1
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Brennan A, Lovell S, Vance KW, Mason JM. An Intracellular Peptide Library Screening Platform Identifies Irreversible Covalent Transcription Factor Inhibitors. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2416963. [PMID: 40098291 DOI: 10.1002/advs.202416963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 02/17/2025] [Indexed: 03/19/2025]
Abstract
The development of an intracellular peptide library screening platform is described to identify covalent transcription factor (TF) antagonists. The Transcription Block Survival (TBS) assay and subsequent hit refinement previously produced potent but reversible antagonists of the oncogenic TF cJun. TBS moves beyond a target binding readout to ensure loss of TF function by blocking TF-DNA binding. Here, the TBS methodology is significantly expanded to identify covalent and highly selective inhibitors. A 131,072-member library is probed containing a Cys option at nine positions within a non-reducing cell line. This identified a single Cys residue with the appropriate geometry for disulphide bond formation with cJun C269 in its DNA binding domain. The selection of a unique Cys in the antagonist indicates both target shutdown and concomitant disulphide formation in a single step, resulting in increased potency. Substituting Cys with an electrophile generates an irreversible yet highly selective covalent cJun inhibitor capable of penetrating human melanoma cells in culture and depleting oncogenic cJun levels to inhibit cell viability, with enhanced efficacy compared to a previous cJun-targeting peptide. This enhanced covalent-TBS screening pipeline provides a robust approach to profile target protein surfaces for ligandable cysteines, producing covalent and selective antagonists with appropriately positioned warheads.
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Affiliation(s)
- Andrew Brennan
- Department of Life Sciences, University of Bath, Bath, BA2 7AY, UK
| | - Scott Lovell
- Department of Life Sciences, University of Bath, Bath, BA2 7AY, UK
| | - Keith W Vance
- Department of Life Sciences, University of Bath, Bath, BA2 7AY, UK
| | - Jody M Mason
- Department of Life Sciences, University of Bath, Bath, BA2 7AY, UK
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2
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Xiao W, Jiang W, Chen Z, Huang Y, Mao J, Zheng W, Hu Y, Shi J. Advance in peptide-based drug development: delivery platforms, therapeutics and vaccines. Signal Transduct Target Ther 2025; 10:74. [PMID: 40038239 DOI: 10.1038/s41392-024-02107-5] [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: 03/07/2024] [Revised: 11/01/2024] [Accepted: 12/13/2024] [Indexed: 03/06/2025] Open
Abstract
The successful approval of peptide-based drugs can be attributed to a collaborative effort across multiple disciplines. The integration of novel drug design and synthesis techniques, display library technology, delivery systems, bioengineering advancements, and artificial intelligence have significantly expedited the development of groundbreaking peptide-based drugs, effectively addressing the obstacles associated with their character, such as the rapid clearance and degradation, necessitating subcutaneous injection leading to increasing patient discomfort, and ultimately advancing translational research efforts. Peptides are presently employed in the management and diagnosis of a diverse array of medical conditions, such as diabetes mellitus, weight loss, oncology, and rare diseases, and are additionally garnering interest in facilitating targeted drug delivery platforms and the advancement of peptide-based vaccines. This paper provides an overview of the present market and clinical trial progress of peptide-based therapeutics, delivery platforms, and vaccines. It examines the key areas of research in peptide-based drug development through a literature analysis and emphasizes the structural modification principles of peptide-based drugs, as well as the recent advancements in screening, design, and delivery technologies. The accelerated advancement in the development of novel peptide-based therapeutics, including peptide-drug complexes, new peptide-based vaccines, and innovative peptide-based diagnostic reagents, has the potential to promote the era of precise customization of disease therapeutic schedule.
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Affiliation(s)
- Wenjing Xiao
- Department of Pharmacy, The General Hospital of Western Theater Command, Chengdu, 610083, China
| | - Wenjie Jiang
- Department of Pharmacy, Personalized Drug Therapy Key Laboratory of Sichuan Province, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610072, China
| | - Zheng Chen
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, China
| | - Yu Huang
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, China
| | - Junyi Mao
- School of Chinese Materia Medica, Tianjin University of Traditional Chinese Medicine, Tianjin, 301617, China
| | - Wei Zheng
- Department of Integrative Medicine, Xinqiao Hospital, Army Medical University, Chongqing, 400037, China
| | - Yonghe Hu
- School of Medicine, Southwest Jiaotong University, Chengdu, 610031, China
| | - Jianyou Shi
- Department of Pharmacy, Personalized Drug Therapy Key Laboratory of Sichuan Province, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610072, China.
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3
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Wang S, Woods EC, Jo J, Zhu J, Hansel-Harris A, Holcomb M, Llanos M, Pedowitz NJ, Upadhyay T, Bennett J, Fellner M, Park KW, Zhang A, Valdez TA, Forli S, Chan AI, Cunningham CN, Bogyo M. An mRNA Display Approach for Covalent Targeting of a Staphylococcus aureus Virulence Factor. J Am Chem Soc 2025. [PMID: 40013487 DOI: 10.1021/jacs.4c15713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2025]
Abstract
Staphylococcus aureus (S. aureus) is an opportunistic human pathogen that causes over one million deaths around the world each year. We recently identified a family of serine hydrolases termed fluorophosphonate binding hydrolases (Fphs) that play important roles in lipid metabolism and colonization of a host. Because many of these enzymes are only expressed in Staphylococcus bacteria, they are valuable targets for diagnostics and therapeutics. Here, we developed and screened highly diverse cyclic peptide libraries using mRNA display with a genetically encoded oxadiazolone (Ox) electrophile that was previously shown to potently and covalently inhibit multiple Fph enzymes. By performing multiple rounds of counter selections with WT and catalytic dead FphB, we were able to tune the selectivity of the resulting selected cyclic peptides containing the Ox residue toward the active site serine. From our mRNA display hits, we developed potent and selective fluorescent probes that label the active site of FphB at single digit nanomolar concentrations in live S. aureus bacteria. Taken together, this work demonstrates the potential of using direct genetically encoded electrophiles for mRNA display of covalent binding ligands and identifies potent new probes for FphB that have the potential to be used for diagnostic and therapeutic applications.
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Affiliation(s)
- Sijie Wang
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Emily C Woods
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Jeyun Jo
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Jiyun Zhu
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Althea Hansel-Harris
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, California 92037, United States
| | - Matthew Holcomb
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, California 92037, United States
| | - Manuel Llanos
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, California 92037, United States
| | - Nichole J Pedowitz
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Tulsi Upadhyay
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - John Bennett
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Matthias Fellner
- Biochemistry Department, School of Biomedical Sciences, University of Otago, Dunedin 9054, New Zealand
| | - Ki Wan Park
- Department of Otolaryngology-Head & Neck Surgery Divisions, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Anna Zhang
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Tulio A Valdez
- Department of Otolaryngology-Head & Neck Surgery Divisions, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Stefano Forli
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, California 92037, United States
| | - Alix I Chan
- Department of Peptide Therapeutics, Genentech, South San Francisco, California 94080, United States
| | - Christian N Cunningham
- Department of Peptide Therapeutics, Genentech, South San Francisco, California 94080, United States
| | - Matthew Bogyo
- Department of Pathology, Stanford University School of Medicine, Stanford, 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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Tang T, Luo J, Zhang D, Lu Y, Liao W, Zhang J. Innovative design and potential applications of covalent strategy in drug discovery. Eur J Med Chem 2025; 284:117202. [PMID: 39756145 DOI: 10.1016/j.ejmech.2024.117202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 12/19/2024] [Accepted: 12/21/2024] [Indexed: 01/07/2025]
Abstract
Covalent inhibitors provide persistent inhibition while maintaining excellent selectivity and efficacy by creating stable covalent connections with specific amino acids in target proteins. This technique enables the precise inhibition of previously undruggable targets, lowering the frequency of administration and potentially bypassing drug resistance. Because of these advantages, covalent inhibitors have tremendous potential in treating cancer, inflammation, and infectious illnesses, making them extremely important in modern pharmacological research. Covalent inhibitors targeting EGFR, BTK, and KRAS (G12X), which overcome drug resistance and off-target, non-"medicinal" difficulties, as well as covalent inhibitors targeting SARS-CoV-2 Mpro, have paved the way for the development of new antiviral medicines. Furthermore, the use of covalent methods in drug discovery procedures, such as covalent PROTACs, covalent molecular gels, covalent probes, CoLDR, and Dual-targeted covalent inhibitors, preserves these tactics' inherent features while incorporating the advantages of covalent inhibitors. This synthesis opens up new therapeutic opportunities. This review comprehensively examines the use of covalent techniques in drug discovery, emphasizing their transformational potential for future drug development.
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Affiliation(s)
- Tianyong Tang
- Department of Neurology, Laboratory of Neuro-system and Multimorbidity, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Jiaxiang Luo
- Department of Neurology, Laboratory of Neuro-system and Multimorbidity, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Dan Zhang
- Department of Neurology, Laboratory of Neuro-system and Multimorbidity, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Yang Lu
- College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China
| | - Wen Liao
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases & Department of Orthodontics, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, Sichuan, China.
| | - Jifa Zhang
- Department of Neurology, Laboratory of Neuro-system and Multimorbidity, State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
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5
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Yan K, Miskolzie M, Mejia FB, Peng C, Ekanayake AI, Atrazhev A, Cao J, Maly DJ, Derda R. Late-Stage Reshaping of Phage-Displayed Libraries to Macrocyclic and Bicyclic Landscapes using a Multipurpose Linchpin. J Am Chem Soc 2025; 147:789-800. [PMID: 39702930 PMCID: PMC11972611 DOI: 10.1021/jacs.4c13561] [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] [Indexed: 12/21/2024]
Abstract
Genetically encoded libraries (GEL) are increasingly being used for the discovery of ligands for "undruggable" targets that cannot be addressed with small molecules. Foundational GEL platforms like phage-, yeast-, ribosome-, and mRNA-display have enabled the display of libraries composed of 20 natural amino acids (20AA). Unnatural amino acids (UAA) and chemical post-translational modification (cPTM) expanded GEL beyond the 20AA space to yield unnatural linear, cyclic, and bicyclic peptides. The standard operating procedure incorporates UAA and cPTM into a "naive" library with 108-1012 compounds and uses a chemically upgraded library in multiple rounds of selection to discover target-binding hits. However, such an approach uses zero knowledge of natural peptide-receptor interactions that might have been discovered in selections performed with 20AA libraries. There is currently no consensus regarding whether "zero-knowledge" naive libraries or libraries with pre-existing knowledge can offer a more effective path to discovery of molecular interactions. In this manuscript, we evaluated the feasibility of discovery of macrocyclic and bicyclic peptides from "nonzero-knowledge" libraries. We approach this problem by late-stage chemical reshaping of a preselected phage-displayed landscape of 20AA binders to NS3aH1 protease. The reshaping is performed using a novel multifunctional C2-symmetric linchpin, 3,5-bis(bromomethyl)benzaldehyde (termed KYL), that combines two electrophiles that react with thiols and an aldehyde group that reacts with N-terminal amine. KYL diversified phage-displayed peptides into bicyclic architectures and delineated 2 distinct sequence populations: (i) peptides with the HXDMT motif that retained binding upon bicyclization and (ii) peptides without the HXDMT motif that lost binding once chemically modified. The same HXDMT family can be found in traditional selections starting from the naive KYL-modified library. Our report provides a case study for discovering advanced, chemically upgraded macrocycles and bicycles from libraries with pre-existing knowledge. The results imply that other selection campaigns completed in 20AA space, potentially, can serve for late-stage reshaping and as a starting point for the discovery of advanced peptide-derived ligands.
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Affiliation(s)
- Kejia Yan
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Mark Miskolzie
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | - Fernando Banales Mejia
- Graduate Program in Biological Physics, Structure and Design, University of Washington, Seattle, WA 98195, USA
| | - Chuanhao Peng
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
| | | | - Alexey Atrazhev
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
- 48Hour Discovery, Nanotechnology Research Centre, Edmonton, AB T6G 2M9, Canada
| | - Jessica Cao
- 48Hour Discovery, Nanotechnology Research Centre, Edmonton, AB T6G 2M9, Canada
| | - Dustin J. Maly
- Department of Chemistry, University of Washington, Seattle, WA 98195, USA
- Department of Biochemistry, University of Washington, Seattle, WA 98195, USA
| | - Ratmir Derda
- Department of Chemistry, University of Alberta, Edmonton, AB T6G 2G2, Canada
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6
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Mathiesen IR, Calder EDD, Kunzelmann S, Walport LJ. Discovering covalent cyclic peptide inhibitors of peptidyl arginine deiminase 4 (PADI4) using mRNA-display with a genetically encoded electrophilic warhead. Commun Chem 2024; 7:304. [PMID: 39702664 DOI: 10.1038/s42004-024-01388-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 12/04/2024] [Indexed: 12/21/2024] Open
Abstract
Covalent drugs can achieve high potency with long dosing intervals. However, concerns remain about side-effects associated with off-target reactivity. Combining macrocyclic peptides with covalent warheads provides a solution to minimise off-target reactivity: the peptide enables highly specific target binding, positioning a weakly reactive warhead proximal to a suitable residue in the target. Here we demonstrate the direct discovery of covalent cyclic peptides using encoded libraries containing a weakly electrophilic cysteine-reactive fluoroamidine warhead. We combine direct incorporation of the warhead into peptide libraries using the flexible in vitro translation system with a peptide selection approach that identifies only covalent target binders. Using this approach, we identify potent and selective covalent inhibitors of the peptidyl arginine deiminase, PADI4 or PAD4, that react exclusively at the active site cysteine. We envisage this approach will enable covalent peptide inhibitor discovery for a range of related enzymes and expansion to alternative warheads in the future.
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Affiliation(s)
- Isabel R Mathiesen
- 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
| | - Simone Kunzelmann
- Structural Biology Scientific Technology Platform, The Francis Crick Institute, 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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7
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Swenson CS, Mandava G, Thomas DM, Moellering RE. Tackling Undruggable Targets with Designer Peptidomimetics and Synthetic Biologics. Chem Rev 2024; 124:13020-13093. [PMID: 39540650 PMCID: PMC12036645 DOI: 10.1021/acs.chemrev.4c00423] [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] [Indexed: 11/16/2024]
Abstract
The development of potent, specific, and pharmacologically viable chemical probes and therapeutics is a central focus of chemical biology and therapeutic development. However, a significant portion of predicted disease-causal proteins have proven resistant to targeting by traditional small molecule and biologic modalities. Many of these so-called "undruggable" targets feature extended, dynamic protein-protein and protein-nucleic acid interfaces that are central to their roles in normal and diseased signaling pathways. Here, we discuss the development of synthetically stabilized peptide and protein mimetics as an ever-expanding and powerful region of chemical space to tackle undruggable targets. These molecules aim to combine the synthetic tunability and pharmacologic properties typically associated with small molecules with the binding footprints, affinities and specificities of biologics. In this review, we discuss the historical and emerging platforms and approaches to design, screen, select and optimize synthetic "designer" peptidomimetics and synthetic biologics. We examine the inspiration and design of different classes of designer peptidomimetics: (i) macrocyclic peptides, (ii) side chain stabilized peptides, (iii) non-natural peptidomimetics, and (iv) synthetic proteomimetics, and notable examples of their application to challenging biomolecules. Finally, we summarize key learnings and remaining challenges for these molecules to become useful chemical probes and therapeutics for historically undruggable targets.
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Affiliation(s)
- Colin S Swenson
- Department of Chemistry, The University of Chicago, Chicago, Illinois 60637, United States
| | - Gunasheil Mandava
- Department of Chemistry, The University of Chicago, Chicago, Illinois 60637, United States
| | - Deborah M Thomas
- Department of Chemistry, The University of Chicago, Chicago, Illinois 60637, United States
| | - Raymond E Moellering
- Department of Chemistry, The University of Chicago, Chicago, Illinois 60637, United States
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8
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Yau AWN, Chu SYC, Yap WH, Wong CL, Chia AYY, Tang YQ. Phage display screening in breast cancer: From peptide discovery to clinical applications. Life Sci 2024; 357:123077. [PMID: 39332485 DOI: 10.1016/j.lfs.2024.123077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 09/19/2024] [Accepted: 09/23/2024] [Indexed: 09/29/2024]
Abstract
Breast cancer is known as the most common type of cancer found in women and a leading cause of cancer death in women, with the global incidence only increasing. Breast cancer in Malaysia is also unfortunately the most prevalent in Malaysian women. Many treatment options are available for breast cancer, but there is increasing resistance developed against treatment and increased recurrence risk, emphasizing the need for new treatment options. This review will focus on the applications of phage display screening in the context of breast cancer. Phage display screening can facilitate the drug discovery process by providing rapid screening and isolation of peptides that bind to targets of interest with high specificity. Peptides derived from phage display target various types of proteins involved in breast cancer, including HER2, C5AR1, p53 and PRDM14, either for therapeutic or diagnostic purposes. Different approaches were employed as well to produce potential peptides using radiolabelling and conjugation techniques. Promising results were reported for in vitro and in vivo studies utilizing peptides derived from phage display screening. Further optimization of the protocols and factors to consider are required to mitigate the challenges involved with phage display screening of peptides for breast cancer diagnosis and treatment.
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Affiliation(s)
- Ashlyn Wen Ning Yau
- School of Bioscience, Faculty of Health and Medical Sciences, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia
| | - Sylvester Yee Chun Chu
- School of Bioscience, Faculty of Health and Medical Sciences, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia
| | - Wei Hsum Yap
- School of Bioscience, Faculty of Health and Medical Sciences, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia
| | - Chuan Loo Wong
- School of Bioscience, Faculty of Health and Medical Sciences, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia; Digital Health and Medical Advancement Impact lab, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia
| | - Adeline Yoke Yin Chia
- School of Bioscience, Faculty of Health and Medical Sciences, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia; Digital Health and Medical Advancement Impact lab, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia
| | - Yin-Quan Tang
- School of Bioscience, Faculty of Health and Medical Sciences, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia; Digital Health and Medical Advancement Impact lab, Taylor's University, 47500 Subang Jaya, Selangor Darul Ehsan, Malaysia.
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9
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Vinogradov AA, Bashiri G, Suga H. Illuminating Substrate Preferences of Promiscuous F 420H 2-Dependent Dehydroamino Acid Reductases with 4-Track mRNA Display. J Am Chem Soc 2024; 146:31124-31136. [PMID: 39474650 DOI: 10.1021/jacs.4c11013] [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: 11/14/2024]
Abstract
Stereoselective reduction of dehydroamino acids is a common biosynthetic strategy to introduce d-amino acids into peptidic natural products. The reduction, often observed during the biosynthesis of lanthipeptides, is performed by dedicated dehydroamino acid reductases (dhAARs). Enzymes from the three known dhAAR families utilize nicotinamide, flavin, or F420H2 coenzymes as hydride donors, and little is known about the catalysis performed by the latter family proteins. Here, we perform a bioinformatics-guided identification and large-scale in vitro characterization of five F420H2-dependent dhAARs. We construct an mRNA display-based pipeline for ultrahigh throughput substrate specificity profiling of the enzymes. The pipeline relies on a 4-track selection strategy to deliver large quantities of clean data, which were leveraged to build accurate substrate fitness models. Our results identify a remarkably promiscuous enzyme, referred to as MaeJC, that is capable of installing d-Ala residues into arbitrary substrates with minimal recognition requirements. We integrate MaeJC into a thiopeptide biosynthetic pathway to produce d-amino acids-containing thiopeptides, demonstrating the utility of MaeJC for the programmable installation of d-amino acids in ribosomal peptides.
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Affiliation(s)
- Alexander A Vinogradov
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Ghader Bashiri
- Laboratory of Microbial Biochemistry and Biotechnology, School of Biological Sciences, University of Auckland, Private Bag, 92019 Auckland, New Zealand
| | - Hiroaki Suga
- Department of Chemistry, Graduate School of Science, The University of Tokyo, Bunkyo-ku, Tokyo 113-0033, Japan
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10
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Colas K, Bindl D, Suga H. Selection of Nucleotide-Encoded Mass Libraries of Macrocyclic Peptides for Inaccessible Drug Targets. Chem Rev 2024; 124:12213-12241. [PMID: 39451037 PMCID: PMC11565579 DOI: 10.1021/acs.chemrev.4c00422] [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: 06/03/2024] [Revised: 10/02/2024] [Accepted: 10/04/2024] [Indexed: 10/26/2024]
Abstract
Technological advances and breakthrough developments in the pharmaceutical field are knocking at the door of the "undruggable" fortress with increasing insistence. Notably, the 21st century has seen the emergence of macrocyclic compounds, among which cyclic peptides are of particular interest. This new class of potential drug candidates occupies the vast chemical space between classic small-molecule drugs and larger protein-based therapeutics, such as antibodies. As research advances toward clinical targets that have long been considered inaccessible, macrocyclic peptides are well-suited to tackle these challenges in a post-rule of 5 pharmaceutical landscape. Facilitating their discovery is an arsenal of high-throughput screening methods that exploit massive randomized libraries of genetically encoded compounds. These techniques benefit from the incorporation of non-natural moieties, such as non- proteinogenic amino acids or stabilizing hydrocarbon staples. Exploiting these features for the strategic architectural design of macrocyclic peptides has the potential to tackle challenging targets such as protein-protein interactions, which have long resisted research efforts. This Review summarizes the basic principles and recent developments of the main high-throughput techniques for the discovery of macrocyclic peptides and focuses on their specific deployment for targeting undruggable space. A particular focus is placed on the development of new design guidelines and principles for the cyclization and structural stabilization of cyclic peptides and the resulting success stories achieved against well-known inaccessible drug targets.
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Affiliation(s)
- Kilian Colas
- University of Tokyo, Department of Chemistry, Graduate School of Science 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Daniel Bindl
- University of Tokyo, Department of Chemistry, Graduate School of Science 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Hiroaki Suga
- University of Tokyo, Department of Chemistry, Graduate School of Science 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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11
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Lino BR, Williams SJ, Castor ME, Van Deventer JA. Reaching New Heights in Genetic Code Manipulation with High Throughput Screening. Chem Rev 2024; 124:12145-12175. [PMID: 39418482 PMCID: PMC11879460 DOI: 10.1021/acs.chemrev.4c00329] [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] [Indexed: 10/19/2024]
Abstract
The chemical and physical properties of proteins are limited by the 20 canonical amino acids. Genetic code manipulation allows for the incorporation of noncanonical amino acids (ncAAs) that enhance or alter protein functionality. This review explores advances in the three main strategies for introducing ncAAs into biosynthesized proteins, focusing on the role of high throughput screening in these advancements. The first section discusses engineering aminoacyl-tRNA synthetases (aaRSs) and tRNAs, emphasizing how novel selection methods improve characteristics including ncAA incorporation efficiency and selectivity. The second section examines high-throughput techniques for improving protein translation machinery, enabling accommodation of alternative genetic codes. This includes opportunities to enhance ncAA incorporation through engineering cellular components unrelated to translation. The final section highlights various discovery platforms for high-throughput screening of ncAA-containing proteins, showcasing innovative binding ligands and enzymes that are challenging to create with only canonical amino acids. These advances have led to promising drug leads and biocatalysts. Overall, the ability to discover unexpected functionalities through high-throughput methods significantly influences ncAA incorporation and its applications. Future innovations in experimental techniques, along with advancements in computational protein design and machine learning, are poised to further elevate this field.
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Affiliation(s)
- Briana R. Lino
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - Sean J. Williams
- Chemical and Biological Engineering Department, Tufts University, Medford, Massachusetts 02155, United States
| | - Michelle E. Castor
- 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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12
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Wang S, Woods EC, Jo J, Zhu J, Hansel-Harris A, Holcomb M, Pedowitz NJ, Upadhyay T, Bennett J, Fellner M, Park KW, Zhang A, Valdez TA, Forli S, Chan AI, Cunningham CN, Bogyo M. An mRNA Display Approach for Covalent Targeting of a Staphylococcus aureus Virulence Factor. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.06.622387. [PMID: 39574702 PMCID: PMC11581011 DOI: 10.1101/2024.11.06.622387] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
Staphylococcus aureus (S. aureus) is an opportunistic human pathogen that causes over one million deaths around the world each year. We recently identified a family of serine hydrolases termed fluorophosphonate binding hydrolases (Fphs) that play important roles in lipid metabolism and colonization of a host. Because many of these enzymes are only expressed in Staphylococcus bacteria, they are valuable targets for diagnostics and therapeutics. Here we developed and screened highly diverse cyclic peptide libraries using mRNA display with a genetically encoded oxadiazolone (Ox) electrophile that was previously shown to potently and covalently inhibit multiple Fph enzymes. By performing multiple rounds of counter selections with WT and catalytic dead FphB, we were able to tune the selectivity of the resulting selected cyclic peptides containing the Ox residue towards the desired target. From our mRNA display hits, we developed potent and selective fluorescent probes that label the active site of FphB at single digit nanomolar concentrations in live S. aureus bacteria. Taken together, this work demonstrates the potential of using direct genetically encoded electrophiles for mRNA display of covalent binding ligands and identifies potent new probes for FphB that have the potential to be used for diagnostic and therapeutic applications.
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Affiliation(s)
- Sijie Wang
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Emily C. Woods
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Jeyun Jo
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Jiyun Zhu
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Althea Hansel-Harris
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, CA 92037, United States
| | - Matthew Holcomb
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, CA 92037, United States
| | - Nichole J. Pedowitz
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Tulsi Upadhyay
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - John Bennett
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Matthias Fellner
- Biochemistry Department, School of Biomedical Sciences, University of Otago, Dunedin 9054, New Zealand
| | - Ki Wan Park
- Department of Otolaryngology–Head & Neck Surgery Divisions, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Anna Zhang
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Tulio A. Valdez
- Department of Otolaryngology–Head & Neck Surgery Divisions, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Stefano Forli
- Department of Integrative Structural and Computational Biology, Scripps Research, La Jolla, CA 92037, United States
| | - Alix I Chan
- Department of Peptide Therapeutics, Genentech, South San Francisco, California 94080, United States
| | - Christian N. Cunningham
- Department of Peptide Therapeutics, Genentech, South San Francisco, California 94080, United States
| | - Matthew Bogyo
- Department of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California 94305, United States
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13
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Lan T, Peng C, Yao X, Chan RST, Wei T, Rupanya A, Radakovic A, Wang S, Chen S, Lovell S, Snyder SA, Bogyo M, Dickinson BC. Discovery of Thioether-Cyclized Macrocyclic Covalent Inhibitors by mRNA Display. J Am Chem Soc 2024; 146:24053-24060. [PMID: 39136646 PMCID: PMC11837906 DOI: 10.1021/jacs.4c07851] [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] [Indexed: 08/29/2024]
Abstract
Macrocyclic peptides are promising scaffolds for the covalent ligand discovery. However, platforms enabling the direct identification of covalent macrocyclic ligands in a high-throughput manner are limited. In this study, we present an mRNA display platform allowing selection of covalent macrocyclic inhibitors using 1,3-dibromoacetone-vinyl sulfone (DBA-VS). Testcase selections on TEV protease resulted in potent covalent inhibitors with diverse cyclic structures, among which cTEV6-2, a macrocyclic peptide with a unique C-terminal cyclization, emerged as the most potent covalent inhibitor of TEV protease described to-date. This study outlines the workflow for integrating chemical functionalization─installation of a covalent warhead─with mRNA display and showcases its application in targeted covalent ligand discovery.
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Affiliation(s)
- Tong Lan
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
| | - Cheng Peng
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
| | - Xiyuan Yao
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
| | | | - Tongyao Wei
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
| | - Anuchit Rupanya
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
| | | | - Sijie Wang
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Shiyu Chen
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Scott Lovell
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Scott A Snyder
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
| | - Matthew Bogyo
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Bryan C Dickinson
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637, USA
- Chan Zuckerberg Biohub, Chicago, IL 60642
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14
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Sigal M, Matsumoto S, Beattie A, Katoh T, Suga H. Engineering tRNAs for the Ribosomal Translation of Non-proteinogenic Monomers. Chem Rev 2024; 124:6444-6500. [PMID: 38688034 PMCID: PMC11122139 DOI: 10.1021/acs.chemrev.3c00894] [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: 12/01/2023] [Revised: 02/21/2024] [Accepted: 04/10/2024] [Indexed: 05/02/2024]
Abstract
Ribosome-dependent protein biosynthesis is an essential cellular process mediated by transfer RNAs (tRNAs). Generally, ribosomally synthesized proteins are limited to the 22 proteinogenic amino acids (pAAs: 20 l-α-amino acids present in the standard genetic code, selenocysteine, and pyrrolysine). However, engineering tRNAs for the ribosomal incorporation of non-proteinogenic monomers (npMs) as building blocks has led to the creation of unique polypeptides with broad applications in cellular biology, material science, spectroscopy, and pharmaceuticals. Ribosomal polymerization of these engineered polypeptides presents a variety of challenges for biochemists, as translation efficiency and fidelity is often insufficient when employing npMs. In this Review, we will focus on the methodologies for engineering tRNAs to overcome these issues and explore recent advances both in vitro and in vivo. These efforts include increasing orthogonality, recruiting essential translation factors, and creation of expanded genetic codes. After our review on the biochemical optimizations of tRNAs, we provide examples of their use in genetic code manipulation, with a focus on the in vitro discovery of bioactive macrocyclic peptides containing npMs. Finally, an analysis of the current state of tRNA engineering is presented, along with existing challenges and future perspectives for the field.
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Affiliation(s)
- Maxwell Sigal
- Department of Chemistry,
Graduate School of Science, The University
of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Satomi Matsumoto
- Department of Chemistry,
Graduate School of Science, The University
of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Adam Beattie
- Department of Chemistry,
Graduate School of Science, The University
of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Takayuki Katoh
- Department of Chemistry,
Graduate School of Science, The University
of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Hiroaki Suga
- Department of Chemistry,
Graduate School of Science, The University
of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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15
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Dickson P. DNA-Encoded Library Technology─A Catalyst for Covalent Ligand Discovery. ACS Chem Biol 2024; 19:802-808. [PMID: 38527941 DOI: 10.1021/acschembio.3c00803] [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
The identification of novel covalent ligands for therapeutic purposes has long depended on serendipity, with dedicated hit finding techniques emerging only in the early 2000s. Advances in chemoproteomics have enabled robust characterization of putative drugs to derisk the unique liabilities associated with covalent hit molecules, leading to a renewed interest in this targeting modality. DNA-encoded library (DEL) technology has similarly emerged over the past two decades as a highly efficient method to identify new chemical equity toward protein targets of interest. A number of commercial and academic groups have reported methods in covalent DEL synthesis and hit identification; however, it is evident that there is still much to be done to fully realize the power of this technology for covalent ligand discovery. This perspective will explore the current approaches in covalent DEL technology and reflect on the next steps to advance this field.
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Affiliation(s)
- Paige Dickson
- X-Chem Inc., 100 Beaver Street, Waltham, Massachusetts 02453, United States
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