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Furka Á. Forty years of combinatorial technology. Drug Discov Today 2022; 27:103308. [PMID: 35760283 DOI: 10.1016/j.drudis.2022.06.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 05/24/2022] [Accepted: 06/21/2022] [Indexed: 12/15/2022]
Abstract
Combinatorial technology has been facilitating the synthesis and screening of large molecular libraries containing millions of organic compounds ever since its introduction 40 years ago. It has changed the paradigms of pharmaceutical research from focusing on single compounds to focusing on immense collections of compounds. It inspired the development of dynamic combinatorial libraries, fragment-based drug discovery and virtual library screening. Combinatorial technology was revitalized by the development of DNA encoding. Amplification of DNA oligomers plus next-generation sequencing has made it possible to successfully screen billions of compounds in a single process.
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Affiliation(s)
- Árpád Furka
- Eötvös Loránd University Budapest Hungary, 1077 Rozsa u. 23-25, Budapest, Hungary.
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2
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Tuang S, Dieppa-Matos D, Zhang C, Shugrue CR, Dai P, Loas A, Pentelute BL. A reactive peptide interface for site-selective cysteine bioconjugation. Chem Commun (Camb) 2021; 57:3227-3230. [PMID: 33645592 PMCID: PMC8048384 DOI: 10.1039/d1cc00095k] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
We report aqueous, site-selective modification of proteins using a reactive peptide interface comprising a nine-residue sequence. This interface is the fastest (second-order rate constant of 152 M-1 s-1) catalyst-free, cysteine-based method for modifying proteins available to date, and enables near-quantitative labeling of antibodies in cell lysate.
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Affiliation(s)
- Suan Tuang
- Massachusetts Institute of Technology, Department of Chemistry, 77 Massachusetts Avenue, Cambridge, MA 02139, USA
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3
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Bottom-Up Design Approach for OBOC Peptide Libraries. Molecules 2020; 25:molecules25153316. [PMID: 32707811 PMCID: PMC7435479 DOI: 10.3390/molecules25153316] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 07/16/2020] [Accepted: 07/20/2020] [Indexed: 11/27/2022] Open
Abstract
One-bead-one-compound peptide libraries, developed following the top-down experimental approach, have attracted great interest in the identification of potential ligands or active peptides. By exploiting a reverse experimental design approach based on the bottom-up strategy, we aimed to develop simplified, maximally diverse peptide libraries that resulted in the successful characterization of mixture components. We show that libraries of 32 and 48 components can be successfully detected in a single run using chromatography coupled to mass spectrometry (UPLC-MS). The proposed libraries were further theoretically evaluated in terms of their composition and physico-chemical properties. By combining the knowledge obtained on single libraries we can cover larger sequence spaces and provide a controlled exploration of the peptide chemical space both theoretically and experimentally. Designing libraries by using the bottom-up approach opens up the possibility of rationally fine-tuning the library complexity based on the available analytical methods.
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Efficient Screening of Combinatorial Peptide Libraries by Spatially Ordered Beads Immobilized on Conventional Glass Slides. High Throughput 2019; 8:ht8020011. [PMID: 31052149 PMCID: PMC6631230 DOI: 10.3390/ht8020011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 04/08/2019] [Accepted: 04/16/2019] [Indexed: 01/17/2023] Open
Abstract
Screening of one-bead-one-compound (OBOC) libraries is a proven procedure for the identification of protein-binding ligands. The demand for binders with high affinity and specificity towards various targets has surged in the biomedical and pharmaceutical field in recent years. The traditional peptide screening involves tedious steps such as affinity selection, bead picking, sequencing, and characterization. Herein, we present a high-throughput "all-on-one chip" system to avoid slow and technically complex bead picking steps. On a traditional glass slide provided with an electrically conductive tape, beads of a combinatorial peptide library are aligned and immobilized by application of a precision sieve. Subsequently, the chip is incubated with a fluorophore-labeled target protein. In a fluorescence scan followed by matrix-assisted laser desorption/ionization (MALDI)-time of flight (TOF) mass spectrometry, high-affinity binders are directly and unambiguously sequenced with high accuracy without picking of the positive beads. The use of an optimized ladder sequencing approach improved the accuracy of the de-novo sequencing step to nearly 100%. The new technique was validated by employing a FLAG-based model system, identifying new peptide binders for the monoclonal M2 anti-FLAG antibody, and was finally utilized to search for IgG-binding peptides. In the present format, more than 30,000 beads can be screened on one slide.
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5
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Komnatnyy VV, Nielsen TE, Qvortrup K. Bead-based screening in chemical biology and drug discovery. Chem Commun (Camb) 2018; 54:6759-6771. [PMID: 29888365 DOI: 10.1039/c8cc02486c] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
High-throughput screening is an important component of the drug discovery process. The screening of libraries containing hundreds of thousands of compounds requires assays amenable to miniaturisation and automization. Combinatorial chemistry holds a unique promise to deliver structurally diverse libraries for early drug discovery. Among the various library forms, the one-bead-one-compound (OBOC) library, where each bead carries many copies of a single compound, holds the greatest potential for the rapid identification of novel hits against emerging drug targets. However, this potential has not yet been fully realized due to a number of technical obstacles. In this feature article, we review the progress that has been made in bead-based library screening and its application to the discovery of bioactive compounds. We identify the key challenges of this approach and highlight key steps needed for making a greater impact in the field.
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Affiliation(s)
- Vitaly V Komnatnyy
- Department of Chemistry, Technical University of Denmark, DK-2800 Kgs, Lyngby, Denmark.
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Vinogradov AA, Gates ZP, Zhang C, Quartararo AJ, Halloran KH, Pentelute BL. Library Design-Facilitated High-Throughput Sequencing of Synthetic Peptide Libraries. ACS COMBINATORIAL SCIENCE 2017; 19:694-701. [PMID: 28892357 PMCID: PMC5818986 DOI: 10.1021/acscombsci.7b00109] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A methodology to achieve high-throughput de novo sequencing of synthetic peptide mixtures is reported. The approach leverages shotgun nanoliquid chromatography coupled with tandem mass spectrometry-based de novo sequencing of library mixtures (up to 2000 peptides) as well as automated data analysis protocols to filter away incorrect assignments, noise, and synthetic side-products. For increasing the confidence in the sequencing results, mass spectrometry-friendly library designs were developed that enabled unambiguous decoding of up to 600 peptide sequences per hour while maintaining greater than 85% sequence identification rates in most cases. The reliability of the reported decoding strategy was additionally confirmed by matching fragmentation spectra for select authentic peptides identified from library sequencing samples. The methods reported here are directly applicable to screening techniques that yield mixtures of active compounds, including particle sorting of one-bead one-compound libraries and affinity enrichment of synthetic library mixtures performed in solution.
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Affiliation(s)
| | - Zachary P. Gates
- Department of Chemistry, Massachusetts Institute of Technology, 18-563, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
| | - Chi Zhang
- Department of Chemistry, Massachusetts Institute of Technology, 18-563, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
| | - Anthony J. Quartararo
- Department of Chemistry, Massachusetts Institute of Technology, 18-563, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
| | - Kathryn H. Halloran
- Department of Chemistry, Massachusetts Institute of Technology, 18-563, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
| | - Bradley L Pentelute
- Department of Chemistry, Massachusetts Institute of Technology, 18-563, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
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7
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Exploring sequence space: harnessing chemical and biological diversity towards new peptide leads. Curr Opin Chem Biol 2017; 38:52-61. [DOI: 10.1016/j.cbpa.2017.02.020] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Revised: 02/18/2017] [Accepted: 02/20/2017] [Indexed: 12/29/2022]
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Nachtigall FM, Santos LS. On-bead MALDI-MS monitoring of solid-supported N-acyliminium ion reactions. JOURNAL OF MASS SPECTROMETRY : JMS 2017; 52:254-258. [PMID: 28429450 DOI: 10.1002/jms.3921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 02/06/2017] [Accepted: 02/06/2017] [Indexed: 06/07/2023]
Affiliation(s)
- F M Nachtigall
- Instituto de Innovacion Basado en Ciencia, Universidad de Talca, P.O. Box 747, Talca, Chile
| | - L S Santos
- Laboratory of Asymmetric Synthesis, Chemistry Institute of Natural Resources, Talca University, P.O. Box 747, Talca, Chile
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Popescu L, Robu AC, Zamfir AD. Sustainable Nanosystem Development for Mass Spectrometry. SUSTAINABLE NANOSYSTEMS DEVELOPMENT, PROPERTIES, AND APPLICATIONS 2017. [DOI: 10.4018/978-1-5225-0492-4.ch014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Nowadays, considerable efforts are invested into development of sustainable nanosystems as front end technology for either Electrospray Ionization (ESI) or Matrix-Assisted Laser Desorption/Ionization (MALDI) mass spectrometry (MS). Since their first introduction in MS, nanofluidics demonstrated a high potential to discover novel biopolymer species. These systems confirmed the unique ability to offer structural elucidation of molecular species, which often represent valuable biomarkers of severe diseases. In view of these major advantages of nanofluidics-MS, this chapter reviews the strategies, which allowed a successful development of nanotechnology for MS and the applications in biological and clinical research. The first part will be dedicated to the principles and technical developments of advanced nanosystems for electrospray and MALDI MS. The second part will highlight the most important applications in clinical proteomics and glycomics. Finally, this chapter will emphasize that advanced nanosystems-MS has real perspectives to become a routine method for early diagnosis of severe pathologies.
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Affiliation(s)
- Laurentiu Popescu
- West University of Timişoara, Romania & Research and Development National Institute for Electrochemistry and Condensed Matter (INCEMC) Timişoara, Romania
| | - Adrian C. Robu
- West University of Timişoara, Romania & Research and Development National Institute for Electrochemistry and Condensed Matter (INCEMC) Timişoara, Romania
| | - Alina D. Zamfir
- Research and Development National Institute for Electrochemistry and Condensed Matter (INCEMC) Timişoara, Romania & Aurel Vlaicu University of Arad, Romania
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Bononi FC, Luyt LG. Synthesis and cell-based screening of one-bead-one-compound peptide libraries. Methods Mol Biol 2015; 1248:223-37. [PMID: 25616336 DOI: 10.1007/978-1-4939-2020-4_15] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Combinatorial one-bead-one-compound (OBOC) peptide library screening has proven to be a powerful tool for identification of small molecules, peptides, or peptidomimetics against a variety of specific targets such as cell surface receptors, protein kinases, proteases, and phosphatases. With each bead displaying many copies of a single chemical entity, millions of compounds can be rapidly synthesized and screened with whole-cell binding on-bead functional assays. Here we describe the methodology for the synthesis, screening, and sequence deconvolution of an OBOC peptide library analyzed for affinity to a cancer cell line.
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Affiliation(s)
- Fernanda C Bononi
- Department of Chemistry, The University of Western Ontario, London, ON, Canada
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Cruickshank DR, Luyt LG. The development of organometallic OBOC peptide libraries and sequencing of N-terminal rhenium(I) tricarbonyl-containing peptides utilizing MALDI tandem mass spectrometry. CAN J CHEM 2015. [DOI: 10.1139/cjc-2014-0259] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The development of peptide-based imaging agents through screening of large peptide libraries is hindered by the additional requirement of a radionuclide−chelator complex that can negatively affect the binding properties of the peptide. Herein, we report N-terminal rhenium(I)tricarbonyl OBOC (one-bead, one-compound) peptide libraries for use in the direct screening of potential imaging agents. The rhenium(I) tricarbonyl is incorporated directly in the library as an imaging entity surrogate to account for the presence of a technetium-99m radionuclide chelate. The identification of unknown organometallic peptides on single beads is successfully accomplished through MALDI tandem mass spectrometry, preceded by a systematic investigation of the effects of a variety of N-terminal rhenium(I) tricarbonyl chelates on peptide fragmentation patterns.
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Affiliation(s)
- Dana R. Cruickshank
- Department of Chemistry, The University of Western Ontario, 1151 Richmond St., London, ON N6A 3K7, Canada
| | - Leonard G. Luyt
- Department of Chemistry, The University of Western Ontario, 1151 Richmond St., London, ON N6A 3K7, Canada
- London Regional Cancer Program, 790 Commissioners Rd. E., London, ON N6A 4L6, Canada
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Gode D, Volmer DA. A novel magnet focusing plate for matrix-assisted laser desorption/ionization analysis of magnetic bead-bound analytes. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2013; 27:1011-1018. [PMID: 23592204 DOI: 10.1002/rcm.6548] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2013] [Revised: 02/14/2013] [Accepted: 02/14/2013] [Indexed: 06/02/2023]
Abstract
RATIONALE Magnetic beads are often used for serum profiling of peptide and protein biomarkers. In these assays, the bead-bound analytes are eluted from the beads prior to mass spectrometric analysis. This study describes a novel matrix-assisted laser desorption/ionization (MALDI) technique for direct application and focusing of magnetic beads to MALDI plates by means of dedicated micro-magnets as sample spots. METHODS Custom-made MALDI plates with magnetic focusing spots were made using small nickel-coated neodymium micro-magnets integrated into a stainless steel plate in a 16 × 24 (384) pattern. For demonstrating the proof-of-concept, commercial C-18 magnetic beads were used for the extraction of a test compound (reserpine) from aqueous solution. Experiments were conducted to study focusing abilities, the required laser energies, the influence of a matrix compound, dispensing techniques, solvent choice and the amount of magnetic beads. RESULTS Dispensing the magnetic beads onto the micro-magnet sample spots resulted in immediate and strong binding to the magnetic surface. Light microscope images illustrated the homogeneous distribution of beads across the surfaces of the magnets, when the entire sample volume containing the beads was pipetted onto the surface. Subsequent MALDI analysis of the bead-bound analyte demonstrated excellent and reproducible ionization yields. The surface-assisted laser desorption/ionization (SALDI) properties of the strongly light-absorbing γ-Fe2O3-based beads resulted in similar ionization efficiencies to those obtained from experiments with an additional MALDI matrix compound. CONCLUSIONS This feasibility study successfully demonstrated the magnetic focusing abilities for magnetic bead-bound analytes on a novel MALDI plate containing small micro-magnets as sample spots. One of the key advantages of this integrated approach is that no elution steps from magnetic beads were required during analyses compared with conventional bead experiments.
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Affiliation(s)
- David Gode
- Institute of Bioanalytical Chemistry, Saarland University, Saarbrücken, Germany
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Ahn SH, Bae YJ, Kim MS. Matrix-Assisted Variable Wavelength Laser Desorption Ionization of Peptides; Influence of the Matrix Absorption Coefficient on Expansion Cooling. B KOREAN CHEM SOC 2012. [DOI: 10.5012/bkcs.2012.33.9.2955] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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14
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Sanchez LM, Curtis ME, Bracamonte BE, Kurita KL, Navarro G, Sparkman OD, Linington RG. Versatile method for the detection of covalently bound substrates on solid supports by DART mass spectrometry. Org Lett 2011; 13:3770-3. [PMID: 21699263 DOI: 10.1021/ol201404v] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Analysis of substrates directly on solid phase resins without the need for separate cleavage conditions remains an outstanding challenge in the field of solid phase synthesis. We now present the first example of simultaneous cleavage and mass spectrometric analysis of peptides from solid supports using direct analysis in real time (DART) mass spectrometry. We have shown that this method is compatible with a diverse array of solid phase resins and is suitable for analysis of both peptides and organic substrates.
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Affiliation(s)
- Laura M Sanchez
- Department of Chemistry and Biochemistry, University of California Santa Cruz, Santa Cruz, California 95064, USA
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15
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Zhang D, Liu H, Zhang S, Chen X, Li S, Zhang C, Hu X, Bi K, Chen X, Jiang Y. An effective method for de novo peptide sequencing based on phosphorylation strategy and mass spectrometry. Talanta 2011; 84:614-22. [DOI: 10.1016/j.talanta.2010.12.035] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2010] [Revised: 12/20/2010] [Accepted: 12/21/2010] [Indexed: 10/18/2022]
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Thielbeer F, Donaldson K, Bradley M. Zeta Potential Mediated Reaction Monitoring on Nano and Microparticles. Bioconjug Chem 2011; 22:144-50. [DOI: 10.1021/bc1005015] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Frank Thielbeer
- University of Edinburgh, School of Chemistry, King’s Buildings, Joseph Black Building, West Mains Road, EH9 3JJ, Edinburgh, United Kingdom
| | - Ken Donaldson
- ELEGI Colt Laboratory, Queens Medical Research Institute, University of Edinburgh, 47 Little France Crescent, EH16 4TJ, Edinburgh, United Kingdom
| | - Mark Bradley
- University of Edinburgh, School of Chemistry, King’s Buildings, Joseph Black Building, West Mains Road, EH9 3JJ, Edinburgh, United Kingdom
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