1
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Sojitra M, Schmidt EN, Lima GM, Carpenter EJ, McCord KA, Atrazhev A, Macauley MS, Derda R. Measuring carbohydrate recognition profile of lectins on live cells using liquid glycan array (LiGA). Nat Protoc 2025; 20:989-1019. [PMID: 39415074 DOI: 10.1038/s41596-024-01070-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 09/05/2024] [Indexed: 10/18/2024]
Abstract
Glycans constitute a significant fraction of biomolecular diversity on cellular surfaces across all kingdoms of life. As the structure of glycans is not directly encoded by the organism's DNA, it is impossible to use high-throughput DNA technologies to study the role of cellular glycosylation or to understand how glycocalyx is recognized by glycan-binding proteins (GBPs). To address this gap, we recently described a liquid glycan array (LiGA) platform that allows profiling of glycan-GBP interactions on the surface of live cells in vitro and in vivo using next-generation sequencing. LiGA is a library of DNA-barcoded bacteriophages, where each clonal bacteriophage displays 5-1,500 copies of a glycan and the distinct DNA barcode inside each bacteriophage clone encodes the structure and density of the displayed glycans. Deep sequencing of the glycophages associated with live cells yields a glycan-binding profile of GBPs expressed on the surface of cells. This protocol provides detailed instructions for how to use LiGA to probe cell surface receptors and includes information on the preparation of glycophages, analysis by MALDI-TOF mass spectrometry, the assembly of a LiGA library and its deep sequencing. Using this protocol, we measure glycan-binding profiles of the immunomodulatory sialic acid-binding immunoglobulin-like lectins‑1, -2, -6, -7 and -9 expressed on the surface of different cell types. Compared with existing methods that require complex specialist equipment, this method allows users with basic molecular biology expertise to measure the precise glycan-binding profile of GBPs on the surface of any cell type expressing exogenous GBP within 2-3 d.
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Affiliation(s)
- Mirat Sojitra
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Edward N Schmidt
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Guilherme M Lima
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Eric J Carpenter
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Kelli A McCord
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Alexey Atrazhev
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Matthew S Macauley
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Alberta, Canada
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, Canada
| | - Ratmir Derda
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada.
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2
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Wang S, Faucher FF, Bertolini M, Kim H, Yu B, Cao L, Roeltgen K, Lovell S, Shanker V, Boyd SD, Wang L, Bartenschlager R, Bogyo M. Identification of Covalent Cyclic Peptide Inhibitors Targeting Protein-Protein Interactions Using Phage Display. J Am Chem Soc 2025; 147:7461-7475. [PMID: 39993812 DOI: 10.1021/jacs.4c15843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2025]
Abstract
Peptide macrocycles are promising therapeutics for a variety of disease indications due to their overall metabolic stability and potential to make highly selective binding interactions with targets. Recent advances in covalent macrocycle peptide discovery, driven by phage and mRNA display methods, have enabled the rapid identification of highly potent and selective molecules from large libraires of diverse macrocycles. However, there are currently limited examples of macrocycles that can be used to disrupt protein-protein interactions and even fewer examples that function by formation of a covalent bond to a target protein. In this work, we describe a directed counter-selection method that enables identification of covalent macrocyclic ligands targeting a protein-protein interaction using a phage display screening platform. This method utilizes binary and ternary screenings of a chemically modified phage display library, employing the stable and weakly reactive aryl fluorosulfate electrophile. We demonstrate the utility of this approach using the SARS-CoV-2 spike-ACE2 protein-protein interaction and identify multiple covalent macrocyclic inhibitors that disrupt this interaction. The resulting compounds displayed antiviral activity against live virus that was irreversible after washout due to the covalent binding mechanism. These results highlight the potential of this screening platform for developing covalent macrocyclic drugs that disrupt protein-protein interactions with long lasting effects.
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Affiliation(s)
- Sijie Wang
- Department of Pathology, School of Medicine, Stanford University, Stanford, California 94305, United States
| | - Franco F Faucher
- Department of Chemistry, School of Humanities and Sciences, Stanford University, Stanford, California 94305, United States
| | - Matilde Bertolini
- Department of Genetics, School of Medicine, Stanford University, Stanford, California 94305, United States
| | - Heeyoung Kim
- Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg University, Heidelberg 69210, Germany
| | - Bingchen Yu
- Department of Pharmaceutical Chemistry, School of Pharmacy, University of California San Francisco, San Francisco, California 94158, United States
| | - Li Cao
- Department of Pharmaceutical Chemistry, School of Pharmacy, University of California San Francisco, San Francisco, California 94158, United States
| | - Katharina Roeltgen
- Department of Pathology, School of Medicine, Stanford University, Stanford, California 94305, United States
| | - Scott Lovell
- Department of Pathology, School of Medicine, Stanford University, Stanford, California 94305, United States
| | - Varun Shanker
- Department of Biochemistry, School of Medicine, Stanford University, Stanford, California 94305, United States
| | - Scott D Boyd
- Department of Pathology, School of Medicine, Stanford University, Stanford, California 94305, United States
| | - Lei Wang
- Department of Pharmaceutical Chemistry, School of Pharmacy, University of California San Francisco, San Francisco, California 94158, United States
| | - Ralf Bartenschlager
- Department of Infectious Diseases, Molecular Virology, Center for Integrative Infectious Diseases Research, Heidelberg University, Heidelberg 69210, Germany
- Division Virus-Associated Carcinogenesis, German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
- German Center for Infection Research, Heidelberg Partner Site, Heidelberg 69120, Germany
| | - Matthew Bogyo
- Department of Pathology, School of Medicine, Stanford University, Stanford, California 94305, United States
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California 94305, United States
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3
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Wang S, Faucher FF, Bertolini M, Kim H, Yu B, Cao L, Roeltgen K, Lovell S, Shanker V, Boyd SD, Wang L, Bartenschlager R, Bogyo M. Identification of Covalent Cyclic Peptide Inhibitors Targeting Protein-Protein Interactions Using Phage Display. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.08.622749. [PMID: 39574763 PMCID: PMC11580984 DOI: 10.1101/2024.11.08.622749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Peptide macrocycles are promising therapeutics for a variety of disease indications due to their overall metabolic stability and potential to make highly selective binding interactions with targets. Recent advances in covalent macrocycle peptide discovery, driven by phage and mRNA display methods, have enabled the rapid identification of highly potent and selective molecules from large libraires of diverse macrocycles. However, there are currently limited examples of macrocycles that can be used to disrupt protein-protein interactions and even fewer examples that function by formation of a covalent bond to a target protein. In this work, we describe a directed counter-selection method that enables identification of covalent macrocyclic ligands targeting a protein-protein interaction using a phage display screening platform. This method utilizes binary and ternary screenings of a chemically modified phage display library, employing the stable and weakly reactive aryl fluorosulfate electrophile. We demonstrate the utility of this approach using the SARS-CoV-2 Spike-ACE2 protein-protein interaction and identify multiple covalent macrocyclic inhibitors that disrupt this interaction. The resulting compounds displayed antiviral activity against live virus that was irreversible after washout due to the covalent binding mechanism. These results highlight the potential of this screening platform for developing covalent macrocyclic drugs that disrupt protein-protein interactions with long lasting effects.
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Affiliation(s)
- Sijie Wang
- Department of Pathology, School of Medicine, Stanford University, California 94305, United States
| | - Franco F. Faucher
- Department of Chemistry, School of Humanities and Sciences, Stanford University, California 94305, United States
| | - Matilde Bertolini
- Department of Genetics, School of Medicine, Stanford University, California 94305, United States
| | - Heeyoung Kim
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
| | - Bingchen Yu
- Department of Pharmaceutical Chemistry, School of Pharmacy, University of California San Francisco, San Francisco, California 94158, United States
| | - Li Cao
- Department of Pharmaceutical Chemistry, School of Pharmacy, University of California San Francisco, San Francisco, California 94158, United States
| | - Katharina Roeltgen
- Department of Pathology, School of Medicine, Stanford University, California 94305, United States
| | - Scott Lovell
- Department of Pathology, School of Medicine, Stanford University, California 94305, United States
| | - Varun Shanker
- Department of Biochemistry, School of Medicine, Stanford University, California 94305, United States
| | - Scott D. Boyd
- Department of Pathology, School of Medicine, Stanford University, California 94305, United States
| | - Lei Wang
- Department of Pharmaceutical Chemistry, School of Pharmacy, University of California San Francisco, San Francisco, California 94158, United States
| | - Ralf Bartenschlager
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Center for Integrative Infectious Diseases Research, Heidelberg, Germany
- Division Virus-Associated Carcinogenesis, German Cancer Research Center (DKFZ), Heidelberg, Germany
- German Center for Infection Research, Heidelberg Partner Site
| | - Matthew Bogyo
- Department of Pathology, School of Medicine, Stanford University, California 94305, United States
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California 94305, United States
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4
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Zhang YN, Wan XC, Tang Y, Chen Y, Zheng FH, Cui ZH, Zhang H, Zhou Z, Fang GM. Employing unnatural promiscuity of sortase to construct peptide macrocycle libraries for ligand discovery. Chem Sci 2024; 15:9649-9656. [PMID: 38939140 PMCID: PMC11206207 DOI: 10.1039/d4sc01992j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 05/11/2024] [Indexed: 06/29/2024] Open
Abstract
With the increasing attention paid to macrocyclic scaffolds in peptide drug development, genetically encoded peptide macrocycle libraries have become invaluable sources for the discovery of high-affinity peptide ligands targeting disease-associated proteins. The traditional phage display technique of constructing disulfide-tethered macrocycles by cysteine oxidation has the inherent drawback of reduction instability of the disulfide bond. Chemical macrocyclization solves the problem of disulfide bond instability, but the involved highly electrophilic reagents are usually toxic to phages and may bring undesirable side reactions. Here, we report a unique Sortase-mediated Peptide Ligation and One-pot Cyclization strategy (SPLOC) to generate peptide macrocycle libraries, avoiding the undesired reactions of electrophiles with phages. The key to this platform is to mine the unnatural promiscuity of sortase on the X residue of the pentapeptide recognition sequence (LPXTG). Low reactive electrophiles are incorporated into the X-residue side chain, enabling intramolecular cyclization with the cysteine residue of the phage-displayed peptide library. Utilizing the genetically encoded peptide macrocycle library constructed by the SPLOC platform, we found a high-affinity bicyclic peptide binding TEAD4 with a nanomolar KD value (63.9 nM). Importantly, the binding affinity of the bicyclic peptide ligand is 102-fold lower than that of the acyclic analogue. To our knowledge, this is the first time to mine the unnatural promiscuity of ligases to generate peptide macrocycles, providing a new avenue for the construction of genetically encoded cyclic peptide libraries.
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Affiliation(s)
- Yan-Ni Zhang
- School of Life Sciences, Institutes of Physical Science and Information Technology, Anhui University Hefei 230601 P. R. China
| | - Xiao-Cui Wan
- School of Life Sciences, Institutes of Physical Science and Information Technology, Anhui University Hefei 230601 P. R. China
| | - Yang Tang
- Department of Medical Ultrasound, Department of Stomatology, Shanghai Tenth People's Hospital, Tongji University Cancer Center, Tongji University School of Medicine Shanghai 200072 P. R. China
| | - Ying Chen
- School of Life Sciences, Institutes of Physical Science and Information Technology, Anhui University Hefei 230601 P. R. China
| | - Feng-Hao Zheng
- School of Life Sciences, Institutes of Physical Science and Information Technology, Anhui University Hefei 230601 P. R. China
| | - Zhi-Hui Cui
- School of Life Sciences, Institutes of Physical Science and Information Technology, Anhui University Hefei 230601 P. R. China
| | - Hua Zhang
- School of Life Sciences, Institutes of Physical Science and Information Technology, Anhui University Hefei 230601 P. R. China
| | - Zhaocai Zhou
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University Shanghai 200438 P. R. China
| | - Ge-Min Fang
- School of Life Sciences, Institutes of Physical Science and Information Technology, Anhui University Hefei 230601 P. R. China
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5
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Hampton JT, Liu WR. Diversification of Phage-Displayed Peptide Libraries with Noncanonical Amino Acid Mutagenesis and Chemical Modification. Chem Rev 2024; 124:6051-6077. [PMID: 38686960 PMCID: PMC11082904 DOI: 10.1021/acs.chemrev.4c00004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 04/11/2024] [Accepted: 04/15/2024] [Indexed: 05/02/2024]
Abstract
Sitting on the interface between biologics and small molecules, peptides represent an emerging class of therapeutics. Numerous techniques have been developed in the past 30 years to take advantage of biological methods to generate and screen peptide libraries for the identification of therapeutic compounds, with phage display being one of the most accessible techniques. Although traditional phage display can generate billions of peptides simultaneously, it is limited to expression of canonical amino acids. Recently, several groups have successfully undergone efforts to apply genetic code expansion to introduce noncanonical amino acids (ncAAs) with novel reactivities and chemistries into phage-displayed peptide libraries. In addition to biological methods, several different chemical approaches have also been used to install noncanonical motifs into phage libraries. This review focuses on these recent advances that have taken advantage of both biological and chemical means for diversification of phage libraries with ncAAs.
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Affiliation(s)
- J. Trae Hampton
- Texas
A&M Drug Discovery Center and Department of Chemistry, College
of Arts and Sciences, Texas A&M University, College Station, Texas 77843, United States
| | - Wenshe Ray Liu
- Texas
A&M Drug Discovery Center and Department of Chemistry, College
of Arts and Sciences, Texas A&M University, College Station, Texas 77843, United States
- Institute
of Biosciences and Technology and Department of Translational Medical
Sciences, College of Medicine, Texas A&M
University, Houston, Texas 77030, United States
- Department
of Biochemistry and Biophysics, College of Agriculture and Life Sciences, Texas A&M University, College Station, Texas 77843, United States
- Department
of Cell Biology and Genetics, College of Medicine, Texas A&M University, College
Station, Texas 77843, United States
- Department
of Pharmaceutical Sciences, Irma Lerma Rangel College of Pharmacy, Texas A&M University, College Station, Texas 77843, United States
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6
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Wan XC, Zhang YN, Zhang H, Chen Y, Cui ZH, Zhu WJ, Fang GM. Asparaginyl Endopeptidase-Mediated Peptide Cyclization for Phage Display. Org Lett 2024; 26:2601-2605. [PMID: 38529932 DOI: 10.1021/acs.orglett.4c00602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
We report here an enzymatic strategy for asparaginyl endopeptidase-mediated peptide cyclization. Incorporation of chloroacetyl groups into the recognition sequence of OaAEP1 enabled intramolecular cyclization with Cys residues. Combining this strategy and phage display, we identified nanomolar macrocyclic peptide ligands targeting TEAD4. One of the bicyclic peptides binds to TEAD4 with a KD value of 139 nM, 16 times lower than its linear analogue, demonstrating the utility of this platform in discovering high-affinity macrocyclic peptide ligands.
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Affiliation(s)
- Xiao-Cui Wan
- School of Life Science, Institutes of Physical Science and Information Technology, Institute of Health Sciences, Anhui University, Hefei 230601, P.R. China
| | - Yan-Ni Zhang
- School of Life Science, Institutes of Physical Science and Information Technology, Institute of Health Sciences, Anhui University, Hefei 230601, P.R. China
| | - Hua Zhang
- School of Life Science, Institutes of Physical Science and Information Technology, Institute of Health Sciences, Anhui University, Hefei 230601, P.R. China
| | - Ying Chen
- School of Life Science, Institutes of Physical Science and Information Technology, Institute of Health Sciences, Anhui University, Hefei 230601, P.R. China
| | - Zhi-Hui Cui
- School of Life Science, Institutes of Physical Science and Information Technology, Institute of Health Sciences, Anhui University, Hefei 230601, P.R. China
| | - Wen-Jing Zhu
- School of Life Science, Institutes of Physical Science and Information Technology, Institute of Health Sciences, Anhui University, Hefei 230601, P.R. China
| | - Ge-Min Fang
- School of Life Science, Institutes of Physical Science and Information Technology, Institute of Health Sciences, Anhui University, Hefei 230601, P.R. China
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7
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Wong JYK, Ekanayake AI, Kharchenko S, Kirberger SE, Qiu R, Kelich P, Sarkar S, Li J, Fernandez KX, Alvizo-Paez ER, Miao J, Kalhor-Monfared S, John JD, Kang H, Choi H, Nuss JM, Vederas JC, Lin YS, Macauley MS, Vukovic L, Pomerantz WCK, Derda R. Genetically encoded discovery of perfluoroaryl macrocycles that bind to albumin and exhibit extended circulation in vivo. Nat Commun 2023; 14:5654. [PMID: 37704629 PMCID: PMC10499988 DOI: 10.1038/s41467-023-41427-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 08/17/2023] [Indexed: 09/15/2023] Open
Abstract
Peptide-based therapeutics have gained attention as promising therapeutic modalities, however, their prevalent drawback is poor circulation half-life in vivo. In this paper, we report the selection of albumin-binding macrocyclic peptides from genetically encoded libraries of peptides modified by perfluoroaryl-cysteine SNAr chemistry, with decafluoro-diphenylsulfone (DFS). Testing of the binding of the selected peptides to albumin identified SICRFFC as the lead sequence. We replaced DFS with isosteric pentafluorophenyl sulfide (PFS) and the PFS-SICRFFCGG exhibited KD = 4-6 µM towards human serum albumin. When injected in mice, the concentration of the PFS-SICRFFCGG in plasma was indistinguishable from the reference peptide, SA-21. More importantly, a conjugate of PFS-SICRFFCGG and peptide apelin-17 analogue (N3-PEG6-NMe17A2) showed retention in circulation similar to SA-21; in contrast, apelin-17 analogue was cleared from the circulation after 2 min. The PFS-SICRFFC is the smallest known peptide macrocycle with a significant affinity for human albumin and substantial in vivo circulation half-life. It is a productive starting point for future development of compact macrocycles with extended half-life in vivo.
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Affiliation(s)
- Jeffrey Y K Wong
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
| | - Arunika I Ekanayake
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
| | - Serhii Kharchenko
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
| | - Steven E Kirberger
- Department of Chemistry, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Ryan Qiu
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
| | - Payam Kelich
- Department of Chemistry and Biochemistry, University of Texas at El Paso, El Paso, TX, 79968, USA
| | - Susmita Sarkar
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
| | - Jiaqian Li
- Department of Chemistry, University of Minnesota, Minneapolis, MN, 55455, USA
| | | | - Edgar R Alvizo-Paez
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
| | - Jiayuan Miao
- Department of Chemistry, Tufts University, Medford, MA, 02155, USA
| | | | - J Dwyer John
- Ferring Research Institute, San Diego, CA, 92121, USA
| | - Hongsuk Kang
- Quantum Intelligence Corp., 31F, One IFC, 10 Gukjegeumyung-ro, Yeongdeungpo-gu-Seoul, Republic of Korea
| | - Hwanho Choi
- Quantum Intelligence Corp., 31F, One IFC, 10 Gukjegeumyung-ro, Yeongdeungpo-gu-Seoul, Republic of Korea
| | - John M Nuss
- Ferring Research Institute, San Diego, CA, 92121, USA
| | - John C Vederas
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
| | - Yu-Shan Lin
- Department of Chemistry, Tufts University, Medford, MA, 02155, USA
| | - Matthew S Macauley
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, AB, T6G 2E1, Canada
| | - Lela Vukovic
- Department of Chemistry and Biochemistry, University of Texas at El Paso, El Paso, TX, 79968, USA
| | | | - Ratmir Derda
- Department of Chemistry, University of Alberta, Edmonton, AB, T6G 2G2, Canada.
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8
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Kugler M, Hadzima M, Dzijak R, Rampmaier R, Srb P, Vrzal L, Voburka Z, Majer P, Řezáčová P, Vrabel M. Identification of specific carbonic anhydrase inhibitors via in situ click chemistry, phage-display and synthetic peptide libraries: comparison of the methods and structural study. RSC Med Chem 2023; 14:144-153. [PMID: 36760748 PMCID: PMC9890587 DOI: 10.1039/d2md00330a] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 11/10/2022] [Indexed: 11/19/2022] Open
Abstract
The development of highly active and selective enzyme inhibitors is one of the priorities of medicinal chemistry. Typically, various high-throughput screening methods are used to find lead compounds from a large pool of synthetic compounds, and these are further elaborated and structurally refined to achieve the desired properties. In an effort to streamline this complex and laborious process, new selection strategies based on different principles have recently emerged as an alternative. Herein, we compare three such selection strategies with the aim of identifying potent and selective inhibitors of human carbonic anhydrase II. All three approaches, in situ click chemistry, phage-display libraries and synthetic peptide libraries, led to the identification of more potent inhibitors when compared to the parent compounds. In addition, one of the inhibitor-peptide conjugates identified from the phage libraries showed greater than 100-fold selectivity for the enzyme isoform used for the compound selection. In an effort to rationalize the binding properties of the conjugates, we performed detailed crystallographic and NMR structural analysis, which revealed the structural basis of the compound affinity towards the enzyme and led to the identification of a novel exosite that could be utilized in the development of isoform specific inhibitors.
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Affiliation(s)
- Michael Kugler
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
| | - Martin Hadzima
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
- Department of Organic Chemistry, Faculty of Science, Charles University Albertov 6 12800 Praha 2 Czech Republic
| | - Rastislav Dzijak
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
| | - Robert Rampmaier
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
| | - Pavel Srb
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
| | - Lukáš Vrzal
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
| | - Zdeněk Voburka
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
| | - Pavel Majer
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
| | - Pavlína Řezáčová
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
| | - Milan Vrabel
- Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences Flemingovo nám. 2 16000 Prague Czech Republic
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9
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Lima GM, Atrazhev A, Sarkar S, Sojitra M, Reddy R, Torres-Obreque K, de Oliveira Rangel-Yagui C, Macauley MS, Monteiro G, Derda R. DNA-Encoded Multivalent Display of Chemically Modified Protein Tetramers on Phage: Synthesis and in Vivo Applications. ACS Chem Biol 2022; 17:3024-3035. [PMID: 34928124 DOI: 10.1021/acschembio.1c00835] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Phage display links the phenotype of displayed polypeptides with the DNA sequence in the phage genome and offers a universal method for the discovery of proteins with novel properties. However, the display of large multisubunit proteins on phages remains a challenge. A majority of protein display systems are based on monovalent phagemid constructs, but methods for the robust display of multiple copies of large proteins are scarce. Here, we describe a DNA-encoded display of a ∼ 200 kDa tetrameric l-asparaginase protein on M13 and fd phages produced by ligation of SpyCatcher-Asparaginase fusion (ScA) and PEGylated-ScA (PEG-ScA) to barcoded phage clones displaying SpyTag peptide. Starting from the SpyTag display on p3 or p8 coat proteins yielded constructs with five copies of ScA displayed on p3 (ScA-p3), ∼100 copies of ScA on p8 protein (ScA-p8) and ∼300 copies of PEG-ScA on p8 protein (PEG-ScA-p8). Display constructs of different valencies and chemical modifications on protein (e.g., PEGylation) can be injected into mice and analyzed by deep sequencing of the DNA barcodes associated with phage clones. In these multiplexed studies, we observed a density and protein-dependent clearance rate in vivo. Our observations link the absence of PEGylation and increase in density of the displayed protein with the increased rate of the endocytosis by cells in vivo. In conclusion, we demonstrate that a multivalent display of l-asparaginase on phages could be used to study the circulation life of this protein in vivo, and such an approach opens the possibility to use DNA sequencing to investigate multiplexed libraries of other multisubunit proteins in vivo.
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Affiliation(s)
- Guilherme M Lima
- Departamento de Tecnologia Bioquímico-Farmacêutica, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, 05508 000, Brazil.,Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Alexey Atrazhev
- Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Susmita Sarkar
- Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Mirat Sojitra
- Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Revathi Reddy
- Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Karin Torres-Obreque
- Departamento de Tecnologia Bioquímico-Farmacêutica, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, 05508 000, Brazil
| | - Carlota de Oliveira Rangel-Yagui
- Departamento de Tecnologia Bioquímico-Farmacêutica, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, 05508 000, Brazil
| | - Matthew S Macauley
- Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada.,Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
| | - Gisele Monteiro
- Departamento de Tecnologia Bioquímico-Farmacêutica, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, 05508 000, Brazil
| | - Ratmir Derda
- Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada
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10
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Ng S, Brueckner AC, Bahmanjah S, Deng Q, Johnston JM, Ge L, Duggal R, Habulihaz B, Barlock B, Ha S, Sadruddin A, Yeo C, Strickland C, Peier A, Henry B, Sherer EC, Partridge AW. Discovery and Structure-Based Design of Macrocyclic Peptides Targeting STUB1. J Med Chem 2022; 65:9789-9801. [PMID: 35853179 DOI: 10.1021/acs.jmedchem.2c00406] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Recent evidence suggests that deletion of STUB1─a pivotal negative regulator of interferon-γ sensing─may potentially clear malignant cells. However, current studies rely primarily on genetic approaches, as pharmacological inhibitors of STUB1 are lacking. Identifying a tool compound will be a step toward validating the target in a broader therapeutic sense. Herein, screening more than a billion macrocyclic peptides resulted in STUB1 binders, which were further optimized by a structure-enabled in silico design. The strategy to replace the macrocyclic peptides' hydrophilic and solvent-exposed region with a hydrophobic scaffold improved cellular permeability while maintaining the binding conformation. Further substitution of the permeability-limiting terminal aspartic acid with a tetrazole bioisostere retained the binding to a certain extent while improving permeability, suggesting a path forward. Although not optimal for cellular study, the current lead provides a valuable template for further development into selective tool compounds for STUB1 to enable target validation.
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Affiliation(s)
- Simon Ng
- Quantitative Biosciences, MSD, 8 Biomedical Grove, Singapore 138665
| | - Alexander C Brueckner
- Computational & Structural Chemistry, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Soheila Bahmanjah
- Computational & Structural Chemistry, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Qiaolin Deng
- Computational & Structural Chemistry, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Jennifer M Johnston
- Computational & Structural Chemistry, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Lan Ge
- Cell Sciences Innovation, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Ruchia Duggal
- ADME Group 2, Merck & Co., Inc., 33 Avenue Louis Pasteur, Boston, Massachusetts 02115, United States
| | - Bahanu Habulihaz
- PPDM ADME Transporters & In Vitro Technology, Merck & Co., Inc., 126 East Lincoln Ave, Rahway, New Jersey 07065, United States
| | - Benjamin Barlock
- ADME Group 2, Merck & Co., Inc., 33 Avenue Louis Pasteur, Boston, Massachusetts 02115, United States
| | - Sookhee Ha
- Computational & Structural Chemistry, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Ahmad Sadruddin
- Quantitative Biosciences, MSD, 8 Biomedical Grove, Singapore 138665
| | - Constance Yeo
- Quantitative Biosciences, MSD, 8 Biomedical Grove, Singapore 138665
| | - Corey Strickland
- Computational & Structural Chemistry, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Andrea Peier
- Screening & Compound Profiling, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
| | - Brian Henry
- Quantitative Biosciences, MSD, 8 Biomedical Grove, Singapore 138665
| | - Edward C Sherer
- Computational & Structural Chemistry, Merck & Co., Inc., 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
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11
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Melsen PRA, Yoshisada R, Jongkees SAK. Opportunities for Expanding Encoded Chemical Diversification and Improving Hit Enrichment in mRNA-Displayed Peptide Libraries. Chembiochem 2022; 23:e202100685. [PMID: 35100479 PMCID: PMC9306583 DOI: 10.1002/cbic.202100685] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/27/2022] [Indexed: 11/07/2022]
Abstract
DNA-encoded small-molecule libraries and mRNA displayed peptide libraries both use numerically large pools of oligonucleotide-tagged molecules to identify potential hits for protein targets. They differ dramatically, however, in the 'drug-likeness' of the molecules that each can be used to discover. We give here an overview of the two techniques, comparing some advantages and disadvantages of each, and suggest areas where particularly mRNA display can benefit from adopting advances developed with DNA-encoded small molecule libraries. We outline cases where chemical modification of the peptide library has already been used in mRNA display, and survey opportunities to expand this using examples from DNA-encoded small molecule libraries. We also propose potential opportunities for encoding such reactions within the mRNA/cDNA tag of an mRNA-displayed peptide library to allow a more diversity-oriented approach to library modification. Finally, we outline alternate approaches for enriching target-binding hits from a pooled and tagged library, and close by detailing several examples of how an adjusted mRNA-display based approach could be used to discover new 'drug-like' modified small peptides.
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Affiliation(s)
- Paddy R. A. Melsen
- Department of Chemistry and Pharmaceutical SciencesVU AmsterdamDe Boelelaan 11081081 HZAmsterdamThe Netherlands
| | - Ryoji Yoshisada
- Department of Chemistry and Pharmaceutical SciencesVU AmsterdamDe Boelelaan 11081081 HZAmsterdamThe Netherlands
| | - Seino A. K. Jongkees
- Department of Chemistry and Pharmaceutical SciencesVU AmsterdamDe Boelelaan 11081081 HZAmsterdamThe Netherlands
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12
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Liu H, Xie W, Huang Z, Yao C, Han Y, Huang W. Recent Advances in Flexible Zn-Air Batteries: Materials for Electrodes and Electrolytes. SMALL METHODS 2022; 6:e2101116. [PMID: 35041275 DOI: 10.1002/smtd.202101116] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 10/16/2021] [Indexed: 06/14/2023]
Abstract
Flexible Zn-air batteries (ZABs) draw much attention due to the merits of high energy density, stability, and safety, and show potential applications for wearable devices. However, the development of flexible ZABs with great energy density, high round-trip efficiency, and long cycle life for practical applications is highly restricted by the lack of highly active oxygen catalysts, high ion-conducting solid-state electrolytes, appropriate Zn anodes, and advanced battery configuration. Promising oxygen catalysts should possess both, superior oxygen reduction reaction and oxygen evolution reaction performance and can be directly used as self-supporting cathodes without loading catalysts on support materials such as carbon cloth. In addition, electrolytes play an important role in ZABs; a good electrolyte should be in all-solid state with high ion conductivity. Moreover, for an excellent Zn anode, it is required to stably contact the electrolyte interface during the bending process. Therefore, in this review, recent advances in ZABs are summarized, including: i) the powder and 3D self-supporting oxygen catalysts, ii) the species of solid-state electrolytes, and iii) the rational design of Zn anodes. Finally, the challenges and opportunities of this promising field are presented.
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Affiliation(s)
- Haoran Liu
- Frontiers Science Center for Flexible Electronics, Institute of Flexible Electronics (IFE), and Ningbo Institute of NPU, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Wen Xie
- Frontiers Science Center for Flexible Electronics, Institute of Flexible Electronics (IFE), and Ningbo Institute of NPU, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Zeyi Huang
- Frontiers Science Center for Flexible Electronics, Institute of Flexible Electronics (IFE), and Ningbo Institute of NPU, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Chuanhao Yao
- Frontiers Science Center for Flexible Electronics, Institute of Flexible Electronics (IFE), and Ningbo Institute of NPU, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Yunhu Han
- Frontiers Science Center for Flexible Electronics, Institute of Flexible Electronics (IFE), and Ningbo Institute of NPU, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Wei Huang
- Frontiers Science Center for Flexible Electronics, Institute of Flexible Electronics (IFE), and Ningbo Institute of NPU, Northwestern Polytechnical University, Xi'an, 710072, China
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13
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Fujiwara D, Mihara K, Takayama R, Nakamura Y, Ueda M, Tsumuraya T, Fujii I. Chemical Modification of Phage-Displayed Helix-Loop-Helix Peptides to Construct Kinase-Focused Libraries. Chembiochem 2021; 22:3406-3409. [PMID: 34605137 PMCID: PMC9297947 DOI: 10.1002/cbic.202100450] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 10/01/2021] [Indexed: 11/11/2022]
Abstract
Conformationally constrained peptides hold promise as molecular tools in chemical biology and as a new modality in drug discovery. The construction and screening of a target-focused library could be a promising approach for the generation of de novo ligands or inhibitors against target proteins. Here, we have prepared a protein kinase-focused library by chemically modifying helix-loop-helix (HLH) peptides displayed on phage and subsequently tethered to adenosine. The library was screened against aurora kinase A (AurA). The selected HLH peptide Bip-3 retained the α-helical structure and bound to AurA with a KD value of 13.7 μM. Bip-3 and the adenosine-tethered peptide Bip-3-Adc provided IC50 values of 103 μM and 7.7 μM, respectively, suggesting that Bip-3-Adc bivalently inhibited AurA. In addition, the selectivity of Bip-3-Adc to several protein kinases was tested, and was highest against AurA. These results demonstrate that chemical modification can enable the construction of a kinase-focused library of phage-displayed HLH peptides.
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Affiliation(s)
- Daisuke Fujiwara
- Department of Biological ScienceGraduate School of ScienceOsaka Prefecture University1-1, Gakuen-cho, Naka-ku, SakaiOsaka599-8531Japan
| | - Kousuke Mihara
- Department of Biological ScienceGraduate School of ScienceOsaka Prefecture University1-1, Gakuen-cho, Naka-ku, SakaiOsaka599-8531Japan
| | - Ryo Takayama
- Department of Biological ScienceGraduate School of ScienceOsaka Prefecture University1-1, Gakuen-cho, Naka-ku, SakaiOsaka599-8531Japan
| | - Yusuke Nakamura
- Department of Biological ScienceGraduate School of ScienceOsaka Prefecture University1-1, Gakuen-cho, Naka-ku, SakaiOsaka599-8531Japan
| | - Mitsuhiro Ueda
- Department of ChemistryGraduate School of ScienceOsaka Prefecture University1-1, Gakuen-cho, Naka-ku, SakaiOsaka599-8531Japan
| | - Takeshi Tsumuraya
- Department of Biological ScienceGraduate School of ScienceOsaka Prefecture University1-1, Gakuen-cho, Naka-ku, SakaiOsaka599-8531Japan
| | - Ikuo Fujii
- Department of Biological ScienceGraduate School of ScienceOsaka Prefecture University1-1, Gakuen-cho, Naka-ku, SakaiOsaka599-8531Japan
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14
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Wong JYK, Mukherjee R, Miao J, Bilyk O, Triana V, Miskolzie M, Henninot A, Dwyer JJ, Kharchenko S, Iampolska A, Volochnyuk DM, Lin YS, Postovit LM, Derda R. Genetically-encoded discovery of proteolytically stable bicyclic inhibitors for morphogen NODAL. Chem Sci 2021; 12:9694-9703. [PMID: 34349940 PMCID: PMC8294009 DOI: 10.1039/d1sc01916c] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 05/25/2021] [Indexed: 12/19/2022] Open
Abstract
In this manuscript, we developed a two-fold symmetric linchpin (TSL) that converts readily available phage-displayed peptides libraries made of 20 common amino acids to genetically-encoded libraries of bicyclic peptides displayed on phage. TSL combines an aldehyde-reactive group and two thiol-reactive groups; it bridges two side chains of cysteine [C] with an N-terminal aldehyde group derived from the N-terminal serine [S], yielding a novel bicyclic topology that lacks a free N-terminus. Phage display libraries of SX1CX2X3X4X5X6X7C sequences, where X is any amino acid but Cys, were converted to a library of bicyclic TSL-[S]X1[C]X2X3X4X5X6X7[C] peptides in 45 ± 15% yield. Using this library and protein morphogen NODAL as a target, we discovered bicyclic macrocycles that specifically antagonize NODAL-induced signaling in cancer cells. At a 10 μM concentration, two discovered bicyclic peptides completely suppressed NODAL-induced phosphorylation of SMAD2 in P19 embryonic carcinoma cells. The TSL-[S]Y[C]KRAHKN[C] bicycle inhibited NODAL-induced proliferation of NODAL-TYK-nu ovarian carcinoma cells with apparent IC50 of 1 μM. The same bicycle at 10 μM concentration did not affect the growth of the control TYK-nu cells. TSL-bicycles remained stable over the course of the 72 hour-long assays in a serum-rich cell-culture medium. We further observed general stability in mouse serum and in a mixture of proteases (Pronase™) for 21 diverse bicyclic macrocycles of different ring sizes, amino acid sequences, and cross-linker geometries. TSL-constrained peptides to expand the previously reported repertoire of phage-displayed bicyclic architectures formed by cross-linking Cys side chains. We anticipate that it will aid the discovery of proteolytically stable bicyclic inhibitors for a variety of protein targets.
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Affiliation(s)
- Jeffrey Y-K Wong
- Department of Chemistry, University of Alberta Edmonton AB T6G 2G2 Canada
| | - Raja Mukherjee
- Department of Chemistry, University of Alberta Edmonton AB T6G 2G2 Canada
| | - Jiayuan Miao
- Department of Chemistry, Tufts University Medford MA 02155 USA
| | - Olena Bilyk
- Department of Experimental Oncology, University of Alberta Edmonton AB T6G 2G2 Canada
| | - Vivian Triana
- Department of Chemistry, University of Alberta Edmonton AB T6G 2G2 Canada
| | - Mark Miskolzie
- Department of Chemistry, University of Alberta Edmonton AB T6G 2G2 Canada
| | | | - John J Dwyer
- Ferring Research Institute San Diego California 92121 USA
| | | | - Anna Iampolska
- Enamine Ltd. Chervonotkatska Street 78 Kyiv 02094 Ukraine
| | | | - Yu-Shan Lin
- Department of Chemistry, Tufts University Medford MA 02155 USA
| | - Lynne-Marie Postovit
- Department of Experimental Oncology, University of Alberta Edmonton AB T6G 2G2 Canada
| | - Ratmir Derda
- Department of Chemistry, University of Alberta Edmonton AB T6G 2G2 Canada
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15
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Sojitra M, Sarkar S, Maghera J, Rodrigues E, Carpenter EJ, Seth S, Ferrer Vinals D, Bennett NJ, Reddy R, Khalil A, Xue X, Bell MR, Zheng RB, Zhang P, Nycholat C, Bailey JJ, Ling CC, Lowary TL, Paulson JC, Macauley MS, Derda R. Genetically encoded multivalent liquid glycan array displayed on M13 bacteriophage. Nat Chem Biol 2021; 17:806-816. [PMID: 33958792 PMCID: PMC8380037 DOI: 10.1038/s41589-021-00788-5] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 03/24/2021] [Indexed: 02/02/2023]
Abstract
The central dogma of biology does not allow for the study of glycans using DNA sequencing. We report a liquid glycan array (LiGA) platform comprising a library of DNA 'barcoded' M13 virions that display 30-1,500 copies of glycans per phage. A LiGA is synthesized by acylation of the phage pVIII protein with a dibenzocyclooctyne, followed by ligation of azido-modified glycans. Pulldown of the LiGA with lectins followed by deep sequencing of the barcodes in the bound phage decodes the optimal structure and density of the recognized glycans. The LiGA is target agnostic and can measure the glycan-binding profile of lectins, such as CD22, on cells in vitro and immune cells in a live mouse. From a mixture of multivalent glycan probes, LiGAs identify the glycoconjugates with optimal avidity necessary for binding to lectins on living cells in vitro and in vivo.
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Affiliation(s)
- Mirat Sojitra
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Susmita Sarkar
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Jasmine Maghera
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Emily Rodrigues
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Eric J Carpenter
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Shaurya Seth
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | | | - Nicholas J Bennett
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Revathi Reddy
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Amira Khalil
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, The British University in Egypt, El Sherouk, Egypt
| | - Xiaochao Xue
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Michael R Bell
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | | | - Ping Zhang
- Department of Chemistry, University of Calgary, Calgary, Alberta, Canada
| | - Corwin Nycholat
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, USA
| | - Justin J Bailey
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
| | - Chang-Chun Ling
- Department of Chemistry, University of Calgary, Calgary, Alberta, Canada
| | - Todd L Lowary
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
- Institute of Biological Chemistry, Academia Sinica, Nangang, Taipei, Taiwan
- Institute of Biochemical Sciences, National Taiwan University, Da'an, Taipei, Taiwan
| | - James C Paulson
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, USA
| | - Matthew S Macauley
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada
- Department of Medical Microbiology and Immunology, University of Alberta, Edmonton, Alberta, Canada
| | - Ratmir Derda
- Department of Chemistry, University of Alberta, Edmonton, Alberta, Canada.
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16
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Affiliation(s)
- Christian Heinis
- Institute of Chemical Sciences and Engineering, École Polytechnique Fédéral de Lausanne, Lausanne, Switzerland.
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17
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Ekanayake AI, Sobze L, Kelich P, Youk J, Bennett NJ, Mukherjee R, Bhardwaj A, Wuest F, Vukovic L, Derda R. Genetically Encoded Fragment-Based Discovery from Phage-Displayed Macrocyclic Libraries with Genetically Encoded Unnatural Pharmacophores. J Am Chem Soc 2021; 143:5497-5507. [PMID: 33784084 DOI: 10.1021/jacs.1c01186] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Genetically encoded macrocyclic peptide libraries with unnatural pharmacophores are valuable sources for the discovery of ligands for many targets of interest. Traditionally, generation of such libraries employs "early stage" incorporation of unnatural building blocks into the chemically or translationally produced macrocycles. Here, we describe a divergent late-stage approach to such libraries starting from readily available starting material: genetically encoded libraries of peptides. A diketone linchpin 1,5-dichloropentane-2,4-dione converts peptide libraries displayed on phage to 1,3-diketone bearing macrocyclic peptides (DKMP): shelf-stable precursors for Knorr pyrazole synthesis. Ligation of diverse hydrazine derivatives onto DKMP libraries displayed on phage that carries silent DNA-barcodes yields macrocyclic libraries in which the amino acid sequence and the pharmacophore are encoded by DNA. Selection of this library against carbonic anhydrase enriched macrocycles with benzenesulfonamide pharmacophore and nanomolar Kd. The methodology described in this manuscript can graft diverse pharmacophores into many existing genetically encoded phage libraries and significantly increase the value of such libraries in molecular discoveries.
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Affiliation(s)
- Arunika I Ekanayake
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Lena Sobze
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Payam Kelich
- Department of Chemistry and Biochemistry, University of Texas at El Paso, El Paso, Texas 79968, United States
| | - Jihea Youk
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Nicholas J Bennett
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Raja Mukherjee
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Atul Bhardwaj
- Cross Cancer Institute, University of Alberta, Edmonton, AB T6G 1Z2, Canada
| | - Frank Wuest
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
- Cross Cancer Institute, University of Alberta, Edmonton, AB T6G 1Z2, Canada
| | - Lela Vukovic
- Department of Chemistry and Biochemistry, University of Texas at El Paso, El Paso, Texas 79968, United States
| | - Ratmir Derda
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
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18
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Islam M, Kehoe HP, Lissoos JB, Huang M, Ghadban CE, Sánchez GB, Lane HZ, Van Deventer JA. Chemical Diversification of Simple Synthetic Antibodies. ACS Chem Biol 2021; 16:344-359. [PMID: 33482061 PMCID: PMC8096149 DOI: 10.1021/acschembio.0c00865] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Antibodies possess properties that make them valuable as therapeutics, diagnostics, and basic research tools. However, antibody chemical reactivity and covalent antigen binding are constrained, or even prevented, by the narrow range of chemistries encoded in canonical amino acids. In this work, we investigate strategies for leveraging an expanded range of chemical functionality using yeast displayed antibodies containing noncanonical amino acids (ncAAs) in or near antibody complementarity determining regions (CDRs). To enable systematic characterization of the effects of ncAA incorporation on antibody function, we first investigated whether diversification of a single antibody loop would support the isolation of binding clones against immunoglobulins from three species. We constructed and screened a billion-member library containing canonical amino acid diversity and loop length diversity only within the third complementarity determining region of the heavy chain (CDR-H3). Isolated clones exhibited moderate affinities (double- to triple-digit nanomolar affinities) and, in several cases, single-species specificity, confirming that antibody specificity can be mediated by a single CDR. This constrained diversity enabled the utilization of additional CDRs for the installation of chemically reactive and photo-cross-linkable ncAAs. Binding studies of ncAA-substituted antibodies revealed that ncAA incorporation is reasonably well tolerated, with observed changes in affinity occurring as a function of ncAA side chain identity, substitution site, and the ncAA incorporation machinery used. Multiple azide-containing ncAAs supported copper-catalyzed azide-alkyne cycloaddition (CuAAC) and strain-promoted azide-alkyne cycloaddition (SPAAC) without the abrogation of binding function. Similarly, several alkyne substitutions facilitated CuAAC without the apparent disruption of binding. Finally, antibodies substituted with a photo-cross-linkable ncAA were evaluated for ultraviolet-mediated cross-linking on the yeast surface. Competition-based assays revealed position-dependent covalent linkages, strongly suggesting successful cross-linking. Key findings regarding CuAAC reactions and photo-cross-linking on the yeast surface were confirmed using soluble forms of ncAA-substituted clones. The consistency of findings on the yeast surface and in solution suggest that chemical diversification can be incorporated into yeast display screening approaches. Taken together, our results highlight the power of integrating the use of yeast display and ncAAs in search of proteins with "chemically augmented" binding functions. This includes strategies for systematically introducing small molecule functionality within binding protein structures and evaluating protein-based covalent target binding. The efficient preparation and chemical diversification of antibodies on the yeast surface open up new possibilities for discovering "drug-like" protein leads in high throughput.
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Affiliation(s)
- Mariha Islam
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - Haixing P. Kehoe
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - Jacob B. Lissoos
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - Manjie Huang
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - Christopher E. Ghadban
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - Greg B. Sánchez
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - Hanan Z. Lane
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - James A. Van Deventer
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
- Biomedical Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
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19
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Wu Y, Williams J, Calder EDD, Walport LJ. Strategies to expand peptide functionality through hybridisation with a small molecule component. RSC Chem Biol 2021; 2:151-165. [PMID: 34458778 PMCID: PMC8341444 DOI: 10.1039/d0cb00167h] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 11/09/2020] [Indexed: 02/04/2023] Open
Abstract
Combining different compound classes gives molecular hybrids that can offer access to novel chemical space and unique properties. Peptides provide ideal starting points for such molecular hybrids, which can be easily modified with a variety of molecular entities. The addition of small molecules can improve the potency, stability and cell permeability of therapeutically relevant peptides. Furthermore, they are often applied to create peptide-based tools in chemical biology. In this review, we discuss general methods that allow the discovery of this compound class and highlight key examples of peptide-small molecule hybrids categorised by the application and function of the small molecule entity.
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Affiliation(s)
- Yuteng Wu
- Protein-Protein Interaction Laboratory, The Francis Crick Institute London UK
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London London UK
| | - Jack Williams
- Protein-Protein Interaction Laboratory, The Francis Crick Institute London UK
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London London UK
| | - Ewen D D Calder
- Protein-Protein Interaction Laboratory, The Francis Crick Institute London UK
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London London UK
| | - Louise J Walport
- Protein-Protein Interaction Laboratory, The Francis Crick Institute London UK
- Department of Chemistry, Molecular Sciences Research Hub, Imperial College London London UK
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20
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Dotter H, Boll M, Eder M, Eder AC. Library and post-translational modifications of peptide-based display systems. Biotechnol Adv 2021; 47:107699. [PMID: 33513435 DOI: 10.1016/j.biotechadv.2021.107699] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2020] [Revised: 01/04/2021] [Accepted: 01/14/2021] [Indexed: 12/27/2022]
Abstract
Innovative biotechnological methods empower the successful identification of new drug candidates. Phage, ribosome and mRNA display represent high throughput screenings, allowing fast and efficient progress in the field of targeted drug discovery. The identification range comprises low molecular weight peptides up to whole antibodies. However, a major challenge poses the stability and affinity in particular of peptides. Chemical modifications e.g. the introduction of unnatural amino acids or cyclization, have been proven to be essential tools to overcome these limitations. This review article particularly focuses on available methods for the targeted chemical modification of peptides and peptide libraries in selected display approaches.
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Affiliation(s)
- Hanna Dotter
- Department of Nuclear Medicine, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; Division of Radiopharmaceutical Development, German Cancer Consortium, partner site Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany, and German Cancer Research Center, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Melanie Boll
- Department of Nuclear Medicine, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; Division of Radiopharmaceutical Development, German Cancer Consortium, partner site Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany, and German Cancer Research Center, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Matthias Eder
- Department of Nuclear Medicine, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; Division of Radiopharmaceutical Development, German Cancer Consortium, partner site Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany, and German Cancer Research Center, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany.
| | - Ann-Christin Eder
- Department of Nuclear Medicine, University Medical Center Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany; Division of Radiopharmaceutical Development, German Cancer Consortium, partner site Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany, and German Cancer Research Center, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
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21
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Iskandar SE, Haberman VA, Bowers AA. Expanding the Chemical Diversity of Genetically Encoded Libraries. ACS COMBINATORIAL SCIENCE 2020; 22:712-733. [PMID: 33167616 PMCID: PMC8284915 DOI: 10.1021/acscombsci.0c00179] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The power of ribosomes has increasingly been harnessed for the synthesis and selection of molecular libraries. Technologies, such as phage display, yeast display, and mRNA display, effectively couple genotype to phenotype for the molecular evolution of high affinity epitopes for many therapeutic targets. Genetic code expansion is central to the success of these technologies, allowing researchers to surpass the intrinsic capabilities of the ribosome and access new, genetically encoded materials for these selections. Here, we review techniques for the chemical expansion of genetically encoded libraries, their abilities and limits, and opportunities for further development. Importantly, we also discuss methods and metrics used to assess the efficiency of modification and library diversity with these new techniques.
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Affiliation(s)
- Sabrina E Iskandar
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Victoria A Haberman
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Albert A Bowers
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
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22
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Rogers JM. Peptide Folding and Binding Probed by Systematic Non-canonical Mutagenesis. Front Mol Biosci 2020; 7:100. [PMID: 32671094 PMCID: PMC7326784 DOI: 10.3389/fmolb.2020.00100] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Accepted: 05/04/2020] [Indexed: 12/20/2022] Open
Abstract
Many proteins and peptides fold upon binding another protein. Mutagenesis has proved an essential tool in the study of these multi-step molecular recognition processes. By comparing the biophysical behavior of carefully selected mutants, the concert of interactions and conformational changes that occur during folding and binding can be separated and assessed. Recently, this mutagenesis approach has been radically expanded by deep mutational scanning methods, which allow for many thousands of mutations to be examined in parallel. Furthermore, these high-throughput mutagenesis methods have been expanded to include mutations to non-canonical amino acids, returning peptide structure-activity relationships with unprecedented depth and detail. These developments are timely, as the insights they provide can guide the optimization of de novo cyclic peptides, a promising new modality for chemical probes and therapeutic agents.
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Affiliation(s)
- Joseph M Rogers
- Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
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23
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Fleming SR, Himes PM, Ghodge SV, Goto Y, Suga H, Bowers AA. Exploring the Post-translational Enzymology of PaaA by mRNA Display. J Am Chem Soc 2020; 142:5024-5028. [PMID: 32109054 DOI: 10.1021/jacs.0c01576] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
PaaA is a RiPP enzyme that catalyzes the transformation of two glutamic acid residues within a substrate peptide into the bicyclic core of Pantocin A. Here, for the first time, we use mRNA display techniques to understand RiPP enzyme-substrate interactions to illuminate PaaA substrate recognition. Additionally, our data revealed insights into the enzymatic timing of glutamic acid modification. The technique developed is quite sensitive and a significant advancement over current RiPP studies and opens the door to enzyme modified mRNA display libraries for natural product-like inhibitor pans.
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Affiliation(s)
- Steven R Fleming
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Paul M Himes
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Swapnil V Ghodge
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States.,Early Discovery Biochemistry Department, Genentech Inc., South San Francisco, California 94114, United States
| | - Yuki Goto
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan.,JST, PRESTO, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Hiroaki Suga
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan.,JST, CREST, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Albert A Bowers
- Division of Chemical Biology and Medicinal Chemistry, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
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24
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Bozovičar K, Bratkovič T. Evolving a Peptide: Library Platforms and Diversification Strategies. Int J Mol Sci 2019; 21:E215. [PMID: 31892275 PMCID: PMC6981544 DOI: 10.3390/ijms21010215] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 12/22/2019] [Accepted: 12/25/2019] [Indexed: 12/22/2022] Open
Abstract
Peptides are widely used in pharmaceutical industry as active pharmaceutical ingredients, versatile tools in drug discovery, and for drug delivery. They find themselves at the crossroads of small molecules and proteins, possessing favorable tissue penetration and the capability to engage into specific and high-affinity interactions with endogenous receptors. One of the commonly employed approaches in peptide discovery and design is to screen combinatorial libraries, comprising a myriad of peptide variants of either chemical or biological origin. In this review, we focus mainly on recombinant peptide libraries, discussing different platforms for their display or expression, and various diversification strategies for library design. We take a look at well-established technologies as well as new developments and future directions.
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Affiliation(s)
| | - Tomaž Bratkovič
- Department of Pharmaceutical Biology, Faculty of Pharmacy, University of Ljubljana, Aškerčeva Cesta 7, SI-1000 Ljubljana, Slovenia;
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25
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Derda R, Ng S. Genetically encoded fragment-based discovery. Curr Opin Chem Biol 2019; 50:128-137. [DOI: 10.1016/j.cbpa.2019.03.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 03/09/2019] [Accepted: 03/12/2019] [Indexed: 12/30/2022]
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26
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Kunig V, Potowski M, Gohla A, Brunschweiger A. DNA-encoded libraries - an efficient small molecule discovery technology for the biomedical sciences. Biol Chem 2019; 399:691-710. [PMID: 29894294 DOI: 10.1515/hsz-2018-0119] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2018] [Accepted: 04/12/2018] [Indexed: 12/12/2022]
Abstract
DNA-encoded compound libraries are a highly attractive technology for the discovery of small molecule protein ligands. These compound collections consist of small molecules covalently connected to individual DNA sequences carrying readable information about the compound structure. DNA-tagging allows for efficient synthesis, handling and interrogation of vast numbers of chemically synthesized, drug-like compounds. They are screened on proteins by an efficient, generic assay based on Darwinian principles of selection. To date, selection of DNA-encoded libraries allowed for the identification of numerous bioactive compounds. Some of these compounds uncovered hitherto unknown allosteric binding sites on target proteins; several compounds proved their value as chemical biology probes unraveling complex biology; and the first examples of clinical candidates that trace their ancestry to a DNA-encoded library were reported. Thus, DNA-encoded libraries proved their value for the biomedical sciences as a generic technology for the identification of bioactive drug-like molecules numerous times. However, large scale experiments showed that even the selection of billions of compounds failed to deliver bioactive compounds for the majority of proteins in an unbiased panel of target proteins. This raises the question of compound library design.
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Affiliation(s)
- Verena Kunig
- Department of Chemistry and Chemical Biology, TU Dortmund University, Otto-Hahn-Str. 6, D-44227 Dortmund, Germany
| | - Marco Potowski
- Department of Chemistry and Chemical Biology, TU Dortmund University, Otto-Hahn-Str. 6, D-44227 Dortmund, Germany
| | - Anne Gohla
- Department of Chemistry and Chemical Biology, TU Dortmund University, Otto-Hahn-Str. 6, D-44227 Dortmund, Germany
| | - Andreas Brunschweiger
- Department of Chemistry and Chemical Biology, TU Dortmund University, Otto-Hahn-Str. 6, D-44227 Dortmund, Germany
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27
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Abstract
The 20 proteinogenic amino acids have physicochemical properties that allow peptides and proteins to fold and bind. However, there are numerous unnatural, nonproteinogenic amino acids that may be equally good, or even better, at folding and binding. Exploration of these alternative peptide building blocks has been limited by slow, one-at-a-time synthesis and testing. We describe how, in a single experiment, multiple nonproteinogenic amino acids can be trialed at all positions in a peptide sequence, with thousands of modifications tested in parallel. This permits detailed analysis of how chemical structure relates to function and allows for systematic comparisons of proteinogenic and nonproteinogenic chemistry. Such analysis can guide the improvement of drug-candidate peptides, including the therapeutically promising class of cyclic peptides. High-resolution structure–activity analysis of polypeptides requires amino acid structures that are not present in the universal genetic code. Examination of peptide and protein interactions with this resolution has been limited by the need to individually synthesize and test peptides containing nonproteinogenic amino acids. We describe a method to scan entire peptide sequences with multiple nonproteinogenic amino acids and, in parallel, determine the thermodynamics of binding to a partner protein. By coupling genetic code reprogramming to deep mutational scanning, any number of amino acids can be exhaustively substituted into peptides, and single experiments can return all free energy changes of binding. We validate this approach by scanning two model protein-binding peptides with 21 diverse nonproteinogenic amino acids. Dense structure–activity maps were produced at the resolution of single aliphatic atom insertions and deletions. This permits rapid interrogation of interaction interfaces, as well as optimization of affinity, fine-tuning of physical properties, and systematic assessment of nonproteinogenic amino acids in binding and folding.
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28
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Vinals DF, Kitov PI, Tu Z, Zou C, Cairo CW, Lin HCH, Derda R. Selection of galectin-3 ligands derived from genetically encoded glycopeptide libraries. Pept Sci (Hoboken) 2018. [DOI: 10.1002/pep2.24097] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | - Pavel I. Kitov
- Department of Chemistry; University of Alberta; Edmonton Alberta Canada
| | - Zhijay Tu
- Institute of Biological Chemistry, Academia Sinica; Taipei Taiwan
| | - Chunxia Zou
- Department of Chemistry; University of Alberta; Edmonton Alberta Canada
| | | | | | - Ratmir Derda
- Department of Chemistry; University of Alberta; Edmonton Alberta Canada
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29
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Ng S, Bennett NJ, Schulze J, Gao N, Rademacher C, Derda R. Genetically-encoded fragment-based discovery of glycopeptide ligands for DC-SIGN. Bioorg Med Chem 2018; 26:5368-5377. [PMID: 30344001 DOI: 10.1016/j.bmc.2018.08.036] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Revised: 07/18/2018] [Accepted: 08/27/2018] [Indexed: 11/19/2022]
Abstract
We have employed genetically-encoded fragment-based discovery to identify novel glycopeptides with affinity for the dendritic cell receptor DC-SIGN. Starting from libraries of 108 mannose-conjugated peptides, we identified glycopeptides that exhibited up to a 650-fold increase in multivalent binding affinity for DC-SIGN, which is also preserved in cells. Monovalently, our most potent glycopeptides have a similar potency to a Man3 oligosaccharide, representing a 15-fold increase in activity compared to mannose. These compounds represent the first examples of glycopeptide ligands that target the CRD of DC-SIGN. The natural framework of glycopeptide conjugates and the simplicity of orthogonal conjugation to make these glycopeptides anticipates a promising future for development of DC-SIGN-targeting moieties.
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Affiliation(s)
- Simon Ng
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | | | - Jessica Schulze
- Department of Biomolecular Systems, Max Planck Institute of Colloids and Interfaces, Potsdam 14424, Germany
| | - Nan Gao
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Christoph Rademacher
- Department of Biomolecular Systems, Max Planck Institute of Colloids and Interfaces, Potsdam 14424, Germany
| | - Ratmir Derda
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada.
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30
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Abstract
In this report, we describe an efficient way to generate libraries of macrocyclic glycopeptides in one step by reacting phage-displayed libraries of peptides with dichloro-oxime derivatives. We showed that the reactions do not interfere with the ability of phage to replicate in bacteria. The reactions are site-selective for phage-displayed peptides and they do not modify any other proteins of phage. The technology described in this report will be instrumental for genetic selection of macrocyclic glycopeptides for diverse glycan-binding proteins.
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Affiliation(s)
- Simon Ng
- Alberta Glycomics Centre and Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada.
| | - Ratmir Derda
- Alberta Glycomics Centre and Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada.
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31
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He B, Tjhung KF, Bennett NJ, Chou Y, Rau A, Huang J, Derda R. Compositional Bias in Naïve and Chemically-modified Phage-Displayed Libraries uncovered by Paired-end Deep Sequencing. Sci Rep 2018; 8:1214. [PMID: 29352178 PMCID: PMC5775325 DOI: 10.1038/s41598-018-19439-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2017] [Accepted: 01/02/2018] [Indexed: 01/09/2023] Open
Abstract
Understanding the composition of a genetically-encoded (GE) library is instrumental to the success of ligand discovery. In this manuscript, we investigate the bias in GE-libraries of linear, macrocyclic and chemically post-translationally modified (cPTM) tetrapeptides displayed on the M13KE platform, which are produced via trinucleotide cassette synthesis (19 codons) and NNK-randomized codon. Differential enrichment of synthetic DNA {S}, ligated vector {L} (extension and ligation of synthetic DNA into the vector), naïve libraries {N} (transformation of the ligated vector into the bacteria followed by expression of the library for 4.5 hours to yield a "naïve" library), and libraries chemically modified by aldehyde ligation and cysteine macrocyclization {M} characterized by paired-end deep sequencing, detected a significant drop in diversity in {L} → {N}, but only a minor compositional difference in {S} → {L} and {N} → {M}. Libraries expressed at the N-terminus of phage protein pIII censored positively charged amino acids Arg and Lys; libraries expressed between pIII domains N1 and N2 overcame Arg/Lys-censorship but introduced new bias towards Gly and Ser. Interrogation of biases arising from cPTM by aldehyde ligation and cysteine macrocyclization unveiled censorship of sequences with Ser/Phe. Analogous analysis can be used to explore library diversity in new display platforms and optimize cPTM of these libraries.
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Affiliation(s)
- Bifang He
- Department of Chemistry and Alberta Glycomics Centre, University of Alberta, Edmonton, AB T6G 2G2, Canada
- Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Katrina F Tjhung
- Department of Chemistry and Alberta Glycomics Centre, University of Alberta, Edmonton, AB T6G 2G2, Canada
- The Scripps Research Institute, 10550 N. Torrey Pines Rd., La Jolla, CA, 92037, USA
- The Salk Institute, 10010 N. Torrey Pines Rd., La Jolla, CA, 92037, USA
| | - Nicholas J Bennett
- Department of Chemistry and Alberta Glycomics Centre, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Ying Chou
- Department of Chemistry and Alberta Glycomics Centre, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Andrea Rau
- GABI, INRA, AgroParisTech, Université Paris-Saclay, 78350, Jouy-en-Josas, France
| | - Jian Huang
- Key Laboratory for NeuroInformation of Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
- Center for Information in Biology, University of Electronic Science and Technology of China, Chengdu, 610054, China
| | - Ratmir Derda
- Department of Chemistry and Alberta Glycomics Centre, University of Alberta, Edmonton, AB T6G 2G2, Canada.
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32
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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: 6.8] [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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33
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Kuriki Y, Komatsu T, Ycas PD, Coulup SK, Carlson EJ, Pomerantz WCK. Meeting Proceedings ICBS2016-Translating the Power of Chemical Biology to Clinical Advances. ACS Chem Biol 2017; 12:869-877. [PMID: 28303709 DOI: 10.1021/acschembio.7b00205] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Yugo Kuriki
- Graduate School
of Pharmaceutical Sciences, University of Tokyo, 7-3-1, Hongo,
Bunkyo-ku, Tokyo 113-0033, Japan
| | - Toru Komatsu
- Graduate School
of Pharmaceutical Sciences, University of Tokyo, 7-3-1, Hongo,
Bunkyo-ku, Tokyo 113-0033, Japan
- Japan Science and Technology Agency (JST), 4-1-8 Honcho Kawaguchi, Saitama 332-0012, Japan
| | - Peter D. Ycas
- Department of Chemistry, University of Minnesota, 312 Smith
Hall, 207 Pleasant St. SE, Minneapolis, Minnesota 55455-0431, United States
| | - Sara K. Coulup
- Department of Medicinal Chemistry, University of Minnesota, 717 Delaware Street, SE, Minneapolis, Minnesota 55414, United States
| | - Erick J. Carlson
- Department of Medicinal Chemistry, University of Minnesota, 717 Delaware Street, SE, Minneapolis, Minnesota 55414, United States
| | - William C. K. Pomerantz
- Department of Chemistry, University of Minnesota, 312 Smith
Hall, 207 Pleasant St. SE, Minneapolis, Minnesota 55455-0431, United States
- Department of Medicinal Chemistry, University of Minnesota, 717 Delaware Street, SE, Minneapolis, Minnesota 55414, United States
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34
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Anany H, Chou Y, Cucic S, Derda R, Evoy S, Griffiths M. From Bits and Pieces to Whole Phage to Nanomachines: Pathogen Detection Using Bacteriophages. Annu Rev Food Sci Technol 2017; 8:305-329. [DOI: 10.1146/annurev-food-041715-033235] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- H. Anany
- Canadian Institute for Food Safety, University of Guelph, Guelph, Ontario, Canada N1G 2W1;, ,
- Department of Microbiology, Faculty of Science, Ain Shams University, Cairo, Egypt 11566
| | - Y. Chou
- Department of Chemistry and Alberta Glycomics Centre, University of Alberta, Edmonton, Alberta, Canada T6G 2G2
| | - S. Cucic
- Canadian Institute for Food Safety, University of Guelph, Guelph, Ontario, Canada N1G 2W1;, ,
| | - R. Derda
- Department of Chemistry and Alberta Glycomics Centre, University of Alberta, Edmonton, Alberta, Canada T6G 2G2
| | - S. Evoy
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada T6G 2G2
| | - M.W. Griffiths
- Canadian Institute for Food Safety, University of Guelph, Guelph, Ontario, Canada N1G 2W1;, ,
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35
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Triana V, Derda R. Tandem Wittig/Diels–Alder diversification of genetically encoded peptide libraries. Org Biomol Chem 2017; 15:7869-7877. [DOI: 10.1039/c7ob01635b] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
In this paper, we developed a tandem of two carbon–carbon bond-forming reactions to chemically diversify libraries of peptides displayed on a bacteriophage.
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Affiliation(s)
- Vivian Triana
- Department of Chemistry
- University of Alberta
- Edmonton
- Canada
| | - Ratmir Derda
- Department of Chemistry
- University of Alberta
- Edmonton
- Canada
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36
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Rational design and functional evolution of targeted peptides for bioanalytical applications. Sci China Chem 2016. [DOI: 10.1007/s11426-016-0186-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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37
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Araghi RR, Ryan JA, Letai A, Keating AE. Rapid Optimization of Mcl-1 Inhibitors using Stapled Peptide Libraries Including Non-Natural Side Chains. ACS Chem Biol 2016; 11:1238-44. [PMID: 26854535 PMCID: PMC4874891 DOI: 10.1021/acschembio.5b01002] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Alpha helices form a critical part of the binding interface for many protein-protein interactions, and chemically stabilized synthetic helical peptides can be effective inhibitors of such helix-mediated complexes. In particular, hydrocarbon stapling of peptides to generate constrained helices can improve binding affinity and other peptide properties, but determining the best stapled peptide variant often requires laborious trial and error. Here, we describe the rapid discovery and optimization of a stapled-helix peptide that binds to Mcl-1, an antiapoptotic protein that is overexpressed in many chemoresistant cancers. To accelerate discovery, we developed a peptide library synthesis and screening scheme capable of identifying subtle affinity differences among Mcl-1-binding stapled peptides. We used our method to sample combinations of non-natural amino-acid substitutions that we introduced into Mcl-1 inhibitors in the context of a fixed helix-stabilizing hydrocarbon staple that increased peptide helical content and reduced proteolysis. Peptides discovered in our screen contained surprising substitutions at sites that are conserved in natural binding partners. Library-identified peptide M3d is the most potent molecule yet tested for selectively triggering mitochondrial permeabilization in Mcl-1 dependent cell lines. Our library approach for optimizing helical peptide inhibitors can be readily applied to the study of other biomedically important targets.
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Affiliation(s)
- Raheleh Rezaei Araghi
- Department of Biology, Massachusetts Institute of Technology, 77 Massachusetts Ave. Cambridge MA 02139, United States
| | - Jeremy A. Ryan
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, United States
| | - Anthony Letai
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, United States
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, United States
| | - Amy E. Keating
- Department of Biology, Massachusetts Institute of Technology, 77 Massachusetts Ave. Cambridge MA 02139, United States
- Department of Biological Engineering, Massachusetts Institute of Technology, 77 Massachusetts Ave. Cambridge MA 02139, United States
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38
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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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39
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Agten SM, Dawson PE, Hackeng TM. Oxime conjugation in protein chemistry: from carbonyl incorporation to nucleophilic catalysis. J Pept Sci 2016; 22:271-9. [PMID: 27006095 DOI: 10.1002/psc.2874] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Revised: 02/17/2016] [Accepted: 02/17/2016] [Indexed: 12/30/2022]
Abstract
Use of oxime forming reactions has become a widely applied strategy for peptide and protein bioconjugation. The efficiency of the reaction and robust stability of the oxime product has led to the development of a growing list of methods to introduce the required ketone or aldehyde functionality site specifically into proteins. Early methods focused on site-specific oxidation of an N-terminal serine or threonine and more recently transamination methods have been developed to convert a broader set of N-terminal amino acids into a ketone or aldehyde. More recently, site-specific modification of protein has been attained through engineering enzymes involved in posttranslational modifications in order to accommodate aldehyde-containing substrates. Similarly, a growing list of unnatural amino acids can be introduced through development of selective amino-acyl tRNA synthetase/tRNA pairs combined with codon reassignment. In the case of glycoproteins, glycans can be selectively modified chemically or enzymatically to introduce aldehyde functional groups. Finally, the total chemical synthesis of proteins complements these biological and chemoenzymatic approaches. Once introduced, the oxime ligation of these aldehyde and ketone groups can be catalyzed by aniline or a variety of aniline derivatives to tune the activity, pH preference, stability and solubility of the catalyst. Copyright © 2016 European Peptide Society and John Wiley & Sons, Ltd.
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Affiliation(s)
- Stijn M Agten
- Department of Biochemistry, Maastricht University, Maastricht, Netherlands
| | - Philip E Dawson
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | - Tilman M Hackeng
- Department of Biochemistry, Maastricht University, Maastricht, Netherlands
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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: 8.2] [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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