51
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Sun S, Lee NPY, Poon RTP, Fan ST, He QY, Lau GK, Luk JM. Oncoproteomics of hepatocellular carcinoma: from cancer markers' discovery to functional pathways. Liver Int 2007; 27:1021-38. [PMID: 17845530 DOI: 10.1111/j.1478-3231.2007.01533.x] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Hepatocellular carcinoma (HCC) is a heterogeneous cancer with no promising treatment and remains one of the most prevailing and lethal malignancies in the world. Researchers in many biological areas now routinely identify and characterize protein markers by a mass spectrometry-based proteomic approach, a method that has been commonly used to discover diagnostic biomarkers for cancer detection. The proteomic research platforms span from the classical two-dimensional polyacrylamide gel electrophoresis (2-DE) to the latest Protein Chip or array technology, which are often integrated with the MALDI (matrix-assisted laser-desorption ionization), SELDI (surface-enhanced laser desorption/ionization) or tandem mass spectrometry (MS/MS). New advances on quantitative proteomic analysis (e.g. SILAC, ICAT, and ITRAQ) and multidimensional protein identification technology (MudPIT) have greatly enhanced the capability of proteomic methods to study the expressions, modifications and functions of protein markers. The present article reviews the latest proteomic development and discovery of biomarkers in HCC that may provide insights into the underlying mechanisms of hepatocarcinogenesis and the readiness of biomarkers for clinical uses.
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Affiliation(s)
- Stella Sun
- Department of Surgery, LKS Faculty of Medicine, Jockey Club Clinical Research Center, The University of Hong Kong, Pokfulam, Hong Kong
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52
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Ng JK, Ajikumar PK, Stephanopoulos G, Too HP. Profiling RNA polymerase-promoter interaction by using ssDNA-dsDNA probe on a surface addressable microarray. Chembiochem 2007; 8:1667-70. [PMID: 17705343 DOI: 10.1002/cbic.200700340] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Jin Kiat Ng
- MEBCS Program, Singapore-MIT Alliance, 4 Engineering Drive 3, Singapore 117576, Singapore
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53
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Affiliation(s)
- Michael J Evans
- The Skaggs Institute for Chemical Biology and Departments of Cell Biology and Chemistry, The Scripps Research Institute, La Jolla, California 92037, USA
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54
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Affiliation(s)
- Daniel P Walsh
- Department of Chemistry, New York University, New York, New York 10003, USA
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55
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Debaene F, Da Silva JA, Pianowski Z, Duran FJ, Winssinger N. Expanding the scope of PNA-encoded libraries: divergent synthesis of libraries targeting cysteine, serine and metallo-proteases as well as tyrosine phosphatases. Tetrahedron 2007. [DOI: 10.1016/j.tet.2007.03.033] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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56
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Ma H, Horiuchi KY. Chemical microarray: a new tool for drug screening and discovery. Drug Discov Today 2007; 11:661-8. [PMID: 16793536 PMCID: PMC2577215 DOI: 10.1016/j.drudis.2006.05.002] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2005] [Revised: 04/07/2006] [Accepted: 05/10/2006] [Indexed: 11/30/2022]
Abstract
HTS with microtiter plates has been the major tool used in the pharmaceutical industry to explore chemical diversity space and to identify active compounds and pharmacophores for specific biological targets. However, HTS faces a daunting challenge regarding the fast-growing numbers of drug targets arising from genomic and proteomic research, and large chemical libraries generated from high-throughput synthesis. There is an urgent need to find new ways to profile the activity of large numbers of chemicals against hundreds of biological targets in a fast, low-cost fashion. Chemical microarray can rise to this challenge because it has the capability of identifying and evaluating small molecules as potential therapeutic reagents. During the past few years, chemical microarray technology, with different surface chemistries and activation strategies, has generated many successes in the evaluation of chemical–protein interactions, enzyme activity inhibition, target identification, signal pathway elucidation and cell-based functional analysis. The success of chemical microarray technology will provide unprecedented possibilities and capabilities for parallel functional analysis of tremendous amounts of chemical compounds.
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Affiliation(s)
- Haiching Ma
- Reaction Biology Corporation, One Great Valley Parkway, Suite 8, Malvern, PA 19355, USA.
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57
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Kumar N, Parajuli O, Hahm JI. Two-Dimensionally Self-Arranged Protein Nanoarrays on Diblock Copolymer Templates. J Phys Chem B 2007; 111:4581-7. [PMID: 17425355 DOI: 10.1021/jp068509p] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Novel methods for creating protein arrays with two-dimensional control can significantly enhance basic biological research as well as various bioarray applications. We demonstrate that the structural variety and chemical heterogeneity of self-assembled, hexagonal polystyrene-b-poly(vinylpyridine) micelles can be successfully exploited as templates for easy and rapid fabrication of functional protein arrays over a large scale. Spontaneous formation of such polymeric template-guided protein molecules yields high-density protein arrays that exhibit repeat spacings in a nanoscopic dimension. The ensuing self-assembled protein molecules in the array maintain their natural conformation and activity over a very long time period. By tuning the size of the underlying block copolymer templates, our amphiphilic diblock copolymer-based approach to create high-density protein patterns also permits spatial control over two-dimensional repeat spacings of protein nanoarrays. These unique advantages of polystyrene-b-poly(vinylpyridine) templates make the spontaneously constructed protein nanoarrays highly suitable as functional protein sensor substrates. Therefore, our novel two-dimensional protein assembly method can be greatly beneficial for high-throughput proteomic assays and multiplexed high-density protein sensing applications.
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Affiliation(s)
- Nitin Kumar
- Department of Chemical Engineering, The Pennsylvania State University, 160 Fenske Laboratory, University Park, Pennsylvania 16802, USA
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58
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Abstract
In the continuous drive to increase screening throughput and reduce sample requirement, microarray-based
technologies have risen to the occasion. In the past 7 years, a number of new methodologies have
been developed for preparing small molecule microarrays from combinatorial and natural product libraries
with the goal of identifying new interactions or enzymatic activities. Recent advances and applications
of small molecule microarrays are reviewed.
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59
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Winssinger N, Harris JL. Microarray-based functional protein profiling using peptide nucleic acid-encoded libraries. Expert Rev Proteomics 2007; 2:937-47. [PMID: 16307522 DOI: 10.1586/14789450.2.6.937] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
The availability of complete genome sequences from numerous organisms has provided investigators with the challenge of assigning physiologic functions to the encoded gene products. To facilitate this process, multiple technologies have been developed to profile the transcriptome and the proteome, including methods to monitor the function of enzymes in complex biologic systems. These methods typically target specific classes of enzymes and attempt to correlate the enzymatic activity with the specific phenotype of interest. Here, technologies to measure enzymatic activity on a subproteomic scale are reviewed, including the authors' own efforts, which are based on self-assembled microarrays utilizing peptide nucleic acid-encoded small-molecule libraries.
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Affiliation(s)
- Nicolas Winssinger
- Institut de Science et Ingénierie Supramoléculaires, Organic & Bioorganic Chemistry Laboratory, Université Louis Pasteur, 8 allée Gaspard Monge, 67000 Strasbourg, France.
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60
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Schilling O, Overall CM. Proteomic discovery of protease substrates. Curr Opin Chem Biol 2007; 11:36-45. [PMID: 17194619 DOI: 10.1016/j.cbpa.2006.11.037] [Citation(s) in RCA: 70] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2006] [Accepted: 11/16/2006] [Indexed: 01/22/2023]
Abstract
Elucidation of in vivo substrate degradomes of a protease is a daunting endeavor because of the large number of proteins in a proteome and often minute and transient amounts of key substrates. Proteomic substrate screens for proteases are currently experiencing impressive progress. Mass spectrometry-based global proteome analysis, interfaced with liquid-chromatography and together with stable isotope labeling strategies, has provided increased coverage and sensitivity for quantitative proteomics. ICAT and iTRAQ labeling have been used to identify a plethora of new matrix metalloproteinase substrates. Emerging techniques focus on the quantitative analysis of proteolytically generated neo amino-termini, which we call terminopes, on a system-wide basis. In vivo SILAC pulse-chase experiments have also enabled the study of individual protein turnover and global proteome dynamics in cells and whole organisms. Together with activity-based probes for the profiling of functional proteases, there is now in place an array of complementary technologies to dissect the 'protease web' and its distortion in pathology.
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Affiliation(s)
- Oliver Schilling
- The UBC Centre for Blood Research, Departments of Oral Biological & Medical Sciences, and Biochemistry and Molecular Biology, University of British Columbia, Vancouver, Canada
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61
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Diamond SL. Methods for mapping protease specificity. Curr Opin Chem Biol 2007; 11:46-51. [PMID: 17157549 DOI: 10.1016/j.cbpa.2006.11.021] [Citation(s) in RCA: 75] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2006] [Accepted: 11/17/2006] [Indexed: 10/23/2022]
Abstract
The study of protease specificity provides information on active-site structure and function, protein-protein interaction, regulation of intracellular and extracellular pathways, and evolution of protease and substrate genes. Peptide libraries that include fluorogenic and binding tags are often generated by solid-phase synthesis. Even larger explorations of cleavage site preferences employ positional scanning libraries or phage display. Microarrays enable presentation of individual peptides to proteases, DNA sequences for capture of peptide nucleic acid encoded peptides, or nanodroplets containing soluble peptide sequences. These new methods continue to inform the design of chemical inhibitors and the identification of substrates of proteases.
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Affiliation(s)
- Scott L Diamond
- Penn Center for Molecular Discovery, Institute for Medicine and Engineering, Department of Chemical and Biomolecular Engineering, 1024 Vagelos Research Laboratories, University of Pennsylvania, Philadelphia PA 19104, USA.
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62
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Nicholson RL, Welch M, Ladlow M, Spring DR. Small-molecule screening: advances in microarraying and cell-imaging technologies. ACS Chem Biol 2007; 2:24-30. [PMID: 17243780 DOI: 10.1021/cb600321j] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Cell-permeable small molecules can be used to modulate protein function selectively, rapidly, reversibly, and conditionally with temporal and quantitative control in biological systems. The identification of these chemical probes can require the screening of large numbers of small molecules. With the advent of new technologies, small-molecule high-throughput screening is widely available. This Review focuses on the emerging technologies of microarray screening platforms and high-content screening formats.
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Affiliation(s)
- Rebecca L Nicholson
- Department of Chemistry, University of Cambridge, Cambridge, CB2 1EW, United Kingdom
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63
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Tan WH, Takeuchi S. A trap-and-release integrated microfluidic system for dynamic microarray applications. Proc Natl Acad Sci U S A 2007; 104:1146-51. [PMID: 17227861 PMCID: PMC1783141 DOI: 10.1073/pnas.0606625104] [Citation(s) in RCA: 337] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Dynamic microarrays hold great promise for advancing research in proteomics, diagnostics and drug discovery. However, this potential has yet to be fully realized due to the lack of reliable multifunctional platforms to transport and immobilize particles, infuse reagents, observe the reaction, and retrieve selected particles. We achieved all these functions in a single integrated device through the combination of hydrodynamic and optical approaches. Hydrodynamic forces allow simultaneous transportation and immobilization of large number of particles, whereas optical-based microbubble technique for bead retrieval gives dexterity in handling individual particles without complicated circuitry. Based on the criterion derived in this paper, the device was designed, and fabricated using standard photolithography and soft lithography methods. We examined the dynamics of bubble formation and dissipation in the device, and parametric studies revealed that higher power settings at short intervals were more efficient than low power settings at longer intervals for bead retrieval. We also demonstrated the capabilities of our device and its potential as a tool for screening methods such as the "one-bead-one-compound" (OBOC) combinatorial library method. Although both approaches, hydrodynamic confinement and optical-based microbubbles, are presented in one device, they can also be separately used for other applications in microchip devices.
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Affiliation(s)
- Wei-Heong Tan
- *Center for International Research on MicroMechatronics, University of Tokyo, Institute of Industrial Science, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan; and
| | - Shoji Takeuchi
- *Center for International Research on MicroMechatronics, University of Tokyo, Institute of Industrial Science, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan; and
- Precursory Research for Embryonic Science and Technology, Japan Science and Technology Agency, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
- To whom correspondence should be addressed. E-mail:
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64
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Sobek J, Aquino C, Schlapbach R. Quality considerations and selection of surface chemistry for glass-based DNA, peptide, antibody, carbohydrate, and small molecule microarrays. Methods Mol Biol 2007; 382:17-31. [PMID: 18220222 DOI: 10.1007/978-1-59745-304-2_2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
The complexity of workflows for the production of high quality microarrays asks for the careful evaluation and implementation of materials and methods. As a cornerstone of the whole microarray process, the microarray substrate has to be chosen appropriately and a number of crucial considerations in respect to matching the research question with the technical requirements and possibilities have to be taken into account. In the following, how to lay the fundamental for high performance microarray experiments by evaluating basic quality requirements and the selection of suitable slide surface architectures for a variety of applications was concentrated.
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Affiliation(s)
- Jens Sobek
- Functional Genomics Center Zurich, Switzerland
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65
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Boshoff HI, Dowd CS. Chemical genetics: an evolving toolbox for target identification and lead optimization. PROGRESS IN DRUG RESEARCH. FORTSCHRITTE DER ARZNEIMITTELFORSCHUNG. PROGRES DES RECHERCHES PHARMACEUTIQUES 2007; 64:49, 51-77. [PMID: 17195471 DOI: 10.1007/978-3-7643-7567-6_3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Chemical genetics combines chemistry with biology as a means of exploring the function of unknown proteins or identifying the proteins responsible for a particular phenotype. Chemical genetics is thus a valuable tool in the identification of novel drug targets. This chapter describes the application of chemical genetics in traditional and systems-based approaches to drug target discovery and the tools/approaches that appear most promising for guiding future pharmaceutical development.
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66
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Harris JL, Winssinger N. PNA encoding (PNA=peptide nucleic acid): from solution-based libraries to organized microarrays. Chemistry 2006; 11:6792-801. [PMID: 16038006 DOI: 10.1002/chem.200500305] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Microarray-based technologies have attracted attention in chemical biology by virtue of their miniaturized format, which is well suited to probe ligand-protein interactions or investigate enzymatic activity in complex biological mixtures. A number of research groups have reported the preparation of surfaces on microarrays with specific functional groups to chemoselectively attach small molecules from libraries. We have developed an alternative method whereby libraries are encoded with peptide nucleic acid (PNA), such that libraries which exist as mixtures in solution self-assemble into an organized microarray through hybridization to produce readily available DNA arrays. This allows libraries synthesized by split and mix methods to be decoded in a single step. An asset of this method compared to direct spotting is that libraries can be used in solution for bioassays prior to self-assembly into the microarray format.
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Affiliation(s)
- Jennifer L Harris
- Department of Chemistry, Genomics Institute of the Novartis Research Foundation, San Diego, CA 92121, USA
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67
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Wang J, Uttamchandani M, Sun H, Yao S. Small Molecule Microarrays: Applications Using Specially Tagged Chemical Libraries. ACTA ACUST UNITED AC 2006. [DOI: 10.1002/qsar.200640083] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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68
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Xiao H, Li X, Zou H, Yang L, Wang Y, Wang H, Le XC. CE-LIF coupled with flow cytometry for high-throughput quantitation of fluorophores in single intact cells. Electrophoresis 2006; 27:3452-9. [PMID: 16944459 DOI: 10.1002/elps.200500536] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
We report a method of coupled CE-LIF detection with flow cytometry for high-throughput determination and quantitation of fluorophores in single intact K562/S (KS) cells. The membrane properties of KS cell including fluophore transport rate and apparent permeability coefficient were further quantitatively characterized. The method has advantages for accurate quantitation and unique capacity of high-throughput analysis. The strategy will be useful for the quantitation of fluorophores in the intact cells, such as measurement of multidrug resistance, quantitation of specific protein expression, and quantitative characterization of protein and enzyme functions.
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Affiliation(s)
- Hua Xiao
- National Chromatographic R&A Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, PR China
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69
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Abstract
The Brn-3b POU domain transcription factor is elevated in a significant proportion of breast cancers and in neuroblastoma tumours, where it is associated with increased proliferation, anchorage-independent growth, faster and larger tumour growth in xenograft models, resistance to growth inhibitory stimuli and increased migratory potential. These effects are associated with the ability of Brn-3b to regulate specific genes associated with these processes. Reducing Brn-3b can reverse many of these effects, suggesting that it may be possible to alter the growth and behaviour of tumour cells by abrogating Brn-3b in these cancers. This review discusses the effect of altering Brn-3b in these cancer cells and possible approaches to targeting Brn-3b as a strategy for therapy in treatment of breast cancers.
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70
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Hagenstein MC, Sewald N. Chemical tools for activity-based proteomics. J Biotechnol 2006; 124:56-73. [PMID: 16442651 DOI: 10.1016/j.jbiotec.2005.12.005] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2005] [Revised: 10/27/2005] [Accepted: 12/01/2005] [Indexed: 01/05/2023]
Abstract
Several approaches for proteome analysis and the generation of proteome subsets rely on engineered chemical probes that are tailored towards the detection of different protein classes. The concepts are presented in this review covering the literature until mid-2005.
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Affiliation(s)
- Miriam C Hagenstein
- Organic and Bioorganic Chemistry, Department of Chemistry, University of Bielefeld, Germany
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71
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Schmidinger H, Hermetter A, Birner-Gruenberger R. Activity-based proteomics: enzymatic activity profiling in complex proteomes. Amino Acids 2006; 30:333-50. [PMID: 16773240 DOI: 10.1007/s00726-006-0305-2] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2005] [Accepted: 01/12/2006] [Indexed: 10/24/2022]
Abstract
In the postgenomic era new technologies are emerging for global analysis of protein function. The introduction of active site-directed chemical probes for enzymatic activity profiling in complex mixtures, known as activity-based proteomics has greatly accelerated functional annotation of proteins. Here we review probe design for different enzyme classes including serine hydrolases, cysteine proteases, tyrosine phosphatases, glycosidases, and others. These probes are usually detected by their fluorescent, radioactive or affinity tags and their protein targets are analyzed using established proteomics techniques. Recent developments, such as the design of probes for in vivo analysis of proteomes, as well as microarray technologies for higher throughput screenings of protein specificity and the application of activity-based probes for drug screening are highlighted. We focus on biological applications of activity-based probes for target and inhibitor discovery and discuss challenges for future development of this field.
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Affiliation(s)
- H Schmidinger
- Department of Biochemistry, Graz University of Technology, Graz, Austria
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72
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Bradner JE, McPherson OM, Mazitschek R, Barnes-Seeman D, Shen JP, Dhaliwal J, Stevenson KE, Duffner JL, Park SB, Neuberg DS, Nghiem P, Schreiber SL, Koehler AN. A Robust Small-Molecule Microarray Platform for Screening Cell Lysates. ACTA ACUST UNITED AC 2006; 13:493-504. [PMID: 16720270 DOI: 10.1016/j.chembiol.2006.03.004] [Citation(s) in RCA: 105] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2005] [Revised: 02/24/2006] [Accepted: 03/02/2006] [Indexed: 11/23/2022]
Abstract
Herein we report the expanded functional group compatibility of small-molecule microarrays to include immobilization of primary alcohols, secondary alcohols, phenols, carboxylic acids, hydroxamic acids, thiols, and amines on a single slide surface. Small-molecule "diversity microarrays" containing nearly 10,000 known bioactive small molecules, natural products, and small molecules originating from several diversity-oriented syntheses were produced by using an isocyanate-mediated covalent capture strategy. Selected printed bioactive compounds were detected with antibodies against compounds of interest. The new surface of the diversity microarrays is highly compatible with approaches involving cellular lysates. This feature has enabled a robust, optimized screening methodology using cellular lysates, allowing the detection of specific interactions with a broad range of binding affinity by using epitope-tagged or chimeric fluorescent proteins without prior purification. We believe that this expanded research capability has considerable promise in biology and medicine.
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Affiliation(s)
- James E Bradner
- Broad Institute of Harvard and MIT, 7 Cambridge Center, Cambridge, Massachusetts 02142, USA
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73
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Tomizaki KY, Usui K, Mihara H. Protein-detecting microarrays: current accomplishments and requirements. Chembiochem 2006; 6:782-99. [PMID: 15791688 DOI: 10.1002/cbic.200400232] [Citation(s) in RCA: 154] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The sequencing of the human genome has been successfully completed and offers the chance of obtaining a large amount of valuable information for understanding complex cellular events simply and rapidly in a single experiment. Interestingly, in addressing these proteomic studies, the importance of protein-detecting microarray technology is increasing. In the coming few years, microarray technology will become a significantly promising and indispensable research/diagnostic tool from just a speculative technology. It is clear that the protein-detecting microarray is supported by three independent but strongly related technologies (surface chemistry, detection methods, and capture agents). Firstly, a variety of surface-modification methodologies are now widely available and offer site-specific immobilization of capture agents onto surfaces in such a way as to keep the native conformation and activity. Secondly, sensitive and parallel detection apparatuses are being developed to provide highly engineered microarray platforms for simultaneous data acquisition. Lastly, in the development of capture agents, antibodies are now probably the most prominent capture agents for analyzing protein abundances. Alternative scaffolds, such as phage-displayed antibody and protein fragments, which provide the advantage of increasing diversity of proteinic capture agents, however, are under development. An approach involving recombinant proteins fused with affinity tag(s) and coupled with a highly engineered surface chemistry will provide simple production protocols and specific orientations of capture agents on the microarray formats. Peptides and other small molecules can be employed in screening highly potent ligands as well as in measuring enzymatic activities. Protein-detecting microarrays supported by the three key technologies should contribute in accelerating diagnostic/biological research and drug discovery.
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Affiliation(s)
- Kin-ya Tomizaki
- Department of Bioengineering and The COE21 Program, Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology, B-40, 4259 Nagatsuta, Midori, Yokohama 226-8501, Japan
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74
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Sieber SA, Cravatt BF. Analytical platforms for activity-based protein profiling ? exploiting the versatility of chemistry for functional proteomics. Chem Commun (Camb) 2006:2311-9. [PMID: 16733565 DOI: 10.1039/b600653c] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The field of proteomics aims to develop and apply technologies for the characterization of protein function on a global scale. Toward this end, synthetic chemistry has played a major role by providing new reagents to profile segments of the proteome based on activity rather than abundance. Small molecule probes for activity-based protein profiling have been created for more than a dozen enzyme classes and used to discover several enzyme activities elevated in disease states. These innovations have inspired complementary advancements in analytical chemistry, where new platforms have been introduced to augment the information content achievable in chemical proteomics experiments. Here, we will review these analytical platforms and discuss how they have exploited the versatility of chemical probes to gain unprecedented insights into the function of proteins in biological samples of high complexity.
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Affiliation(s)
- Stephan A Sieber
- Skaggs Institute for Chemical Biology and Department of Cell Biology, Scripps Research Institute, 10550 N. Torrey Pines Rd., La Jolla, CA 92037, USA
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75
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Kumaresan PR, Lam KS. Screening chemical microarrays: methods and applications. MOLECULAR BIOSYSTEMS 2006; 2:259-70. [PMID: 16880944 DOI: 10.1039/b602004f] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
- Pappanaicken R Kumaresan
- Division of Hematology & Oncology, Department of Internal Medicine, UC Davis Cancer Center, University of California Davis, 4501 X Street, Sacramento, CA 95817, USA
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76
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Uttamchandani M, Wang J, Yao SQ. Protein and small molecule microarrays: powerful tools for high-throughput proteomics. ACTA ACUST UNITED AC 2006; 2:58-68. [PMID: 16880923 DOI: 10.1039/b513935j] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Advances in genomics and proteomics have opened up new possibilities for the rapid functional assignment and global characterization of proteins. Large-scale studies have accelerated this effort by using tools and strategies that enable highly parallel analysis of huge repertoires of biomolecules. Organized assortments of molecules on arrays have furnished a robust platform for rapid screening, lead discovery and molecular characterization. The essential advantage of microarray technology is attributed to the massive throughput attainable, coupled with a highly miniaturized platform--potentially driving discovery both as an analytical and diagnostic tool. The scope of microarrays has in recent years expanded impressively. Virtually every biological component--from diverse small molecules and macromolecules (such as DNA and proteins) to entire living cells--has been harnessed on microarrays in attempts to dissect the bewildering complexity of life. Herein we highlight strategies that address challenges in proteomics using microarrays of immobilized proteins and small molecules. Of specific interest are the techniques involved in stably immobilizing proteins and chemical libraries on slide surfaces as well as novel strategies developed to profile activities of proteins on arrays. As a rapidly maturing technology, microarrays pave the way forward in high-throughput proteomic exploration.
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77
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Panicker RC, Chattopadhaya S, Yao SQ. Advanced analytical tools in proteomics. Anal Chim Acta 2006; 556:69-79. [PMID: 17723332 DOI: 10.1016/j.aca.2005.05.060] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2005] [Revised: 05/16/2005] [Accepted: 05/26/2005] [Indexed: 10/25/2022]
Abstract
Proteomics deals with the study of proteins, their structures, localizations, posttranslational modifications, functions and interactions with other proteins. The mapping of protein structure-function holds the key to a better understanding of cellular functions under both normal and disease states, which is critical for modern drug discovery. However, the study of human proteome presents scientists with a task much more daunting than the human genome project. In fact, the estimated >100,000 different proteins expressed from 30,000 to 40,000 human genes make it extremely challenging, if not impossible with existing protein analysis techniques, to map the entire cellular functions at the translational level. Consequently, there have been rapid advances in the techniques and methods capable of large-scale proteomic studies. Among them, the recently developed high-throughput screening methods have enabled scientists to analyze proteins quickly and efficiently at an organism-wide scale. Herein, we overview some of these emerging tools for high-throughput protein analysis. In particular, we focus on recent advances in the bioassay development, which has provided sensitive and selective tools for high-throughput identification and characterizations of enzymes. Finally, the recently developed bioimaging techniques to visualize and quantify proteins in living cells are also discussed.
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Affiliation(s)
- Resmi C Panicker
- Department of Chemistry, National University of Singapore, 3 Science Drive 3, Singapore 117543, Singapore
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78
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Phillips CI, Bogyo M. Proteomics meets microbiology: technical advances in the global mapping of protein expression and function. Cell Microbiol 2005; 7:1061-76. [PMID: 16008574 DOI: 10.1111/j.1462-5822.2005.00554.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The availability of complete genome sequences for a large number of pathogenic organisms has opened the door for large-scale proteomic studies to dissect both protein expression/regulation and function. This review highlights key proteomic methods including two-dimensional gel electrophoresis, reference mapping, protein expression profiling and recent advances in gel-free separation techniques that have made a significant impact on the resolution of complex proteomes. In addition, we highlight recent developments in the field of chemical proteomics, a branch of proteomics aimed at functionally profiling a proteome. These techniques include the development of activity-based probes and activity-based protein profiling methods as well as the use of synthetic small molecule libraries to screen for pharmacological tools to perturb basic biological processes. This review will focus on the applications of these technologies to the field of microbiology.
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Affiliation(s)
- Carolyn I Phillips
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA 94305-5324, USA
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79
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Meldal M. Smart Combinatorial Assays for the Determination of Protease Activity and Inhibition. ACTA ACUST UNITED AC 2005. [DOI: 10.1002/qsar.200540008] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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80
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Sano S, Tomizaki KY, Usui K, Mihara H. A PNA-DNA hybridization chip approach for the detection of beta-secretase activity. Bioorg Med Chem Lett 2005; 16:503-6. [PMID: 16288864 DOI: 10.1016/j.bmcl.2005.10.064] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2005] [Revised: 10/06/2005] [Accepted: 10/19/2005] [Indexed: 02/04/2023]
Abstract
Developed was the addressable chip technology based on the PNA-DNA complementary hybridization equipped with short seven-mer PNA-encoded peptides that can be a versatile scaffold to monitor on-chip immunoassays. We also developed and validated a methodology to perform beta-secretase enzyme assay with a highly sensitive fashion, resulting that a peptide substrate tethering dual fluorescent probes allowed us to detect beta-secretase activity 10 times more sensitively than assays in solution.
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Affiliation(s)
- Shusuke Sano
- Department of Bioengineering and The COE 21 Program, Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology, B-40, 4259 Nagatsuta, Midori, Yokohama 226-8501, Japan
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81
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Reddy MM, Kodadek T. Protein "fingerprinting" in complex mixtures with peptoid microarrays. Proc Natl Acad Sci U S A 2005; 102:12672-7. [PMID: 16123137 PMCID: PMC1200257 DOI: 10.1073/pnas.0501208102] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2005] [Indexed: 11/18/2022] Open
Abstract
We report here that microarrays comprised of several thousand peptoids (oligo-N-substituted glycines) are useful tools for the identification of proteins via a "fingerprinting" approach. By using maltose-binding protein, glutathione S-transferase, and ubiquitin, a specific and highly reproducible pattern of binding was observed when fluorescently labeled protein was hybridized to the array. A similar pattern was obtained when binding of an unlabeled protein to the array was visualized by secondary hybridization of a labeled antibody against that protein, showing that native proteins can be identified without the requirement for prior chemical labeling. This work suggests that small-molecule microarrays might be used for more complex fingerprinting assays of potential diagnostic value.
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Affiliation(s)
- M Muralidhar Reddy
- Department of Internal Medicine, Division of Translational Research, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390-9185, USA
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82
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Yeo WS, Min DH, Hsieh RW, Greene GL, Mrksich M. Label-Free Detection of Protein-Protein Interactions on Biochips. Angew Chem Int Ed Engl 2005; 44:5480-3. [PMID: 16052641 DOI: 10.1002/anie.200501363] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Woon-Seok Yeo
- Department of Chemistry and Institute for Biophysical Dynamics, The University of Chicago, 5735 South Ellis Avenue, Chicago, IL 60637, USA
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83
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Yeo WS, Min DH, Hsieh RW, Greene GL, Mrksich M. Label-Free Detection of Protein-Protein Interactions on Biochips. Angew Chem Int Ed Engl 2005. [DOI: 10.1002/ange.200501363] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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84
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Sauer S, Lange BMH, Gobom J, Nyarsik L, Seitz H, Lehrach H. Miniaturization in functional genomics and proteomics. Nat Rev Genet 2005; 6:465-76. [PMID: 15931170 DOI: 10.1038/nrg1618] [Citation(s) in RCA: 107] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Proteins are the key components of the cellular machinery responsible for processing changes that are ordered by genomic information. Analysis of most human proteins and nucleic acids is important in order to decode the complex networks that are likely to underlie many common diseases. Significant improvements in current technology are also required to dissect the regulatory processes in high-throughtput and with low cost. Miniaturization of biological assays is an important prerequisite to achieve these goals in the near future.
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Affiliation(s)
- Sascha Sauer
- Max Planck Institute for Molecular Genetics, Department of Vertebrate Genomics, Ihnestrasse 73, D-14195 Berlin, Germany.
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85
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Byon HR, Hong BJ, Gho YS, Park JW, Choi HC. Pseudo 3D Single-Walled Carbon Nanotube Film for BSA-Free Protein Chips. Chembiochem 2005; 6:1331-4. [PMID: 15997463 DOI: 10.1002/cbic.200500081] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Hye Ryung Byon
- Department of Chemistry, Pohang University of Science and Technology, Hyoja-Dong, Pohang, Korea
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86
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Uttamchandani M, Walsh DP, Yao SQ, Chang YT. Small molecule microarrays: recent advances and applications. Curr Opin Chem Biol 2005; 9:4-13. [PMID: 15701446 DOI: 10.1016/j.cbpa.2004.12.005] [Citation(s) in RCA: 81] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Directed or exploratory drug development programs constantly seek robust screening platforms for the high fidelity identification and validation of potential targets. Small-molecule microarrays (SMMs) have risen to this call by elegantly forging the capability of combinatorial chemistry in producing myriad compounds with the powerful throughput afforded by microarrays. This synergism offers scientists a versatile tool for rapid compound analysis and discovery. Microarrays of small molecules have already been successfully applied in important areas ranging from protein profiling to the discovery of therapeutic leads. Recent interesting developments towards improved immobilization strategies and library creation methods, together with novel advances herein described, have set the stage for SMMs to take on wider and more routine applications in academia and industry. As a rapidly maturing technology, SMMs pave the way forward in high-throughput exploration, both in the identification of biologically significant natural and synthetic small molecules and in harnessing their vast potential towards medicinal and diagnostic applications.
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Affiliation(s)
- Mahesh Uttamchandani
- Department of Biological Sciences, National University of Singapore, 3 Science Drive 3, 117543, Singapore
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87
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Lovrinovic M, Niemeyer CM. DNA-Mikroarrays als Decodierungswerkzeuge in der kombinatorischen Chemie und der chemischen Biologie. Angew Chem Int Ed Engl 2005. [DOI: 10.1002/ange.200500645] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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88
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Lovrinovic M, Niemeyer CM. DNA Microarrays as Decoding Tools in Combinatorial Chemistry and Chemical Biology. Angew Chem Int Ed Engl 2005; 44:3179-83. [PMID: 15861437 DOI: 10.1002/anie.200500645] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Marina Lovrinovic
- Universität Dortmund, Fachbereich Chemie, Biologisch-Chemische Mikrostrukturtechnik, Otto-Hahn Strasse 6, 44227 Dortmund, Germany
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89
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Abstract
The analysis of biomolecules using microarrays and other biosensors has a significant role in molecular biotechnology, and will become even more important in the future as a versatile tool for research and diagnostics. For many applications, the synthetic DNA mimic peptide nucleic acid (PNA) could be advantageous as a probe molecule, owing to its unique physicochemical and biochemical properties. PNA exhibits superior hybridization characteristics and improved chemical and enzymatic stability relative to nucleic acids. Furthermore, its different molecular structure enables new modes of detection, especially procedures that avoid the introduction of a label. In our opinion, all of these factors contribute significantly toward the establishment of faster and more reliable analytical processes and opens new fields of application.
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Affiliation(s)
- Ole Brandt
- Functional Genome Analysis, Deutsches Krebsforschungszentrum, Im Neuenheimer Feld 580, 69120 Heidelberg, Germany.
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90
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Winssinger N, Damoiseaux R, Tully DC, Geierstanger BH, Burdick K, Harris JL. PNA-encoded protease substrate microarrays. ACTA ACUST UNITED AC 2005; 11:1351-60. [PMID: 15489162 DOI: 10.1016/j.chembiol.2004.07.015] [Citation(s) in RCA: 121] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2004] [Revised: 07/20/2004] [Accepted: 07/29/2004] [Indexed: 11/21/2022]
Abstract
Our current understanding of the role and regulation of protease activity in normal and pathogenic processes is limited by our ability to measure and deconvolute their enzymatic activity. To address this limitation, an approach was developed that utilizes rhodamine-based fluorogenic substrates encoded with PNA tags. The PNA tags address each of the substrates to a predefined location on an oligonucleotide microarray through hybridization, thus allowing the deconvolution of multiple signals from a solution. A library of 192 protease substrates was prepared by split and mix combinatorial synthesis. The methodology and validation of this approach for profiling proteolytic activity from single proteases and from those in crude cell lysates as well as clinical blood samples is described.
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Affiliation(s)
- Nicolas Winssinger
- Institut de Science et d'Ingénierie Supramoléculaires, Université Louis Pasteur, 8 allée Guaspard Monge, 67000 Strasbourg, France.
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91
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Abstract
Proteases regulate many essential functions in biology, yet their precise roles are only beginning to be unraveled. In this issue, two related papers describe a novel method to dissect specific protease activities from complex mixtures.
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Affiliation(s)
- Howard C Hang
- Department of Pathology, Harvard Medical School, Boston, MA 02115, USA
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92
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Verhelst S, Bogyo M. Dissecting Protein Function Using Chemical Proteomic Methods. ACTA ACUST UNITED AC 2005. [DOI: 10.1002/qsar.200420070] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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93
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Marnett AB, Craik CS. Papa's got a brand new tag: advances in identification of proteases and their substrates. Trends Biotechnol 2005; 23:59-64. [PMID: 15661339 DOI: 10.1016/j.tibtech.2004.12.010] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Characterization of proteolytic enzymes and their substrates presents a formidable challenge in the context of biological systems. Despite the fact that an estimated 2% of the human genome codes for proteases, only a small fraction of these enzymes have well-characterized functions. Much of the difficulty in understanding protease biology is a direct result of the complexity of regulation, localization and activation exhibited by this class of enzymes. Here, we focus on several recently developed techniques representing crucial advances toward identification of proteases and their natural substrates.
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Affiliation(s)
- Alan B Marnett
- Program in Chemistry and Chemical Biology, Department of Pharmaceutical Chemistry, The University of California, San Francisco, California 94143, USA
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94
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Díaz-Mochón JJ, Bialy L, Keinicke L, Bradley M. Combinatorial libraries - from solution to 2D microarrays. Chem Commun (Camb) 2005:1384-6. [PMID: 15756311 DOI: 10.1039/b415847d] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Enzymatic modifications of split and mix libraries were followed by "pulling down" onto a 2-dimensional DNA microarray, via PNA tagging; this allowed complete library interrogation of all members of the split and mix library.
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95
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Abstract
Small organic molecules have proven to be invaluable tools for investigating biological systems, but there is still much to learn from their use. To discover and to use more effectively new chemical tools to understand biology, strategies are needed that allow us to systematically explore 'biological-activity space'. Such strategies involve analysing both protein binding of, and phenotypic responses to, small organic molecules. The mapping of biological-activity space using small molecules is akin to mapping the stars--uncharted territory is explored using a system of coordinates that describes where each new feature lies.
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Affiliation(s)
- Brent R Stockwell
- Department of Biological Sciences, Columbia University, 614 Fairchild Center, MC 2406, New York, New York 10027, USA.
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96
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Poetz O, Schwenk JM, Kramer S, Stoll D, Templin MF, Joos TO. Protein microarrays: catching the proteome. Mech Ageing Dev 2005; 126:161-70. [PMID: 15610775 DOI: 10.1016/j.mad.2004.09.030] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
After the completion of the human genome sequencing project, DNA microarrays and sophisticated bioinformatics platforms give scientists a global view of biological systems. In today's proteome era, efforts are undertaken to adapt microarray technology in order to analyse the expression of a large number of proteins simultaneously and screen entire genomes for proteins that interact with particular factors, catalyse particular reactions, act as substrates for protein-modifying enzymes and/or as targets of autoimmune responses. In this review, we will summarise the current stage of protein microarray technology. We will focus on the latest fields of application for the simultaneous determination of a variety of parameters from a minute amount of sample. Future challenges of this cutting-edge technology will be discussed.
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Affiliation(s)
- Oliver Poetz
- NMI Natural and Medical Sciences Institute at the University of Tübingen, Markwiesenstr. 55, 72770 Reutlingen, Germany
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97
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Debaene F, Winssinger N. Azidopeptide nucleic acid. An alternative strategy for solid-phase peptide nucleic acid (PNA) synthesis. Org Lett 2004; 5:4445-7. [PMID: 14602021 DOI: 10.1021/ol0358408] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
[reaction: see text] A practical and efficient method for PNA synthesis using an azide group to mask the N-terminus is reported. The deprotection was carried out in 5 min, while couplings were complete within 60 min. The near neutral conditions of the phosphine deprotection combined with the base-free coupling using hydroxybenzotriazole-activated monomers make this approach very mild.
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Affiliation(s)
- François Debaene
- Institut de Science et Ingénierie Supramoleculaires, Université Louis Pasteur, 8 allée Gaspard Monge, 67000 Strasbourg, France
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98
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Sieber SA, Mondala TS, Head SR, Cravatt BF. Microarray Platform for Profiling Enzyme Activities in Complex Proteomes. J Am Chem Soc 2004; 126:15640-1. [PMID: 15571375 DOI: 10.1021/ja044286+] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Activity-based protein profiling (ABPP) is a chemical method that utilizes active-site-directed probes to determine the functional state of enzymes in complex proteomes. Probe-labeled enzymes are typically detected by in-gel fluorescence scanning, a robust technique that nonetheless exhibits some key deficiencies, including limited sensitivity and resolution, as well as ambiguity regarding the molecular identity of the enzymes under investigation. Here, we report a microarray platform for ABPP that addresses these limitations. In this platform, proteomes are treated with ABPP probes in solution, after which labeled enzymes are captured and visualized on glass slides displaying an array of anti-enzyme antibodies. We show that ABPP microarrays exhibit superior sensitivity and resolution compared to gel-based methods, permitting the parallel analysis of several enzyme activities in proteomes, including cancer-associated proteases such as urokinase, matrix metalloproteinase-9, and prostate-specific antigen.
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Affiliation(s)
- Stephan A Sieber
- The Skaggs Institute for Chemical Biology, Department of Cell Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, La Jolla, California 92037, USA
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99
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Bailey SN, Sabatini DM, Stockwell BR. Microarrays of small molecules embedded in biodegradable polymers for use in mammalian cell-based screens. Proc Natl Acad Sci U S A 2004; 101:16144-9. [PMID: 15534212 PMCID: PMC528944 DOI: 10.1073/pnas.0404425101] [Citation(s) in RCA: 121] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We developed a microarray-based system for screening small molecules in mammalian cells. This system is compatible with image-based screens and requires fewer than 100 cells per compound. Each compound is impregnated in a 200-microm-diameter disc composed of biodegradable poly-(D),(L)-lactide/glycolide copolymer. Cells are seeded on top of these discs, and compounds slowly diffuse out, affecting proximal cells. In contrast with microtiter-based screening, this system does not involve the use of wells or walls between each compound-treated group of cells. We demonstrate detection of the effects of a single compound in a large microarray, that diverse compounds can be released in this format, and that extended release over several days is feasible. We performed a small synthetic lethal screen and identified a compound (macbecin II) that has reduced activity in cells with RNA interference-mediated decrease in the expression of tuberous sclerosis 2. Thus, we have developed a microarray-based screening system for testing the effects of small molecules on mammalian cells by using an imaging-based readout. This method will be useful to those performing small-molecule screens to discover new chemical tools and potential therapeutic agents.
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Affiliation(s)
- Steve N Bailey
- Whitehead Institute for Biomedical Research and Department of Biology, Massachusetts Institute of Technology, 9 Cambridge Center, Cambridge, MA 02142, USA
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100
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Harris J, Mason DE, Li J, Burdick KW, Backes BJ, Chen T, Shipway A, Van Heeke G, Gough L, Ghaemmaghami A, Shakib F, Debaene F, Winssinger N. Activity Profile of Dust Mite Allergen Extract Using Substrate Libraries and Functional Proteomic Microarrays. ACTA ACUST UNITED AC 2004; 11:1361-72. [PMID: 15489163 DOI: 10.1016/j.chembiol.2004.08.008] [Citation(s) in RCA: 97] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2004] [Revised: 06/29/2004] [Accepted: 08/02/2004] [Indexed: 11/23/2022]
Abstract
Enzymatic activity in the fecal droppings from the house dust mite has been postulated to contribute to the elicited allergic response. Screening dust mite extracts through 137,180 tetrapeptide fluorogenic substrates allowed for the characterization of proteolytic substrate specificity from the potential cysteine and serine proteases in the extract. The extract was further screened against a 4000 member peptide nucleic acid (PNA) encoded inhibitor library designed to target cysteine proteases using microarray detection. Affinity chromatography coupled with mass spectrometry identified Der p 1 as one of the proteases targeted by the PNA inhibitors in the dust mite lysate. A phenotypic readout of Der p 1 function in allergy progression was demonstrated by the inhibition of CD25 cleavage from T cells by dust mite extract that had been treated with the Der p 1 inhibitor identified from the PNA-encoded inhibitor library.
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Affiliation(s)
- Jennifer Harris
- Department of Molecular Biology, The Scripps Research Institute, 10550 North Torrey Pines Road, San Diego, California 92121, USA.
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