincident actin cytoskeleton alterations in renal epithelial cell line, LLC-PK1. Serine phosphorylation of actin was first observed in vitro after the cell lysate was incubated with phosphatase inhibitors and ATP. Both the phosphorylated actin and actin kinase activities were found in the cytoskeletal fraction. Actin phosphorylation was later detected in living LLC-PK1 cells after incubation with the phosphatase inhibitor calyculin A. Calyculin A-induced actin phosphorylation was associated with reorganization of the actin cytoskeleton, including net actin depolymerization, loss of cell-cell junction and stress fiber F-actin filaments, and redistribution of F-actin filaments in the periphery of the rounded cells. Actin phosphorylation was abolished by 3-h ATP depletion but not by the non-specific kinase inhibitor staurosporine. These results demonstrate that renal epithelial cells contain kinase/phosphatase activities and actin can be phosphorylated in LLC-PK1 cells. Actin phosphorylation may play an important role in regulating the organization of the actin cytoskeleton in renal epithelium.
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Affiliation(s)
- Luo Gu
- Department of Life Sciences, Indiana State University, Terre Haute, IN 47809, USA
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Grønborg M, Kristiansen TZ, Stensballe A, Andersen JS, Ohara O, Mann M, Jensen ON, Pandey A. A mass spectrometry-based proteomic approach for identification of serine/threonine-phosphorylated proteins by enrichment with phospho-specific antibodies: identification of a novel protein, Frigg, as a protein kinase A substrate. Mol Cell Proteomics 2002; 1:517-27. [PMID: 12239280 DOI: 10.1074/mcp.m200010-mcp200] [Citation(s) in RCA: 326] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Although proteins phosphorylated on tyrosine residues can be enriched by immunoprecipitation with anti-phosphotyrosine antibodies, it has been difficult to identify proteins that are phosphorylated on serine/threonine residues because of lack of immunoprecipitating antibodies. In this report, we describe several antibodies that recognize phosphoserine/phosphothreonine-containing proteins by Western blotting. Importantly, these antibodies can be used to enrich for proteins phosphorylated on serine/threonine residues by immunoprecipitation, as well. Using these antibodies, we have immunoprecipitated proteins from untreated cells or those treated with calyculin A, a serine/threonine phosphatase inhibitor. Mass spectrometry-based analysis of bands from one-dimensional gels that were specifically observed in calyculin A-treated samples resulted in identification of several known serine/threonine-phosphorylated proteins including drebrin 1, alpha-actinin 4, and filamin-1. We also identified a protein, poly(A)-binding protein 2, which was previously not known to be phosphorylated, in addition to a novel protein without any obvious domains that we designate as Frigg. Frigg is widely expressed and was demonstrated to be a protein kinase A substrate in vitro. We identified several in vivo phosphorylation sites by tandem mass spectrometry using Frigg protein immunoprecipitated from cells. Our method should be applicable as a generic strategy for enrichment and identification of serine/threonine-phosphorylated substrates in signal transduction pathways.
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Affiliation(s)
- Mads Grønborg
- Department of Biochemistry and Molecular Biology, Center for Experimental Bioinformatics, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark
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Grahnert A, Friedrich M, Pfister M, Haag F, Koch-Nolte F, Hauschildt S. Mono-ADP-ribosyltransferases in human monocytes: regulation by lipopolysaccharide. Biochem J 2002; 362:717-23. [PMID: 11879200 PMCID: PMC1222437 DOI: 10.1042/0264-6021:3620717] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
ADP-ribosyltransferase activity was shown to be present on the surface of human monocytes. Incubating the cells in the presence of BSA leads to an increase in enzyme activity. The acceptor amino acid mainly responsible for the ADP-ribose bond was identified as a cysteine residue. An increase in ADP-ribosyltransferase activity was observed when cells were treated for 16 h with bacterial lipopolysaccharide (LPS). Possible candidates for catalysing the reaction are mono-ADP-ribosyltransferases (ARTs). When measuring expression of the mRNA of ART1, 3, 4 and 5, only ART3 mRNA was detected in unstimulated monocytes. Upon stimulation for 16 h with LPS, lipoteichoic acid or peptidoglycan, ART4 mRNA was found to be expressed. No ART4 signal appeared after a 4 h exposure of the cells to LPS. Cell-surface proteins were labelled when incubating monocytes with [(32)P]NAD(+). Their molecular masses were 29, 33, 43, 45, 60 and 82 kDa. In response to LPS an additional protein of 31 kDa was found to be labelled. The bound label was resistant to treatment with NH(2)OH but sensitive to HgCl(2), characteristic of a cysteine-linked ADP-ribosylation.
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Affiliation(s)
- Andreas Grahnert
- Department of Immunobiology, Institute of Zoology, University of Leipzig, Talstrasse 33, D-04103 Leipzig, Germany
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Rosengart MR, Arbabi S, Bauer GJ, Garcia I, Jelacic S, Maier RV. The actin cytoskeleton: an essential component for enhanced TNFalpha production by adherent monocytes. Shock 2002; 17:109-13. [PMID: 11837785 DOI: 10.1097/00024382-200202000-00005] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Monocyte adherence induces the formation of focal adhesions, the interaction sites of intracellular signaling molecules and cytoskeletal proteins such as actin. We previously demonstrated that adherence potentiates human monocyte LPS-induced TNFalpha production. Hence, we hypothesized that the actin cytoskeleton is integral to adherence-induced priming for enhanced LPS-induced TNFalpha production. In contrast to nonadherent cells, LPS induced significant transcription of TNFalpha mRNA and production of TNFalpha in adherent monocytes. Disrupting the actin cytoskeleton with cytochalasin D (CD) in adherent monocytes inhibited LPS-induced TNFalpha production by 55%, thereby abrogating adherence-induced priming. Moreover, CD pretreatment abrogated adherence-induced activation of Pyk2, a major focal adhesion kinase, and ERK 1/2, a component of the mitogen-activated protein kinase (MAPK) signaling pathway, and it completely inhibited LPS-induced ERK 1/2 activation. However, CD treatment of nonadherent monocytes failed to inhibit cytokine production. In conclusion, the actin cytoskeleton is integral in the reprogramming of the monocyte for enhanced cytokine production and in maintaining this "primed" state.
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T'jampens D, Bailey J, Cook LJ, Constantin B, Vandekerckhove J, Gettemans J. Physarum amoebae express a distinct fragmin-like actin-binding protein that controls in vitro phosphorylation of actin by the actin-fragmin kinase. EUROPEAN JOURNAL OF BIOCHEMISTRY 1999; 265:240-50. [PMID: 10491179 DOI: 10.1046/j.1432-1327.1999.00721.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Amoebae and plasmodia constitute the two vegetative growth phases of the Myxomycete Physarum. In vitro and in vivo phosphorylation of actin in plasmodia is tightly controlled by fragmin P, a plasmodium-specific actin-binding protein that enables actin phosphorylation by the actin-fragmin kinase. We investigated whether amoebal actin is phosphorylated by this kinase, in spite of the lack of fragmin P. Strong actin phosphorylation was detected only following addition of recombinant actin-fragmin kinase to cell-free extracts of amoebae, suggesting that amoebae contain a protein with properties similar to plasmodial fragmin. We purified the complex between actin and this protein to homogeneity. Using an antibody that specifically recognizes phosphorylated actin, we demonstrate that Thr203 in actin can be phosphorylated in this complex. A full-length amoebal fragmin cDNA was cloned and the deduced amino acid sequence shows 65% identity with plasmodial fragmin. However, the fragmins are encoded by different genes. Northern blots using RNA from a developing Physarum strain demonstrate that this fragmin isoform (fragmin A) is not expressed in plasmodia. In situ localization showed that fragmin A is present mainly underneath the plasma membrane. Our results indicate that Physarum amoebae express a fragmin P-like isoform which shares the property of binding actin and converting the latter into a substrate for the actin-fragmin kinase.
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Affiliation(s)
- D T'jampens
- Flanders Interuniversity Institute for Biotechnology (VIB), Department of Medical Protein Research, Faculty of Medicine, University of Gent, Belgium
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Lührmann A, Thölke J, Behn I, Schumann J, Tiegs G, Hauschildt S. Immunomodulating properties of the antibiotic novobiocin in human monocytes. Antimicrob Agents Chemother 1998; 42:1911-6. [PMID: 9687383 PMCID: PMC105709 DOI: 10.1128/aac.42.8.1911] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
We show that the coumeromycin antibiotic novobiocin, a potent inhibitor of ADP ribosylation, prevents lipopolysaccharide (LPS)-induced tumor necrosis factor alpha (TNF-alpha), interleukin-1 (IL-1), IL-6, and IL-10 secretion in human peripheral blood mononuclear cells. It shares these cytokine-suppressing properties with other inhibitors of ADP ribosylation. We found that novobiocin prevents TNF-alpha production by inhibiting translation of the TNF-alpha mRNA. Elevated TNF-alpha levels in mice treated with D-galactosamine (GalN)-LPS or GalN-TNF were not reduced by novobiocin; however, the drug exhibited hepatoprotective properties. Novobiocin causes downregulation of the surface molecules on monocytes, among which CD14 was the most affected. The diminished expression of surface molecules was not observed on T and B lymphocytes. Similar to other inhibitors of ADP ribosylation, novobiocin prevents LPS-induced phosphate labelling of gamma-actins.
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Affiliation(s)
- A Lührmann
- Department of Immunobiology, Institute of Zoology, University of Leipzig, Leipzig, Germany
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