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McDermott A, Windeln LM, Valentine JSD, Baldassarre L, Foster AD, Tavassoli A. Next Generation SICLOPPS Screening for the Identification of Inhibitors of the HIF-1α/HIF-1β Protein-Protein Interaction. ACS Chem Biol 2024. [PMID: 39312747 DOI: 10.1021/acschembio.4c00494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Split-intein circular ligation of proteins and peptides (SICLOPPS) is a method for generating intracellular libraries of cyclic peptides that has yielded several first-in-class inhibitors. Here, we detail a revised high-content, high-throughput SICLOPPS screening protocol that utilizes next-generation sequencing, biopanning, and computational tools to identify hits against a given protein-protein interaction. We used this platform for the identification of inhibitors of the HIF-1α/HIF-1β protein-protein interaction. The revised platform resulted in a significantly higher positive hit rate than that previously reported for SICLOPPS screens, and the identified cyclic peptides were more active in vitro and in cells than our previously reported inhibitors. The platform detailed here may be used for the identification of inhibitors of a wide range of other targets.
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Affiliation(s)
| | - Leonie M Windeln
- School of Chemistry, University of Southampton, Southampton SO17 1BJ, U.K
| | | | - Leonardo Baldassarre
- Curve Therapeutics, Delta House, Southampton Science Park, Southampton SO16 7NS, U.K
| | - Andrew D Foster
- School of Chemistry, University of Southampton, Southampton SO17 1BJ, U.K
| | - Ali Tavassoli
- School of Chemistry, University of Southampton, Southampton SO17 1BJ, U.K
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2
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Rosa S, Tagliani A, Bertaso C, Tadini L, Visentin C, Gourlay LJ, Pricl S, Feni L, Pellegrino S, Pesaresi P, Masiero S. The cyclic peptide G4CP2 enables the modulation of galactose metabolism in yeast by interfering with GAL4 transcriptional activity. Front Mol Biosci 2023; 10:1017757. [PMID: 36936986 PMCID: PMC10014601 DOI: 10.3389/fmolb.2023.1017757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 01/23/2023] [Indexed: 03/04/2023] Open
Abstract
Genetically-encoded combinatorial peptide libraries are convenient tools to identify peptides to be used as therapeutics, antimicrobials and functional synthetic biology modules. Here, we report the identification and characterization of a cyclic peptide, G4CP2, that interferes with the GAL4 protein, a transcription factor responsible for the activation of galactose catabolism in yeast and widely exploited in molecular biology. G4CP2 was identified by screening CYCLIC, a Yeast Two-Hybrid-based combinatorial library of cyclic peptides developed in our laboratory. G4CP2 interferes with GAL4-mediated activation of galactose metabolic enzymes both when expressed intracellularly, as a recombinant peptide, and when provided exogenously, as a chemically-synthesized cyclic peptide. Our results support the application of G4CP2 in microbial biotechnology and, additionally, demonstrate that CYCLIC can be used as a tool for the rapid identification of peptides, virtually without any limitations with respect to the target protein. The possible biotechnological applications of cyclic peptides are also discussed.
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Affiliation(s)
- Stefano Rosa
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
| | - Andrea Tagliani
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
| | - Chiara Bertaso
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
| | - Luca Tadini
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
| | - Cristina Visentin
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
| | | | - Sabrina Pricl
- Molecular Biology and Nanotechnology Laboratory (MolBNL@Units), DEA, University of Trieste, Trieste, Italy
- Department of General Biophysics, University of Łódź, Łódź, Poland
| | - Lucia Feni
- DISFARM-Department of Pharmaceutical Sciences, University of Milan, Milan, Italy
| | - Sara Pellegrino
- DISFARM-Department of Pharmaceutical Sciences, University of Milan, Milan, Italy
| | - Paolo Pesaresi
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
| | - Simona Masiero
- Department of Biosciences, Università degli Studi di Milano, Milan, Italy
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Foster AD, Chung C, Hann MM, Simpson GL, Tavassoli A. Development of a fluorescent three‐hybrid system for the identification of protein‐protein associators. Pept Sci (Hoboken) 2020. [DOI: 10.1002/pep2.24178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
| | | | | | | | - Ali Tavassoli
- School of Chemistry University of Southampton Southampton UK
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Böcker JK, Dörner W, Mootz HD. Rational design of an improved photo-activatable intein for the production of head-to-tail cyclized peptides. Biol Chem 2018; 400:417-427. [DOI: 10.1515/hsz-2018-0367] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 10/31/2018] [Indexed: 01/13/2023]
Abstract
Abstract
Head-to-tail cyclization of genetically encoded peptides and proteins can be achieved with the split intein circular ligation of peptides and proteins (SICLOPPS) method by inserting the desired polypeptide between the C- and N-terminal fragments of a split intein. To prevent the intramolecular protein splicing reaction from spontaneously occurring upon folding of the intein domain, we have previously rendered this process light-dependent in a photo-controllable variant of the M86 intein, using genetically encoded ortho-nitrobenzyltyrosine at a structurally important position. Here, we report improvements on this photo-intein with regard to expression yields and rate of cyclic peptide formation. The temporally defined photo-activation of the purified stable intein precursor enabled a kinetic analysis that identified the final resolution of the branched intermediate as the rate-determining individual reaction of the three steps catalyzed by the intein. With this knowledge, we prepared an R143H mutant with a block F histidine residue. This histidine is conserved in most inteins and helps catalyze the third step of succinimide formation. The engineered intein formed the cyclic peptide product up to 3-fold faster within the first 15 min after irradiation, underlining the potential of protein splicing pathway engineering. The broader utility of the intein was also shown by formation of the 14-mer sunflower trypsin inhibitor 1.
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Affiliation(s)
- Jana K. Böcker
- Department of Chemistry and Pharmacy, Institute of Biochemistry , University of Münster , Wilhelm-Klemm-Str. 2 , D-48149 Münster , Germany
| | - Wolfgang Dörner
- Department of Chemistry and Pharmacy, Institute of Biochemistry , University of Münster , Wilhelm-Klemm-Str. 2 , D-48149 Münster , Germany
| | - Henning D. Mootz
- Department of Chemistry and Pharmacy, Institute of Biochemistry , University of Münster , Wilhelm-Klemm-Str. 2 , D-48149 Münster , Germany
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Abstract
With the increasing utilization of high-throughput screening for lead identification in drug discovery, the need for easily constructed and diverse libraries which cover significant chemical space is greater than ever. Cyclic peptides address this need; they combine the advantageous properties of peptides (ease of production, high diversity, high potential specificity) with increased resistance to proteolysis and often increased biological activity (due to conformational locking). There are a number of techniques for the generation and screening of cyclic peptide libraries. As drug discovery moves toward tackling challenging targets, such as protein-protein interactions, cyclic peptide libraries are expected to continue producing hits where small molecule libraries may be stymied. However, it is important to design robust systems for the generation and screening of these large libraries, and to be able to make sense of structure-activity relationships in these highly variable scaffolds. There are a plethora of possible modifications that can be made to cyclic peptides, which is both a weakness and a strength of these scaffolds; high variability will allow more precise tuning of leads to targets, but exploring the whole range of modifications may become an overwhelming challenge.
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Abstract
Many biologically active peptides found in nature exhibit a bicyclic structure wherein a head-to-tail cyclic backbone is further constrained by an intramolecular linkage connecting two side chains of the peptide. Accordingly, methods to access macrocyclic peptides sharing this overall topology could be of significant value toward the discovery of new functional entities and bioactive compounds. With this goal in mind, we recently developed a strategy for enabling the biosynthesis of thioether-bridged bicyclic peptides in living bacterial cells. This method involves a split intein-catalyzed head-to-tail cyclization of a ribosomally produced precursor peptide, combined with inter-sidechain cross-linking through a genetically encoded cysteine-reactive amino acid. This approach can be applied to direct the formation of structurally diverse bicyclic peptides with high efficiency and selectivity in living Escherichia coli cells and provides a platform for the generation of combinatorial libraries of genetically encoded bicyclic peptides for screening purposes.
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Owens AE, Grasso KT, Ziegler CA, Fasan R. Two-Tier Screening Platform for Directed Evolution of Aminoacyl-tRNA Synthetases with Enhanced Stop Codon Suppression Efficiency. Chembiochem 2017; 18:1109-1116. [PMID: 28383180 PMCID: PMC5586079 DOI: 10.1002/cbic.201700039] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2017] [Indexed: 01/06/2023]
Abstract
Genetic code expansion through amber stop codon suppression provides a powerful tool for introducing non-proteinogenic functionalities into proteins for a broad range of applications. However, ribosomal incorporation of noncanonical amino acids (ncAAs) by means of engineered aminoacyl-tRNA synthetases (aaRSs) often proceeds with significantly reduced efficiency compared to sense codon translation. Here, we report the implementation of a versatile platform for the development of engineered aaRSs with enhanced efficiency in mediating ncAA incorporation by amber stop codon suppression. This system integrates a white/blue colony screen with a plate-based colorimetric assay, thereby combining high-throughput capabilities with reliable and quantitative measurement of aaRS-dependent ncAA incorporation efficiency. This two-tier functional screening system was successfully applied to obtain a pyrrolysyl-tRNA synthetase (PylRS) variant (CrtK-RS(4.1)) with significantly improved efficiency (+250-370 %) for mediating the incorporation of Nϵ -crotonyl-lysine and other lysine analogues of relevance for the study of protein post-translational modifications into a target protein. Interestingly, the beneficial mutations accumulated by CrtK-RS(4.1) were found to localize within the noncatalytic N-terminal domain of the enzyme and could be transferred to another PylRS variant, improving the ability of the variant to incorporate its corresponding ncAA substrate. This work introduces an efficient platform for the improvement of aaRSs that could be readily extended to other members of this enzyme family and/or other target ncAAs.
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Affiliation(s)
- Andrew E Owens
- Department of Chemistry, University of Rochester, Hutchinson Hall, Rochester, NY, 14627, USA
| | - Katherine T Grasso
- Department of Chemistry, University of Rochester, Hutchinson Hall, Rochester, NY, 14627, USA
| | - Christine A Ziegler
- Department of Chemistry, University of Rochester, Hutchinson Hall, Rochester, NY, 14627, USA
| | - Rudi Fasan
- Department of Chemistry, University of Rochester, Hutchinson Hall, Rochester, NY, 14627, USA
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Zhang T, Wang T, Fang Z. Synthesis, screening and sensing applications of a novel fluorescent probe based on C-glycosides. RSC Adv 2016. [DOI: 10.1039/c5ra26037j] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
A novel water soluble fluorescent probe based on C-glycoside with an aromatic aldehyde unit has been synthesized and its UV/Vis and fluorescence spectra, aggregation and disaggregation with bovine serum albumin were studied.
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Affiliation(s)
- Tao Zhang
- Department of Chemical Engineering
- Nanjing University of Science and Technology
- Nanjing 210094
- P. R. China
| | - Tianyi Wang
- Department of Chemical Engineering
- Nanjing University of Science and Technology
- Nanjing 210094
- P. R. China
| | - Zhijie Fang
- Department of Chemical Engineering
- Nanjing University of Science and Technology
- Nanjing 210094
- P. R. China
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Bionda N, Fasan R. Ribosomal Synthesis of Natural-Product-Like Bicyclic Peptides in Escherichia coli. Chembiochem 2015; 16:2011-6. [PMID: 26179106 DOI: 10.1002/cbic.201500179] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2015] [Indexed: 12/28/2022]
Abstract
Methods to access natural-product-like macrocyclic peptides can disclose new opportunities for the exploration of this important structural class for chemical biology and drug discovery applications. Here, the scope and mechanism of a novel strategy for directing the biosynthesis of thioether-bridged bicyclic peptides in bacterial cells was investigated. This method entails split intein-catalyzed head-to-tail cyclization of a ribosomally produced precursor peptide, combined with inter-side-chain crosslinking through a genetically encoded cysteine-reactive amino acid. This strategy could be successfully applied to achieve formation of structurally diverse bicyclic peptides with high efficiency and selectivity in Escherichia coli. Insights into the sequence of reactions underlying the peptide bicyclization process were gained from time-course experiments. Finally, the potential utility of this methodology toward the discovery of macrocyclic peptides with enhanced functional properties was demonstrated through the isolation of a bicyclic peptide with sub-micromolar affinity for streptavidin.
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Affiliation(s)
- Nina Bionda
- Department of Chemistry, University of Rochester, RC Box 270216, Rochester, NY, 14627, USA
| | - Rudi Fasan
- Department of Chemistry, University of Rochester, RC Box 270216, Rochester, NY, 14627, USA.
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Dhole K, Singh G, Pai PP, Mondal S. Sequence-based prediction of protein–protein interaction sites with L1-logreg classifier. J Theor Biol 2014; 348:47-54. [DOI: 10.1016/j.jtbi.2014.01.028] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2013] [Revised: 01/10/2014] [Accepted: 01/22/2014] [Indexed: 11/30/2022]
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