151
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Atzrodt J, Derdau V, Kerr WJ, Reid M. Deuterium- and Tritium-Labelled Compounds: Applications in the Life Sciences. Angew Chem Int Ed Engl 2018; 57:1758-1784. [PMID: 28815899 DOI: 10.1002/anie.201704146] [Citation(s) in RCA: 407] [Impact Index Per Article: 67.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Revised: 07/27/2017] [Indexed: 12/19/2022]
Abstract
Hydrogen isotopes are unique tools for identifying and understanding biological and chemical processes. Hydrogen isotope labelling allows for the traceless and direct incorporation of an additional mass or radioactive tag into an organic molecule with almost no changes in its chemical structure, physical properties, or biological activity. Using deuterium-labelled isotopologues to study the unique mass-spectrometric patterns generated from mixtures of biologically relevant molecules drastically simplifies analysis. Such methods are now providing unprecedented levels of insight in a wide and continuously growing range of applications in the life sciences and beyond. Tritium (3 H), in particular, has seen an increase in utilization, especially in pharmaceutical drug discovery. The efforts and costs associated with the synthesis of labelled compounds are more than compensated for by the enhanced molecular sensitivity during analysis and the high reliability of the data obtained. In this Review, advances in the application of hydrogen isotopes in the life sciences are described.
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Affiliation(s)
- Jens Atzrodt
- Isotope Chemistry and Metabolite Synthesis, Integrated Drug Discovery, Medicinal Chemistry, Industriepark Höchst, G876, 65926, Frankfurt, Germany
| | - Volker Derdau
- Isotope Chemistry and Metabolite Synthesis, Integrated Drug Discovery, Medicinal Chemistry, Industriepark Höchst, G876, 65926, Frankfurt, Germany
| | - William J Kerr
- Department of Pure and Applied Chemistry, WestCHEM, University of Strathclyde, 295 Cathedral Street, Glasgow, Scotland, G1 1XL, UK
| | - Marc Reid
- Department of Pure and Applied Chemistry, WestCHEM, University of Strathclyde, 295 Cathedral Street, Glasgow, Scotland, G1 1XL, UK
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152
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Yu C, Huang L. Cross-Linking Mass Spectrometry: An Emerging Technology for Interactomics and Structural Biology. Anal Chem 2018; 90:144-165. [PMID: 29160693 PMCID: PMC6022837 DOI: 10.1021/acs.analchem.7b04431] [Citation(s) in RCA: 222] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Clinton Yu
- Department of Physiology & Biophysics, University of California, Irvine, Irvine, CA 92697
| | - Lan Huang
- Department of Physiology & Biophysics, University of California, Irvine, Irvine, CA 92697
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153
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Garzia A, Morozov P, Sajek M, Meyer C, Tuschl T. PAR-CLIP for Discovering Target Sites of RNA-Binding Proteins. Methods Mol Biol 2018; 1720:55-75. [PMID: 29236251 DOI: 10.1007/978-1-4939-7540-2_5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
RNA-binding proteins (RBPs) establish posttranscriptional gene regulation (PTGR) by coordinating the maturation, editing, transport, stability, and translation of cellular RNAs. A variety of experimental approaches have been developed to characterize the RNAs associated with RBPs in vitro as well as in vivo. Our laboratory developed Photoactivatable-Ribonucleoside-Enhanced Cross-Linking and Immunoprecipitation (PAR-CLIP), which in combination with next-generation sequencing enables the identification of RNA targets of RBPs at a nucleotide-level resolution. Here we present an updated and condensed step-by-step PAR-CLIP protocol followed by the description of our RNA-seq data analysis pipeline.
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Affiliation(s)
- Aitor Garzia
- Laboratory of RNA Molecular Biology, Howard Hughes Medical Institute, The Rockefeller University, New York, NY, USA
| | - Pavel Morozov
- Laboratory of RNA Molecular Biology, Howard Hughes Medical Institute, The Rockefeller University, New York, NY, USA
| | - Marcin Sajek
- Laboratory of RNA Molecular Biology, Howard Hughes Medical Institute, The Rockefeller University, New York, NY, USA
| | - Cindy Meyer
- Laboratory of RNA Molecular Biology, Howard Hughes Medical Institute, The Rockefeller University, New York, NY, USA
| | - Thomas Tuschl
- Laboratory of RNA Molecular Biology, Howard Hughes Medical Institute, The Rockefeller University, New York, NY, USA.
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154
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Abstract
The ubiquitin proteasome system can arguably affect all cellular proteins with few exceptions. In addition to regulating many pathways such as cell cycle progression, inflammation, gene expression, DNA repair, and vesicle trafficking-to just name a few-ubiquitination can occur to any nascent or newly translated protein that misfolds. In the past years, substantial progress has been achieved in advancing our global understanding of the ubiquitinome-the ensemble of ubiquitinated proteins within a cell-using mass spectrometry-based proteomics. Notably, over 50,000 conjugation sites have now been reported. In this review, we discuss recent proteomics methods used to expand our knowledge of the ubiquitin proteasome system through the identification of ubiquitination sites, poly-ubiquitin chain types, and E3 ubiquitin ligase substrates.
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Affiliation(s)
- Amalia Rose
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada
| | - Thibault Mayor
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC, Canada.
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155
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Lapek JD, Fang RH, Wei X, Li P, Wang B, Zhang L, Gonzalez DJ. Biomimetic Virulomics for Capture and Identification of Cell-Type Specific Effector Proteins. ACS NANO 2017; 11:11831-11838. [PMID: 28892626 DOI: 10.1021/acsnano.7b02650] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
An unmet challenge in the study of disease is to accurately streamline the identification of important virulence factors. Traditional, genetically driven approaches miss biologically relevant markers due to discordance between the genome and proteome. Here, we developed a nanotechnology-enabled affinity enrichment strategy coupled with multiplexed quantitative proteomics, namely Biomimetic Virulomics, for successful identification of cell-type specific effector proteins of both prokaryotic and eukaryotic pathogens. We highlight the power of Biomimetic Virulomics by capturing known virulence factors in a high-throughput, cell-type guided fashion. Additionally, a comprehensive characterization of the membrane protein component of biomimetics utilized in this strategy is provided. Interfacing cell-derived nanomaterials with multiplexed quantitative proteomics allow for a specific targeting strategy of virulence factors that can be utilized for drug discovery against prominent human diseases.
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Affiliation(s)
| | | | | | - Pengyang Li
- Department of Bioengineering, Stanford University , Stanford, California 94305, United States
| | - Bo Wang
- Department of Bioengineering, Stanford University , Stanford, California 94305, United States
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156
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Wu Q, Moeller HB, Stevens DA, Sanchez-Hodge R, Childers G, Kortenoeven MLA, Cheng L, Rosenbaek LL, Rubel C, Patterson C, Pisitkun T, Schisler JC, Fenton RA. CHIP Regulates Aquaporin-2 Quality Control and Body Water Homeostasis. J Am Soc Nephrol 2017; 29:936-948. [PMID: 29242247 DOI: 10.1681/asn.2017050526] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 11/14/2017] [Indexed: 02/03/2023] Open
Abstract
The importance of the kidney distal convoluted tubule (DCT) and cortical collecting duct (CCD) is highlighted by various water and electrolyte disorders that arise when the unique transport properties of these segments are disturbed. Despite this critical role, little is known about which proteins have a regulatory role in these cells and how these cells can be regulated by individual physiologic stimuli. By combining proteomics, bioinformatics, and cell biology approaches, we found that the E3 ubiquitin ligase CHIP is highly expressed throughout the collecting duct; is modulated in abundance by vasopressin; interacts with aquaporin-2 (AQP2), Hsp70, and Hsc70; and can directly ubiquitylate the water channel AQP2 in vitro shRNA knockdown of CHIP in CCD cells increased AQP2 protein t1/2 and reduced AQP2 ubiquitylation, resulting in greater levels of AQP2 and phosphorylated AQP2. CHIP knockdown increased the plasma membrane abundance of AQP2 in these cells. Compared with wild-type controls, CHIP knockout mice or novel CRISPR/Cas9 mice without CHIP E3 ligase activity had greater AQP2 abundance and altered renal water handling, with decreased water intake and urine volume, alongside higher urine osmolality. We did not observe significant changes in other water- or sodium-transporting proteins in the gene-modified mice. In summary, these results suggest that CHIP regulates AQP2 and subsequently, renal water handling.
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Affiliation(s)
- Qi Wu
- InterPrET Center, Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Hanne B Moeller
- InterPrET Center, Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | | | - Rebekah Sanchez-Hodge
- McAllister Heart Institute and.,Department of Pharmacology, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Gabrielle Childers
- McAllister Heart Institute and.,Department of Pharmacology, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | | | - Lei Cheng
- InterPrET Center, Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Lena L Rosenbaek
- InterPrET Center, Department of Biomedicine, Aarhus University, Aarhus, Denmark.,Department of Neuroscience and Pharmacology, University of Copenhagen, Copenhagen, Denmark
| | | | - Cam Patterson
- Presbyterian Hospital/Weill-Cornell Medical Center, New York, New York; and
| | - Trairak Pisitkun
- InterPrET Center, Department of Biomedicine, Aarhus University, Aarhus, Denmark.,Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Jonathan C Schisler
- McAllister Heart Institute and.,Department of Pharmacology, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Robert A Fenton
- InterPrET Center, Department of Biomedicine, Aarhus University, Aarhus, Denmark;
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157
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Mahendran SM, Oikonomopoulou K, Diamandis EP, Chandran V. Synovial fluid proteomics in the pursuit of arthritis mediators: An evolving field of novel biomarker discovery. Crit Rev Clin Lab Sci 2017; 54:495-505. [DOI: 10.1080/10408363.2017.1408561] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Shalini M. Mahendran
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Canada
| | - Katerina Oikonomopoulou
- Centre for Prognosis Studies in Rheumatic Diseases, Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, Canada
| | - Eleftherios P. Diamandis
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Canada
- Department of Clinical Biochemistry, University Health Network, Toronto, Canada
| | - Vinod Chandran
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Centre for Prognosis Studies in Rheumatic Diseases, Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, Canada
- Division of Rheumatology, Department of Medicine, University of Toronto, Toronto, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
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158
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Novák J, Fabrik I, Linhartová I, Link M, Černý O, Stulík J, Šebo P. Phosphoproteomics of cAMP signaling of Bordetella adenylate cyclase toxin in mouse dendritic cells. Sci Rep 2017; 7:16298. [PMID: 29176673 PMCID: PMC5701129 DOI: 10.1038/s41598-017-14501-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 10/11/2017] [Indexed: 01/04/2023] Open
Abstract
The adenylate cyclase toxin (CyaA) of the whooping cough agent Bordetella pertussis subverts immune functions of host myeloid cells expressing the αMβ2 integrin (CD11b/CD18, CR3 or Mac-1). CyaA delivers into cytosol of cells an extremely catalytically active adenylyl cyclase enzyme, which disrupts the innate and adaptive immune functions of phagocytes through unregulated production of the key signaling molecule cAMP. We have used phosphoproteomics to analyze cAMP signaling of CyaA in murine bone marrow-derived dendritic cells. CyaA action resulted in alterations of phosphorylation state of a number of proteins that regulate actin cytoskeleton homeostasis, including Mena, Talin-1 and VASP. CyaA action repressed mTOR signaling through activation of mTORC1 inhibitors TSC2 and PRAS40 and altered phosphorylation of multiple chromatin remodelers, including the class II histone deacetylase HDAC5. CyaA toxin action further elicited inhibitory phosphorylation of SIK family kinases involved in modulation of immune response and provoked dephosphorylation of the transcriptional coactivator CRTC3, indicating that CyaA-promoted nuclear translocation of CRTC3 may account for CyaA-induced IL-10 production. These findings document the complexity of subversive physiological manipulation of myeloid phagocytes by the CyaA toxin, serving in immune evasion of the pertussis agent.
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Affiliation(s)
- Jakub Novák
- Institute of Microbiology of the Czech Academy of Sciences, v.v.i., Prague, Czech Republic
| | - Ivo Fabrik
- Department of Molecular Pathology and Biology, Faculty of Military Health Sciences, University of Defence, Hradec Kralove, Czech Republic
| | - Irena Linhartová
- Institute of Microbiology of the Czech Academy of Sciences, v.v.i., Prague, Czech Republic
| | - Marek Link
- Department of Molecular Pathology and Biology, Faculty of Military Health Sciences, University of Defence, Hradec Kralove, Czech Republic
| | - Ondřej Černý
- Institute of Microbiology of the Czech Academy of Sciences, v.v.i., Prague, Czech Republic
| | - Jiří Stulík
- Department of Molecular Pathology and Biology, Faculty of Military Health Sciences, University of Defence, Hradec Kralove, Czech Republic
| | - Peter Šebo
- Institute of Microbiology of the Czech Academy of Sciences, v.v.i., Prague, Czech Republic.
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159
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Suttapitugsakul S, Xiao H, Smeekens J, Wu R. Evaluation and optimization of reduction and alkylation methods to maximize peptide identification with MS-based proteomics. MOLECULAR BIOSYSTEMS 2017; 13:2574-2582. [PMID: 29019370 PMCID: PMC5698164 DOI: 10.1039/c7mb00393e] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Mass spectrometry (MS) has become an increasingly important technique to analyze proteins. In popular bottom-up MS-based proteomics, reduction and alkylation are routine steps to facilitate peptide identification. However, incomplete reactions and side reactions may occur, which compromise the experimental results. In this work, we systematically evaluated the reduction step with commonly used reagents, i.e., dithiothreitol, 2-mercaptoethanol, tris(2-carboxyethyl)phosphine, or tris(3-hydroxypropyl)phosphine, and alkylation with iodoacetamide, acrylamide, N-ethylmaleimide, or 4-vinylpyridine. By using digested peptides from a yeast whole-cell lysate, the number of proteins and peptides identified were very similar using four different reducing reagents. The results from four alkylating reagents, however, were dramatically different with iodoacetamide giving the highest number of peptides with alkylated cysteine and the lowest number of peptides with incomplete cysteine alkylation and side reactions. Alkylation conditions with iodoacetamide were further optimized. To identify more peptides with cysteine, thiopropyl-sepharose 6B resins were used to enrich them, and the optimal conditions were employed for the reduction and alkylation. The enrichment resulted in over three times more cysteine-containing peptides than without enrichment. Systematic evaluation of the reduction and alkylation with different reagents can aid in a better design of bottom-up proteomic experiments.
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Affiliation(s)
- Suttipong Suttapitugsakul
- School of Chemistry and Biochemistry and the Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia 30332, USA.
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160
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Abstract
In dividing cells, long-lived proteins are continuously diluted by being partitioned into newly formed daughter cells. Conversely, short-lived proteins are cleared from a cell primarily by proteolysis rather than cell division. Thus, when a cell stops dividing, there is a natural tendency for long-lived proteins to accumulate relative to short-lived proteins. This effect is disruptive to cells and leads to the accumulation of aged and damaged proteins over time. Here, we analyzed the degradation of thousands of proteins in dividing and nondividing (quiescent) skin cells. Our results demonstrate that quiescent cells avoid the accumulation of long-lived proteins by enhancing their degradation through pathways involving the lysosome. This mechanism may be important for promotion of protein homeostasis in aged organisms. In dividing cells, cytoplasmic dilution is the dominant route of clearance for long-lived proteins whose inherent degradation is slower than the cellular growth rate. Thus, as cells transition from a dividing to a nondividing state, there is a propensity for long-lived proteins to become stabilized relative to short-lived proteins, leading to alterations in the abundance distribution of the proteome. However, it is not known if cells mount a compensatory response to counter this potentially deleterious proteostatic disruption. We used a proteomic approach to demonstrate that fibroblasts selectively increase degradation rates of long-lived proteins as they transition from a proliferating to a quiescent state. The selective degradation of long-lived proteins occurs by the concurrent activation of lysosomal biogenesis and up-regulation of macroautophagy. Through this mechanism, quiescent cells avoid the accumulation of aged long-lived proteins that would otherwise result from the absence of cytoplasmic dilution by cell division.
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161
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Zhao Z, Shen Y, Hu F, Min W. Applications of vibrational tags in biological imaging by Raman microscopy. Analyst 2017; 142:4018-4029. [PMID: 28875184 PMCID: PMC5674523 DOI: 10.1039/c7an01001j] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
As a superb tool to visualize and study the spatial-temporal distribution of chemicals, Raman microscopy has made a big impact in many disciplines of science. While label-free imaging has been the prevailing strategy in Raman microscopy, recent development and applications of vibrational/Raman tags, particularly when coupled with stimulated Raman scattering (SRS) microscopy, have generated intense excitement in biomedical imaging. SRS imaging of vibrational tags has enabled researchers to study a wide range of small biomolecules with high specificity, sensitivity and multiplex capability, at a single live cell level, tissue level or even in vivo. As reviewed in this article, this platform has facilitated imaging distribution and dynamics of small molecules such as glucose, lipids, amino acids, nucleic acids, and drugs that are otherwise difficult to monitor with other means. As both the vibrational tags and Raman instrumental development progress rapidly and synergistically, we anticipate that this technique will shed light onto an even broader spectrum of biomedical problems.
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Affiliation(s)
- Zhilun Zhao
- Department of Chemistry, Columbia University, New York, 10027, USA.
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162
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Cho IT, Adelmant G, Lim Y, Marto JA, Cho G, Golden JA. Ascorbate peroxidase proximity labeling coupled with biochemical fractionation identifies promoters of endoplasmic reticulum-mitochondrial contacts. J Biol Chem 2017; 292:16382-16392. [PMID: 28760823 PMCID: PMC5625067 DOI: 10.1074/jbc.m117.795286] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2017] [Revised: 07/14/2017] [Indexed: 11/06/2022] Open
Abstract
To maintain cellular homeostasis, subcellular organelles communicate with each other and form physical and functional networks through membrane contact sites coupled by protein tethers. In particular, endoplasmic reticulum (ER)-mitochondrial contacts (EMC) regulate diverse cellular activities such as metabolite exchange (Ca2+ and lipids), intracellular signaling, apoptosis, and autophagy. The significance of EMCs has been highlighted by reports indicating that EMC dysregulation is linked to neurodegenerative diseases. Therefore, obtaining a better understanding of the physical and functional components of EMCs should provide new insights into the pathogenesis of several neurodegenerative diseases. Here, we applied engineered ascorbate peroxidase (APEX) to map the proteome at EMCs in live HEK293 cells. APEX was targeted to the outer mitochondrial membrane, and proximity-labeled proteins were analyzed by stable isotope labeling with amino acids in culture (SILAC)-LC/MS-MS. We further refined the specificity of the proteins identified by combining biochemical subcellular fractionation to the protein isolation method. We identified 405 proteins with a 2.0-fold cutoff ratio (log base 2) in SILAC quantification from replicate experiments. We performed validation screening with a Split-Rluc8 complementation assay that identified reticulon 1A (RTN1A), an ER-shaping protein localized to EMCs as an EMC promoter. Proximity mapping augmented with biochemical fractionation and additional validation methods reported here could be useful to discover other components of EMCs, identify mitochondrial contacts with other organelles, and further unravel their communication.
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Affiliation(s)
- Il-Taeg Cho
- From the Department of Pathology, Brigham and Women's Hospital, and
| | - Guillaume Adelmant
- the Departments of Cancer Biology and Pathology, Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts 02115
| | - Youngshin Lim
- From the Department of Pathology, Brigham and Women's Hospital, and
| | - Jarrod A Marto
- From the Department of Pathology, Brigham and Women's Hospital, and
- the Departments of Cancer Biology and Pathology, Blais Proteomics Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts 02115
| | - Ginam Cho
- From the Department of Pathology, Brigham and Women's Hospital, and
| | - Jeffrey A Golden
- From the Department of Pathology, Brigham and Women's Hospital, and
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163
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Matyushkina DS, Butenko IO, Pobeguts OV, Fisunov GY, Govorun VM. Proteomic response of bacteria during the interaction with a host cell in a model of Mycoplasma gallisepticum. RUSSIAN JOURNAL OF BIOORGANIC CHEMISTRY 2017. [DOI: 10.1134/s1068162017050089] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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164
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Schott AS, Behr J, Geißler AJ, Kuster B, Hahne H, Vogel RF. Quantitative Proteomics for the Comprehensive Analysis of Stress Responses of Lactobacillus paracasei subsp. paracasei F19. J Proteome Res 2017; 16:3816-3829. [PMID: 28862000 DOI: 10.1021/acs.jproteome.7b00474] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Lactic acid bacteria are broadly employed as starter cultures in the manufacture of foods. Upon technological preparation, they are confronted with drying stress that amalgamates numerous stress conditions resulting in losses of fitness and survival. To better understand and differentiate physiological stress responses, discover general and specific markers for the investigated stress conditions, and predict optimal preconditioning for starter cultures, we performed a comprehensive genomic and quantitative proteomic analysis of a commonly used model system, Lactobacillus paracasei subsp. paracasei TMW 1.1434 (isogenic with F19) under 11 typical stress conditions, including among others oxidative, osmotic, pH, and pressure stress. We identified and quantified >1900 proteins in triplicate analyses, representing 65% of all genes encoded in the genome. The identified genes were thoroughly annotated in terms of subcellular localization prediction and biological functions, suggesting unbiased and comprehensive proteome coverage. In total, 427 proteins were significantly differentially expressed in at least one condition. Most notably, our analysis suggests that optimal preconditioning toward drying was predicted to be alkaline and high-pressure stress preconditioning. Taken together, we believe the presented strategy may serve as a prototypic example for the analysis and utility of employing quantitative-mass-spectrometry-based proteomics to study bacterial physiology.
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Affiliation(s)
- Ann-Sophie Schott
- Chair of Technical Microbiology, Technische Universität München , Freising 85354, Germany
| | - Jürgen Behr
- Chair of Technical Microbiology, Technische Universität München , Freising 85354, Germany.,Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Freising 85354, Germany
| | - Andreas J Geißler
- Chair of Technical Microbiology, Technische Universität München , Freising 85354, Germany
| | - Bernhard Kuster
- Bavarian Center for Biomolecular Mass Spectrometry (BayBioMS), Freising 85354, Germany.,Chair of Proteomics and Bioanalytics, Technische Universität München , Freising 85354, Germany.,Center for Integrated Protein Science Munich, Freising 85354, Germany
| | | | - Rudi F Vogel
- Chair of Technical Microbiology, Technische Universität München , Freising 85354, Germany
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165
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Abstract
The development of 3D cell cultures into self-organizing organ-like structures named organoids provides a model that better reflects in vivo organ physiology and their functional properties. Organoids have been established from several organs, such as the intestine, prostate, brain, liver, kidney and pancreas. With recent advances in high-throughput and -omics profiling technologies, it is now possible to study the mechanisms of cellular organisation at the systems level. It is therefore not surprising that these methods are now used to characterize organoids at the transcriptomic, proteomic, chromatin state and transcription factor DNA-binding levels. These approaches can therefore provide a wealth of information regarding both the mechanisms involved in different diseases, and those involved in cell responses to different conditions, in a more in vivo setting. The authors provide an overview of the potential applications of quantitative mass spectrometry with organoid culture, and how the use of large-scale proteome measurements is emerging in different organoid systems.
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Affiliation(s)
- Alexis Gonneaud
- Department of Anatomy and Cell Biology, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Claude Asselin
- Department of Anatomy and Cell Biology, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - François Boudreau
- Department of Anatomy and Cell Biology, Université de Sherbrooke, Sherbrooke, Québec, Canada
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166
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Wong YK, Zhang J, Hua ZC, Lin Q, Shen HM, Wang J. Recent advances in quantitative and chemical proteomics for autophagy studies. Autophagy 2017; 13:1472-1486. [PMID: 28820289 DOI: 10.1080/15548627.2017.1313944] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Macroautophagy/autophagy is an evolutionarily well-conserved cellular degradative process with important biological functions that is closely implicated in health and disease. In recent years, quantitative mass spectrometry-based proteomics and chemical proteomics have emerged as important tools for the study of autophagy, through large-scale unbiased analysis of the proteome or through highly specific and accurate analysis of individual proteins of interest. At present, a variety of approaches have been successfully applied, including (i) expression and interaction proteomics for the study of protein post-translational modifications, (ii) investigating spatio-temporal dynamics of protein synthesis and degradation, and (iii) direct determination of protein activity and profiling molecular targets in the autophagic process. In this review, we attempted to provide an overview of principles and techniques relevant to the application of quantitative and chemical proteomics methods to autophagy, and outline the current landscape as well as future outlook of these methods in autophagy research.
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Affiliation(s)
- Yin-Kwan Wong
- a Department of Physiology, Yong Loo Lin School of Medicine , National University of Singapore , Singapore
| | - Jianbin Zhang
- b Department of Oncology, Clinical Research Institute , Zhejiang Provincial People's Hospital , Hangzhou , China
| | - Zi-Chun Hua
- c Changzhou High-Tech Research Institute of Nanjing University and the State Key Laboratory of Pharmaceutical Biotechnology, College of Life Sciences , Nanjing University , Nanjing , China
| | - Qingsong Lin
- d Department of Biological Sciences , National University of Singapore , Singapore
| | - Han-Ming Shen
- a Department of Physiology, Yong Loo Lin School of Medicine , National University of Singapore , Singapore.,e NUS Graduate School for Integrative Sciences and Engineering , National University of Singapore , Singapore
| | - Jigang Wang
- a Department of Physiology, Yong Loo Lin School of Medicine , National University of Singapore , Singapore.,c Changzhou High-Tech Research Institute of Nanjing University and the State Key Laboratory of Pharmaceutical Biotechnology, College of Life Sciences , Nanjing University , Nanjing , China
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167
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Tian S, Zheng S, Han Y, Guo Z, Zhai G, Bai X, He X, Fan E, Zhang Y, Zhang K. Maleic Anhydride Labeling-Based Approach for Quantitative Proteomics and Successive Derivatization of Peptides. Anal Chem 2017; 89:8259-8265. [DOI: 10.1021/acs.analchem.7b01120] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Shanshan Tian
- 2011 Collaborative
Innovation Center of Tianjin for Medical Epigenetics, Tianjin Key
Laboratory of Medical Epigenetics, Key Laboratory of Immune Microenvironment
and Disease, Ministry of Education, Department of Biochemistry
and Molecular Biology, Tianjin Medical University, Tianjin 300070, China
| | - Shuzhen Zheng
- Department
of Chemistry, Nankai University, Tianjin 300071, China
| | - Yanpu Han
- Department
of Chemistry, Nankai University, Tianjin 300071, China
| | - Zhenchang Guo
- 2011 Collaborative
Innovation Center of Tianjin for Medical Epigenetics, Tianjin Key
Laboratory of Medical Epigenetics, Key Laboratory of Immune Microenvironment
and Disease, Ministry of Education, Department of Biochemistry
and Molecular Biology, Tianjin Medical University, Tianjin 300070, China
| | - Guijin Zhai
- 2011 Collaborative
Innovation Center of Tianjin for Medical Epigenetics, Tianjin Key
Laboratory of Medical Epigenetics, Key Laboratory of Immune Microenvironment
and Disease, Ministry of Education, Department of Biochemistry
and Molecular Biology, Tianjin Medical University, Tianjin 300070, China
| | - Xue Bai
- 2011 Collaborative
Innovation Center of Tianjin for Medical Epigenetics, Tianjin Key
Laboratory of Medical Epigenetics, Key Laboratory of Immune Microenvironment
and Disease, Ministry of Education, Department of Biochemistry
and Molecular Biology, Tianjin Medical University, Tianjin 300070, China
| | - Xiwen He
- Department
of Chemistry, Nankai University, Tianjin 300071, China
| | - Enguo Fan
- Institut
für Biochemie und Molekularbiologie, Universität Freiburg, Stefan-Meier-Strasse 17, Freiburg 79104, Germany
- Department
of Microbiology and Parasitology, Institute of Basic
Medical Sciences, Chinese Academy of Medical Sciences/School of Basic Medicine, Peking Union Medical College, Beijing 100005, China
| | - Yukui Zhang
- Department
of Chemistry, Nankai University, Tianjin 300071, China
- National
Chromatographic Research and Analysis Center, Dalian Institute of
Chemical Physics, Chinese Academy of Sciences, Dalian, Liaoning 116023, China
| | - Kai Zhang
- 2011 Collaborative
Innovation Center of Tianjin for Medical Epigenetics, Tianjin Key
Laboratory of Medical Epigenetics, Key Laboratory of Immune Microenvironment
and Disease, Ministry of Education, Department of Biochemistry
and Molecular Biology, Tianjin Medical University, Tianjin 300070, China
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168
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Studying protein-protein interactions: progress, pitfalls and solutions. Biochem Soc Trans 2017; 44:994-1004. [PMID: 27528744 DOI: 10.1042/bst20160092] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Indexed: 12/27/2022]
Abstract
Signalling proteins are intrinsic to all biological processes and interact with each other in tightly regulated and orchestrated signalling complexes and pathways. Characterization of protein binding can help to elucidate protein function within signalling pathways. This information is vital for researchers to gain a more comprehensive knowledge of cellular networks which can then be used to develop new therapeutic strategies for disease. However, studying protein-protein interactions (PPIs) can be challenging as the interactions can be extremely transient downstream of specific environmental cues. There are many powerful techniques currently available to identify and confirm PPIs. Choosing the most appropriate range of techniques merits serious consideration. The aim of this review is to provide a starting point for researchers embarking on a PPI study. We provide an overview and point of reference for some of the many methods available to identify interactions from in silico analysis and large scale screening tools through to the methods used to validate potential PPIs. We discuss the advantages and disadvantages of each method and we also provide a workflow chart to highlight the main experimental questions to consider when planning cell lysis to maximize experimental success.
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169
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Franks CE, Campbell ST, Purow BW, Harris TE, Hsu KL. The Ligand Binding Landscape of Diacylglycerol Kinases. Cell Chem Biol 2017; 24:870-880.e5. [PMID: 28712745 DOI: 10.1016/j.chembiol.2017.06.007] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 05/15/2017] [Accepted: 06/16/2017] [Indexed: 11/17/2022]
Abstract
Diacylglycerol kinases (DGKs) are integral components of signal transduction cascades that regulate cell biology through ATP-dependent phosphorylation of the lipid messenger diacylglycerol. Methods for direct evaluation of DGK activity in native biological systems are lacking and needed to study isoform-specific functions of these multidomain lipid kinases. Here, we utilize ATP acyl phosphate activity-based probes and quantitative mass spectrometry to define, for the first time, ATP and small-molecule binding motifs of representative members from all five DGK subtypes. We use chemical proteomics to discover an unusual binding mode for the DGKα inhibitor, ritanserin, including interactions at the atypical C1 domain distinct from the ATP binding region. Unexpectedly, deconstruction of ritanserin yielded a fragment compound that blocks DGKα activity through a conserved binding mode and enhanced selectivity against the kinome. Collectively, our studies illustrate the power of chemical proteomics to profile protein-small molecule interactions of lipid kinases for fragment-based lead discovery.
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Affiliation(s)
- Caroline E Franks
- Department of Chemistry, University of Virginia, Charlottesville, VA 22904, USA
| | - Sean T Campbell
- Department of Chemistry, University of Virginia, Charlottesville, VA 22904, USA; Department of Pathology, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
| | - Benjamin W Purow
- Department of Neurology, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
| | - Thurl E Harris
- Department of Pharmacology, University of Virginia School of Medicine, Charlottesville, VA 22908, USA
| | - Ku-Lung Hsu
- Department of Chemistry, University of Virginia, Charlottesville, VA 22904, USA; Department of Pharmacology, University of Virginia School of Medicine, Charlottesville, VA 22908, USA.
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170
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Barra J, Leucci E. Probing Long Non-coding RNA-Protein Interactions. Front Mol Biosci 2017; 4:45. [PMID: 28744458 PMCID: PMC5504261 DOI: 10.3389/fmolb.2017.00045] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 06/20/2017] [Indexed: 12/21/2022] Open
Abstract
Non-coding RNA sequences outnumber the protein-coding genes in the human genome, however our knowledge of their functions is still limited. RNA-binding proteins follow the transcripts, including non-coding RNAs, throughout their life, regulating not only maturation, nuclear export, stability and eventually translation, but also RNA functions. Therefore, development of sophisticated methods to study RNA-protein interactions are key to the systematic characterization of lncRNAs. Although mostly applicable to RNA-protein interactions in general, many approaches, especially the computational ones, need adjustment to be adapted to the length and complexity of lncRNA transcripts. Here we critically review all the wet lab and computational methods to study lncRNA-protein interactions and their potential to clarify the dark side of the genome.
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Affiliation(s)
- Jasmine Barra
- Laboratory for Molecular Cancer Biology, Department of Oncology, KU LeuvenLeuven, Belgium.,Center for Cancer Biology, VIBLeuven, Belgium
| | - Eleonora Leucci
- Laboratory for Molecular Cancer Biology, Department of Oncology, KU LeuvenLeuven, Belgium
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171
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Gaetani M, Chinnici CM, Carreca AP, Di Pasquale C, Amico G, Conaldi PG. Unbiased and quantitative proteomics reveals highly increased angiogenesis induction by the secretome of mesenchymal stromal cells isolated from fetal rather than adult skin. J Tissue Eng Regen Med 2017; 12:e949-e961. [DOI: 10.1002/term.2417] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Revised: 01/13/2017] [Accepted: 01/16/2017] [Indexed: 01/12/2023]
Affiliation(s)
- Massimiliano Gaetani
- Fondazione Ri.MED Palermo Italy
- Regenerative Medicine and Biomedical Technologies Unit, Department of Laboratory Medicine and Advanced BiotechnologiesIRCCS‐ISMETT (Mediterranean Institute for Transplantation and Advanced Specialized Therapies) Palermo Italy
| | - Cinzia Maria Chinnici
- Fondazione Ri.MED Palermo Italy
- Regenerative Medicine and Biomedical Technologies Unit, Department of Laboratory Medicine and Advanced BiotechnologiesIRCCS‐ISMETT (Mediterranean Institute for Transplantation and Advanced Specialized Therapies) Palermo Italy
| | - Anna Paola Carreca
- Fondazione Ri.MED Palermo Italy
- Regenerative Medicine and Biomedical Technologies Unit, Department of Laboratory Medicine and Advanced BiotechnologiesIRCCS‐ISMETT (Mediterranean Institute for Transplantation and Advanced Specialized Therapies) Palermo Italy
| | - Claudia Di Pasquale
- Fondazione Ri.MED Palermo Italy
- Regenerative Medicine and Biomedical Technologies Unit, Department of Laboratory Medicine and Advanced BiotechnologiesIRCCS‐ISMETT (Mediterranean Institute for Transplantation and Advanced Specialized Therapies) Palermo Italy
| | - Giandomenico Amico
- Fondazione Ri.MED Palermo Italy
- Regenerative Medicine and Biomedical Technologies Unit, Department of Laboratory Medicine and Advanced BiotechnologiesIRCCS‐ISMETT (Mediterranean Institute for Transplantation and Advanced Specialized Therapies) Palermo Italy
| | - Pier Giulio Conaldi
- Fondazione Ri.MED Palermo Italy
- Regenerative Medicine and Biomedical Technologies Unit, Department of Laboratory Medicine and Advanced BiotechnologiesIRCCS‐ISMETT (Mediterranean Institute for Transplantation and Advanced Specialized Therapies) Palermo Italy
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172
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Calvete JJ, Petras D, Calderón-Celis F, Lomonte B, Encinar JR, Sanz-Medel A. Protein-species quantitative venomics: looking through a crystal ball. J Venom Anim Toxins Incl Trop Dis 2017; 23:27. [PMID: 28465678 PMCID: PMC5408492 DOI: 10.1186/s40409-017-0116-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 04/19/2017] [Indexed: 12/16/2022] Open
Abstract
In this paper we discuss recent significant developments in the field of venom research, specifically the emergence of top-down proteomic applications that allow achieving compositional resolution at the level of the protein species present in the venom, and the absolute quantification of the venom proteins (the term “protein species” is used here to refer to all the different molecular forms in which a protein can be found. Please consult the special issue of Jornal of Proteomics “Towards deciphering proteomes via the proteoform, protein speciation, moonlighting and protein code concepts” published in 2016, vol. 134, pages 1-202). Challenges remain to be solved in order to achieve a compact and automated platform with which to routinely carry out comprehensive quantitative analysis of all toxins present in a venom. This short essay reflects the authors’ view of the immediate future in this direction for the proteomic analysis of venoms, particularly of snakes.
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Affiliation(s)
- Juan J Calvete
- Structural and Functional Venomics Laboratory, Instituto de Biomedicina de Valencia, C.S.I.C, Jaime Roig 11, 46010 Valencia, Spain
| | - Daniel Petras
- Skaggs School of Pharmacy & Pharmaceutical Sciences, University of California-San Diego, La Jolla, CA USA
| | | | - Bruno Lomonte
- Instituto Clodomiro Picado, Facultad de Microbiología, Universidad de Costa Rica, San José, Costa Rica
| | - Jorge Ruiz Encinar
- Department of Physical and Analytical Chemistry, University of Oviedo, Oviedo, Spain
| | - Alfredo Sanz-Medel
- Department of Physical and Analytical Chemistry, University of Oviedo, Oviedo, Spain
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173
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A novel method for quantitative measurements of gene expression in single living cells. Methods 2017; 120:65-75. [PMID: 28456689 DOI: 10.1016/j.ymeth.2017.04.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Revised: 03/12/2017] [Accepted: 04/14/2017] [Indexed: 12/13/2022] Open
Abstract
Gene expression is at the heart of virtually any biological process, and its deregulation is at the source of numerous pathological conditions. While impressive progress has been made in genome-wide measurements of mRNA and protein expression levels, it is still challenging to obtain highly quantitative measurements in single living cells. Here we describe a novel approach based on internal tagging of endogenous proteins with a reporter allowing luminescence and fluorescence time-lapse microscopy. Using luminescence microscopy, fluctuations of protein expression levels can be monitored in single living cells with high sensitivity and temporal resolution over extended time periods. The integrated protein decay reporter allows measuring protein degradation rates in the absence of protein synthesis inhibitors, and in combination with absolute protein levels allows determining absolute amounts of proteins synthesized over the cell cycle. Finally, the internal tag can be excised by inducible expression of Cre recombinase, which enables to estimate endogenous mRNA half-lives. Our method thus opens new avenues in quantitative analysis of gene expression in single living cells.
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174
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Winter M, Dokic I, Schlegel J, Warnken U, Debus J, Abdollahi A, Schnölzer M. Deciphering the Acute Cellular Phosphoproteome Response to Irradiation with X-rays, Protons and Carbon Ions. Mol Cell Proteomics 2017; 16:855-872. [PMID: 28302921 DOI: 10.1074/mcp.m116.066597] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Revised: 03/15/2017] [Indexed: 12/15/2022] Open
Abstract
Radiotherapy is a cornerstone of cancer therapy. The recently established particle therapy with raster-scanning protons and carbon ions landmarks a new era in the field of high-precision cancer medicine. However, molecular mechanisms governing radiation induced intracellular signaling remain elusive. Here, we present the first comprehensive proteomic and phosphoproteomic study applying stable isotope labeling by amino acids in cell culture (SILAC) in combination with high-resolution mass spectrometry to decipher cellular response to irradiation with X-rays, protons and carbon ions. At protein expression level limited alterations were observed 2 h post irradiation of human lung adenocarcinoma cells. In contrast, 181 phosphorylation sites were found to be differentially regulated out of which 151 sites were not hitherto attributed to radiation response as revealed by crosscheck with the PhosphoSitePlus database.Radiation-induced phosphorylation of the p(S/T)Q motif was the prevailing regulation pattern affecting proteins involved in DNA damage response signaling. Because radiation doses were selected to produce same level of cell kill and DNA double-strand breakage for each radiation quality, DNA damage responsive phosphorylation sites were regulated to same extent. However, differential phosphorylation between radiation qualities was observed for 55 phosphorylation sites indicating the existence of distinct signaling circuitries induced by X-ray versus particle (proton/carbon) irradiation beyond the canonical DNA damage response. This unexpected finding was confirmed in targeted spike-in experiments using synthetic isotope labeled phosphopeptides. Herewith, we successfully validated uniform DNA damage response signaling coexisting with altered signaling involved in apoptosis and metabolic processes induced by X-ray and particle based treatments.In summary, the comprehensive insight into the radiation-induced phosphoproteome landscape is instructive for the design of functional studies aiming to decipher cellular signaling processes in response to radiotherapy, space radiation or ionizing radiation per se Further, our data will have a significant impact on the ongoing debate about patient treatment modalities.
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Affiliation(s)
- Martin Winter
- From the ‡Functional Proteome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany.,§Translational Radiation Oncology, National Center for Tumor diseases (NCT), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, D-69120 Heidelberg, Germany.,¶German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Ivana Dokic
- §Translational Radiation Oncology, National Center for Tumor diseases (NCT), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, D-69120 Heidelberg, Germany.,¶German Cancer Consortium (DKTK), Heidelberg, Germany.,‖Heidelberg Ion Beam Therapy Center (HIT), Department of Radiation Oncology, University of Heidelberg Medical School, Im Neuenheimer Feld 450, D-69120 Heidelberg, Germany.,**Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany
| | - Julian Schlegel
- §Translational Radiation Oncology, National Center for Tumor diseases (NCT), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, D-69120 Heidelberg, Germany.,¶German Cancer Consortium (DKTK), Heidelberg, Germany.,‖Heidelberg Ion Beam Therapy Center (HIT), Department of Radiation Oncology, University of Heidelberg Medical School, Im Neuenheimer Feld 450, D-69120 Heidelberg, Germany.,**Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany
| | - Uwe Warnken
- From the ‡Functional Proteome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany
| | - Jürgen Debus
- §Translational Radiation Oncology, National Center for Tumor diseases (NCT), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, D-69120 Heidelberg, Germany.,¶German Cancer Consortium (DKTK), Heidelberg, Germany.,‖Heidelberg Ion Beam Therapy Center (HIT), Department of Radiation Oncology, University of Heidelberg Medical School, Im Neuenheimer Feld 450, D-69120 Heidelberg, Germany.,**Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany
| | - Amir Abdollahi
- §Translational Radiation Oncology, National Center for Tumor diseases (NCT), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 460, D-69120 Heidelberg, Germany.,¶German Cancer Consortium (DKTK), Heidelberg, Germany.,‖Heidelberg Ion Beam Therapy Center (HIT), Department of Radiation Oncology, University of Heidelberg Medical School, Im Neuenheimer Feld 450, D-69120 Heidelberg, Germany.,**Heidelberg Institute of Radiation Oncology (HIRO), National Center for Radiation Research in Oncology (NCRO), Heidelberg, Germany
| | - Martina Schnölzer
- From the ‡Functional Proteome Analysis, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 580, D-69120 Heidelberg, Germany;
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175
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Andriukonis E, Gorokhova E. Kinetic 15N-isotope effects on algal growth. Sci Rep 2017; 7:44181. [PMID: 28281640 PMCID: PMC5345060 DOI: 10.1038/srep44181] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 02/06/2017] [Indexed: 12/25/2022] Open
Abstract
Stable isotope labeling is a standard technique for tracing material transfer in molecular, ecological and biogeochemical studies. The main assumption in this approach is that the enrichment with a heavy isotope has no effect on the organism metabolism and growth, which is not consistent with current theoretical and empirical knowledge on kinetic isotope effects. Here, we demonstrate profound changes in growth dynamics of the green alga Raphidocelis subcapitata grown in 15N-enriched media. With increasing 15N concentration (0.37 to 50 at%), the lag phase increased, whereas maximal growth rate and total yield decreased; moreover, there was a negative relationship between the growth and the lag phase across the treatments. The latter suggests that a trade-off between growth rate and the ability to adapt to the high 15N environment may exist. Remarkably, the lag-phase response at 3.5 at% 15N was the shortest and deviated from the overall trend, thus providing partial support to the recently proposed Isotopic Resonance hypothesis, which predicts that certain isotopic composition is particularly favorable for living organisms. These findings confirm the occurrence of KIE in isotopically enriched algae and underline the importance of considering these effects when using stable isotope labeling in field and experimental studies.
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Affiliation(s)
- Eivydas Andriukonis
- Faculty of Chemistry and Geosciences, Department of Physical Chemistry, Vilnius University, Vilnius, Lithuania
- Laboratory of Bio-Nanotechnology, Center for Physical Sciences and Technology, Vilnius, Lithuania
| | - Elena Gorokhova
- Department of Environmental Science and Analytical Chemistry, Stockholm University, Stockholm, Sweden
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176
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Heise C, Taha E, Murru L, Ponzoni L, Cattaneo A, Guarnieri FC, Montani C, Mossa A, Vezzoli E, Ippolito G, Zapata J, Barrera I, Ryazanov AG, Cook J, Poe M, Stephen MR, Kopanitsa M, Benfante R, Rusconi F, Braida D, Francolini M, Proud CG, Valtorta F, Passafaro M, Sala M, Bachi A, Verpelli C, Rosenblum K, Sala C. eEF2K/eEF2 Pathway Controls the Excitation/Inhibition Balance and Susceptibility to Epileptic Seizures. Cereb Cortex 2017; 27:2226-2248. [PMID: 27005990 PMCID: PMC5963824 DOI: 10.1093/cercor/bhw075] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Alterations in the balance of inhibitory and excitatory synaptic transmission have been implicated in the pathogenesis of neurological disorders such as epilepsy. Eukaryotic elongation factor 2 kinase (eEF2K) is a highly regulated, ubiquitous kinase involved in the control of protein translation. Here, we show that eEF2K activity negatively regulates GABAergic synaptic transmission. Indeed, loss of eEF2K increases GABAergic synaptic transmission by upregulating the presynaptic protein Synapsin 2b and α5-containing GABAA receptors and thus interferes with the excitation/inhibition balance. This cellular phenotype is accompanied by an increased resistance to epilepsy and an impairment of only a specific hippocampal-dependent fear conditioning. From a clinical perspective, our results identify eEF2K as a potential novel target for antiepileptic drugs, since pharmacological and genetic inhibition of eEF2K can revert the epileptic phenotype in a mouse model of human epilepsy.
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Affiliation(s)
| | - Elham Taha
- Sagol Department of Neurobiology and
- Center for Gene Manipulation in the Brain, Natural Science Faculty, University of Haifa, Haifa, Israel
| | - Luca Murru
- CNR Neuroscience Institute, Milan, Italy
| | - Luisa Ponzoni
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | | | - Fabrizia C. Guarnieri
- Division of Neuroscience, San Raffaele Scientific Institute and Vita-Salute University, Milan, Italy
| | | | | | - Elena Vezzoli
- CNR Neuroscience Institute, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | | | | | - Iliana Barrera
- Sagol Department of Neurobiology and
- Center for Gene Manipulation in the Brain, Natural Science Faculty, University of Haifa, Haifa, Israel
| | - Alexey G. Ryazanov
- The Department of Pharmacology, University of Medicine and Dentistry of New Jersey, Robert Wood Johnson Medical School, Piscataway, NJ 08854, USA
| | - James Cook
- Department of Chemistry and Biochemistry, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Michael Poe
- Department of Chemistry and Biochemistry, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Michael Rajesh Stephen
- Department of Chemistry and Biochemistry, University of Wisconsin-Milwaukee, Milwaukee, WI, USA
| | - Maksym Kopanitsa
- Synome, Babraham Research Campus, Cambridge CB22 3AT, UK
- Charles River Discovery Research Services, 70210 Kuopio, Finland
| | - Roberta Benfante
- CNR Neuroscience Institute, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Francesco Rusconi
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Daniela Braida
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Maura Francolini
- CNR Neuroscience Institute, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Christopher G. Proud
- University of Southampton, Centre for Biological Sciences, Southampton SO17 1BJ, UK
- South Australian Health and Medical Research Institute and University of Adelaide, Adelaide, Australia
| | - Flavia Valtorta
- Division of Neuroscience, San Raffaele Scientific Institute and Vita-Salute University, Milan, Italy
| | - Maria Passafaro
- CNR Neuroscience Institute, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Mariaelvina Sala
- CNR Neuroscience Institute, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Angela Bachi
- IFOM-FIRC Institute of Molecular Oncology, Milan, Italy
| | - Chiara Verpelli
- CNR Neuroscience Institute, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Kobi Rosenblum
- Sagol Department of Neurobiology and
- Center for Gene Manipulation in the Brain, Natural Science Faculty, University of Haifa, Haifa, Israel
| | - Carlo Sala
- CNR Neuroscience Institute, Milan, Italy
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
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177
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Integrating Pharmacoproteomics into Early-Phase Clinical Development: State-of-the-Art, Challenges, and Recommendations. Int J Mol Sci 2017; 18:ijms18020448. [PMID: 28218733 PMCID: PMC5343982 DOI: 10.3390/ijms18020448] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Revised: 01/17/2017] [Accepted: 01/18/2017] [Indexed: 12/13/2022] Open
Abstract
Pharmacoproteomics is the study of disease-modifying and toxicity parameters associated with therapeutic drug administration, using analysis of quantitative and temporal changes to specific, predetermined, and select proteins, or to the proteome as a whole. Pharmacoproteomics is a rapidly evolving field, with progress in analytic technologies enabling processing of complex interactions of large number of unique proteins and effective use in clinical trials. Nevertheless, our analysis of clinicaltrials.gov and PubMed shows that the application of proteomics in early-phase clinical development is minimal and limited to few therapeutic areas, with oncology predominating. We review the history, technologies, current usage, challenges, and potential for future use, and conclude with recommendations for integration of pharmacoproteomic in early-phase drug development.
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178
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Terzi F, Cambridge S. An Overview of Advanced SILAC-Labeling Strategies for Quantitative Proteomics. Methods Enzymol 2017; 585:29-47. [PMID: 28109435 DOI: 10.1016/bs.mie.2016.09.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Comparative, quantitative mass spectrometry of proteins provides great insight to protein abundance and function, but some molecular characteristics related to protein dynamics are not so easily obtained. Because the metabolic incorporation of stable amino acid isotopes allows the extraction of distinct temporal and spatial aspects of protein dynamics, the SILAC methodology is uniquely suited to be adapted for advanced labeling strategies. New SILAC strategies have emerged that allow deeper foraging into the complexity of cellular proteomes. Here, we review a few advanced SILAC-labeling strategies that have been published during last the years. Among them, different subsaturating-labeling as well as dual-labeling schemes are most prominent for a range of analyses including those of neuronal proteomes, secretion, or cell-cell-induced stimulations. These recent developments suggest that much more information can be gained from proteomic analyses if the labeling strategies are specifically tailored toward the experimental design.
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Affiliation(s)
- F Terzi
- Institute of Cell Biology and Anatomy, University of Heidelberg, Heidelberg, Germany
| | - S Cambridge
- Institute of Cell Biology and Anatomy, University of Heidelberg, Heidelberg, Germany.
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179
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Hatoum D, Yagoub D, Ahadi A, Nassif NT, McGowan EM. Annexin/S100A Protein Family Regulation through p14ARF-p53 Activation: A Role in Cell Survival and Predicting Treatment Outcomes in Breast Cancer. PLoS One 2017; 12:e0169925. [PMID: 28068434 PMCID: PMC5222396 DOI: 10.1371/journal.pone.0169925] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 12/22/2016] [Indexed: 12/12/2022] Open
Abstract
The annexin family and S100A associated proteins are important regulators of diverse calcium-dependent cellular processes including cell division, growth regulation and apoptosis. Dysfunction of individual annexin and S100A proteins is associated with cancer progression, metastasis and cancer drug resistance. This manuscript describes the novel finding of differential regulation of the annexin and S100A family of proteins by activation of p53 in breast cancer cells. Additionally, the observed differential regulation is found to be beneficial to the survival of breast cancer cells and to influence treatment efficacy. We have used unbiased, quantitative proteomics to determine the proteomic changes occurring post p14ARF-p53 activation in estrogen receptor (ER) breast cancer cells. In this report we identified differential regulation of the annexin/S100A family, through unique peptide recognition at the N-terminal regions, demonstrating p14ARF-p53 is a central orchestrator of the annexin/S100A family of calcium regulators in favor of pro-survival functions in the breast cancer cell. This regulation was found to be cell-type specific. Retrospective human breast cancer studies have demonstrated that tumors with functional wild type p53 (p53wt) respond poorly to some chemotherapy agents compared to tumors with a non-functional p53. Given that modulation of calcium signaling has been demonstrated to change sensitivity of chemotherapeutic agents to apoptotic signals, in principle, we explored the paradigm of how p53 modulation of calcium regulators in ER+ breast cancer patients impacts and influences therapeutic outcomes.
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Affiliation(s)
- Diana Hatoum
- School of Life Sciences, Faculty of Science, Faculty of Engineering and IT, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Daniel Yagoub
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Alireza Ahadi
- Faculty of Engineering and IT, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Najah T. Nassif
- School of Life Sciences, Faculty of Science, Faculty of Engineering and IT, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Eileen M. McGowan
- School of Life Sciences, Faculty of Science, Faculty of Engineering and IT, University of Technology Sydney, Sydney, New South Wales, Australia
- * E-mail:
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Clotet S, Soler MJ, Riera M, Pascual J, Fang F, Zhou J, Batruch I, Vasiliou SK, Dimitromanolakis A, Barrios C, Diamandis EP, Scholey JW, Konvalinka A. Stable Isotope Labeling with Amino Acids (SILAC)-Based Proteomics of Primary Human Kidney Cells Reveals a Novel Link between Male Sex Hormones and Impaired Energy Metabolism in Diabetic Kidney Disease. Mol Cell Proteomics 2017; 16:368-385. [PMID: 28062795 DOI: 10.1074/mcp.m116.061903] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Revised: 01/04/2017] [Indexed: 01/15/2023] Open
Abstract
Male sex predisposes to many kidney diseases. Considering that androgens exert deleterious effects in a variety of cell types within the kidney, we hypothesized that dihydrotestosterone (DHT) would alter the biology of the renal tubular cell by inducing changes in the proteome. We employed stable isotope labeling with amino acids (SILAC) in an indirect spike-in fashion to accurately quantify the proteome in DHT- and 17β-estradiol (EST)-treated human proximal tubular epithelial cells (PTEC). Of the 5043 quantified proteins, 76 were differentially regulated. Biological processes related to energy metabolism were significantly enriched among DHT-regulated proteins. SILAC ratios of 3 candidates representing glycolysis, N-acetylglucosamine metabolism and fatty acid β-oxidation, namely glucose-6-phosphate isomerase (GPI), glucosamine-6-phosphate-N-acetyltransferase 1 (GNPNAT1), and mitochondrial trifunctional protein subunit alpha (HADHA), were verified in vitro. In vivo, renal GPI and HADHA protein expression was significantly increased in males. Furthermore, male sex was associated with significantly higher GPI, GNPNAT1, and HADHA kidney protein expression in two different murine models of diabetes. Enrichment analysis revealed a link between our DHT-regulated proteins and oxidative stress within the diabetic kidney. This finding was validated in vivo, as we observed increased oxidative stress levels in control and diabetic male kidneys, compared with females. This in depth quantitative proteomics study of human primary PTEC response to sex hormone administration suggests that male sex hormone stimulation results in perturbed energy metabolism in kidney cells, and that this perturbation results in increased oxidative stress in the renal cortex. The proteome-level changes associated with androgens may play a crucial role in the development of structural and functional changes in the diseased kidney. With our findings, we propose a possible link between diabetic and non-diabetic kidney disease progression and male sex hormone levels. Data are available via ProteomeXchange (https://www.ebi.ac.uk/pride/archive/) with identifier PXD003811.
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Affiliation(s)
- Sergi Clotet
- From the ‡Department of Nephrology, Hospital del Mar-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain, 08003; .,§Institute of Medical Sciences, University of Toronto, Toronto, Ontario M5S 1A8, Canada.,**Division of Nephrology, University Health Network, Toronto, Ontario M5G 2N2, Canada
| | - Maria Jose Soler
- From the ‡Department of Nephrology, Hospital del Mar-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain, 08003
| | - Marta Riera
- From the ‡Department of Nephrology, Hospital del Mar-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain, 08003
| | - Julio Pascual
- From the ‡Department of Nephrology, Hospital del Mar-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain, 08003
| | - Fei Fang
- §Institute of Medical Sciences, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Joyce Zhou
- §Institute of Medical Sciences, University of Toronto, Toronto, Ontario M5S 1A8, Canada
| | - Ihor Batruch
- ¶Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Ontario M5G 1W7, Canada
| | - Stella K Vasiliou
- ¶Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Ontario M5G 1W7, Canada.,‖Department of Laboratory Medicine and Pathobiology, University of Toronto, Ontario M5S 1A8, Canada
| | - Apostolos Dimitromanolakis
- ¶Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Ontario M5G 1W7, Canada
| | - Clara Barrios
- From the ‡Department of Nephrology, Hospital del Mar-Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain, 08003
| | - Eleftherios P Diamandis
- ¶Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, Ontario M5G 1W7, Canada
| | - James W Scholey
- §Institute of Medical Sciences, University of Toronto, Toronto, Ontario M5S 1A8, Canada.,**Division of Nephrology, University Health Network, Toronto, Ontario M5G 2N2, Canada
| | - Ana Konvalinka
- §Institute of Medical Sciences, University of Toronto, Toronto, Ontario M5S 1A8, Canada.,**Division of Nephrology, University Health Network, Toronto, Ontario M5G 2N2, Canada
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181
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Durand F, Hoogenraad N. Assessing Mitochondrial Unfolded Protein Response in Mammalian Cells. Methods Mol Biol 2017; 1567:363-378. [PMID: 28276030 DOI: 10.1007/978-1-4939-6824-4_22] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Mitochondria serve a key role in the supply of energy to cells in the form of ATP, the supply of essential cellular components such as phospholipids and heme, in apoptosis and as a mediator of cellular signaling pathways. Mitochondria have their own DNA, consisting of a small number of genes, but the majority of the total protein complement is encoded in the nucleus, synthesized in the cytosol, and is imported into the mitochondria in a largely, if not completely unfolded form. These proteins need to be folded into their functional form within the organelle with the concomitant requirement that the organelle has its own suite of molecular chaperones and complexes to degrade damaged proteins to avoid stress arising from accumulation of unfolded proteins. This mitochondrial unfolded protein response can also be induced in cells and protein regulation can be determined using western blot, luciferase reporter assay, and sensitive mass spectrometry techniques. In this chapter, we describe a method to induce mtUPR in mammalian cells and the three methods to analyze components involved in it.
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Affiliation(s)
- Fiona Durand
- Department of Biochemistry and GeneticsLa Trobe Institute for Molecular Science, La Trobe University, Melbourne, VIC, Australia
| | - Nicholas Hoogenraad
- Department of Biochemistry and GeneticsLa Trobe Institute for Molecular Science, La Trobe University, Melbourne, VIC, Australia.
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182
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Anand S, Samuel M, Ang CS, Keerthikumar S, Mathivanan S. Label-Based and Label-Free Strategies for Protein Quantitation. Methods Mol Biol 2017; 1549:31-43. [PMID: 27975282 DOI: 10.1007/978-1-4939-6740-7_4] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The precise quantification of changes between various physiological states in a biological system is highly complex in nature. Over the past few years, in combination with classical methods, mass spectrometry based approaches have become an indispensable tool in deciphering exact abundance of proteins in composite mixtures. The technique is now well established and employs both label-based and label-free quantitation strategies. Label-based quantitation methods utilize stable isotope labels which are incorporated within the peptides, introducing an expectable mass difference within the two or more experimental conditions. In contrast, label-free proteomics quantitates both relative and absolute protein quantity by utilizing signal intensity and spectral counting of peptides. This chapter focuses on the commonly used quantitative mass spectrometry methods for high-throughput proteomic analysis.
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Affiliation(s)
- Sushma Anand
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, VIC, 3086, Australia
| | - Monisha Samuel
- Department of Physiology, Anatomy and Microbiology, School of Life Sciences, La Trobe University, Bundoora, Melbourne, VIC, 3086, Australia
| | - Ching-Seng Ang
- The Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, VIC, 3010, Australia
| | - Shivakumar Keerthikumar
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, VIC, 3086, Australia
| | - Suresh Mathivanan
- Department of Biochemistry and Genetics, La Trobe Institute for Molecular Science, La Trobe University, Melbourne, VIC, 3086, Australia.
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183
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Chen X, Wong YK, Wang J, Zhang J, Lee YM, Shen HM, Lin Q, Hua ZC. Target identification with quantitative activity based protein profiling (ABPP). Proteomics 2016; 17. [PMID: 27723264 DOI: 10.1002/pmic.201600212] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Revised: 09/14/2016] [Accepted: 10/06/2016] [Indexed: 12/20/2022]
Abstract
As many small bioactive molecules fulfill their functions through interacting with protein targets, the identification of such targets is crucial in understanding their mechanisms of action (MOA) and side effects. With technological advancements in target identification, it has become possible to accurately and comprehensively study the MOA and side effects of small molecules. While small molecules with therapeutic potential were derived solely from nature in the past, the remodeling and synthesis of such molecules have now been made possible. Presently, while some small molecules have seen successful application as drugs, the majority remain undeveloped, requiring further understanding of their MOA and side effects to fully tap into their potential. Given the typical promiscuity of many small molecules and the complexity of the cellular proteome, a high-flux and high-accuracy method is necessary. While affinity chromatography approaches combined with MS have had successes in target identification, limitations associated with nonspecific results remain. To overcome these complications, quantitative chemical proteomics approaches have been developed including metabolic labeling, chemical labeling, and label-free methods. These new approaches are adopted in conjunction with activity-based protein profiling (ABPP), allowing for a rapid process and accurate results. This review will briefly introduce the principles involved in ABPP, then summarize current advances in quantitative chemical proteomics approaches as well as illustrate with examples how ABPP coupled with quantitative chemical proteomics has been used to detect the targets of drugs and other bioactive small molecules including natural products.
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Affiliation(s)
- Xiao Chen
- The State Key Laboratory of Pharmaceutical Biotechnology, College of Life Sciences, Nanjing University, Nanjing, P. R., China
| | - Yin Kwan Wong
- Department of Biological Sciences, National University of Singapore, Singapore.,Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jigang Wang
- The State Key Laboratory of Pharmaceutical Biotechnology, College of Life Sciences, Nanjing University, Nanjing, P. R., China.,Department of Biological Sciences, National University of Singapore, Singapore.,Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Interdisciplinary Research Group in Infectious Diseases, Singapore-MIT Alliance for Research & Technology (SMART), Singapore
| | - Jianbin Zhang
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,Clinical Research Institute, Zhejiang Provincial People's Hospital, Hangzhou, P. R., China
| | - Yew-Mun Lee
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Han-Ming Shen
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.,NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore
| | - Qingsong Lin
- Department of Biological Sciences, National University of Singapore, Singapore
| | - Zi-Chun Hua
- The State Key Laboratory of Pharmaceutical Biotechnology, College of Life Sciences, Nanjing University, Nanjing, P. R., China
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184
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Abstract
Thiol groups in protein cysteine residues can be subjected to different oxidative modifications by reactive oxygen/nitrogen species. Reversible cysteine oxidation, including S-nitrosylation, S-sulfenylation, S-glutathionylation, and disulfide formation, modulate multiple biological functions, such as enzyme catalysis, antioxidant, and other signaling pathways. However, the biological relevance of reversible cysteine oxidation is typically underestimated, in part due to the low abundance and high reactivity of some of these modifications, and the lack of methods to enrich and quantify them. To facilitate future research efforts, this chapter describes detailed procedures to target the different modifications using mass spectrometry-based biotin switch assays. By switching the modification of interest to a biotin moiety, these assays leverage the high affinity between biotin and avidin to enrich the modification. The use of stable isotope labeling and a range of selective reducing agents facilitate the quantitation of individual as well as total reversible cysteine oxidation. The biotin switch assay has been widely applied to the quantitative analysis of S-nitrosylation in different disease models and is now also emerging as a valuable research tool for other oxidative cysteine modifications, highlighting its relevance as a versatile, robust strategy for carrying out in-depth studies in redox proteomics.
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Affiliation(s)
- R Li
- The Biomedical Research Centre, University of British Columbia, Vancouver, BC, Canada; University of British Columbia, Vancouver, BC, Canada
| | - J Kast
- The Biomedical Research Centre, University of British Columbia, Vancouver, BC, Canada; University of British Columbia, Vancouver, BC, Canada; Centre for Blood Research, University of British Columbia, Vancouver, BC, Canada.
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185
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Zaro BW, Whitby LR, Lum KM, Cravatt BF. Metabolically Labile Fumarate Esters Impart Kinetic Selectivity to Irreversible Inhibitors. J Am Chem Soc 2016; 138:15841-15844. [PMID: 27960302 DOI: 10.1021/jacs.6b10589] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Electrophilic small molecules are an important class of chemical probes and drugs that produce biological effects by irreversibly modifying proteins. Examples of electrophilic drugs include covalent kinase inhibitors that are used to treat cancer and the multiple sclerosis drug dimethyl fumarate. Optimized covalent drugs typically inactivate their protein targets rapidly in cells, but ensuing time-dependent, off-target protein modification can erode selectivity and diminish the utility of reactive small molecules as chemical probes and therapeutics. Here, we describe an approach to confer kinetic selectivity to electrophilic drugs. We show that an analogue of the covalent Bruton's tyrosine kinase (BTK) inhibitor Ibrutinib bearing a fumarate ester electrophile is vulnerable to enzymatic metabolism on a time-scale that preserves rapid and sustained BTK inhibition, while thwarting more slowly accumulating off-target reactivity in cell and animal models. These findings demonstrate that metabolically labile electrophilic groups can endow covalent drugs with kinetic selectivity to enable perturbation of proteins and biochemical pathways with greater precision.
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Affiliation(s)
- Balyn W Zaro
- The Skaggs Institute for Chemical Biology and Department of Chemical Physiology , 10550 North Torrey Pines Road, La Jolla, California 92037, United States
| | - Landon R Whitby
- The Skaggs Institute for Chemical Biology and Department of Chemical Physiology , 10550 North Torrey Pines Road, La Jolla, California 92037, United States
| | - Kenneth M Lum
- The Skaggs Institute for Chemical Biology and Department of Chemical Physiology , 10550 North Torrey Pines Road, La Jolla, California 92037, United States
| | - Benjamin F Cravatt
- The Skaggs Institute for Chemical Biology and Department of Chemical Physiology , 10550 North Torrey Pines Road, La Jolla, California 92037, United States
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186
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187
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Kim S, Carruthers N, Lee J, Chinni S, Stemmer P. Classification-based quantitative analysis of stable isotope labeling by amino acids in cell culture (SILAC) data. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2016; 137:137-148. [PMID: 28110720 PMCID: PMC5260509 DOI: 10.1016/j.cmpb.2016.09.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Revised: 07/02/2016] [Accepted: 09/20/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND AND OBJECTIVE Stable isotope labeling by amino acids in cell culture (SILAC) is a practical and powerful approach for quantitative proteomic analysis. A key advantage of SILAC is the ability to simultaneously detect the isotopically labeled peptides in a single instrument run and so guarantee relative quantitation for a large number of peptides without introducing any variation caused by separate experiment. However, there are a few approaches available to assessing protein ratios and none of the existing algorithms pays considerable attention to the proteins having only one peptide hit. METHODS We introduce new quantitative approaches to dealing with SILAC protein-level summary using classification-based methodologies, such as Gaussian mixture models with EM algorithms and its Bayesian approach as well as K-means clustering. In addition, a new approach is developed using Gaussian mixture model and a stochastic, metaheuristic global optimization algorithm, particle swarm optimization (PSO), to avoid either a premature convergence or being stuck in a local optimum. RESULTS Our simulation studies show that the newly developed PSO-based method performs the best among others in terms of F1 score and the proposed methods further demonstrate the ability of detecting potential markers through real SILAC experimental data. CONCLUSIONS No matter how many peptide hits the protein has, the developed approach can be applicable, rescuing many proteins doomed to removal. Furthermore, no additional correction for multiple comparisons is necessary for the developed methods, enabling direct interpretation of the analysis outcomes.
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Affiliation(s)
- Seongho Kim
- Biostatistics Core, Karmanos Cancer Institute, Wayne State University, Detroit, MI 48201, USA; Department of Oncology, Wayne State University, Detroit, MI 48201, USA.
| | - Nicholas Carruthers
- Proteomics Core, Karmanos Cancer Institute, Wayne State University, Detroit, MI 48201, USA; Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48201, USA
| | - Joohyoung Lee
- Biostatistics Core, Karmanos Cancer Institute, Wayne State University, Detroit, MI 48201, USA; Department of Family Medicine and Public Health Sciences, Wayne State University, Detroit, MI 48201, USA
| | - Sreenivasa Chinni
- Department of Urology, School of Medicine, Wayne State University, Detroit, MI 48201, USA
| | - Paul Stemmer
- Proteomics Core, Karmanos Cancer Institute, Wayne State University, Detroit, MI 48201, USA; Institute of Environmental Health Sciences, Wayne State University, Detroit, MI 48201, USA
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188
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Gonneaud A, Jones C, Turgeon N, Lévesque D, Asselin C, Boudreau F, Boisvert FM. A SILAC-Based Method for Quantitative Proteomic Analysis of Intestinal Organoids. Sci Rep 2016; 6:38195. [PMID: 27901089 PMCID: PMC5128881 DOI: 10.1038/srep38195] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Accepted: 11/04/2016] [Indexed: 12/20/2022] Open
Abstract
Organoids have the potential to bridge 3D cell culture to tissue physiology by providing a model resembling in vivo organs. Long-term growing organoids were first isolated from intestinal crypt cells and recreated the renewing intestinal epithelial niche. Since then, this technical breakthrough was applied to many other organs, including prostate, liver, kidney and pancreas. We describe here how to apply a SILAC-based quantitative proteomic approach to measure protein expression changes in intestinal organoids under different experimental conditions. We generated SILAC organoid media that allow organoids to grow and differentiate normally, and confirmed the incorporation of isotopically labelled amino acids. Furthermore, we used a treatment reported to affect organoid differentiation to demonstrate the reproducibility of the quantification using this approach and to validate the identification of proteins that correlate with the inhibition of cellular growth and development. With the combined use of quantitative mass spectrometry, SILAC and organoid culture, we validated this approach and showed that large-scale proteome variations can be measured in an “organ-like” system.
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Affiliation(s)
- Alexis Gonneaud
- Department of Anatomy and Cell Biology, Université de Sherbrooke, 3201 Jean-Mignault, Sherbrooke, Québec, J1E 4K8, Canada
| | - Christine Jones
- Department of Anatomy and Cell Biology, Université de Sherbrooke, 3201 Jean-Mignault, Sherbrooke, Québec, J1E 4K8, Canada
| | - Naomie Turgeon
- Department of Anatomy and Cell Biology, Université de Sherbrooke, 3201 Jean-Mignault, Sherbrooke, Québec, J1E 4K8, Canada
| | - Dominique Lévesque
- Department of Anatomy and Cell Biology, Université de Sherbrooke, 3201 Jean-Mignault, Sherbrooke, Québec, J1E 4K8, Canada
| | - Claude Asselin
- Department of Anatomy and Cell Biology, Université de Sherbrooke, 3201 Jean-Mignault, Sherbrooke, Québec, J1E 4K8, Canada
| | - François Boudreau
- Department of Anatomy and Cell Biology, Université de Sherbrooke, 3201 Jean-Mignault, Sherbrooke, Québec, J1E 4K8, Canada
| | - François-Michel Boisvert
- Department of Anatomy and Cell Biology, Université de Sherbrooke, 3201 Jean-Mignault, Sherbrooke, Québec, J1E 4K8, Canada
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189
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Geis-Asteggiante L, Ostrand-Rosenberg S, Fenselau C, Edwards NJ. Evaluation of Spectral Counting for Relative Quantitation of Proteoforms in Top-Down Proteomics. Anal Chem 2016; 88:10900-10907. [PMID: 27748581 PMCID: PMC6178225 DOI: 10.1021/acs.analchem.6b02151] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Spectral counting is a straightforward label-free quantitation strategy used in bottom-up proteomics workflows. The application of spectral counting in label-free top-down proteomics workflows can be similarly straightforward but has not been applied as widely as quantitation by chromatographic peak areas or peak intensities. In this study, we evaluate spectral counting for quantitative comparisons in label-free top-down proteomics workflows by comparison with chromatographic peak areas and intensities. We tested these quantitation approaches by spiking standard proteins into a complex protein background and comparing relative quantitation by spectral counts with normalized chromatographic peak areas and peak intensities from deconvoluted extracted ion chromatograms of the spiked proteins. Ratio estimates and statistical significance of differential abundance from each quantitation technique are evaluated against the expected ratios and each other. In this experiment, spectral counting was able to detect differential abundance of spiked proteins for expected ratios ≥2, with comparable or higher sensitivity than normalized areas and intensities. We also found that while ratio estimates using peak areas and intensities are usually more accurate, the spectral-counting-based estimates are not substantially worse. Following the evaluation and comparison of these label-free top-down quantitation strategies using spiked proteins, spectral counting, along with normalized chromatographic peak areas and intensities, were used to analyze the complex protein cargo of exosomes shed by myeloid-derived suppressor cells collected under high and low conditions of inflammation, revealing statistically significant differences in abundance for several proteoforms, including the active pro-inflammatory proteins S100A8 and S100A9.
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Affiliation(s)
| | | | | | - Nathan J. Edwards
- Georgetown University Medical Center, Washington DC 20007, United States
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190
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Strmiskova M, Desrochers GF, Shaw TA, Powdrill MH, Lafreniere MA, Pezacki JP. Chemical Methods for Probing Virus-Host Proteomic Interactions. ACS Infect Dis 2016; 2:773-786. [PMID: 27933785 DOI: 10.1021/acsinfecdis.6b00084] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Interactions between host and pathogen proteins constitute an important aspect of both infectivity and the host immune response. Different viruses have evolved complex mechanisms to hijack host-cell machinery and metabolic pathways to redirect resources and energy flow toward viral propagation. These interactions are often critical to the virus, and thus understanding these interactions at a molecular level gives rise to opportunities to develop novel antiviral strategies for therapeutic intervention. This review summarizes current advances in chemoproteomic methods for studying these molecular altercations between different viruses and their hosts.
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Affiliation(s)
- Miroslava Strmiskova
- Department of Chemistry and Biomolecular Sciences, Centre
for Chemical and Synthetic Biology, University of Ottawa, 10 Marie-Curie Private, Ottawa, Ontario, Canada K1N 6N5
| | - Geneviève F. Desrochers
- Department of Chemistry and Biomolecular Sciences, Centre
for Chemical and Synthetic Biology, University of Ottawa, 10 Marie-Curie Private, Ottawa, Ontario, Canada K1N 6N5
| | - Tyler A. Shaw
- Department of Chemistry and Biomolecular Sciences, Centre
for Chemical and Synthetic Biology, University of Ottawa, 10 Marie-Curie Private, Ottawa, Ontario, Canada K1N 6N5
| | - Megan H. Powdrill
- Department of Chemistry and Biomolecular Sciences, Centre
for Chemical and Synthetic Biology, University of Ottawa, 10 Marie-Curie Private, Ottawa, Ontario, Canada K1N 6N5
| | - Matthew A. Lafreniere
- Department of Chemistry and Biomolecular Sciences, Centre
for Chemical and Synthetic Biology, University of Ottawa, 10 Marie-Curie Private, Ottawa, Ontario, Canada K1N 6N5
| | - John Paul Pezacki
- Department of Chemistry and Biomolecular Sciences, Centre
for Chemical and Synthetic Biology, University of Ottawa, 10 Marie-Curie Private, Ottawa, Ontario, Canada K1N 6N5
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191
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Marchese D, de Groot NS, Lorenzo Gotor N, Livi CM, Tartaglia GG. Advances in the characterization of RNA-binding proteins. WILEY INTERDISCIPLINARY REVIEWS. RNA 2016; 7:793-810. [PMID: 27503141 PMCID: PMC5113702 DOI: 10.1002/wrna.1378] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 06/14/2016] [Accepted: 06/23/2016] [Indexed: 12/14/2022]
Abstract
From transcription, to transport, storage, and translation, RNA depends on association with different RNA-binding proteins (RBPs). Methods based on next-generation sequencing and protein mass-spectrometry have started to unveil genome-wide interactions of RBPs but many aspects still remain out of sight. How many of the binding sites identified in high-throughput screenings are functional? A number of computational methods have been developed to analyze experimental data and to obtain insights into the specificity of protein-RNA interactions. How can theoretical models be exploited to identify RBPs? In addition to oligomeric complexes, protein and RNA molecules can associate into granular assemblies whose physical properties are still poorly understood. What protein features promote granule formation and what effects do these assemblies have on cell function? Here, we describe the newest in silico, in vitro, and in vivo advances in the field of protein-RNA interactions. We also present the challenges that experimental and computational approaches will have to face in future studies. WIREs RNA 2016, 7:793-810. doi: 10.1002/wrna.1378 For further resources related to this article, please visit the WIREs website.
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Affiliation(s)
- Domenica Marchese
- Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Natalia Sanchez de Groot
- Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Nieves Lorenzo Gotor
- Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Carmen Maria Livi
- Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- IFOM Foundation, FIRC Institute of Molecular Oncology Foundation, Milan, Italy
| | - Gian G Tartaglia
- Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Dr. Aiguader 88, 08003 Barcelona, Spain.
- Universitat Pompeu Fabra (UPF), Barcelona, Spain.
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain.
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192
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Matthews ML, He L, Horning BD, Olson EJ, Correia BE, Yates JR, Dawson PE, Cravatt BF. Chemoproteomic profiling and discovery of protein electrophiles in human cells. Nat Chem 2016; 9:234-243. [PMID: 28221344 PMCID: PMC5325178 DOI: 10.1038/nchem.2645] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Accepted: 09/12/2016] [Indexed: 12/13/2022]
Abstract
Activity-based protein profiling (ABPP) serves as a chemical proteomic platform to discover and characterize functional amino acids in proteins on the basis of their enhanced reactivity towards small-molecule probes. This approach, to date, has mainly targeted nucleophilic functional groups, such as the side chains of serine and cysteine, using electrophilic probes. We show here that "reverse-polarity" (RP)-ABPP using clickable, nucleophilic hydrazine probes can capture and identify protein-bound electrophiles in cells, including the pyruvoyl cofactor of S-adenosyl-l-methionine decarboxylase (AMD1), which we find is dynamically controlled by intracellular methionine concentrations, and a heretofore unknown modification – an N-terminally bound glyoxylyl group – in the poorly characterized protein secernin-3. RP-ABPP thus provides a versatile method to monitor the metabolic regulation of electrophilic cofactors and discover novel types of electrophilic modifications on proteins in human cells. A chemical proteomic strategy is described for the discovery of protein-bound electrophilic groups in human cells and used to characterize dynamic regulation of the pyruvoyl catalytic cofactor in S-adenosyl-l-methionine decarboxylase and to discover an N-terminal glyoxylyl modification on Secernin proteins.
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Affiliation(s)
- Megan L Matthews
- Chemical Physiology, The Scripps Research Institute, La Jolla, California 92037, USA
| | - Lin He
- Chemical Physiology, The Scripps Research Institute, La Jolla, California 92037, USA.,Bioinformatics Solutions Inc., Waterloo, Ontario N2L 6J2, Canada
| | - Benjamin D Horning
- Chemical Physiology, The Scripps Research Institute, La Jolla, California 92037, USA
| | - Erika J Olson
- Chemistry and Cell and Molecular Biology, The Scripps Research Institute, La Jolla, California 92037, USA
| | - Bruno E Correia
- Chemical Physiology, The Scripps Research Institute, La Jolla, California 92037, USA.,École polytechnique fédérale de Lausanne, CH-1015 Lausanne, Switzerland
| | - John R Yates
- Chemical Physiology, The Scripps Research Institute, La Jolla, California 92037, USA
| | - Philip E Dawson
- Chemistry and Cell and Molecular Biology, The Scripps Research Institute, La Jolla, California 92037, USA
| | - Benjamin F Cravatt
- Chemical Physiology, The Scripps Research Institute, La Jolla, California 92037, USA
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193
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Welle KA, Zhang T, Hryhorenko JR, Shen S, Qu J, Ghaemmaghami S. Time-resolved Analysis of Proteome Dynamics by Tandem Mass Tags and Stable Isotope Labeling in Cell Culture (TMT-SILAC) Hyperplexing. Mol Cell Proteomics 2016; 15:3551-3563. [PMID: 27765818 DOI: 10.1074/mcp.m116.063230] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Revised: 10/03/2016] [Indexed: 12/20/2022] Open
Abstract
Recent advances in mass spectrometry have enabled system-wide analyses of protein turnover. By globally quantifying the kinetics of protein clearance and synthesis, these methodologies can provide important insights into the regulation of the proteome under varying cellular and environmental conditions. To facilitate such analyses, we have employed a methodology that combines metabolic isotopic labeling (Stable Isotope Labeling in Cell Culture - SILAC) with isobaric tagging (Tandem Mass Tags - TMT) for analysis of multiplexed samples. The fractional labeling of multiple time-points can be measured in a single mass spectrometry run, providing temporally resolved measurements of protein turnover kinetics. To demonstrate the feasibility of the approach, we simultaneously measured the kinetics of protein clearance and accumulation for more than 3000 proteins in dividing and quiescent human fibroblasts and verified the accuracy of the measurements by comparison to established non-multiplexed approaches. The results indicate that upon reaching quiescence, fibroblasts compensate for lack of cellular growth by globally downregulating protein synthesis and upregulating protein degradation. The described methodology significantly reduces the cost and complexity of temporally-resolved dynamic proteomic experiments and improves the precision of proteome-wide turnover data.
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Affiliation(s)
- Kevin A Welle
- From the ‡University of Rochester Mass Spectrometry Resource Laboratory, Rochester, NY
| | - Tian Zhang
- §Department of Biology, University of Rochester, Rochester, NY
| | - Jennifer R Hryhorenko
- From the ‡University of Rochester Mass Spectrometry Resource Laboratory, Rochester, NY
| | - Shichen Shen
- ¶Department of Pharmaceutical Sciences, University at Buffalo, Buffalo, NY
| | - Jun Qu
- ¶Department of Pharmaceutical Sciences, University at Buffalo, Buffalo, NY
| | - Sina Ghaemmaghami
- From the ‡University of Rochester Mass Spectrometry Resource Laboratory, Rochester, NY; .,§Department of Biology, University of Rochester, Rochester, NY
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194
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Staal JA, Pei Y, Rood BR. A Proteogenomic Approach to Understanding MYC Function in Metastatic Medulloblastoma Tumors. Int J Mol Sci 2016; 17:ijms17101744. [PMID: 27775567 PMCID: PMC5085772 DOI: 10.3390/ijms17101744] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 09/23/2016] [Accepted: 10/10/2016] [Indexed: 12/31/2022] Open
Abstract
Brain tumors are the leading cause of cancer-related deaths in children, and medulloblastoma is the most prevalent malignant childhood/pediatric brain tumor. Providing effective treatment for these cancers, with minimal damage to the still-developing brain, remains one of the greatest challenges faced by clinicians. Understanding the diverse events driving tumor formation, maintenance, progression, and recurrence is necessary for identifying novel targeted therapeutics and improving survival of patients with this disease. Genomic copy number alteration data, together with clinical studies, identifies c-MYC amplification as an important risk factor associated with the most aggressive forms of medulloblastoma with marked metastatic potential. Yet despite this, very little is known regarding the impact of such genomic abnormalities upon the functional biology of the tumor cell. We discuss here how recent advances in quantitative proteomic techniques are now providing new insights into the functional biology of these aggressive tumors, as illustrated by the use of proteomics to bridge the gap between the genotype and phenotype in the case of c-MYC-amplified/associated medulloblastoma. These integrated proteogenomic approaches now provide a new platform for understanding cancer biology by providing a functional context to frame genomic abnormalities.
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Affiliation(s)
- Jerome A Staal
- Multiple Sclerosis Department, Florey Institute of Neuroscience and Mental Health, Melbourne, VIC 3052, Australia.
- Center for Cancer and Immunology Research, Children's National Medical Center, Washington, DC 20010, USA.
| | - Yanxin Pei
- Center for Cancer and Immunology Research, Children's National Medical Center, Washington, DC 20010, USA.
| | - Brian R Rood
- Center for Cancer and Immunology Research, Children's National Medical Center, Washington, DC 20010, USA.
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195
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Zuhl AM, Nolan CE, Brodney MA, Niessen S, Atchison K, Houle C, Karanian DA, Ambroise C, Brulet JW, Beck EM, Doran SD, O'Neill BT, Am Ende CW, Chang C, Geoghegan KF, West GM, Judkins JC, Hou X, Riddell DR, Johnson DS. Chemoproteomic profiling reveals that cathepsin D off-target activity drives ocular toxicity of β-secretase inhibitors. Nat Commun 2016; 7:13042. [PMID: 27727204 PMCID: PMC5062570 DOI: 10.1038/ncomms13042] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Accepted: 08/26/2016] [Indexed: 01/18/2023] Open
Abstract
Inhibition of β-secretase BACE1 is considered one of the most promising approaches for treating Alzheimer's disease. Several structurally distinct BACE1 inhibitors have been withdrawn from development after inducing ocular toxicity in animal models, but the target mediating this toxicity has not been identified. Here we use a clickable photoaffinity probe to identify cathepsin D (CatD) as a principal off-target of BACE1 inhibitors in human cells. We find that several BACE1 inhibitors blocked CatD activity in cells with much greater potency than that displayed in cell-free assays with purified protein. Through a series of exploratory toxicology studies, we show that quantifying CatD target engagement in cells with the probe is predictive of ocular toxicity in vivo. Taken together, our findings designate off-target inhibition of CatD as a principal driver of ocular toxicity for BACE1 inhibitors and more generally underscore the power of chemical proteomics for discerning mechanisms of drug action. Several β-secretase (BACE) inhibitors exhibit unexplained ocular toxicity in preclinical studies. Here the authors generate a clickable photoaffinity probe to interrogate off-targets in cells and animals, and identify inhibition of cathepsin D as a driver of ocular toxicity.
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Affiliation(s)
- Andrea M Zuhl
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Worldwide Medicinal Chemistry
| | - Charles E Nolan
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Neuroscience Research Unit
| | - Michael A Brodney
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Worldwide Medicinal Chemistry
| | - Sherry Niessen
- Worldwide Medicinal Chemistry.,Pfizer Worldwide Research and Development, San Diego, California 92121, USA
| | - Kevin Atchison
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Neuroscience Research Unit
| | - Christopher Houle
- Pfizer Worldwide Research and Development, Groton, Connecticut 06340, USA.,Drug Safety Research and Development
| | - David A Karanian
- Pfizer Worldwide Research and Development, Groton, Connecticut 06340, USA.,Drug Safety Research and Development
| | - Claude Ambroise
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Neuroscience Research Unit
| | - Jeffrey W Brulet
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Worldwide Medicinal Chemistry
| | - Elizabeth M Beck
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Worldwide Medicinal Chemistry
| | - Shawn D Doran
- Pfizer Worldwide Research and Development, Groton, Connecticut 06340, USA.,Pharmacokinetics, Dynamics and Metabolism
| | - Brian T O'Neill
- Worldwide Medicinal Chemistry.,Pfizer Worldwide Research and Development, Groton, Connecticut 06340, USA
| | - Christopher W Am Ende
- Worldwide Medicinal Chemistry.,Pfizer Worldwide Research and Development, Groton, Connecticut 06340, USA
| | - Cheng Chang
- Pfizer Worldwide Research and Development, Groton, Connecticut 06340, USA.,Pharmacokinetics, Dynamics and Metabolism
| | - Kieran F Geoghegan
- Worldwide Medicinal Chemistry.,Pfizer Worldwide Research and Development, Groton, Connecticut 06340, USA.,Structural Biology and Biophysics Group
| | - Graham M West
- Worldwide Medicinal Chemistry.,Pfizer Worldwide Research and Development, Groton, Connecticut 06340, USA.,Structural Biology and Biophysics Group
| | - Joshua C Judkins
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Worldwide Medicinal Chemistry
| | - Xinjun Hou
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Worldwide Medicinal Chemistry
| | - David R Riddell
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Neuroscience Research Unit
| | - Douglas S Johnson
- Pfizer Worldwide Research and Development, Cambridge, Massachusetts 02139, USA.,Worldwide Medicinal Chemistry
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196
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Su Hui Teo C, Serwa RA, O’Hare P. Spatial and Temporal Resolution of Global Protein Synthesis during HSV Infection Using Bioorthogonal Precursors and Click Chemistry. PLoS Pathog 2016; 12:e1005927. [PMID: 27706239 PMCID: PMC5051704 DOI: 10.1371/journal.ppat.1005927] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Accepted: 09/12/2016] [Indexed: 12/04/2022] Open
Abstract
We used pulse-labeling with the methionine analogue homopropargylglycine (HPG) to investigate spatiotemporal aspects of protein synthesis during herpes simplex virus (HSV) infection. In vivo incorporation of HPG enables subsequent selective coupling of fluorochrome-capture reagents to newly synthesised proteins. We demonstrate that HPG labeling had no effect on cell viability, on accumulation of test early or late viral proteins, or on overall virus yields. HPG pulse-labeling followed by SDS-PAGE analysis confirmed incorporation into newly synthesised proteins, while parallel processing by in situ cycloaddition revealed new insight into spatiotemporal aspects of protein localisation during infection. A striking feature was the rapid accumulation of newly synthesised proteins not only in a general nuclear pattern but additionally in newly forming sub-compartments represented by small discrete foci. These newly synthesised protein domains (NPDs) were similar in size and morphology to PML domains but were more numerous, and whereas PML domains were progressively disrupted, NPDs were progressively induced and persisted. Immediate-early proteins ICP4 and ICP0 were excluded from NPDs, but using an ICP0 mutant defective in PML disruption, we show a clear spatial relationship between NPDs and PML domains with NPDs frequently forming immediately adjacent and co-joining persisting PML domains. Further analysis of location of the chaperone Hsc70 demonstrated that while NPDs formed early in infection without overt Hsc70 recruitment, later in infection Hsc70 showed pronounced recruitment frequently in a coat-like fashion around NPDs. Moreover, while ICP4 and ICP0 were excluded from NPDs, ICP22 showed selective recruitment. Our data indicate that NPDs represent early recruitment of host and viral de novo translated protein to distinct structural entities which are precursors to the previously described VICE domains involved in protein quality control in the nucleus, and reveal new features from which we propose spatially linked platforms of newly synthesised protein processing after nuclear import.
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Affiliation(s)
- Catherine Su Hui Teo
- Section of Virology, Faculty of Medicine, Imperial College London, St Mary’s Medical School, Norfolk Place, London, United Kingdom
| | - Remigiusz A. Serwa
- Department of Chemistry, Imperial College London, London, United Kingdom
| | - Peter O’Hare
- Section of Virology, Faculty of Medicine, Imperial College London, St Mary’s Medical School, Norfolk Place, London, United Kingdom
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197
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Dugan A, Majmudar CY, Pricer R, Niessen S, Lancia JK, Fung HYH, Cravatt BF, Mapp AK. Discovery of Enzymatic Targets of Transcriptional Activators via in Vivo Covalent Chemical Capture. J Am Chem Soc 2016; 138:12629-35. [PMID: 27611834 PMCID: PMC5217703 DOI: 10.1021/jacs.6b07680] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The network of activator protein-protein interactions (PPIs) that underpin transcription initiation is poorly defined, particularly in the cellular context. The transient nature of these contacts and the often low abundance of the participants present significant experimental hurdles. Through the coupling of in vivo covalent chemical capture and shotgun LC-MS/MS (MuDPIT) analysis, we can trap the PPIs of transcriptional activators in a cellular setting and identify the binding partners in an unbiased fashion. Using this approach, we discover that the prototypical activators Gal4 and VP16 target the Snf1 (AMPK) kinase complex via direct interactions with both the core enzymatic subunit Snf1 and the exchangeable subunit Gal83. Further, we use a tandem reversible formaldehyde and irreversible covalent chemical capture approach (TRIC) to capture the Gal4-Snf1 interaction at the Gal1 promoter in live yeast. Together, these data support a critical role for activator PPIs in both the recruitment and positioning of important enzymatic complexes at a gene promoter and represent a technical advancement in the discovery of new cellular binding targets of transcriptional activators.
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Affiliation(s)
- Amanda Dugan
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Chinmay Y. Majmudar
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Rachel Pricer
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Sherry Niessen
- The Skaggs Institute for Chemical Biology and Department of Chemical Physiology, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Jody K. Lancia
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Hugo Yik-Hong Fung
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Benjamin F. Cravatt
- The Skaggs Institute for Chemical Biology and Department of Chemical Physiology, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Anna K. Mapp
- Life Sciences Institute, University of Michigan, Ann Arbor, Michigan 48109, United States
- Program in Chemical Biology, University of Michigan, Ann Arbor, Michigan 48109, United States
- Department of Chemistry, University of Michigan, Ann Arbor, Michigan 48109, United States
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198
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Yang J, Bassuk AG, Merl-Pham J, Hsu CW, Colgan DF, Li X, Au KS, Zhang L, Smemo S, Justus S, Nagahama Y, Grossbach AJ, Howard MA, Kawasaki H, Feldstein NA, Dobyns WB, Northrup H, Hauck SM, Ueffing M, Mahajan VB, Tsang SH. Catenin delta-1 (CTNND1) phosphorylation controls the mesenchymal to epithelial transition in astrocytic tumors. Hum Mol Genet 2016; 25:4201-4210. [PMID: 27516388 DOI: 10.1093/hmg/ddw253] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Revised: 07/14/2016] [Accepted: 07/21/2016] [Indexed: 11/14/2022] Open
Abstract
Inactivating mutations of the TSC1/TSC2 complex (TSC1/2) cause tuberous sclerosis (TSC), a hereditary syndrome with neurological symptoms and benign hamartoma tumours in the brain. Since TSC effectors are largely unknown in the human brain, TSC patient cortical tubers were used to uncover hyperphosphorylation unique to TSC primary astrocytes, the cell type affected in the brain. We found abnormal hyperphosphorylation of catenin delta-1 S268, which was reversible by mTOR-specific inhibitors. In contrast, in three metastatic astrocytoma cell lines, S268 was under phosphorylated, suggesting S268 phosphorylation controls metastasis. TSC astrocytes appeared epithelial (i.e. tightly adherent, less motile, and epithelial (E)-cadherin positive), whereas wild-type astrocytes were mesenchymal (i.e. E-cadherin negative and highly motile). Despite their epithelial phenotype, TSC astrocytes outgrew contact inhibition, and monolayers sporadically generated tuberous foci, a phenotype blocked by the mTOR inhibitor, Torin1. Also, mTOR-regulated phosphokinase C epsilon (PKCe) activity induced phosphorylation of catenin delta-1 S268, which in turn mediated cell-cell adhesion in astrocytes. The mTOR-dependent, epithelial phenotype of TSC astrocytes suggests TSC1/2 and mTOR tune the phosphorylation level of catenin delta-1 by controlling PKCe activity, thereby regulating the mesenchymal-epithelial-transition (MET). Thus, some forms of TSC could be treated with PKCe inhibitors, while metastasis of astrocytomas might be blocked by PKCe stimulators.
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Affiliation(s)
- Jin Yang
- Barbara & Donald Jonas Stem Cell Laboratory, and Bernard & Shirlee Brown Glaucoma Laboratory, Departments of Ophthalmology, Pathology & Cell Biology, Institute of Human Nutrition, Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA.,Tianjin Medical University Eye Hospital, Tianjin, People's Republic of China.,Edward S. Harkness Eye Institute, New York-Presbyterian Hospital, New York, NY, USA
| | - Alexander G Bassuk
- Department of Pediatrics and Neurology, Departments of Neurosurgery, Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa, IA, USA
| | - Juliane Merl-Pham
- Research Unit Protein Science, Helmholtz Zentrum Munich, German Research Center for Environmental Health (GmbH), Munich, Germany
| | - Chun-Wei Hsu
- Barbara & Donald Jonas Stem Cell Laboratory, and Bernard & Shirlee Brown Glaucoma Laboratory, Departments of Ophthalmology, Pathology & Cell Biology, Institute of Human Nutrition, Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA.,Edward S. Harkness Eye Institute, New York-Presbyterian Hospital, New York, NY, USA
| | | | - Xiaorong Li
- Tianjin Medical University Eye Hospital, Tianjin, People's Republic of China
| | - Kit Sing Au
- Division of Medical Genetics, Department of Pediatrics, University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX, USA
| | - Lijuan Zhang
- Barbara & Donald Jonas Stem Cell Laboratory, and Bernard & Shirlee Brown Glaucoma Laboratory, Departments of Ophthalmology, Pathology & Cell Biology, Institute of Human Nutrition, Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA.,Edward S. Harkness Eye Institute, New York-Presbyterian Hospital, New York, NY, USA.,Shanxi Eye Hospital, affiliated with Shanxi Medical University, Xinghualing, Taiyuan, Shanxi, China
| | - Scott Smemo
- Barbara & Donald Jonas Stem Cell Laboratory, and Bernard & Shirlee Brown Glaucoma Laboratory, Departments of Ophthalmology, Pathology & Cell Biology, Institute of Human Nutrition, Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA.,Edward S. Harkness Eye Institute, New York-Presbyterian Hospital, New York, NY, USA
| | - Sally Justus
- Barbara & Donald Jonas Stem Cell Laboratory, and Bernard & Shirlee Brown Glaucoma Laboratory, Departments of Ophthalmology, Pathology & Cell Biology, Institute of Human Nutrition, Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA.,Edward S. Harkness Eye Institute, New York-Presbyterian Hospital, New York, NY, USA
| | - Yasunori Nagahama
- Department of Pediatrics and Neurology, Departments of Neurosurgery, Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa, IA, USA
| | - Andrew J Grossbach
- Department of Pediatrics and Neurology, Departments of Neurosurgery, Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa, IA, USA
| | - Matthew A Howard
- Department of Pediatrics and Neurology, Departments of Neurosurgery, Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa, IA, USA
| | - Hiroto Kawasaki
- Department of Pediatrics and Neurology, Departments of Neurosurgery, Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa, IA, USA
| | - Neil A Feldstein
- Departments of Neurosurgery, New York-Presbyterian Hospital, Columbia University Medical Center, New York, NY, USA
| | - William B Dobyns
- Division of Genetic Medicine, Department of Pediatrics, Seattle Children's Hospital, University of Washington, Seattle, Washington, USA Departments of Pediatrics and Neurology, University of Washington, Seattle, Washington, WA, USA
| | - Hope Northrup
- Division of Medical Genetics, Department of Pediatrics, University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX, USA
| | - Stefanie M Hauck
- Research Unit Protein Science, Helmholtz Zentrum Munich, German Research Center for Environmental Health (GmbH), Munich, Germany
| | - Marius Ueffing
- Institute for Ophthalmic Research, Center of Ophthalmology, University Medical Center, University of Tübingen, Germany
| | - Vinit B Mahajan
- Department of Pediatrics and Neurology, Departments of Neurosurgery, Department of Ophthalmology and Visual Sciences, University of Iowa, Iowa, IA, USA.,Omics Laboratory, University of Iowa, Iowa, IA, USA
| | - Stephen H Tsang
- Barbara & Donald Jonas Stem Cell Laboratory, and Bernard & Shirlee Brown Glaucoma Laboratory, Departments of Ophthalmology, Pathology & Cell Biology, Institute of Human Nutrition, Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York, NY, USA .,Edward S. Harkness Eye Institute, New York-Presbyterian Hospital, New York, NY, USA
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199
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Marei H, Carpy A, Macek B, Malliri A. Proteomic analysis of Rac1 signaling regulation by guanine nucleotide exchange factors. Cell Cycle 2016; 15:1961-74. [PMID: 27152953 PMCID: PMC4968972 DOI: 10.1080/15384101.2016.1183852] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Revised: 04/13/2016] [Accepted: 04/22/2016] [Indexed: 10/30/2022] Open
Abstract
The small GTPase Rac1 is implicated in various cellular processes that are essential for normal cell function. Deregulation of Rac1 signaling has also been linked to a number of diseases, including cancer. The diversity of Rac1 functioning in cells is mainly attributed to its ability to bind to a multitude of downstream effectors following activation by Guanine nucleotide Exchange Factors (GEFs). Despite the identification of a large number of Rac1 binding partners, factors influencing downstream specificity are poorly defined, thus hindering the detailed understanding of both Rac1's normal and pathological functions. In a recent study, we demonstrated a role for 2 Rac-specific GEFs, Tiam1 and P-Rex1, in mediating Rac1 anti- versus pro-migratory effects, respectively. Importantly, via conducting a quantitative proteomic screen, we identified distinct changes in the Rac1 interactome following activation by either GEF, indicating that these opposing effects are mediated through GEF modulation of the Rac1 interactome. Here, we present the full list of identified Rac1 interactors together with functional annotation of the differentially regulated Rac1 binding partners. In light of this data, we also provide additional insights into known and novel signaling cascades that might account for the GEF-mediated Rac1-driven cellular effects.
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Affiliation(s)
- Hadir Marei
- Cell Signaling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
| | - Alejandro Carpy
- Proteome Center Tuebingen, Interfaculty Institute for Cell Biology, University of Tuebingen, Tuebingen, Germany
| | - Boris Macek
- Proteome Center Tuebingen, Interfaculty Institute for Cell Biology, University of Tuebingen, Tuebingen, Germany
| | - Angeliki Malliri
- Cell Signaling Group, Cancer Research UK Manchester Institute, The University of Manchester, Manchester, UK
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200
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Gautier EF, Ducamp S, Leduc M, Salnot V, Guillonneau F, Dussiot M, Hale J, Giarratana MC, Raimbault A, Douay L, Lacombe C, Mohandas N, Verdier F, Zermati Y, Mayeux P. Comprehensive Proteomic Analysis of Human Erythropoiesis. Cell Rep 2016; 16:1470-1484. [PMID: 27452463 PMCID: PMC5274717 DOI: 10.1016/j.celrep.2016.06.085] [Citation(s) in RCA: 171] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Revised: 05/16/2016] [Accepted: 06/22/2016] [Indexed: 01/13/2023] Open
Abstract
Mass spectrometry-based proteomics now enables the absolute quantification of thousands of proteins in individual cell types. We used this technology to analyze the dynamic proteome changes occurring during human erythropoiesis. We quantified the absolute expression of 6,130 proteins during erythroid differentiation from late burst-forming units-erythroid (BFU-Es) to orthochromatic erythroblasts. A modest correlation between mRNA and protein expression was observed. We identified several proteins with unexpected expression patterns in erythroid cells, highlighting a breakpoint in the erythroid differentiation process at the basophilic stage. We also quantified the distribution of proteins between reticulocytes and pyrenocytes after enucleation. These analyses identified proteins that are actively sorted either with the reticulocyte or the pyrenocyte. Our study provides the absolute quantification of protein expression during a complex cellular differentiation process in humans, and it establishes a framework for future studies of disordered erythropoiesis.
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Affiliation(s)
- Emilie-Fleur Gautier
- INSERM U1016, Institut Cochin, 75014 Paris, France; Centre National de la Recherche Scientifique (CNRS), UMR8104, 75014 Paris, France; Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Laboratory of Excellence GReX, 75015 Paris, France
| | - Sarah Ducamp
- INSERM U1016, Institut Cochin, 75014 Paris, France; Centre National de la Recherche Scientifique (CNRS), UMR8104, 75014 Paris, France; Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Laboratory of Excellence GReX, 75015 Paris, France
| | - Marjorie Leduc
- Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Plateforme de Protéomique de l'Université Paris Descartes (3P5), 75014 Paris, France
| | - Virginie Salnot
- Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Plateforme de Protéomique de l'Université Paris Descartes (3P5), 75014 Paris, France
| | - François Guillonneau
- Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Plateforme de Protéomique de l'Université Paris Descartes (3P5), 75014 Paris, France
| | | | - John Hale
- New York Blood Center, New York, NY 10065, USA
| | - Marie-Catherine Giarratana
- Laboratory of Excellence GReX, 75015 Paris, France; UPMC University Paris 06, UMR_S938 CDR Saint-Antoine, INSERM, Prolifération et Différenciation des Cellules Souches, 75012 Paris, France
| | - Anna Raimbault
- INSERM U1016, Institut Cochin, 75014 Paris, France; Centre National de la Recherche Scientifique (CNRS), UMR8104, 75014 Paris, France; Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Laboratory of Excellence GReX, 75015 Paris, France
| | - Luc Douay
- Laboratory of Excellence GReX, 75015 Paris, France; UPMC University Paris 06, UMR_S938 CDR Saint-Antoine, INSERM, Prolifération et Différenciation des Cellules Souches, 75012 Paris, France
| | - Catherine Lacombe
- INSERM U1016, Institut Cochin, 75014 Paris, France; Centre National de la Recherche Scientifique (CNRS), UMR8104, 75014 Paris, France; Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Laboratory of Excellence GReX, 75015 Paris, France; Ligue Nationale Contre le Cancer, Equipe Labellisée, 75014 Paris, France
| | | | - Frédérique Verdier
- INSERM U1016, Institut Cochin, 75014 Paris, France; Centre National de la Recherche Scientifique (CNRS), UMR8104, 75014 Paris, France; Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Laboratory of Excellence GReX, 75015 Paris, France; Ligue Nationale Contre le Cancer, Equipe Labellisée, 75014 Paris, France
| | - Yael Zermati
- INSERM U1016, Institut Cochin, 75014 Paris, France; Centre National de la Recherche Scientifique (CNRS), UMR8104, 75014 Paris, France; Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Laboratory of Excellence GReX, 75015 Paris, France; Ligue Nationale Contre le Cancer, Equipe Labellisée, 75014 Paris, France
| | - Patrick Mayeux
- INSERM U1016, Institut Cochin, 75014 Paris, France; Centre National de la Recherche Scientifique (CNRS), UMR8104, 75014 Paris, France; Université Paris Descartes, Sorbonne Paris Cité, 75014 Paris, France; Laboratory of Excellence GReX, 75015 Paris, France; Plateforme de Protéomique de l'Université Paris Descartes (3P5), 75014 Paris, France; Ligue Nationale Contre le Cancer, Equipe Labellisée, 75014 Paris, France.
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