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Cabral G, Moss WJ, Brown KM. Proteomic approaches for protein kinase substrate identification in Apicomplexa. Mol Biochem Parasitol 2024; 259:111633. [PMID: 38821187 PMCID: PMC11194964 DOI: 10.1016/j.molbiopara.2024.111633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 05/10/2024] [Accepted: 05/28/2024] [Indexed: 06/02/2024]
Abstract
Apicomplexa is a phylum of protist parasites, notable for causing life-threatening diseases including malaria, toxoplasmosis, cryptosporidiosis, and babesiosis. Apicomplexan pathogenesis is generally a function of lytic replication, dissemination, persistence, host cell modification, and immune subversion. Decades of research have revealed essential roles for apicomplexan protein kinases in establishing infections and promoting pathogenesis. Protein kinases modify their substrates by phosphorylating serine, threonine, tyrosine, or other residues, resulting in rapid functional changes in the target protein. Post-translational modification by phosphorylation can activate or inhibit a substrate, alter its localization, or promote interactions with other proteins or ligands. Deciphering direct kinase substrates is crucial to understand mechanisms of kinase signaling, yet can be challenging due to the transient nature of kinase phosphorylation and potential for downstream indirect phosphorylation events. However, with recent advances in proteomic approaches, our understanding of kinase function in Apicomplexa has improved dramatically. Here, we discuss methods that have been used to identify kinase substrates in apicomplexan parasites, classifying them into three main categories: i) kinase interactome, ii) indirect phosphoproteomics and iii) direct labeling. We briefly discuss each approach, including their advantages and limitations, and highlight representative examples from the Apicomplexa literature. Finally, we conclude each main category by introducing prospective approaches from other fields that would benefit kinase substrate identification in Apicomplexa.
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Affiliation(s)
- Gabriel Cabral
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - William J Moss
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Kevin M Brown
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
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2
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Recent advance on PTP1B inhibitors and their biomedical applications. Eur J Med Chem 2020; 199:112376. [DOI: 10.1016/j.ejmech.2020.112376] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 04/22/2020] [Accepted: 04/22/2020] [Indexed: 12/17/2022]
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3
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Miniaturized technologies for high-throughput drug screening enzymatic assays and diagnostics – A review. Trends Analyt Chem 2020. [DOI: 10.1016/j.trac.2020.115862] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Abstract
Peptide libraries are a highly useful tool for drug development. While most preparations of peptide libraries are laborious during either the synthesis or its screening, the SPOT synthesis offers the possibility of directly synthesizing large numbers of peptides on a planar surface. As a positionally addressable, multiple solid-phase synthesis technique, the synthesis allows a very convenient handling during the screening of that peptide library in a form of an array. This publication will provide protocols for the basic procedures of the SPOT synthesis and references to some important literature regarding that technique and its application.
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5
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Application of modified histone peptide arrays in chromatin research. Arch Biochem Biophys 2019; 661:31-38. [DOI: 10.1016/j.abb.2018.10.019] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 10/26/2018] [Accepted: 10/29/2018] [Indexed: 01/15/2023]
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6
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Jung SH, Kwon MH, Lee SH, Han ET, Park WS, Hong SH, Kim YM, Ha KS. High-throughput investigation of transglutaminase 2 kinase regulation using a novel cysteine-modified peptide array. Anal Biochem 2018; 559:62-70. [PMID: 30165045 DOI: 10.1016/j.ab.2018.08.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 08/23/2018] [Accepted: 08/24/2018] [Indexed: 12/19/2022]
Abstract
Transglutaminase 2 (TGase2) kinase has emerged as an important regulator of apoptosis as well as chromatin structure and function; however, details about the pathophysiological functions of TGase2 kinase have been limited because of the lack of a suitable activity assay for systematic investigation of TGase2 kinase regulation in a high-throughput manner. Thus, we developed a novel on-chip TGase2 kinase activity assay using a cysteine-modified insulin-like growth factor-binding protein-3-derived peptide (CMI peptide) on an array platform. This peptide array-based activity assay was reproducible, with a detection limit of 2.127 μg/ml. We successfully applied this assay to investigate the effects of thiol-reactive compounds and divalent cations on TGase2 kinase by determining the half maximal inhibitory concentrations (IC50). Thiol-reactive compounds inhibited TGase2 kinase activity in a concentration-dependent manner, with IC50 values ranging from 0.125 to 5.550 mM. Divalent metal cations also showed a concentration-dependent inhibition, with IC50 values ranging from 0.005 to 1.937 mM; however, Ca2+ had no effect on TGase2 kinase activity. Thus, this novel kinase activity assay using the CMI peptide array described here is suitable for systematic investigation of TGase2 kinase regulation and may be useful for investigating the roles of TGase2 kinase in pathogenesis of kinase-mediated diseases.
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Affiliation(s)
- Se-Hui Jung
- Department of Molecular and Cellular Biochemistry, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, 200-701, South Korea
| | - Mi-Hye Kwon
- Department of Molecular and Cellular Biochemistry, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, 200-701, South Korea
| | - Seong-Hyeon Lee
- Department of Molecular and Cellular Biochemistry, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, 200-701, South Korea
| | - Eun-Taek Han
- Department of Medical Environmental Biology and Tropical Medicine, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, 200-701, South Korea
| | - Won Sun Park
- Department of Physiology, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, 200-701, South Korea
| | - Seok-Ho Hong
- Department of Internal Medicine, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, 200-701, South Korea
| | - Young-Myeong Kim
- Department of Molecular and Cellular Biochemistry, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, 200-701, South Korea
| | - Kwon-Soo Ha
- Department of Molecular and Cellular Biochemistry, Kangwon National University School of Medicine, Chuncheon, Kangwon-Do, 200-701, South Korea.
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Battle LJ, Chambers TC. Small peptide substrates and high resolution peptide gels for the analysis of site-specific protein phosphorylation and dephosphorylation. J Biol Methods 2017; 4. [PMID: 29242808 PMCID: PMC5726596 DOI: 10.14440/jbm.2017.199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Protein phosphorylation and dephosphorylation reactions play key regulatory roles in many fundamental cellular processes. Due to the large number of kinases and phosphatases in the genome, the identification of the specific enzymes responsible for a given site in a given protein is immensely challenging. However, because protein kinases and phosphatases recognize local specificity determinants within proteins, it is possible to use small peptides to study the characteristics of site-specific phosphorylation. In addition, phosphorylation usually causes retardation in gel mobility, providing an opportunity to investigate peptide phosphorylation and dephosphorylation by monitoring migration on high resolution peptide gels. In this study, we demonstrate the utility of such a technique using small peptides corresponding to cyclin-dependent kinase-1 (Cdk1)/cyclin B1 sites in two important apoptotic regulatory proteins, Bcl-xL and caspase-9. We show that the mobility of the peptides is retarded following Cdk1-mediated phosphorylation, and that peptide dephosphorylation, catalyzed either by purified phosphatase or by crude cell extracts, is readily observable by increased peptide gel mobility. Furthermore, the procedure can be conducted without the use of radioactive adenosine triphosphate (ATP), and does not require any specialized reagents or apparatus. The method can be used to identify and characterize specific kinase and phosphatases responsible for phosphorylation and dephosphorylation of specific sites in any protein of interest.
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Affiliation(s)
- Laura Johnson Battle
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Timothy C Chambers
- Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
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8
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ten Brummelhuis N, Wilke P, Börner HG. Identification of Functional Peptide Sequences to Lead the Design of Precision Polymers. Macromol Rapid Commun 2017; 38. [DOI: 10.1002/marc.201700632] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Revised: 09/26/2017] [Indexed: 12/16/2022]
Affiliation(s)
- Niels ten Brummelhuis
- Laboratory for Organic Synthesis of Functional Systems; Department of Chemistry; Humboldt-Universität zu Berlin; Brook-Taylor-Str. 2 D-12489 Berlin Germany
| | - Patrick Wilke
- Laboratory for Organic Synthesis of Functional Systems; Department of Chemistry; Humboldt-Universität zu Berlin; Brook-Taylor-Str. 2 D-12489 Berlin Germany
| | - Hans G. Börner
- Laboratory for Organic Synthesis of Functional Systems; Department of Chemistry; Humboldt-Universität zu Berlin; Brook-Taylor-Str. 2 D-12489 Berlin Germany
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Huhtinen A, Hongisto V, Laiho A, Löyttyniemi E, Pijnenburg D, Scheinin M. Gene expression profiles and signaling mechanisms in α 2B-adrenoceptor-evoked proliferation of vascular smooth muscle cells. BMC SYSTEMS BIOLOGY 2017; 11:65. [PMID: 28659168 PMCID: PMC5490158 DOI: 10.1186/s12918-017-0439-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 06/09/2017] [Indexed: 12/31/2022]
Abstract
BACKGROUND α2-adrenoceptors are important regulators of vascular tone and blood pressure. Regulation of cell proliferation is a less well investigated consequence of α2-adrenoceptor activation. We have previously shown that α2B-adrenoceptor activation stimulates proliferation of vascular smooth muscle cells (VSMCs). This may be important for blood vessel development and plasticity and for the pathology and therapeutics of cardiovascular disorders. The underlying cellular mechanisms have remained mostly unknown. This study explored pathways of regulation of gene expression and intracellular signaling related to α2B-adrenoceptor-evoked VSMC proliferation. RESULTS The cellular mechanisms and signaling pathways of α2B-adrenoceptor-evoked proliferation of VSMCs are complex and include redundancy. Functional enrichment analysis and pathway analysis identified differentially expressed genes associated with α2B-adrenoceptor-regulated VSMC proliferation. They included the upregulated genes Egr1, F3, Ptgs2 and Serpine1 and the downregulated genes Cx3cl1, Cav1, Rhoa, Nppb and Prrx1. The most highly upregulated gene, Lypd8, represents a novel finding in the VSMC context. Inhibitor library screening and kinase activity profiling were applied to identify kinases in the involved signaling pathways. Putative upstream kinases identified by two different screens included PKC, Raf-1, Src, the MAP kinases p38 and JNK and the receptor tyrosine kinases EGFR and HGF/HGFR. As a novel finding, the Src family kinase Lyn was also identified as a putative upstream kinase. CONCLUSIONS α2B-adrenoceptors may mediate their pro-proliferative effects in VSMCs by promoting the activity of bFGF and PDGF and the growth factor receptors EGFR, HGFR and VEGFR-1/2. The Src family kinase Lyn was also identified as a putative upstream kinase. Lyn is known to be expressed in VSMCs and has been identified as an important regulator of GPCR trafficking and GPCR effects on cell proliferation. Identified Ser/Thr kinases included several PKC isoforms and the β-adrenoceptor kinases 1 and 2. Cross-talk between the signaling mechanisms involved in α2B-adrenoceptor-evoked VSMC proliferation thus appears to involve PKC activation, subsequent changes in gene expression, transactivation of EGFR, and modulation of kinase activities and growth factor-mediated signaling. While many of the identified individual signals were relatively small in terms of effect size, many of them were validated by combining pathway analysis and our integrated screening approach.
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Affiliation(s)
- Anna Huhtinen
- Department of Pharmacology, Drug Development and Therapeutics, Institute of Biomedicine, University of Turku, Kiinamyllynkatu 10, FI-20520 Turku, Finland
- Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
| | - Vesa Hongisto
- Toxicology Division, Misvik Biology Oy, Turku, Finland
| | - Asta Laiho
- Turku Centre for Biotechnology, University of Turku and Åbo Akademi University, Turku, Finland
| | - Eliisa Löyttyniemi
- Department of Biostatistics, Department of Clinical Medicine, University of Turku, Turku, Finland
| | - Dirk Pijnenburg
- PamGene International BV, Wolvenhoek 10, 5211HH s’Hertogenbosch, The Netherlands
| | - Mika Scheinin
- Department of Pharmacology, Drug Development and Therapeutics, Institute of Biomedicine, University of Turku, Kiinamyllynkatu 10, FI-20520 Turku, Finland
- Unit of Clinical Pharmacology, Turku University Hospital, Turku, Finland
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10
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Haubrich BA, Swinney DC. Enzyme Activity Assays for Protein Kinases: Strategies to Identify Active Substrates. Curr Drug Discov Technol 2016; 13:2-15. [PMID: 26768716 DOI: 10.2174/1570163813666160115125930] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 01/13/2016] [Accepted: 01/13/2016] [Indexed: 11/22/2022]
Abstract
Protein kinases are an important class of enzymes and drug targets. New opportunities to discover medicines for neglected diseases can be leveraged by the extensive kinase tools and knowledge created in targeting human kinases. A valuable tool for kinase drug discovery is an enzyme assay that measures catalytic function. The functional assay can be used to identify inhibitors, estimate affinity, characterize molecular mechanisms of action (MMOAs) and evaluate selectivity. However, establishing an enzyme assay for a new kinases requires identification of a suitable substrate. Identification of a new kinase's endogenous physiologic substrate and function can be extremely costly and time consuming. Fortunately, most kinases are promiscuous and will catalyze the phosphotransfer from ATP to alternative substrates with differing degrees of catalytic efficiency. In this manuscript we review strategies and successes in the identification of alternative substrates for kinases from organisms responsible for many of the neglected tropical diseases (NTDs) towards the goal of informing strategies to identify substrates for new kinases. Approaches for establishing a functional kinase assay include measuring auto-activation and use of generic substrates and peptides. The most commonly used generic substrates are casein, myelin basic protein, and histone. Sequence homology modeling can provide insights into the potential substrates and the requirement for activation. Empirical approaches that can identify substrates include screening of lysates (which may also help identify native substrates) and use of peptide arrays. All of these approaches have been used with a varying degree of success to identify alternative substrates.
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Affiliation(s)
- Brad A Haubrich
- Institute for Rare and Neglected Diseases Drug Discovery, 897 Independence Ave, Suite 2C, Mountain View, CA 94043, USA.
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11
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Arrington JV, Hsu CC, Tao WA. Kinase Assay-Linked Phosphoproteomics: Discovery of Direct Kinase Substrates. Methods Enzymol 2016; 586:453-471. [PMID: 28137576 DOI: 10.1016/bs.mie.2016.11.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Dissection of direct kinase-substrate relationships provides invaluable information about phosphorylation pathways and can highlight both pathogenic mechanisms and possible drug targets for diseases in which abnormal kinase activity is linked to onset and progression. Here, we describe a mass spectrometry-based strategy to define the direct substrates of a kinase of interest. The kinase assay-linked phosphoproteomics approach examines putative kinase substrates both in vitro and in vivo to produce a list of highly confident substrates.
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Affiliation(s)
- J V Arrington
- Purdue University, West Lafayette, IN, United States; Purdue University Institute for Integrative Neuroscience, Purdue University, West Lafayette, IN, United States
| | - C-C Hsu
- Purdue University, West Lafayette, IN, United States
| | - W A Tao
- Purdue University, West Lafayette, IN, United States; Purdue University Institute for Integrative Neuroscience, Purdue University, West Lafayette, IN, United States; Purdue University Center for Cancer Research, Purdue University, West Lafayette, IN, United States.
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12
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Lai S, Winkler DFH, Zhang H, Pelech S. Determination of the Substrate Specificity of Protein Kinases with Peptide Micro- and Macroarrays. Methods Mol Biol 2016; 1360:183-202. [PMID: 26501911 DOI: 10.1007/978-1-4939-3073-9_14] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Elucidation of the key determinants for the phosphorylation site specificities of protein kinases facilitates identification of their physiological substrates, and serves to better define their critical roles in the signaling networks that underlie a multitude of cellular activities. Albeit with some apparent limitations, such as the lack of contextual information for secondary substrate-binding sites, the synthetic peptide-based approach has been adopted widely for the kinase specificity profiling studies, especially when they are used in an array format, which permits the screening of large numbers of potential peptide substrates in parallel. In this chapter, we present detailed protocols for determining protein kinase substrate specificity using an approach that involves both peptide microarrays and macroarrays. In particular, SPOT synthesis on macroarrays can be used to follow up on in silico predictions of protein kinase substrate specificity with predictive algorithms.
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Affiliation(s)
- Shenshen Lai
- Kinexus Bioinformatics Corporation, Suite 1, 8755 Ash Street, Vancouver, British Columbia, Canada, V6P 6T3
| | - Dirk F H Winkler
- Kinexus Bioinformatics Corporation, Suite 1, 8755 Ash Street, Vancouver, British Columbia, Canada, V6P 6T3
| | - Hong Zhang
- Kinexus Bioinformatics Corporation, Suite 1, 8755 Ash Street, Vancouver, British Columbia, Canada, V6P 6T3
| | - Steven Pelech
- Kinexus Bioinformatics Corporation, Suite 1, 8755 Ash Street, Vancouver, British Columbia, Canada, V6P 6T3.
- Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
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Kinoshita-Kikuta E, Kinoshita E, Koike T. Phosphopeptide Detection with Biotin-Labeled Phos-tag. Methods Mol Biol 2015; 1355:17-29. [PMID: 26584916 DOI: 10.1007/978-1-4939-3049-4_2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023]
Abstract
Protein kinases are widely considered to be invaluable target enzymes for drug discovery and for diagnosing diseases and assessing their prognosis. Effective analytical techniques for measuring the activities of cellular protein kinases are therefore required for studies in the field of phosphoproteomics. We have recently developed a highly sensitive microarray-based technique for tracing the activities of protein kinases. A series of peptides that are specific substrates of various protein kinases are immobilized on a glass slide and subjected to phosphorylation by cell lysates. The resulting phosphorylated forms of the various peptides are then selectively and simultaneously detected by using a phosphate-binding tag molecule, biotin-labeled Phos-tag, bound to horseradish peroxidase-conjugated streptavidin. Enhanced chemiluminescence signals can then be readily detected by using an automatic image analyzer. In this chapter, we describe a standard protocol for detecting phosphopeptides by biotin-labeled Phos-tag. We also describe a microarray system for high-throughput profiling of intracellular protein kinase activities. The Phos-tag-based method is expected to be useful in the rapid detection of the complex range of phosphorylation reactions involved in cellular signaling events, and it has potential applications in high-throughput screening of kinase activators or inhibitors.
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Affiliation(s)
- Emiko Kinoshita-Kikuta
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima, 734-8553, Japan
| | - Eiji Kinoshita
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima, 734-8553, Japan.
| | - Tohru Koike
- Department of Functional Molecular Science, Institute of Biomedical & Health Sciences, Hiroshima University, Hiroshima, 734-8553, Japan
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14
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Rohe A, Platzer C, Masch A, Greiner S, Henze C, Ihling C, Erdmann F, Schutkowski M, Sippl W, Schmidt M. Identification of peptidic substrates for the human kinase Myt1 using peptide microarrays. Bioorg Med Chem 2015; 23:4936-4942. [DOI: 10.1016/j.bmc.2015.05.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Revised: 05/11/2015] [Accepted: 05/12/2015] [Indexed: 01/25/2023]
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Ikeda H, Yayama Y, Hata A, Kamimoto J, Yamamoto T, Mori T, Katayama Y. PNA-tagged peptide microarrays for ratiometric activity detection of cellular protein kinases. ANAL SCI 2015; 30:631-5. [PMID: 24919666 DOI: 10.2116/analsci.30.631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Peptide microarrays can be used to measure the activity of multiple protein kinases (PKs), which can be used to elucidate kinomics for drug discovery and diagnosis. Here we demonstrated a new microarray for ratiometric detection of the activity of PKs using peptide nucleic acid (PNA)-tagged peptides labeled with two different fluorophores, Cy3 and Cy5. We successfully detected cellular PK activities based on ratiometry, and applied the system for evaluation of an inhibitory drug.
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Affiliation(s)
- Hiromu Ikeda
- Department of Applied Chemistry, Kyushu University
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16
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McAllister FE, Gygi SP. Correlation profiling for determining kinase-substrate relationships. Methods 2013; 61:227-35. [PMID: 23523655 DOI: 10.1016/j.ymeth.2013.03.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2012] [Revised: 02/23/2013] [Accepted: 03/10/2013] [Indexed: 01/23/2023] Open
Abstract
Arguably the most important issue in phosphorylation studies is the determination of kinase-substrate relationships. Kinase Activity-Abundance Correlation (KAAC) profiling is a technique that can be used to suggest the kinase responsible for a particular phosphorylation event. The method involves the separation of a lysate at the protein level, after which fractions are analyzed to produce an activity profile for each substrate peptide. This activity profile is correlated with the kinase abundance profiles (obtained using shotgun proteomics) to obtain candidate kinases responsible for phosphorylation of the substrate peptide. We demonstrate this approach by determining potential kinase-substrate pairs for six peptides, selected from the literature, that were shown to be upregulated during mitosis. Finally, for a subset of fractions we evaluated the use of stable isotope labeling to improve quantification.
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Affiliation(s)
- Fiona E McAllister
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA
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17
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Andreatta M, Lund O, Nielsen M. Simultaneous alignment and clustering of peptide data using a Gibbs sampling approach. ACTA ACUST UNITED AC 2012; 29:8-14. [PMID: 23097419 DOI: 10.1093/bioinformatics/bts621] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
MOTIVATION Proteins recognizing short peptide fragments play a central role in cellular signaling. As a result of high-throughput technologies, peptide-binding protein specificities can be studied using large peptide libraries at dramatically lower cost and time. Interpretation of such large peptide datasets, however, is a complex task, especially when the data contain multiple receptor binding motifs, and/or the motifs are found at different locations within distinct peptides. RESULTS The algorithm presented in this article, based on Gibbs sampling, identifies multiple specificities in peptide data by performing two essential tasks simultaneously: alignment and clustering of peptide data. We apply the method to de-convolute binding motifs in a panel of peptide datasets with different degrees of complexity spanning from the simplest case of pre-aligned fixed-length peptides to cases of unaligned peptide datasets of variable length. Example applications described in this article include mixtures of binders to different MHC class I and class II alleles, distinct classes of ligands for SH3 domains and sub-specificities of the HLA-A*02:01 molecule. AVAILABILITY The Gibbs clustering method is available online as a web server at http://www.cbs.dtu.dk/services/GibbsCluster.
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Affiliation(s)
- Massimo Andreatta
- Center for Biological Sequence Analysis, Technical University of Denmark, DK-2800 Lyngby, Denmark.
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18
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Praneenararat T, Palmer AG, Blackwell HE. Chemical methods to interrogate bacterial quorum sensing pathways. Org Biomol Chem 2012; 10:8189-99. [PMID: 22948815 PMCID: PMC3480174 DOI: 10.1039/c2ob26353j] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Bacteria frequently manifest distinct phenotypes as a function of cell density in a phenomenon known as quorum sensing (QS). This intercellular signalling process is mediated by "chemical languages" comprised of low-molecular weight signals, known as autoinducers, and their cognate receptor proteins. As many of the phenotypes regulated by QS can have a significant impact on the success of pathogenic or mutualistic prokaryotic-eukaryotic interactions, there is considerable interest in methods to probe and modulate QS pathways with temporal and spatial control. Such methods would be valuable for both basic research in bacterial ecology and in practical medicinal, agricultural, and industrial applications. Toward this goal, considerable recent research has been focused on the development of chemical approaches to study bacterial QS pathways. In this Perspective, we provide an overview of the use of chemical probes and techniques in QS research. Specifically, we focus on: (1) combinatorial approaches for the discovery of small molecule QS modulators, (2) affinity chromatography for the isolation of QS receptors, (3) reactive and fluorescent probes for QS receptors, (4) antibodies as quorum "quenchers," (5) abiotic polymeric "sinks" and "pools" for QS signals, and (6) the electrochemical sensing of QS signals. The application of such chemical methods can offer unique advantages for both elucidating and manipulating QS pathways in culture and under native conditions.
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Affiliation(s)
| | | | - Helen E. Blackwell
- Department of Chemistry, University of Wisconsin-Madison, 1101 University Ave., Madison, WI 53706, USA. Fax: +1 (608) 265-4534; Tel: +1 (608) 262-1503
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Peppelenbosch MP. Kinome profiling. SCIENTIFICA 2012; 2012:306798. [PMID: 24278683 PMCID: PMC3820527 DOI: 10.6064/2012/306798] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/24/2012] [Accepted: 07/12/2012] [Indexed: 06/02/2023]
Abstract
The use of arrays in genomics has led to a fast and reliable way to screen the transcriptome of an organism. It can be automated and analysis tools have become available and hence the technique has become widely used within the past few years. Signal-transduction routes rely mainly on the phosphorylation status of already available proteins; therefore kinases are central players in signal-transduction routes. The array technology can now also be used for the analysis of the kinome. To enable array analysis, consensus peptides for kinases are spot on a solid support. After incubation with cell lysates and in the presence of radioactive ATP, radioactive peptides can be visualized and the kinases that are active in the cells can be determined. The present paper reviews comprehensively the different kinome array platforms available and results obtained hitherto using such platforms. It will appear that this technology does not disappoint its high expectations and is especially powerful because of its species independence. Nevertheless, improvements are still possible and I shall also sketch future possible directions.
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Affiliation(s)
- Maikel P. Peppelenbosch
- Department of Gastroenterology and Hepatology, Erasmus MC University Medical Center Rotterdam, L-459, P.O. Box 2040, NL-3000 CA Rotterdam, The Netherlands
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Kozlov IA, Thomsen ER, Munchel SE, Villegas P, Capek P, Gower AJ, Pond SJK, Chudin E, Chee MS. A highly scalable peptide-based assay system for proteomics. PLoS One 2012; 7:e37441. [PMID: 22701568 PMCID: PMC3373263 DOI: 10.1371/journal.pone.0037441] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2012] [Accepted: 04/19/2012] [Indexed: 11/18/2022] Open
Abstract
We report a scalable and cost-effective technology for generating and screening high-complexity customizable peptide sets. The peptides are made as peptide-cDNA fusions by in vitro transcription/translation from pools of DNA templates generated by microarray-based synthesis. This approach enables large custom sets of peptides to be designed in silico, manufactured cost-effectively in parallel, and assayed efficiently in a multiplexed fashion. The utility of our peptide-cDNA fusion pools was demonstrated in two activity-based assays designed to discover protease and kinase substrates. In the protease assay, cleaved peptide substrates were separated from uncleaved and identified by digital sequencing of their cognate cDNAs. We screened the 3,011 amino acid HCV proteome for susceptibility to cleavage by the HCV NS3/4A protease and identified all 3 known trans cleavage sites with high specificity. In the kinase assay, peptide substrates phosphorylated by tyrosine kinases were captured and identified by sequencing of their cDNAs. We screened a pool of 3,243 peptides against Abl kinase and showed that phosphorylation events detected were specific and consistent with the known substrate preferences of Abl kinase. Our approach is scalable and adaptable to other protein-based assays.
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Affiliation(s)
- Igor A Kozlov
- Prognosys Biosciences Inc., La Jolla, California, United States of America.
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21
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Peptide Arrays. MICROARRAYS IN DIAGNOSTICS AND BIOMARKER DEVELOPMENT 2012. [PMCID: PMC7193736 DOI: 10.1007/978-3-642-28203-4_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Despite the concern over the potential loss of structural information as a result of the use of peptides as opposed to proteins as molecular probes, peptide arrays have been implemented in a broad range of applications including antibody screening and epitope mapping, characterization of molecular interactions, and enzymatic activity profiling, and they have become a valuable tool for proteomics research. In this chapter, we first (Sect. 7.1) recapitulate the development of these arrays and highlight a couple of key improvements in the array production and the application in proteomics research. For clinical and biomarker development applications, it is important to measure entities that are directly related to physiological function (and dysfunction). In this respect, the assessment of enzymatic activities is obviously preferable to genotyping, expression profiling, or even measurement of protein amounts. In Sect. 7.2, an original technology based on peptides arrayed onto a porous support allows detailed profiling of kinase activities in a biological sample. The applications described range from kinase characterization to inhibition profiles, detection of off-target effects, and drug response prediction in a clinical setting, allowing rational choice of the drug to be used. Such directly functional approaches will have an important role in the transition to more personalized medicine. Finally, in Sect. 7.3, a recently developed method for “laser printing” of peptide arrays that will make these approaches much more practical is presented.
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Jung SH, Kong DH, Park SW, Kim YM, Ha KS. Quantitative kinetics of proteolytic enzymes determined by a surface concentration-based assay using peptide arrays. Analyst 2012; 137:3814-20. [DOI: 10.1039/c2an35080g] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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23
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Huang Y, Thelen JJ. KiC assay: a quantitative mass spectrometry-based approach for kinase client screening and activity analysis [corrected]. Methods Mol Biol 2012; 893:359-70. [PMID: 22665311 DOI: 10.1007/978-1-61779-885-6_22] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Protein phosphorylation is one of the most important posttranslational modifications (PTMs) involved in the transduction of cellular signals. The number of kinases in eukaryotic genomes ranges from several hundred to over one thousand. And with rapidly evolving mass spectrometry (MS)-based approaches, thousands to tens of thousands of phosphorylation sites (phosphosites) have been reported from various eukaryotic organisms, from man to plants. In this relative context, few bona fide kinase-client relationships have been identified to date. To merge the gap between these phosphosites and the cognate kinases that beget these events, comparable large-scale methodologies are required. We describe in detail a MS-based method for identifying kinase-client interactions and quantifying kinase activity. We term this novel Kinase-Client assay, the KiC assay. The KiC assay relies upon the fact that substrate specificities of many kinases are largely determined by primary amino acid sequence or phosphorylation motifs, which consist of key amino acids surrounding the phosphorylation sites. The workflow for detecting kinase-substrate interactions includes four major steps: (1) preparation of purified kinases and synthetic peptide library, (2) in vitro kinase peptide library assay, (3) liquid chromatography (LC)-tandem MS (MS/MS) analysis, and (4) data processing and interpretation. Kinase activity is quantified with the KiC assay by monitoring spectral counts of phosphorylated and unphosphorylated peptides as the readout from LC-tandem mass spectrometry. The KiC assay can be applied as a discovery assay to screen kinases against a synthetic peptide library to find kinase-client relationships or as a targeted assay to characterize kinase kinetics.
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Affiliation(s)
- Yadong Huang
- Interdisciplinary Plant Group, Department of Biochemistry, University of Missouri-Columbia, Columbia, MO, USA
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24
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H S Lu C, Liu K, Tan LP, Yao SQ. Current chemical biology tools for studying protein phosphorylation and dephosphorylation. Chemistry 2011; 18:28-39. [PMID: 22161995 DOI: 10.1002/chem.201103206] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2011] [Indexed: 12/12/2022]
Abstract
Amongst different posttranslational events involved in cellular-signaling pathways, phosphorylation and dephosphorylation of proteins are the most prevalent. Aberrant regulations in the cellular phosphoproteome network are implicated in most major human diseases. Consequently, kinases and phosphatases are two of the most important groups of drug targets in medicinal research today. A major challenge in the understanding of protein phosphorylation and dephosphorylation is the sheer complexity of the phosphoproteome network and the lack of tools capable of studying protein phosphorylation and dephosphorylation as they occur in cells. We highlight herein various chemical biology tools that have emerged in the last decade for such studies. First, we discuss the use of small-molecule mimics of phosphoamino acids and their use in elucidating the function of protein phosphorylation and dephosphorylation. We also introduce recent advances in the field of activity-based protein profiling (ABPP) for proteome-wide detection of protein phosphorylation and dephosphorylation. We next discuss the key concepts in the design of peptide- and protein-based biosensors capable of real-time reporting of phosphorylation/dephosphorylation events. Finally, we highlight the application of peptide and small-molecule microarrays (SMMs), and their applications in high-throughput screening and discovery of new compounds related to phosphorylation/dephosphorylation.
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Affiliation(s)
- Candy H S Lu
- Department of Chemistry, National University of Singapore, 3 Science Drive 3, Singapore 117543, Singapore
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25
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Andreatta M, Schafer-Nielsen C, Lund O, Buus S, Nielsen M. NNAlign: a web-based prediction method allowing non-expert end-user discovery of sequence motifs in quantitative peptide data. PLoS One 2011; 6:e26781. [PMID: 22073191 PMCID: PMC3206854 DOI: 10.1371/journal.pone.0026781] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2011] [Accepted: 10/04/2011] [Indexed: 11/19/2022] Open
Abstract
Recent advances in high-throughput technologies have made it possible to generate both gene and protein sequence data at an unprecedented rate and scale thereby enabling entirely new “omics”-based approaches towards the analysis of complex biological processes. However, the amount and complexity of data that even a single experiment can produce seriously challenges researchers with limited bioinformatics expertise, who need to handle, analyze and interpret the data before it can be understood in a biological context. Thus, there is an unmet need for tools allowing non-bioinformatics users to interpret large data sets. We have recently developed a method, NNAlign, which is generally applicable to any biological problem where quantitative peptide data is available. This method efficiently identifies underlying sequence patterns by simultaneously aligning peptide sequences and identifying motifs associated with quantitative readouts. Here, we provide a web-based implementation of NNAlign allowing non-expert end-users to submit their data (optionally adjusting method parameters), and in return receive a trained method (including a visual representation of the identified motif) that subsequently can be used as prediction method and applied to unknown proteins/peptides. We have successfully applied this method to several different data sets including peptide microarray-derived sets containing more than 100,000 data points. NNAlign is available online at http://www.cbs.dtu.dk/services/NNAlign.
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Affiliation(s)
- Massimo Andreatta
- Center for Biological Sequence Analysis, Technical University of Denmark, Kongens Lyngby, Denmark.
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26
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Renard BY, Löwer M, Kühne Y, Reimer U, Rothermel A, Türeci O, Castle JC, Sahin U. rapmad: Robust analysis of peptide microarray data. BMC Bioinformatics 2011; 12:324. [PMID: 21816082 PMCID: PMC3174949 DOI: 10.1186/1471-2105-12-324] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2011] [Accepted: 08/04/2011] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Peptide microarrays offer an enormous potential as a screening tool for peptidomics experiments and have recently seen an increased field of application ranging from immunological studies to systems biology. By allowing the parallel analysis of thousands of peptides in a single run they are suitable for high-throughput settings. Since data characteristics of peptide microarrays differ from DNA oligonucleotide microarrays, computational methods need to be tailored to these specifications to allow a robust and automated data analysis. While follow-up experiments can ensure the specificity of results, sensitivity cannot be recovered in later steps. Providing sensitivity is thus a primary goal of data analysis procedures. To this end we created rapmad (Robust Alignment of Peptide MicroArray Data), a novel computational tool implemented in R. RESULTS We evaluated rapmad in antibody reactivity experiments for several thousand peptide spots and compared it to two existing algorithms for the analysis of peptide microarrays. rapmad displays competitive and superior behavior to existing software solutions. Particularly, it shows substantially improved sensitivity for low intensity settings without sacrificing specificity. It thereby contributes to increasing the effectiveness of high throughput screening experiments. CONCLUSIONS rapmad allows the robust and sensitive, automated analysis of high-throughput peptide array data. The rapmad R-package as well as the data sets are available from http://www.tron-mz.de/compmed.
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Affiliation(s)
- Bernhard Y Renard
- The Institute for Translational Oncology and Immunology (TrOn), 55131 Mainz, Germany
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27
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Wang J, Cao Y, Li Y, Liang Z, Li G. Electrochemical strategy for detection of phosphorylation based on enzyme-linked electrocatalysis. J Electroanal Chem (Lausanne) 2011. [DOI: 10.1016/j.jelechem.2010.10.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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28
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Plaza-Menacho I, Morandi A, Mologni L, Boender P, Gambacorti-Passerini C, Magee AI, Hofstra RMW, Knowles P, McDonald NQ, Isacke CM. Focal adhesion kinase (FAK) binds RET kinase via its FERM domain, priming a direct and reciprocal RET-FAK transactivation mechanism. J Biol Chem 2011; 286:17292-302. [PMID: 21454698 DOI: 10.1074/jbc.m110.168500] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Whether RET is able to directly phosphorylate and activate downstream targets independently of the binding of proteins that contain Src homology 2 or phosphotyrosine binding domains and whether mechanisms in trans by cytoplasmic kinases can modulate RET function and signaling remain largely unexplored. In this study, oligopeptide arrays were used to screen substrates directly phosphorylated by purified recombinant wild-type and oncogenic RET kinase domain in the presence or absence of small molecule inhibitors. The results of the peptide array were validated by enzyme kinetics, in vitro kinase, and cell-based experiments. The identification of focal adhesion kinase (FAK) as a direct substrate for RET kinase revealed (i) a RET-FAK transactivation mechanism consisting of direct phosphorylation of FAK Tyr-576/577 by RET and a reciprocal phosphorylation of RET by FAK, which crucially is able to rescue the kinase-impaired RET K758M mutant and (ii) that FAK binds RET via its FERM domain. Interestingly, this interaction is abolished upon RET phosphorylation, indicating that RET binding to the FERM domain of FAK is a priming step for RET-FAK transactivation. Finally, our data indicate that FAK inhibitors could be used as potential therapeutic agents for patients with multiple endocrine neoplasia type 2 tumors because both, treatment with the FAK kinase inhibitor NVP-TAE226 and FAK down-regulation by siRNA reduced RET phosphorylation and signaling as well as the proliferation and survival of tumor and transfected cell lines expressing oncogenic RET.
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Affiliation(s)
- Iván Plaza-Menacho
- Breakthrough Breast Cancer Research Centre, Institute of Cancer Research, London SW3 6JB, United Kingdom.
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29
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Van Damme P, Evjenth R, Foyn H, Demeyer K, De Bock PJ, Lillehaug JR, Vandekerckhove J, Arnesen T, Gevaert K. Proteome-derived peptide libraries allow detailed analysis of the substrate specificities of N(alpha)-acetyltransferases and point to hNaa10p as the post-translational actin N(alpha)-acetyltransferase. Mol Cell Proteomics 2011; 10:M110.004580. [PMID: 21383206 DOI: 10.1074/mcp.m110.004580] [Citation(s) in RCA: 118] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The impact of N(α)-terminal acetylation on protein stability and protein function in general recently acquired renewed and increasing attention. Although the substrate specificity profile of the conserved enzymes responsible for N(α)-terminal acetylation in yeast has been well documented, the lack of higher eukaryotic models has hampered the specificity profile determination of N(α)-acetyltransferases (NATs) of higher eukaryotes. The fact that several types of protein N termini are acetylated by so far unknown NATs stresses the importance of developing tools for analyzing NAT specificities. Here, we report on a method that implies the use of natural, proteome-derived modified peptide libraries, which, when used in combination with two strong cation exchange separation steps, allows for the delineation of the in vitro specificity profiles of NATs. The human NatA complex, composed of the auxiliary hNaa15p (NATH/hNat1) subunit and the catalytic hNaa10p (hArd1) and hNaa50p (hNat5) subunits, cotranslationally acetylates protein N termini initiating with Ser, Ala, Thr, Val, and Gly following the removal of the initial Met. In our studies, purified hNaa50p preferred Met-Xaa starting N termini (Xaa mainly being a hydrophobic amino acid) in agreement with previous data. Surprisingly, purified hNaa10p preferred acidic N termini, representing a group of in vivo acetylated proteins for which there are currently no NAT(s) identified. The most prominent representatives of the group of acidic N termini are γ- and β-actin. Indeed, by using an independent quantitative assay, hNaa10p strongly acetylated peptides representing the N termini of both γ- and β-actin, and only to a lesser extent, its previously characterized substrate motifs. The immunoprecipitated NatA complex also acetylated the actin N termini efficiently, though displaying a strong shift in specificity toward its known Ser-starting type of substrates. Thus, complex formation of NatA might alter the substrate specificity profile as compared with its isolated catalytic subunits, and, furthermore, NatA or hNaa10p may function as a post-translational actin N(α)-acetyltransferase.
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Affiliation(s)
- Petra Van Damme
- Department of Medical Protein Research, VIB, B-9000 Ghent, Belgium
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30
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Wanichawan P, Louch WE, Hortemo KH, Austbø B, Lunde PK, Scott JD, Sejersted OM, Carlson CR. Full-length cardiac Na+/Ca2+ exchanger 1 protein is not phosphorylated by protein kinase A. Am J Physiol Cell Physiol 2011; 300:C989-97. [PMID: 21289289 DOI: 10.1152/ajpcell.00196.2010] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The cardiac Na(+)/Ca(2+) exchanger 1 (NCX1) is an important regulator of intracellular Ca(2+) homeostasis and cardiac function. Several studies have indicated that NCX1 is phosphorylated by the cAMP-dependent protein kinase A (PKA) in vitro, which increases its activity. However, this finding is controversial and no phosphorylation site has so far been identified. Using bioinformatic analysis and peptide arrays, we screened NCX1 for putative PKA phosphorylation sites. Although several NCX1 synthetic peptides were phosphorylated by PKA in vitro, only one PKA site (threonine 731) was identified after mutational analysis. To further examine whether NCX1 protein could be PKA phosphorylated, wild-type and alanine-substituted NCX1-green fluorescent protein (GFP)-fusion proteins expressed in human embryonic kidney (HEK)293 cells were generated. No phosphorylation of full-length or calpain- or caspase-3 digested NCX1-GFP was observed with purified PKA-C and [γ-(32)P]ATP. Immunoblotting experiments with anti-PKA substrate and phosphothreonine-specific antibodies were further performed to investigate phosphorylation of endogenous NCX1. Phospho-NCX1 levels were also not increased after forskolin or isoproterenol treatment in vivo, in isolated neonatal cardiomyocytes, or in total heart homogenate. These data indicate that the novel in vitro PKA phosphorylation site is inaccessible in full-length as well as in calpain- or caspase-3 digested NCX1 protein, suggesting that NCX1 is not a direct target for PKA phosphorylation.
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Affiliation(s)
- Pimthanya Wanichawan
- Institute for Experimental Medical Research, Oslo Univ. Hospital, Ullevaal, Oslo, Norway.
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31
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SHIMOMURA T, HAN X, HATA A, NIIDOME T, MORI T, KATAYAMA Y. Optimization of Peptide Density on Microarray Surface for Quantitative Phosphoproteomics. ANAL SCI 2011; 27:13-7. [DOI: 10.2116/analsci.27.13] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
| | - Xiaoming HAN
- Department of Applied Chemistry, Kyushu University
| | - Akito HATA
- Department of Applied Chemistry, Kyushu University
| | - Takuro NIIDOME
- Department of Applied Chemistry, Kyushu University
- Center for Future Chemistry, Kyushu University
| | - Takeshi MORI
- Department of Applied Chemistry, Kyushu University
- Center for Future Chemistry, Kyushu University
| | - Yoshiki KATAYAMA
- Department of Applied Chemistry, Kyushu University
- Center for Future Chemistry, Kyushu University
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33
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Kim EM, Kim J, Kim YG, Lee P, Shin DS, Kim M, Hahn JS, Lee YS, Kim BG. Development of high-throughput phosphorylation profiling method for identification of Ser/Thr kinase specificity. J Pept Sci 2010; 17:392-7. [DOI: 10.1002/psc.1312] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2010] [Revised: 09/07/2010] [Accepted: 09/14/2010] [Indexed: 01/21/2023]
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Monton MRN, Lebert JM, Little JRL, Nair JJ, McNulty J, Brennan JD. A Sol−Gel-Derived Acetylcholinesterase Microarray for Nanovolume Small-Molecule Screening. Anal Chem 2010; 82:9365-73. [PMID: 20949898 DOI: 10.1021/ac101949s] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Maria Rowena N. Monton
- Department of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W, Hamilton, Ontario L8S 4M1, Canada
| | - Julie M. Lebert
- Department of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W, Hamilton, Ontario L8S 4M1, Canada
| | - Jessamyn R. L. Little
- Department of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W, Hamilton, Ontario L8S 4M1, Canada
| | - Jerald James Nair
- Department of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W, Hamilton, Ontario L8S 4M1, Canada
| | - James McNulty
- Department of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W, Hamilton, Ontario L8S 4M1, Canada
| | - John D. Brennan
- Department of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W, Hamilton, Ontario L8S 4M1, Canada
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Wu D, Sylvester JE, Parker LL, Zhou G, Kron SJ. Peptide reporters of kinase activity in whole cell lysates. Biopolymers 2010; 94:475-86. [PMID: 20593469 DOI: 10.1002/bip.21401] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Kinase assays are used to screen for small-molecule inhibitors that may show promise as targeted pharmaceutical therapies. Using cell lysates instead of purified kinases provides a more accurate estimate of inhibitor sensitivity and selectivity in a biological setting. This review summarizes the range of homogeneous (solution-phase) and heterogeneous (solid-supported) formats available for using peptide substrates to monitor kinase activities in cell lysates. With a focus on heterogeneous kinase assays, the peptide substrate Abltide is used as a model to optimize presentation geometries and the modular arrangement of short sequences for kinase recognition. We present results from peptides immobilized on two- and three-dimensional surfaces such as hydrogels on 96-well plates and glass slides, and fluorescent Luminex beads. We discuss methods to increase assay sensitivity using chemifluorescent ELISAs, antibody-based recognition, and label-free mass spectrometry. Monitoring the activity of specific kinases in cell lysates presents challenges that can be overcome by manipulating peptide substrates to optimize assay conditions. In particular, signal-to-background ratios were improved by (1) adding long branched hydrophilic linkers between the substrate and the surface, (2) changing the orientation of peptides relative to the surface, and (3) including peptide ligands in cis or in trans to recruit kinases to the surface. By improving the accessibility of immobilized peptide substrates to kinases in solution, the apparent rate of phosphorylation increased and assays were more sensitive to changes in endogenous kinase activities. These strategies can be generalized to improve the reactivity of most peptide substrates used in heterogeneous kinase assays with cell lysates.
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Affiliation(s)
- Ding Wu
- Ludwig Center for Metastasis Research, The University of Chicago, Chicago, IL 60637, USA
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36
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Microarray-based enzyme profiling: Recent advances and applications (Review). Biointerphases 2010; 5:FA24-31. [DOI: 10.1116/1.3462969] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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37
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Huang Y, Houston NL, Tovar-Mendez A, Stevenson SE, Miernyk JA, Randall DD, Thelen JJ. A quantitative mass spectrometry-based approach for identifying protein kinase clients and quantifying kinase activity. Anal Biochem 2010; 402:69-76. [DOI: 10.1016/j.ab.2010.03.028] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2010] [Accepted: 03/22/2010] [Indexed: 01/09/2023]
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38
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Li T, Liu D, Wang Z. Screening Kinase Inhibitors with a Microarray-Based Fluorescent and Resonance Light Scattering Assay. Anal Chem 2010; 82:3067-72. [DOI: 10.1021/ac902804h] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Tao Li
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, China, and Graduate School of the Chinese Academy of Sciences, Beijing 100039, P. R. China
| | - Dianjun Liu
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, China, and Graduate School of the Chinese Academy of Sciences, Beijing 100039, P. R. China
| | - Zhenxin Wang
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, 130022, China, and Graduate School of the Chinese Academy of Sciences, Beijing 100039, P. R. China
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39
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Facile construction of fluorescent peptide microarrays: One-step fluorescent derivatization of sub-microscale peptide aldehydes for selective terminal immobilization. Anal Biochem 2010; 398:132-4. [PMID: 19903446 DOI: 10.1016/j.ab.2009.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2009] [Revised: 10/30/2009] [Accepted: 11/04/2009] [Indexed: 11/20/2022]
Abstract
In this note, we demonstrate the utility of bifunctional fluorescent linkers to facilitate the construction of peptide microarrays with either an N- or a C-terminal alkylamine for directionally preferred peptide immobilization. Significantly, these small tags facilitate high-performance liquid chromatography (HPLC) profiling while limiting interference with antigen-antibody interactions after peptide immobilization. In a model peptide-antibody binding assay, a sequence-dependent orientation effect of antibody binding to a series of peptide ligands was demonstrated. This approach provides a strategy that can be applied to a variety of peptide microarray-based detection systems.
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40
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Lin J, Xie Z, Zhu H, Qian J. Understanding protein phosphorylation on a systems level. Brief Funct Genomics 2010; 9:32-42. [PMID: 20056723 DOI: 10.1093/bfgp/elp045] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Protein kinase phosphorylation is central to the regulation and control of protein and cellular function. Over the past decade, the development of many high-throughput approaches has revolutionized the understanding of protein phosphorylation and allowed rapid and unbiased surveys of phosphoproteins and phosphorylation events. In addition to this technological advancement, there have also been computational improvements; recent studies on network models of protein phosphorylation have provided many insights into the cellular processes and pathways regulated by phosphorylation. This article gives an overview of experimental and computational techniques for identifying and analyzing protein phosphorylation on a systems level.
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Affiliation(s)
- Jimmy Lin
- Department of Ophthalmology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
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41
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Collet BYM, Nagashima T, Yu MS, Pohl NLB. Fluorous-based Peptide Microarrays for Protease Screening. J Fluor Chem 2009; 130:1042-1048. [PMID: 20161483 DOI: 10.1016/j.jfluchem.2009.09.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
As ever more protease sequences are uncovered through genome sequencing projects, efficient parallel methods to discover the potential substrates of these proteases becomes crucial. Herein we describe the first use of fluorous-based microarrays to probe peptide sequences and begin to define the scope and limitations of fluorous microarray technologies for the screening of proteases. Comparison of a series of serine proteases showed that their ability to cleave peptide substrates in solution was maintained upon immobilization of these substrates onto fluorous-coated glass slides. The fluorous surface did not serve to significantly inactivate the enzymes. However, addition of hydrophilic components to the peptide sequences could induce lower rates of substrate cleavage with enzymes such as chymotrypsin with affinities to hydrophobic moieties. This work represents the first step to creating robust protease screening platforms using noncovalent microarray interface that can easily incorporate a range of compounds on the same slide.
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Affiliation(s)
- Beatrice Y M Collet
- Department of Chemistry and the Plant Sciences Institute, Gilman Hall, Iowa State University, Ames, IA, 50011-3111
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Quantification of target proteins using hydrogel antibody arrays and MALDI time-of-flight mass spectrometry (A2M2S). N Biotechnol 2009; 25:404-16. [DOI: 10.1016/j.nbt.2009.03.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2008] [Revised: 02/22/2009] [Accepted: 03/01/2009] [Indexed: 11/18/2022]
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43
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Neuroproteomics: understanding the molecular organization and complexity of the brain. Nat Rev Neurosci 2009; 10:635-46. [DOI: 10.1038/nrn2701] [Citation(s) in RCA: 146] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Kersten B, Agrawal GK, Durek P, Neigenfind J, Schulze W, Walther D, Rakwal R. Plant phosphoproteomics: an update. Proteomics 2009; 9:964-88. [PMID: 19212952 DOI: 10.1002/pmic.200800548] [Citation(s) in RCA: 93] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Phosphoproteomics involves identification of phosphoproteins, precise mapping, and quantification of phosphorylation sites, and eventually, revealing their biological function. In plants, several systematic phosphoproteomic analyses have recently been performed to optimize in vitro and in vivo technologies to reveal components of the phosphoproteome. The discovery of novel substrates for specific protein kinases is also an important issue. Development of a new tool has enabled rapid identification of potential kinase substrates such as kinase assays using plant protein microarrays. Progress has also been made in quantitative and dynamic analysis of mapped phosphorylation sites. Increased quantity of experimentally verified phosphorylation sites in plants has prompted the creation of dedicated web-resources for plant-specific phosphoproteomics data. This resulted in development of computational prediction methods yielding significantly improved sensitivity and specificity for the detection of phosphorylation sites in plants when compared to methods trained on less plant-specific data. In this review, we present an update on phosphoproteomic studies in plants and summarize the recent progress in the computational prediction of plant phosphorylation sites. The application of the experimental and computed results in understanding the phosphoproteomic networks of cellular and metabolic processes in plants is discussed. This is a continuation of our comprehensive review series on plant phosphoproteomics.
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Affiliation(s)
- Birgit Kersten
- Max Planck Institute for Molecular Plant Physiology, Potsdam-Golm, Germany.
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45
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Li T, Liu D, Wang Z. Microarray-based Raman spectroscopic assay for kinase inhibition by gold nanoparticle probes. Biosens Bioelectron 2009; 24:3335-9. [DOI: 10.1016/j.bios.2009.04.033] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2009] [Revised: 04/20/2009] [Accepted: 04/22/2009] [Indexed: 10/20/2022]
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46
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Peptide microarrays for detailed, high-throughput substrate identification, kinetic characterization, and inhibition studies on protein kinase A. Anal Biochem 2009; 387:150-61. [DOI: 10.1016/j.ab.2009.01.022] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2008] [Revised: 01/09/2009] [Accepted: 01/14/2009] [Indexed: 11/22/2022]
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Breitling F, Nesterov A, Stadler V, Felgenhauer T, Bischoff FR. High-density peptide arrays. MOLECULAR BIOSYSTEMS 2009; 5:224-34. [PMID: 19225611 DOI: 10.1039/b819850k] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Arrays promise to advance biology by allowing parallel screening for many different binding partners. Meanwhile, lithographic methods enable combinatorial synthesis of > 50,000 oligonucleotides per cm(2), an advance that has revolutionized the whole field of genomics. A similar development is expected for the field of proteomics, provided that affordable, very high-density peptide arrays are available. However, peptide arrays lag behind oligonucleotide arrays. This review discusses recent developments in the field with an emphasis on methods that lead to very high-density peptide arrays.
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Affiliation(s)
- Frank Breitling
- German Cancer Research Center, Im Neuenheimer Feld 580, Heidelberg, Germany.
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Schreiber TB, Mäusbacher N, Breitkopf SB, Grundner-Culemann K, Daub H. Quantitative phosphoproteomics--an emerging key technology in signal-transduction research. Proteomics 2008; 8:4416-32. [PMID: 18837465 DOI: 10.1002/pmic.200800132] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Protein phosphorylation is the most important type of reversible post-translational modification involved in the regulation of cellular signal-transduction processes. In addition to controlling normal cellular physiology on the molecular level, perturbations of phosphorylation-based signaling networks and cascades have been implicated in the onset and progression of various human diseases. Recent advances in mass spectrometry-based proteomics helped to overcome many of the previous limitations in protein phosphorylation analysis. Improved isotope labeling and phosphopeptide enrichment strategies in conjunction with more powerful mass spectrometers and advances in data analysis have been integrated in highly efficient phosphoproteomics workflows, which are capable of monitoring up to several thousands of site-specific phosphorylation events within one large-scale analysis. Combined with ongoing efforts to define kinase-substrate relationships in intact cells, these major achievements have considerable potential to assess phosphorylation-based signaling networks on a system-wide scale. Here, we provide an overview of these exciting developments and their potential to transform signal-transduction research into a technology-driven, high-throughput science.
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Affiliation(s)
- Thiemo B Schreiber
- Department of Molecular Biology, Max Planck Institute of Biochemistry, Martinsried, Germany
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Luo W, Westcott NP, Pulsipher A, Yousaf MN. Renewable and optically transparent electroactive indium tin oxide surfaces for chemoselective ligand immobilization and biospecific cell adhesion. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2008; 24:13096-13101. [PMID: 18928305 DOI: 10.1021/la802775v] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
In this report, we show the successful transfer of a sophisticated electroactive immobilization and release strategy to an indium tin oxide (ITO) surface to generate (1) optically transparent, robust, and renewable surfaces, (2) inert surfaces that resist nonspecific protein adsorption and cell attachment, and (3) tailored biospecific surfaces for live-cell high-resolution fluorescence microscopy of cell culture. By comparing the surface chemistry properties on both ITO and gold surfaces, we demonstrate the ITO surfaces are superior to gold as a renewable surface, in robustness (durability), and as an optically transparent material for live-cell fluorescence microscopy studies of cell behavior. These advantages will make ITO surfaces a desired platform for numerous biosensor and microarray applications and as model substrates for various cell biological studies.
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Affiliation(s)
- Wei Luo
- Department of Chemistry and Carolina Center for Genome Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599-3290, USA
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50
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The spot technique: synthesis and screening of peptide macroarrays on cellulose membranes. Methods Mol Biol 2008; 494:47-70. [PMID: 18726568 DOI: 10.1007/978-1-59745-419-3_4] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Peptide arrays are a widely used tool for drug development. For peptide-based drug design it is necessary to screen a large number of peptides. However, there are often difficulties with this approach. Most common peptide synthesis techniques are able to simultaneously synthesize only up to a few hundred single peptides. Spot synthesis is a positionally addressable, multiple synthesis technique offering the possibility of synthesizing and screening up to 10,000 peptides or peptide mixtures on cellulose or other membrane surfaces. In this chapter we present the basic procedures and screening methods related to spot synthesis and outline protocols for easy-to-use detection methods on these peptide arrays.
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