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Jongkees SAK, Umemoto S, Suga H. Linker-free incorporation of carbohydrates into in vitro displayed macrocyclic peptides. Chem Sci 2016; 8:1474-1481. [PMID: 28572907 PMCID: PMC5452274 DOI: 10.1039/c6sc04381j] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Accepted: 10/18/2016] [Indexed: 12/13/2022] Open
Abstract
We report a strategy for efficient post-translational modification of a library of ribosomally-translated peptides by activation and elimination of cysteine to dehydroalanine then conjugate addition of a range of exogenous thiols, with an emphasis on carbohydrates.
We report a strategy for efficient post-translational modification of a library of ribosomally-translated peptides by activation and elimination of cysteine to dehydroalanine then conjugate addition of a range of exogenous thiols, with an emphasis on carbohydrates. These reactions are selective for cysteine, and do not interfere with amplification of the nucleic acid component of an mRNA-displayed peptide. Furthermore, these reactions are shown to be compatible with two different macrocyclisation chemistries, and when applied to a peptide containing an N-terminal cysteine give a ketone that can be functionalised in an orthogonal manner. This new strategy can overcome a limitation of ribosomal translation, providing a means to incorporate untranslatable groups such as carbohydrates in amino acid side chains, and will allow for the ribosomal generation of glycopeptides, requiring only the introduction of a free thiol in the molecule to be incorporated. In combination with in vitro selection techniques, this strategy is envisaged to allow the discovery of biologically-active glycopeptides with a near-natural, but hydrolytically stable, thioglycosidic bond.
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Affiliation(s)
- S A K Jongkees
- Department of Chemistry , Graduate School of Science , The University of Tokyo , 7-3-1 Hongo , 113-0033 Tokyo , Bunkyo-ku , Japan .
| | - S Umemoto
- Department of Chemistry , Graduate School of Science , The University of Tokyo , 7-3-1 Hongo , 113-0033 Tokyo , Bunkyo-ku , Japan .
| | - H Suga
- Department of Chemistry , Graduate School of Science , The University of Tokyo , 7-3-1 Hongo , 113-0033 Tokyo , Bunkyo-ku , Japan . .,JST CREST , The University of Tokyo , 7-3-1 Hongo , 113-0033 Tokyo , Bunkyo-ku , Japan
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52
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Taherzadeh G, Zhou Y, Liew AWC, Yang Y. Sequence-Based Prediction of Protein-Carbohydrate Binding Sites Using Support Vector Machines. J Chem Inf Model 2016; 56:2115-2122. [PMID: 27623166 DOI: 10.1021/acs.jcim.6b00320] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Carbohydrate-binding proteins play significant roles in many diseases including cancer. Here, we established a machine-learning-based method (called sequence-based prediction of residue-level interaction sites of carbohydrates, SPRINT-CBH) to predict carbohydrate-binding sites in proteins using support vector machines (SVMs). We found that integrating evolution-derived sequence profiles with additional information on sequence and predicted solvent accessible surface area leads to a reasonably accurate, robust, and predictive method, with area under receiver operating characteristic curve (AUC) of 0.78 and 0.77 and Matthew's correlation coefficient of 0.34 and 0.29, respectively for 10-fold cross validation and independent test without balancing binding and nonbinding residues. The quality of the method is further demonstrated by having statistically significantly more binding residues predicted for carbohydrate-binding proteins than presumptive nonbinding proteins in the human proteome, and by the bias of rare alleles toward predicted carbohydrate-binding sites for nonsynonymous mutations from the 1000 genome project. SPRINT-CBH is available as an online server at http://sparks-lab.org/server/SPRINT-CBH .
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Affiliation(s)
- Ghazaleh Taherzadeh
- School of Information and Communication Technology and ‡Institute for Glycomics, Griffith University , Parklands Drive, Southport, Queensland 4215, Australia
| | - Yaoqi Zhou
- School of Information and Communication Technology and ‡Institute for Glycomics, Griffith University , Parklands Drive, Southport, Queensland 4215, Australia
| | - Alan Wee-Chung Liew
- School of Information and Communication Technology and ‡Institute for Glycomics, Griffith University , Parklands Drive, Southport, Queensland 4215, Australia
| | - Yuedong Yang
- School of Information and Communication Technology and ‡Institute for Glycomics, Griffith University , Parklands Drive, Southport, Queensland 4215, Australia
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Antonik PM, Eissa AM, Round AR, Cameron NR, Crowley PB. Noncovalent PEGylation via Lectin–Glycopolymer Interactions. Biomacromolecules 2016; 17:2719-25. [DOI: 10.1021/acs.biomac.6b00766] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Paweł M. Antonik
- School
of Chemistry, National University of Ireland Galway, University Road, Galway, Ireland
- Teagasc Food Research
Centre, Ashtown, Dublin 15, Ireland
| | - Ahmed M. Eissa
- Department of Chemistry, Durham University, Science Laboratories, South Road, Durham DH1 3LE, United Kingdom
- Department
of Polymers, Chemical Industries Research Division, National Research Centre (NRC), El-Bohoos Street, Dokki, Cairo 12311, Egypt
| | - Adam R. Round
- European Molecular Biology Laboratory Grenoble Outstation, 71 Avenue des Martyrs, 38042 Grenoble Cedex 9, France
| | - Neil R. Cameron
- Department of Chemistry, Durham University, Science Laboratories, South Road, Durham DH1 3LE, United Kingdom
| | - Peter B. Crowley
- School
of Chemistry, National University of Ireland Galway, University Road, Galway, Ireland
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Abstract
Long fascinating to biologists, viruses offer nanometer-scale benchtops for building molecular-scale devices and materials. Viruses tolerate a wide range of chemical modifications including reaction conditions, pH values, and temperatures. Recent examples of nongenetic manipulation of viral surfaces have extended viruses into applications ranging from biomedical imaging, drug delivery, tissue regeneration, and biosensors to materials for catalysis and energy generation. Chemical reactions on the phage surface include both covalent and noncovalent modifications, including some applied in conjunction with genetic modifications. Here, we survey viruses chemically augmented with capabilities limited only by imagination.
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Affiliation(s)
- Kritika Mohan
- Department of Chemistry and ‡Department of
Molecular Biology and Biochemistry, University of California, Irvine, California 92697, United States
| | - Gregory A. Weiss
- Department of Chemistry and ‡Department of
Molecular Biology and Biochemistry, University of California, Irvine, California 92697, United States
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55
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Jafari MR, Lakusta J, Lundgren RJ, Derda R. Allene Functionalized Azobenzene Linker Enables Rapid and Light-Responsive Peptide Macrocyclization. Bioconjug Chem 2016; 27:509-14. [DOI: 10.1021/acs.bioconjchem.6b00026] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Mohammad R. Jafari
- Department of Chemistry and ‡Alberta Glycomics
Centre, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Jenner Lakusta
- Department of Chemistry and ‡Alberta Glycomics
Centre, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Rylan J. Lundgren
- Department of Chemistry and ‡Alberta Glycomics
Centre, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Ratmir Derda
- Department of Chemistry and ‡Alberta Glycomics
Centre, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
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56
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Kalhor-Monfared S, Jafari MR, Patterson JT, Kitov PI, Dwyer JJ, Nuss JM, Derda R. Rapid biocompatible macrocyclization of peptides with decafluoro-diphenylsulfone. Chem Sci 2016; 7:3785-3790. [PMID: 30155020 PMCID: PMC6013815 DOI: 10.1039/c5sc03856a] [Citation(s) in RCA: 74] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2015] [Accepted: 02/19/2016] [Indexed: 01/20/2023] Open
Abstract
In this manuscript, we describe modification of Cys-residues in peptides and proteins in aqueous solvents via aromatic nucleophilic substitution (SNAr) with perfluoroarenes (fAr).
In this manuscript, we describe modification of Cys-residues in peptides and proteins in aqueous solvents via aromatic nucleophilic substitution (SNAr) with perfluoroarenes (fAr). Biocompatibility of this reaction makes it attractive for derivatization of proteins and peptide libraries comprised of 20 natural amino acids. Measurement of the reaction rates for fAr derivatives by 19F NMR with a model thiol donor (β-mercaptoethanol) in aqueous buffers identified decafluoro-diphenylsulfone (DFS) as the most reactive SNAr electrophile. Reaction of DFS with thiol nucleophiles is >100 000 faster than analogous reaction of perfluorobenzene; this increase in reactivity enables application of DFS at low concentrations in aqueous solutions compatible with biomolecules and protein complexes irreversibly degraded by organic solvents (e.g., bacteriophages). DFS forms macrocycles when reacted with peptides of the general structure Xn–Cys–Xm–Cys–Xl, where X is any amino acid and m = 1–15. It formed cyclic peptides with 6 peptide hormones—oxytocin, urotensin II, salmon calcitonin, melanin-concentrating hormone, somatostatin-14, and atrial natriuretic factor (1–28) as well as peptides displayed on M13 phage. Rates up to 180 M–1 s–1 make this reaction one of the fastest Cys-modifications to-date. Long-term stability of macrocycles derived from DFS and their stability toward oxidation further supports DFS as a promising method for modification of peptide-based ligands, cyclization of genetically-encoded peptide libraries, and discovery of bioactive macrocyclic peptides.
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Affiliation(s)
- S Kalhor-Monfared
- Department of Chemistry , University of Alberta , Edmonton , AB T6G 2G2 , Canada .
| | - M R Jafari
- Department of Chemistry , University of Alberta , Edmonton , AB T6G 2G2 , Canada .
| | - J T Patterson
- Ferring Research Institute , San Diego , California 92121 , USA
| | - P I Kitov
- Department of Chemistry , University of Alberta , Edmonton , AB T6G 2G2 , Canada .
| | - J J Dwyer
- Ferring Research Institute , San Diego , California 92121 , USA
| | - J M Nuss
- Ferring Research Institute , San Diego , California 92121 , USA
| | - R Derda
- Department of Chemistry , University of Alberta , Edmonton , AB T6G 2G2 , Canada .
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Tjhung KF, Kitov PI, Ng S, Kitova EN, Deng L, Klassen JS, Derda R. Silent Encoding of Chemical Post-Translational Modifications in Phage-Displayed Libraries. J Am Chem Soc 2016; 138:32-5. [PMID: 26683999 DOI: 10.1021/jacs.5b10390] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
In vitro selection of chemically modified peptide libraries presented on phage, while a powerful technology, is limited to one chemical post-translational modification (cPTM) per library. We use unique combinations of redundant codons to encode cPTMs with "silent barcodes" to trace multiple modifications within a mixed modified library. As a proof of concept, we produced phage-displayed peptide libraries Ser-[X]4-Gly-Gly-Gly, with Gly and Ser encoded using unique combinations of codons (TCA-[X]4-GGAGGAGGA, AGT-[X]4-GGTGGTGGT, etc., where [X]4 denotes a random NNK library). After separate chemical modification and pooling, mixed-modified libraries can be panned and deep-sequenced to identify the enriched peptide sequence and the accompanying cPTM simultaneously. We panned libraries bearing combinations of modifications (sulfonamide, biotin, mannose) against matched targets (carbonic anhydrase, streptavidin, concanavalin A) to identify desired ligands. Synthesis and validation of sequences identified by deep sequencing revealed that specific cPTMs are significantly enriched in panning against the specific targets. Panning on carbonic anhydrase yielded a potent ligand, sulfonamide-WIVP, with Kd = 6.7 ± 2.1 nM, a 20-fold improvement compared with the control ligand sulfonamide-GGGG. Silent encoding of multiple cPTMs can be readily incorporated into other in vitro display technologies such as bacteriophage T7 or mRNA display.
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Affiliation(s)
- Katrina F Tjhung
- Department of Chemistry, University of Alberta , Edmonton, Alberta, Canada T6G 2G2
| | - Pavel I Kitov
- Department of Chemistry, University of Alberta , Edmonton, Alberta, Canada T6G 2G2
| | - Simon Ng
- Department of Chemistry, University of Alberta , Edmonton, Alberta, Canada T6G 2G2
| | - Elena N Kitova
- Department of Chemistry, University of Alberta , Edmonton, Alberta, Canada T6G 2G2
| | - Lu Deng
- Department of Chemistry, University of Alberta , Edmonton, Alberta, Canada T6G 2G2
| | - John S Klassen
- Department of Chemistry, University of Alberta , Edmonton, Alberta, Canada T6G 2G2
| | - Ratmir Derda
- Department of Chemistry, University of Alberta , Edmonton, Alberta, Canada T6G 2G2
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Wang Z, Wang W, Geng L, Hu Z. Distinguishing of tumor cell-targeting peptide ligands through a color-encoding microarray. LAB ON A CHIP 2015; 15:4512-4516. [PMID: 26530232 DOI: 10.1039/c5lc01010a] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
A silicon-based microarray system was constructed to discover the affinity peptides and to distinguish the specific peptides from a high throughput library. Using a color-encoding strategy, in situ peptide distinguishing between HER1 ligands and HER2 ligands was achieved. Novel affinity peptide sequences H1P (HER1 ligand) and H2P (HER2 ligand) were determined with nmol affinity.
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Affiliation(s)
- Zihua Wang
- CAS Key Laboratory for Biomedical Effects of Nanomaterials & Nanosafety, National Center for Nanoscience and Technology of China, Beijing 100190, China.
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59
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Weller CE, Chatterjee C. All about that Amide Bond: The Sixth Chemical Protein Synthesis (CPS) Meeting. Chembiochem 2015; 16:2531-6. [PMID: 26457983 PMCID: PMC4749268 DOI: 10.1002/cbic.201500473] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Indexed: 11/11/2022]
Abstract
Endless potential: The sixth Chemical Protein Synthesis Meeting, held recently in St. Augustine, Florida, showed the potential of peptide and protein chemistry when applied toward understanding and controlling complex biological processes. This report highlights the diverse and cutting-edge protein chemistry presented at the meeting.
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Affiliation(s)
- Caroline E Weller
- Department of Chemistry, University of Washington, Box 351700, Seattle, WA, 98195, USA.
| | - Champak Chatterjee
- Department of Chemistry, University of Washington, Box 351700, Seattle, WA, 98195, USA.
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60
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Lin Y, Zhou Q, Lin Y, Tang D, Niessner R, Knopp D. Enzymatic Hydrolysate-Induced Displacement Reaction with Multifunctional Silica Beads Doped with Horseradish Peroxidase–Thionine Conjugate for Ultrasensitive Electrochemical Immunoassay. Anal Chem 2015; 87:8531-40. [DOI: 10.1021/acs.analchem.5b02253] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Youxiu Lin
- Key
Laboratory of Analysis and Detection for Food Safety (Ministry of
Education and Fujian Province), Institute of Nanomedicine and Nanobiosensing,
Department of Chemistry, Fuzhou University, Fuzhou 350108, People’s Republic of China
| | - Qian Zhou
- Key
Laboratory of Analysis and Detection for Food Safety (Ministry of
Education and Fujian Province), Institute of Nanomedicine and Nanobiosensing,
Department of Chemistry, Fuzhou University, Fuzhou 350108, People’s Republic of China
| | - Yuping Lin
- Key
Laboratory of Analysis and Detection for Food Safety (Ministry of
Education and Fujian Province), Institute of Nanomedicine and Nanobiosensing,
Department of Chemistry, Fuzhou University, Fuzhou 350108, People’s Republic of China
| | - Dianping Tang
- Key
Laboratory of Analysis and Detection for Food Safety (Ministry of
Education and Fujian Province), Institute of Nanomedicine and Nanobiosensing,
Department of Chemistry, Fuzhou University, Fuzhou 350108, People’s Republic of China
| | - Reinhard Niessner
- Chair
for Analytical Chemistry, Institute of Hydrochemistry, Technische Universität München, Marchioninistrasse 17, D-81377 München, Germany
| | - Dietmar Knopp
- Chair
for Analytical Chemistry, Institute of Hydrochemistry, Technische Universität München, Marchioninistrasse 17, D-81377 München, Germany
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