1
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Correy GJ, Rachman MM, Togo T, Gahbauer S, Doruk YU, Stevens MGV, Jaishankar P, Kelley B, Goldman B, Schmidt M, Kramer T, Radchenko DS, Moroz YS, Ashworth A, Riley P, Shoichet BK, Renslo AR, Walters WP, Fraser JS. Exploration of structure-activity relationships for the SARS-CoV-2 macrodomain from shape-based fragment linking and active learning. SCIENCE ADVANCES 2025; 11:eads7187. [PMID: 40435250 PMCID: PMC12118597 DOI: 10.1126/sciadv.ads7187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 04/22/2025] [Indexed: 06/01/2025]
Abstract
The macrodomain of severe acute respiratory syndrome coronavirus 2 nonstructural protein 3 is required for viral pathogenesis and is an emerging antiviral target. We previously performed an x-ray crystallography-based fragment screen and found submicromolar inhibitors by fragment linking. However, these compounds had poor membrane permeability and liabilities that complicated optimization. Here, we developed a shape-based virtual screening pipeline-FrankenROCS. We screened the Enamine high-throughput collection of 2.1 million compounds, selecting 39 compounds for testing, with the most potent binding with a 130 μM median inhibitory concentration (IC50). We then paired FrankenROCS with an active learning algorithm (Thompson sampling) to efficiently search the Enamine REAL database of 22 billion molecules, testing 32 compounds with the most potent binding with a 220 μM IC50. Further optimization led to analogs with IC50 values better than 10 μM. This lead series has improved membrane permeability and is poised for optimization. FrankenROCS is a scalable method for fragment linking to exploit synthesis-on-demand libraries.
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Affiliation(s)
- Galen J. Correy
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA
| | - Moira M. Rachman
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - Takaya Togo
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - Stefan Gahbauer
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - Yagmur U. Doruk
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158, USA
| | - Maisie G. V. Stevens
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158, USA
| | - Priyadarshini Jaishankar
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | | | | | | | | | | | - Yurii S. Moroz
- Enamine Ltd., Kyiv, Ukraine
- Chemspace LLC, Kyiv, Ukraine
- Department of Chemistry, Taras Shevchenko National University of Kyiv, Kyiv, Ukraine
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158, USA
| | | | - Brian K. Shoichet
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - Adam R. Renslo
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | | | - James S. Fraser
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA
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2
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Pfannenstiel JJ, Duong MTH, Cluff D, Sherrill LM, Colquhoun I, Cadoux G, Thorne D, Pääkkönen J, Schemmel NF, O'Connor J, Saenjamsai P, Feng M, Parthasarathy S, Hageman MJ, Johnson DK, Roy A, Lehtiö L, Ferraris DV, Fehr AR. Identification of a series of pyrrolo-pyrimidine-based SARS-CoV-2 Mac1 inhibitors that repress coronavirus replication. mBio 2025:e0386524. [PMID: 40407321 DOI: 10.1128/mbio.03865-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Accepted: 04/29/2025] [Indexed: 05/28/2025] Open
Abstract
Coronaviruses (CoVs) can emerge from zoonotic sources and cause severe diseases in humans and animals. CoVs encode for a macrodomain (Mac1) that binds to and removes ADP-ribose from target proteins. SARS-CoV-2 Mac1 promotes virus replication in the presence of interferon (IFN) and blocks the production of IFN, although the mechanisms by which it mediates these functions remain unknown. Mac1 inhibitors could help elucidate these mechanisms and serve as therapeutic agents against CoV-induced diseases. We previously identified compound 4a (a.k.a. MCD-628), a pyrrolo-pyrimidine that inhibited Mac1 activity in vitro at low micromolar levels. Here, we determined the binding mode of 4a by crystallography, further defining its interaction with Mac1. However, 4a did not reduce CoV replication, which we hypothesized was due to its acidic side chain limiting permeability. To test this hypothesis, we developed several hydrophobic derivatives of 4a. We identified four compounds that both inhibited Mac1 in vitro and inhibited murine hepatitis virus (MHV) replication: 5a, 5c, 6d, and 6e. Furthermore, 5c and 6e inhibited SARS-CoV-2 replication only in the presence of IFNγ, similar to a Mac1 deletion virus. To confirm their specificity, we passed MHV in the presence of 5a to identify drug-resistant mutations and identified an alanine-to-threonine and glycine-to-valine double mutation in Mac1. Recombinant virus with these mutations had enhanced replication compared with the WT virus when treated with 5a, demonstrating the specificity of these compounds during infection. However, this virus is highly attenuated in vivo, indicating that drug resistance emerged at the expense of viral fitness.IMPORTANCECoronaviruses (CoVs) present significant threats to human and animal health, as evidenced by recent outbreaks of MERS-CoV and SARS-CoV-2. CoVs encode for a highly conserved macrodomain protein (Mac1) that binds to and removes ADP-ribose from proteins, which promotes virus replication and blocks IFN production, although the exact mechanisms remain unclear. Inhibiting Mac1 could provide valuable insights into these mechanisms and offer new therapeutic avenues for CoV-induced diseases. We have identified several unique pyrrolo-pyrimidine-based compounds as Mac1 inhibitors. Notably, at least two of these compounds inhibited both murine hepatitis virus (MHV) and SARS-CoV-2 replication. Furthermore, we identified a drug-resistant mutation in Mac1, confirming target specificity during infection. However, this mutant is highly attenuated in mice, indicating that drug resistance appears to come at a fitness cost. These results emphasize the potential of Mac1 as a drug target and the promise of structure-based inhibitor design in combating CoV infections.
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Affiliation(s)
| | - Men Thi Hoai Duong
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Northern Ostrobothnia, Finland
| | - Daniel Cluff
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | | | - Iain Colquhoun
- Department of Chemistry, McDaniel College, Westminster, Maryland, USA
| | - Gabrielle Cadoux
- Department of Chemistry, McDaniel College, Westminster, Maryland, USA
| | - Devyn Thorne
- Department of Chemistry, McDaniel College, Westminster, Maryland, USA
| | - Johan Pääkkönen
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Northern Ostrobothnia, Finland
| | - Nathaniel F Schemmel
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Joseph O'Connor
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Pradtahna Saenjamsai
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Mei Feng
- Biopharmaceutical Innovation & Optimization Center, University of Kansas, Lawrence, Kansas, USA
| | | | - Michael J Hageman
- Biopharmaceutical Innovation & Optimization Center, University of Kansas, Lawrence, Kansas, USA
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas, USA
| | - David K Johnson
- Computational Chemical Biology Laboratory, University of Kansas, Lawrence, Kansas, USA
| | - Anuradha Roy
- Infectious Disease Assay Development Laboratory, University of Kansas, Lawrence, Kansas, USA
| | - Lari Lehtiö
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Northern Ostrobothnia, Finland
| | - Dana V Ferraris
- Department of Chemistry, McDaniel College, Westminster, Maryland, USA
| | - Anthony R Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
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3
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Ribeiro VC, Russo LC, González Duré DM, Hoch NC. Interferon-induced ADP-ribosylation: technical developments driving ICAB discovery. Biosci Rep 2025; 45:BSR20240986. [PMID: 40014063 PMCID: PMC12096948 DOI: 10.1042/bsr20240986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Revised: 02/19/2025] [Accepted: 02/26/2025] [Indexed: 02/28/2025] Open
Abstract
Cells respond to a variety of internal and external stimuli by regulating the activities of different signalling cascades and cellular processes, often via chemical modifications of biological macromolecules that modulate their overall levels, biochemical activities or biophysical interactions. One such modification, termed ADP-ribosylation (ADPr), is emerging as an important player in the interferon (IFN) response, but the molecular targets and functions of ADP-ribosyltransferases within this core component of innate immunity still remains unclear. We and others have recently identified that stimulation of IFN signalling cascades promotes the formation of a novel cytosolic structure in human cells that is enriched in ADP-ribosyl modifications. Here, we propose to name these structures 'interferon-induced cytosolic ADPr bodies' (ICABs) and discuss their known components and potential functions. We also review methods to detect ICABs (and cellular ADPr in general) using a range of recently developed reagents. This lays the foundation for future studies aimed at elucidating the molecular functions of ICABs and ADPr in innate immune responses, which is a central unanswered question in the field.
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Affiliation(s)
| | - Lilian Cristina Russo
- Department of Biochemistry, Chemistry Institute, University of São Paulo, São Paulo, Brazil
| | | | - Nícolas Carlos Hoch
- Department of Biochemistry, Chemistry Institute, University of São Paulo, São Paulo, Brazil
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4
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Joshi R, Gaikwad H, Soge B, Alshammari A, Albekairi NA, Kabra A, Yashwante U, Kolte B, Lokhande P, Meshram RJ. Exploring pyrazolines as potential inhibitors of NSP3-macrodomain of SARS-CoV-2: synthesis and in silico analysis. Sci Rep 2025; 15:767. [PMID: 39755743 PMCID: PMC11700119 DOI: 10.1038/s41598-024-81711-5] [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: 01/08/2024] [Accepted: 11/28/2024] [Indexed: 01/06/2025] Open
Abstract
COVID-19 has proved to be a global health crisis during the pandemic, and the emerging JN.1 variant is a potential threat. Therefore, finding alternative antivirals is of utmost priority. In the current report, we present the synthesis of new and potential anti-viral pyrazoline compounds. Here we report a chemical scheme where β-aryl β-anilino ketones react with phenyl hydrazine in potassium hydroxide to give the corresponding 3,5-diarylpyrazoline. The protocol is applicable to a variety of β-amino ketones and tolerates several functional groups. This method is efficient and proceeds regioselectivity since the β-Anilino group acts as a protecting group for alkenes of chalcones. We identified the NSP3-microdomain (Mac-1) of SARS-CoV-2 as a putative target for newly synthesized triaryl-2-pyrazoline compounds. The molecular dynamics simulation-based free energy estimation suggests compounds 7a, 7d, 7 g, 7i, 7k, and 7 L as promising Mac-1 inhibitors. The detailed structural inspection of MD simulation trajectories sheds light on the structural and functional dynamics involved in the SARS-CoV-2 Mac-1. The data presented here is expected to guide the design and development of better anti-SARS-CoV-2 therapies.
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Affiliation(s)
- Rekha Joshi
- Department of Chemistry, Savitribai Phule Pune University, Pune, Pune, Maharashtra, 411007, India
| | - Harsh Gaikwad
- Department of Chemistry, Savitribai Phule Pune University, Pune, Pune, Maharashtra, 411007, India
| | - Bhavana Soge
- Bioinformatics Centre, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India
| | - Abdulrahman Alshammari
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Post Box 2455, Riyadh, 11451, Saudi Arabia
| | - Norah A Albekairi
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, Post Box 2455, Riyadh, 11451, Saudi Arabia
| | - Atul Kabra
- University Institute of Pharma Sciences, Chandigarh University, Mohali, Punjab, India
| | - Usha Yashwante
- Bioinformatics Centre, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India
| | - Baban Kolte
- Department of Microbial Genome Research, Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures, 38124, Braunschweig, Germany
- Institute of Microbiology, Technical University of Braunschweig, 38106, Braunschweig, Germany
| | - Pradip Lokhande
- Department of Chemistry, Savitribai Phule Pune University, Pune, Pune, Maharashtra, 411007, India.
| | - Rohan J Meshram
- Bioinformatics Centre, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India.
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5
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Kerr CM, Pfannenstiel JJ, Alhammad YM, O'Connor JJ, Ghimire R, Shrestha R, Khattabi R, Saenjamsai P, Parthasarathy S, McDonald PR, Gao P, Johnson DK, More S, Roy A, Channappanavar R, Fehr AR. Mutation of a highly conserved isoleucine residue in loop 2 of several β-coronavirus macrodomains indicates that enhanced ADP-ribose binding is detrimental for replication. J Virol 2024; 98:e0131324. [PMID: 39387584 PMCID: PMC11575489 DOI: 10.1128/jvi.01313-24] [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: 07/30/2024] [Accepted: 09/18/2024] [Indexed: 10/13/2024] Open
Abstract
All coronaviruses (CoVs) encode for a conserved macrodomain (Mac1) located in non-structural protein 3. Mac1 is an ADP-ribosylhydrolase that binds and hydrolyzes mono-ADP-ribose from target proteins. Previous work has shown that Mac1 is important for virus replication and pathogenesis. Within Mac1, there are several regions that are highly conserved across CoVs, including the glycine-isoleucine-phenylalanine motif. While we previously demonstrated the importance of the glycine residue for CoV replication and pathogenesis, the impact of the isoleucine and phenylalanine residues remains unknown. To determine how the biochemical activities of these residues impact CoV replication, the isoleucine and the phenylalanine residues were mutated to alanine (I-A/F-A) in both recombinant Mac1 proteins and recombinant CoVs, including murine hepatitis virus, Middle East respiratory syndrome coronavirus (MERS-CoV), and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The F-A mutant proteins had ADP-ribose binding and/or hydrolysis defects that correlated with attenuated replication and pathogenesis of F-A mutant MERS-CoV and SARS-CoV-2 viruses in cell culture and mice. In contrast, the I-A mutant proteins had normal enzyme activity and enhanced ADP-ribose binding. Despite only demonstrating increased ADP-ribose binding, I-A mutant MERS-CoV and SARS-CoV-2 viruses were highly attenuated in both cell culture and mice, indicating that this isoleucine residue acts as a gate that controls ADP-ribose binding for efficient virus replication. These results highlight the function of this highly conserved residue and provide unique insight into how macrodomains control ADP-ribose binding and hydrolysis to promote viral replication. IMPORTANCE The conserved coronavirus (CoV) macrodomain (Mac1) counters the activity of host ADP-ribosyltransferases and is critical for CoV replication and pathogenesis. As such, Mac1 is a potential therapeutic target for CoV-induced disease. However, we lack a basic knowledge of how several residues in its ADP-ribose binding pocket contribute to its biochemical and virological functions. We engineered mutations into two highly conserved residues in the ADP-ribose binding pocket of Mac1, both as recombinant proteins and viruses for Middle East respiratory syndrome coronavirus (MERS-CoV) and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Interestingly, a Mac1 isoleucine-to-alanine mutant protein had enhanced ADP-ribose binding which proved to be detrimental for virus replication, indicating that this isoleucine controls ADP-ribose binding and is beneficial for virus replication and pathogenesis. These results provide unique insight into how macrodomains control ADP-ribose binding and will be critical for the development of novel inhibitors targeting Mac1 that could be used to treat CoV-induced disease.
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Affiliation(s)
- Catherine M. Kerr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | | | - Yousef M. Alhammad
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Joseph J. O'Connor
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Roshan Ghimire
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Rakshya Shrestha
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma, USA
| | - Reem Khattabi
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Pradtahna Saenjamsai
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | | | - Peter R. McDonald
- High Throughput Screening Laboratory, University of Kansas, Lawrence, Kansas, USA
| | - Philip Gao
- Protein Production Group, University of Kansas, Lawrence, Kansas, USA
| | - David K. Johnson
- Molecular Graphics and Modeling Laboratory and the Computational Chemical Biology Core, University of Kansas, Lawrence, Kansas, USA
| | - Sunil More
- High Throughput Screening Laboratory, University of Kansas, Lawrence, Kansas, USA
- Oklahoma Center for Respiratory and Infectious Diseases, College of Veterinary Medicine, Stillwater, Oklahoma, USA
| | - Anuradha Roy
- High Throughput Screening Laboratory, University of Kansas, Lawrence, Kansas, USA
| | - Rudragouda Channappanavar
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma, USA
- Oklahoma Center for Respiratory and Infectious Diseases, College of Veterinary Medicine, Stillwater, Oklahoma, USA
| | - Anthony R. Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
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6
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Weijers SA, Vermeulen M, Kliza KW. The quest to identify ADP-ribosylation readers: methodological advances. Trends Biochem Sci 2024; 49:1000-1013. [PMID: 39304454 DOI: 10.1016/j.tibs.2024.08.006] [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: 06/07/2024] [Revised: 08/01/2024] [Accepted: 08/23/2024] [Indexed: 09/22/2024]
Abstract
ADP-ribosylation regulates numerous fundamental cellular processes in health and disease. However, the limited availability of suitable tools and methods prevents the identification and characterization of certain components of the ADP-ribosylation signaling network and, consequently, efficient utilization of their biomedical potential. Identification of ADP-ribose (ADPr) readers has been particularly impeded by challenges associated with the development of ADPr-based enrichment probes. These difficulties were finally overcome in several recent studies describing various approaches to identifying ADPr readers in an unbiased, proteome-wide manner. In this review we discuss these different strategies and their limitations, benefits and drawbacks, and summarize how these technologies contribute to a dissection of ADP-ribosylation signaling networks. We also address unmet technological needs and future directions to investigate interactions with ADPr linkages.
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Affiliation(s)
- Suzanne A Weijers
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Oncode Institute, Radboud University Nijmegen, 6525 GA Nijmegen, The Netherlands; Division of Molecular Genetics, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Michiel Vermeulen
- Department of Molecular Biology, Faculty of Science, Radboud Institute for Molecular Life Sciences, Oncode Institute, Radboud University Nijmegen, 6525 GA Nijmegen, The Netherlands; Division of Molecular Genetics, The Netherlands Cancer Institute, Amsterdam, The Netherlands.
| | - Katarzyna W Kliza
- Max Planck Institute of Molecular Physiology, Otto-Hahn Strasse 11, 44227 Dortmund, Germany.
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7
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Pfannenstiel JJ, Duong MTH, Cluff D, Sherrill LM, Colquhoun I, Cadoux G, Thorne D, Pääkkönen J, Schemmel NF, O’Connor J, Saenjamsai P, Feng M, Hageman MJ, Johnson DK, Roy A, Lehtiö L, Ferraris DV, Fehr AR. Identification of a series of pyrrolo-pyrimidine based SARS-CoV-2 Mac1 inhibitors that repress coronavirus replication. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.28.620664. [PMID: 39554145 PMCID: PMC11565749 DOI: 10.1101/2024.10.28.620664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/19/2024]
Abstract
Coronaviruses (CoVs) can emerge from zoonotic sources and cause severe diseases in humans and animals. All CoVs encode for a macrodomain (Mac1) that binds to and removes ADP-ribose from target proteins. SARS-CoV-2 Mac1 promotes virus replication in the presence of interferon (IFN) and blocks the production of IFN, though the mechanisms by which it mediates these functions remain unknown. Mac1 inhibitors could help elucidate these mechanisms and serve as therapeutic agents against CoV-induced diseases. We previously identified compound 4a (a.k.a. MCD-628), a pyrrolo-pyrimidine that inhibited Mac1 activity in vitro at low micromolar levels. Here, we determined the binding mode of 4a by crystallography, further defining its interaction with Mac1. However, 4a did not reduce CoV replication, which we hypothesized was due to its acidic side chain limiting permeability. To test this hypothesis, we developed several hydrophobic derivatives of 4a. We identified four compounds that both inhibited Mac1 in vitro and inhibited murine hepatitis virus (MHV) replication: 5a, 5c, 6d, and 6e. Furthermore, 5c and 6e inhibited SARS-CoV-2 replication only in the presence of IFNγ, similar to a Mac1 deletion virus. To confirm their specificity, we passaged MHV in the presence of 5a to identify drug-resistant mutations and identified an alanine-to-threonine and glycine-to-valine double mutation in Mac1. Recombinant virus with these mutations had enhanced replication compared to WT virus when treated with 5a, demonstrating the specificity of these compounds during infection. However, this virus is highly attenuated in vivo, indicating that drug-resistance emerged at the expense of viral fitness.
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Affiliation(s)
| | - Men Thi Hoai Duong
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Finland
| | - Daniel Cluff
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Lavania M. Sherrill
- McDaniel College Department of Chemistry, 2 College Hill, McDaniel College, Westminster, Maryland 21157, USA
| | - Iain Colquhoun
- McDaniel College Department of Chemistry, 2 College Hill, McDaniel College, Westminster, Maryland 21157, USA
| | - Gabrielle Cadoux
- McDaniel College Department of Chemistry, 2 College Hill, McDaniel College, Westminster, Maryland 21157, USA
| | - Devyn Thorne
- McDaniel College Department of Chemistry, 2 College Hill, McDaniel College, Westminster, Maryland 21157, USA
| | - Johan Pääkkönen
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Finland
| | | | - Joseph O’Connor
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Pradtahna Saenjamsai
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
| | - Mei Feng
- Biopharmaceutical Innovation & Optimization Center, University of Kansas, Lawrence, Kansas 66047, USA
| | - Michael J. Hageman
- Biopharmaceutical Innovation & Optimization Center, University of Kansas, Lawrence, Kansas 66047, USA
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, Kansas 66047, USA
| | - David K. Johnson
- Molecular Graphics and Modeling Laboratory and the Computational Chemical Biology Core, University of Kansas, Lawrence, Kansas, USA
| | - Anuradha Roy
- Infectious Disease Assay Development Laboratory/HTS, University of Kansas, Lawrence, Kansas, USA
| | - Lari Lehtiö
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Oulu, Finland
| | - Dana V. Ferraris
- McDaniel College Department of Chemistry, 2 College Hill, McDaniel College, Westminster, Maryland 21157, USA
| | - Anthony R. Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, USA
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8
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Correy GJ, Rachman M, Togo T, Gahbauer S, Doruk YU, Stevens M, Jaishankar P, Kelley B, Goldman B, Schmidt M, Kramer T, Ashworth A, Riley P, Shoichet BK, Renslo AR, Walters WP, Fraser JS. Extensive exploration of structure activity relationships for the SARS-CoV-2 macrodomain from shape-based fragment merging and active learning. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.25.609621. [PMID: 39253507 PMCID: PMC11383323 DOI: 10.1101/2024.08.25.609621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
The macrodomain contained in the SARS-CoV-2 non-structural protein 3 (NSP3) is required for viral pathogenesis and lethality. Inhibitors that block the macrodomain could be a new therapeutic strategy for viral suppression. We previously performed a large-scale X-ray crystallography-based fragment screen and discovered a sub-micromolar inhibitor by fragment linking. However, this carboxylic acid-containing lead had poor membrane permeability and other liabilities that made optimization difficult. Here, we developed a shape-based virtual screening pipeline - FrankenROCS - to identify new macrodomain inhibitors using fragment X-ray crystal structures. We used FrankenROCS to exhaustively screen the Enamine high-throughput screening (HTS) collection of 2.1 million compounds and selected 39 compounds for testing, with the most potent compound having an IC50 value equal to 130 μM. We then paired FrankenROCS with an active learning algorithm (Thompson sampling) to efficiently search the Enamine REAL database of 22 billion molecules, testing 32 compounds with the most potent having an IC50 equal to 220 μM. Further optimization led to analogs with IC50 values better than 10 μM, with X-ray crystal structures revealing diverse binding modes despite conserved chemical features. These analogs represent a new lead series with improved membrane permeability that is poised for optimization. In addition, the collection of 137 X-ray crystal structures with associated binding data will serve as a resource for the development of structure-based drug discovery methods. FrankenROCS may be a scalable method for fragment linking to exploit ever-growing synthesis-on-demand libraries.
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Affiliation(s)
- Galen J. Correy
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158
| | - Moira Rachman
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158
| | - Takaya Togo
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158
| | - Stefan Gahbauer
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158
| | - Yagmur U. Doruk
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158
| | - Maisie Stevens
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158
| | - Priyadarshini Jaishankar
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158
| | | | | | | | | | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158
| | | | - Brian K. Shoichet
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158
| | - Adam R. Renslo
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158
| | | | - James S. Fraser
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158
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9
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Ildefeld N, Steinhilber D, Proschak E, Heering J. HTRF-based assay for detection of mono-ADP-ribosyl hydrolyzing macrodomains and inhibitor screening. iScience 2024; 27:110333. [PMID: 39055912 PMCID: PMC11269945 DOI: 10.1016/j.isci.2024.110333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 04/08/2024] [Accepted: 06/18/2024] [Indexed: 07/28/2024] Open
Abstract
The COVID-19 pandemic has highlighted the lack of effective, ready-to-use antivirals for the treatment of viruses with pandemic potential. The development of a diverse drug portfolio is therefore crucial for pandemic preparedness. Viral macrodomains are attractive therapeutic targets as they are suggested to play an important role in evading the innate host immune response, making them critical for viral pathogenesis. Macrodomains function as erasers of mono-ADP-ribosylation (deMARylation), a post-translational modification that is involved in interferon signaling. Herein, we report the development of a modular HTRF-based assay, that can be used to screen for inhibitors of various viral and human macrodomains. We characterized the five most promising small molecule SARS-CoV-2 Mac1 inhibitors recently reported in the literature for potency and selectivity and conducted a pilot screen demonstrating HTS suitability. The ability to directly detect enzymatic activity makes the DeMAR assay a valuable addition to the existing tools for macrodomain drug discovery.
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Affiliation(s)
- Niklas Ildefeld
- Institute of Pharmaceutical Chemistry, Goethe-University of Frankfurt, Biocenter, Max-von-Laue-Str. 9, 60438 Frankfurt/Main, Germany
| | - Dieter Steinhilber
- Institute of Pharmaceutical Chemistry, Goethe-University of Frankfurt, Biocenter, Max-von-Laue-Str. 9, 60438 Frankfurt/Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt/Main, Germany
| | - Ewgenij Proschak
- Institute of Pharmaceutical Chemistry, Goethe-University of Frankfurt, Biocenter, Max-von-Laue-Str. 9, 60438 Frankfurt/Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt/Main, Germany
| | - Jan Heering
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Theodor-Stern-Kai 7, 60596 Frankfurt/Main, Germany
- Fraunhofer Cluster of Excellence Immune-Mediated Diseases CIMD, Theodor-Stern-Kai 7, 60596 Frankfurt/Main, Germany
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10
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Kerr CM, Pfannenstiel JJ, Alhammad YM, O’Connor JJ, Ghimire R, Shrestha R, Khattabi R, Saenjamsai P, Parthasarathy S, McDonald PR, Gao P, Johnson DK, More S, Roy A, Channappanavar R, Fehr AR. Mutation of a highly conserved isoleucine residue in loop 2 of several β-coronavirus macrodomains indicates that enhanced ADP-ribose binding is detrimental to infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.03.574082. [PMID: 38260573 PMCID: PMC10802294 DOI: 10.1101/2024.01.03.574082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
All coronaviruses (CoVs) encode for a conserved macrodomain (Mac1) located in nonstructural protein 3 (nsp3). Mac1 is an ADP-ribosylhydrolase that binds and hydrolyzes mono-ADP-ribose from target proteins. Previous work has shown that Mac1 is important for virus replication and pathogenesis. Within Mac1, there are several regions that are highly conserved across CoVs, including the GIF (glycine-isoleucine-phenylalanine) motif. To determine how the biochemical activities of these residues impact CoV replication, the isoleucine and the phenylalanine residues were mutated to alanine (I-A/F-A) in both recombinant Mac1 proteins and recombinant CoVs, including murine hepatitis virus (MHV), Middle East respiratory syndrome coronavirus (MERS-CoV), and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The F-A mutant proteins had ADP-ribose binding and/or hydrolysis defects that led to attenuated replication and pathogenesis in cell culture and mice. In contrast, the I-A mutations had normal enzyme activity and enhanced ADP-ribose binding. Despite increased ADP-ribose binding, I-A mutant MERS-CoV and SARS-CoV-2 were highly attenuated in both cell culture and mice, indicating that this isoleucine residue acts as a gate that controls ADP-ribose binding for efficient virus replication. These results highlight the function of this highly conserved residue and provide unique insight into how macrodomains control ADP-ribose binding and hydrolysis to promote viral replication.
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Affiliation(s)
- Catherine M. Kerr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, USA
| | | | - Yousef M. Alhammad
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, USA
| | - Joseph J. O’Connor
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, USA
| | - Roshan Ghimire
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma 74078, USA
| | - Rakshya Shrestha
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma 74078, USA
| | - Reem Khattabi
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, USA
| | - Pradtahna Saenjamsai
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, USA
| | | | - Peter R. McDonald
- High Throughput Screening Laboratory, University of Kansas, Lawrence, Kansas 66047, USA
| | - Philip Gao
- Protein Production Group, University of Kansas, Lawrence, Kansas 66047, USA
| | - David K. Johnson
- Molecular Graphics and Modeling Laboratory and the Computational Chemical Biology Core, University of Kansas, Lawrence, Kansas 66047, USA
| | - Sunil More
- High Throughput Screening Laboratory, University of Kansas, Lawrence, Kansas 66047, USA
- Oklahoma Center for Respiratory and Infectious Diseases, College of Veterinary Medicine, Stillwater, Oklahoma 74078, USA
| | - Anuradha Roy
- High Throughput Screening Laboratory, University of Kansas, Lawrence, Kansas 66047, USA
| | - Rudragouda Channappanavar
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma 74078, USA
- Oklahoma Center for Respiratory and Infectious Diseases, College of Veterinary Medicine, Stillwater, Oklahoma 74078, USA
| | - Anthony R. Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, USA
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11
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Kar P, Chatrin C, Đukić N, Suyari O, Schuller M, Zhu K, Prokhorova E, Bigot N, Baretić D, Ahel J, Elsborg JD, Nielsen ML, Clausen T, Huet S, Niepel M, Sanyal S, Ahel D, Smith R, Ahel I. PARP14 and PARP9/DTX3L regulate interferon-induced ADP-ribosylation. EMBO J 2024; 43:2929-2953. [PMID: 38834853 PMCID: PMC11251020 DOI: 10.1038/s44318-024-00126-0] [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: 10/07/2023] [Revised: 05/01/2024] [Accepted: 05/08/2024] [Indexed: 06/06/2024] Open
Abstract
PARP-catalysed ADP-ribosylation (ADPr) is important in regulating various cellular pathways. Until recently, PARP-dependent mono-ADP-ribosylation has been poorly understood due to the lack of sensitive detection methods. Here, we utilised an improved antibody to detect mono-ADP-ribosylation. We visualised endogenous interferon (IFN)-induced ADP-ribosylation and show that PARP14 is a major enzyme responsible for this modification. Fittingly, this signalling is reversed by the macrodomain from SARS-CoV-2 (Mac1), providing a possible mechanism by which Mac1 counteracts the activity of antiviral PARPs. Our data also elucidate a major role of PARP9 and its binding partner, the E3 ubiquitin ligase DTX3L, in regulating PARP14 activity through protein-protein interactions and by the hydrolytic activity of PARP9 macrodomain 1. Finally, we also present the first visualisation of ADPr-dependent ubiquitylation in the IFN response. These approaches should further advance our understanding of IFN-induced ADPr and ubiquitin signalling processes and could shed light on how different pathogens avoid such defence pathways.
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Affiliation(s)
- Pulak Kar
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
- Department of Biological Sciences, SRM University-AP, Amaravati, 522502, India
| | - Chatrin Chatrin
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Nina Đukić
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Osamu Suyari
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Marion Schuller
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Kang Zhu
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Evgeniia Prokhorova
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Nicolas Bigot
- Univ Rennes, CNRS, IGDR (Institut de génétique et développement de Rennes) - UMR 6290, BIOSIT - UMS3480, F-35000, Rennes, France
| | - Domagoj Baretić
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Juraj Ahel
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter, Vienna, Austria
| | - Jonas Damgaard Elsborg
- Proteomics Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Michael L Nielsen
- Proteomics Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Tim Clausen
- Research Institute of Molecular Pathology (IMP), Vienna BioCenter, Vienna, Austria
- Medical University of Vienna, Vienna, Austria
| | - Sébastien Huet
- Univ Rennes, CNRS, IGDR (Institut de génétique et développement de Rennes) - UMR 6290, BIOSIT - UMS3480, F-35000, Rennes, France
| | | | - Sumana Sanyal
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Dragana Ahel
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK
| | - Rebecca Smith
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK.
| | - Ivan Ahel
- Sir William Dunn School of Pathology, University of Oxford, Oxford, OX1 3RE, UK.
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12
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Xie S, Cao S, Wu J, Xie Z, Liu YT, Fu W, Zhao Q, Liu L, Yang L, Li J. In silico-based screening of natural products as potential inhibitors of SARS-CoV-2 macrodomain 1. J Biomol Struct Dyn 2024; 42:5229-5237. [PMID: 37349935 DOI: 10.1080/07391102.2023.2226745] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 06/09/2023] [Indexed: 06/24/2023]
Abstract
The rapid spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) worldwide has led to over 600 million cases of coronavirus disease 2019 (COVID-19). Identifying effective molecules that can counteract the virus is imperative. SARS-CoV-2 macrodomain 1 (Mac1) represents a promising antiviral drug target. In this study, we predicted potential inhibitors of SARS-CoV-2 Mac1 from natural products using in silico-based screening. Based on the high-resolution crystal structure of Mac1 bound to its endogenous ligand ADP-ribose (ADPr), we first performed a docking-based virtual screening of Mac1 inhibitors against a natural product library and obtained five representative compounds (MC1-MC5) by clustering analysis. All five compounds were stably bound to Mac1 during 500 ns long molecular dynamics simulations. The binding free energy of these compounds to Mac1 was calculated using molecular mechanics generalized Born surface area and further refined with localized volume-based metadynamics. The results demonstrated that both MC1 (-9.8 ± 0.3 kcal/mol) and MC5 (-9.6 ± 0.3 kcal/mol) displayed more favorable affinities to Mac1 with respect to ADPr (-8.9 ± 0.3 kcal/mol), highlighting their potential as potent SARS-CoV-2 Mac1 inhibitors. Overall, this study provides potential SARS-CoV-2 Mac1 inhibitors, which may pave the way for developing effective therapeutics for COVID-19.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Song Xie
- College of Chemistry, Fuzhou University, Fuzhou, China
| | - Shoujing Cao
- College of Chemistry, Fuzhou University, Fuzhou, China
| | - Juhong Wu
- College of Chemistry, Fuzhou University, Fuzhou, China
| | - Zhinuo Xie
- College of Chemistry, Fuzhou University, Fuzhou, China
| | | | - Wei Fu
- College of Chemistry, Fuzhou University, Fuzhou, China
| | - Qianqian Zhao
- College of Pharmacy, Chongqing Medical University, Chongqing, China
| | - Lin Liu
- College of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Lin Yang
- Department of Pharmacy, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China
| | - Jinyu Li
- College of Chemistry, Fuzhou University, Fuzhou, China
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13
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Wazir S, Parviainen TAO, Pfannenstiel JJ, Duong MTH, Cluff D, Sowa ST, Galera-Prat A, Ferraris D, Maksimainen MM, Fehr AR, Heiskanen JP, Lehtiö L. Discovery of 2-Amide-3-methylester Thiophenes that Target SARS-CoV-2 Mac1 and Repress Coronavirus Replication, Validating Mac1 as an Antiviral Target. J Med Chem 2024; 67:6519-6536. [PMID: 38592023 PMCID: PMC11144470 DOI: 10.1021/acs.jmedchem.3c02451] [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: 04/10/2024]
Abstract
The COVID-19 pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus has made it clear that further development of antiviral therapies will be needed. Here, we describe small-molecule inhibitors for SARS-CoV-2 Mac1, which counters ADP-ribosylation-mediated innate immune responses. Three high-throughput screening hits had the same 2-amide-3-methylester thiophene scaffold. We studied the compound binding mode using X-ray crystallography, allowing us to design analogues. Compound 27 (MDOLL-0229) had an IC50 of 2.1 μM and was selective for CoV Mac1 proteins after profiling for activity against a panel of viral and human proteins. The improved potency allowed testing of its effect on virus replication, and indeed, 27 inhibited replication of both murine hepatitis virus (MHV) prototypes CoV and SARS-CoV-2. Sequencing of a drug-resistant MHV identified mutations in Mac1, further demonstrating the specificity of 27. Compound 27 is the first Mac1-targeted small molecule demonstrated to inhibit coronavirus replication in a cell model.
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Affiliation(s)
- Sarah Wazir
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, 90220 Oulu, Finland
| | - Tomi A. O. Parviainen
- Research Unit of Sustainable Chemistry, University of Oulu, P.O. Box 4300, 90014 Oulu, Finland
| | - Jessica J. Pfannenstiel
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, United States of America
| | - Men Thi Hoai Duong
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, 90220 Oulu, Finland
| | - Daniel Cluff
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, United States of America
| | - Sven T. Sowa
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, 90220 Oulu, Finland
| | - Albert Galera-Prat
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, 90220 Oulu, Finland
| | - Dana Ferraris
- McDaniel College Department of Chemistry, 2 College Hill, Westminster, MD 21157, USA
| | - Mirko M. Maksimainen
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, 90220 Oulu, Finland
| | - Anthony R. Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66045, United States of America
| | - Juha P. Heiskanen
- Research Unit of Sustainable Chemistry, University of Oulu, P.O. Box 4300, 90014 Oulu, Finland
| | - Lari Lehtiö
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, 90220 Oulu, Finland
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14
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Stoll GA, Nikolopoulos N, Zhai H, Zhang L, Douse CH, Modis Y. Crystal structure and biochemical activity of the macrodomain from rubella virus p150. J Virol 2024; 98:e0177723. [PMID: 38289106 PMCID: PMC10878246 DOI: 10.1128/jvi.01777-23] [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: 11/14/2023] [Accepted: 12/22/2023] [Indexed: 02/13/2024] Open
Abstract
Rubella virus encodes a nonstructural polyprotein with RNA polymerase, methyltransferase, and papain-like cysteine protease activities, along with a putative macrodomain of unknown function. Macrodomains bind ADP-ribose adducts, a post-translational modification that plays a key role in host-virus conflicts. Some macrodomains can also remove the mono-ADP-ribose adduct or degrade poly-ADP-ribose chains. Here, we report high-resolution crystal structures of the macrodomain from rubella virus nonstructural protein p150, with and without ADP-ribose binding. The overall fold is most similar to macroD-type macrodomains from various nonviral species. The specific composition and structure of the residues that coordinate ADP-ribose in the rubella virus macrodomain are most similar to those of macrodomains from alphaviruses. Isothermal calorimetry shows that the rubella virus macrodomain binds ADP-ribose in solution. Enzyme assays show that the rubella virus macrodomain can hydrolyze both mono- and poly-ADP-ribose adducts. Site-directed mutagenesis identifies Asn39 and Cys49 required for mono-ADP-ribosylhydrolase (de-MARylation) activity.IMPORTANCERubella virus remains a global health threat. Rubella infections during pregnancy can cause serious congenital pathology, for which no antiviral treatments are available. Our work demonstrates that, like alpha- and coronaviruses, rubiviruses encode a mono-ADP-ribosylhydrolase with a structurally conserved macrodomain fold to counteract MARylation by poly (ADP-ribose) polymerases (PARPs) in the host innate immune response. Our structural data will guide future efforts to develop novel antiviral therapeutics against rubella or infections with related viruses.
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Affiliation(s)
- Guido A. Stoll
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology, Cambridge, United Kingdom
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Nikos Nikolopoulos
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology, Cambridge, United Kingdom
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Haoming Zhai
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology, Cambridge, United Kingdom
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Liao Zhang
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology, Cambridge, United Kingdom
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | | | - Yorgo Modis
- Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology, Cambridge, United Kingdom
- Cambridge Institute of Therapeutic Immunology & Infectious Disease (CITIID), Department of Medicine, University of Cambridge, Cambridge, United Kingdom
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15
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Li X, Song Y. Targeting SARS-CoV-2 nonstructural protein 3: Function, structure, inhibition, and perspective in drug discovery. Drug Discov Today 2024; 29:103832. [PMID: 37977285 PMCID: PMC10872262 DOI: 10.1016/j.drudis.2023.103832] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 11/06/2023] [Accepted: 11/13/2023] [Indexed: 11/19/2023]
Abstract
As a highly contagious human pathogen, severe acute respiratory syndrome-associated coronavirus-2 (SARS-CoV-2) has infected billions of people worldwide with more than 6 million deaths. With several effective vaccines and antiviral drugs now available, the SARS-CoV-2 pandemic been brought under control. However, a new pathogenic coronavirus could emerge in the future, given the zoonotic nature of this virus. Natural evolution and drug-induced mutations of SARS-CoV-2 also require continued efforts for new anti-coronavirus drugs. Nonstructural protein (nsp) 3 of CoVs is a large, multifunctional protein, containing a papain-like protease (PLpro) and a macrodomain (Mac1), which are essential for viral replication. Here, we provide a comprehensive review of the function, structure, and inhibition of SARS-CoV/-CoV-2 PLpro and Mac1. We also discuss advances in, and challenges to, the discovery of drugs against these targets.
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Affiliation(s)
- Xin Li
- Verna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA.
| | - Yongcheng Song
- Verna and Marrs McLean Department of Biochemistry and Molecular Pharmacology, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA; Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA.
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16
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Wazir S, Parviainen TAO, Pfannenstiel JJ, Duong MTH, Cluff D, Sowa ST, Galera-Prat A, Ferraris D, Maksimainen MM, Fehr AR, Heiskanen JP, Lehtiö L. Discovery of 2-amide-3-methylester thiophenes that target SARS-CoV-2 Mac1 and repress coronavirus replication, validating Mac1 as an anti-viral target. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.28.555062. [PMID: 38234730 PMCID: PMC10793406 DOI: 10.1101/2023.08.28.555062] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
The COVID-19 pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus has made it clear that further development of antiviral therapies will be needed to combat additional SARS-CoV-2 variants or novel CoVs. Here, we describe small molecule inhibitors for SARS-CoV-2 Mac1, which counters ADP-ribosylation mediated innate immune responses. The compounds inhibiting Mac1 were discovered through high-throughput screening (HTS) using a protein FRET-based competition assay and the best hit compound had an IC50 of 14 μM. Three validated HTS hits have the same 2-amide-3-methylester thiophene scaffold and the scaffold was selected for structure-activity relationship (SAR) studies through commercial and synthesized analogs. We studied the compound binding mode in detail using X-ray crystallography and this allowed us to focus on specific features of the compound and design analogs. Compound 27 (MDOLL-0229) had an IC50 of 2.1 μM and was generally selective for CoV Mac1 proteins after profiling for activity against a panel of viral and human ADP-ribose binding proteins. The improved potency allowed testing of its effect on virus replication and indeed, 27 inhibited replication of both MHVa prototype CoV, and SARS-CoV-2. Furthermore, sequencing of a drug-resistant MHV identified mutations in Mac1, further demonstrating the specificity of 27. Compound 27 is the first Mac1 targeted small molecule demonstrated to inhibit coronavirus replication in a cell model. This, together with its well-defined binding mode, makes 27 a good candidate for further hit/lead-optimization efforts.
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Affiliation(s)
- Sarah Wazir
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Finland
| | - Tomi A. O. Parviainen
- Research Unit of Sustainable Chemistry, University of Oulu, P.O. Box 4300, FI-90014 Oulu, Finland
| | - Jessica J. Pfannenstiel
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, United States of America
| | - Men Thi Hoai Duong
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Finland
| | - Daniel Cluff
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, United States of America
| | - Sven T. Sowa
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Finland
| | - Albert Galera-Prat
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Finland
| | - Dana Ferraris
- McDaniel College Department of Chemistry, 2 College Hill, Westminster, MD, USA
| | - Mirko M. Maksimainen
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Finland
| | - Anthony R. Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas, United States of America
| | - Juha P. Heiskanen
- Research Unit of Sustainable Chemistry, University of Oulu, P.O. Box 4300, FI-90014 Oulu, Finland
| | - Lari Lehtiö
- Faculty of Biochemistry and Molecular Medicine & Biocenter Oulu, University of Oulu, Finland
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17
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O’Connor JJ, Ferraris D, Fehr AR. An Update on the Current State of SARS-CoV-2 Mac1 Inhibitors. Pathogens 2023; 12:1221. [PMID: 37887737 PMCID: PMC10610136 DOI: 10.3390/pathogens12101221] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 09/29/2023] [Accepted: 10/04/2023] [Indexed: 10/28/2023] Open
Abstract
Non-structural protein 3 (nsp3) from all coronaviruses (CoVs) contains a conserved macrodomain, known as Mac1, that has been proposed as a potential therapeutic target for CoVs due to its critical role in viral pathogenesis. Mac1 is an ADP-ribose binding protein and ADP-ribosylhydrolase that promotes replication and blocks IFN responses, though the precise mechanisms it uses to carry out these functions remain unknown. Over the past 3 years following the onset of COVID-19, several groups have used high-throughput screening with multiple assays and chemical modifications to create unique chemical inhibitors of the SARS-CoV-2 Mac1 protein. Here, we summarize the current efforts to identify selective and potent inhibitors of SARS-CoV-2 Mac1.
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Affiliation(s)
- Joseph J. O’Connor
- Department of Molecular Biosciences, University of Kansas, Lawrence, KS 66045, USA;
| | - Dana Ferraris
- Department of Chemistry, McDaniel College, 2 College Hill, Westminster, MD 21157, USA;
| | - Anthony R. Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, KS 66045, USA;
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18
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Ortega Granda O, Alvarez K, Mate-Perez MJ, Canard B, Ferron F, Rabah N. Macro1 domain residue F156: A hallmark of SARS-CoV-2 de-MARylation specificity. Virology 2023; 587:109845. [PMID: 37517331 DOI: 10.1016/j.virol.2023.109845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 07/17/2023] [Indexed: 08/01/2023]
Abstract
SARS-CoV-2 is a large, enveloped and positive sense single stranded RNA virus. Its genome codes for 16 non-structural proteins. The largest protein of this complex is nsp3, that contains a well conserved Macro1 domain. Viral Macro domains were shown to bind to mono-ADP-ribose (MAR) and poly-ADP-ribose (PAR) in their free form or conjugated to protein substrates. They carry ADP-ribose hydrolase activities implicated in the regulation of innate immunity. SARS-CoV-2 and SARS-CoV show widely different induction and handling of the host interferon response. Herein, we have conducted a mutational study on the key amino-acid residue F156 in SARS-CoV-2, pinpointed by bioinformatic and structural studies, and its cognate residue N157 in SARS-CoV. Our data suggest that the exchange of these residues slightly modifies ADP-ribose binding, but drastically impacts de-MARylation activity. Alanine substitutions at this position hampers PAR binding, abolishes MAR hydrolysis of SARS-CoV-2, and reduces by 70% this activity in the case of SARS-CoV.
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Affiliation(s)
| | - Karine Alvarez
- Aix Marseille Université, CNRS, AFMB UMR 7257, Marseille, France
| | | | - Bruno Canard
- Aix Marseille Université, CNRS, AFMB UMR 7257, Marseille, France
| | - François Ferron
- Aix Marseille Université, CNRS, AFMB UMR 7257, Marseille, France
| | - Nadia Rabah
- Aix Marseille Université, CNRS, AFMB UMR 7257, Marseille, France; Previous Affiliation: Université de Toulon, 83130, La Garde, France.
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19
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Torretta A, Chatzicharalampous C, Ebenwaldner C, Schüler H. PARP14 is a writer, reader, and eraser of mono-ADP-ribosylation. J Biol Chem 2023; 299:105096. [PMID: 37507011 PMCID: PMC10470015 DOI: 10.1016/j.jbc.2023.105096] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/14/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023] Open
Abstract
PARP14/BAL2 is a large multidomain enzyme involved in signaling pathways with relevance to cancer, inflammation, and infection. Inhibition of its mono-ADP-ribosylating PARP homology domain and its three ADP-ribosyl binding macro domains has been regarded as a potential means of therapeutic intervention. Macrodomains-2 and -3 are known to stably bind to ADP-ribosylated target proteins, but the function of macrodomain-1 has remained somewhat elusive. Here, we used biochemical assays of ADP-ribosylation levels to characterize PARP14 macrodomain-1 and the homologous macrodomain-1 of PARP9. Our results show that both macrodomains display an ADP-ribosyl glycohydrolase activity that is not directed toward specific protein side chains. PARP14 macrodomain-1 is unable to degrade poly(ADP-ribose), the enzymatic product of PARP1. The F926A mutation of PARP14 and the F244A mutation of PARP9 strongly reduced ADP-ribosyl glycohydrolase activity of the respective macrodomains, suggesting mechanistic homology to the Mac1 domain of the SARS-CoV-2 Nsp3 protein. This study adds two new enzymes to the previously known six human ADP-ribosyl glycohydrolases. Our results have key implications for how PARP14 and PARP9 will be studied and how their functions will be understood.
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Affiliation(s)
- Archimede Torretta
- Department of Chemistry, Center for Molecular Protein Science (CMPS), Lund University, Lund, Sweden
| | | | - Carmen Ebenwaldner
- Department of Chemistry, Center for Molecular Protein Science (CMPS), Lund University, Lund, Sweden
| | - Herwig Schüler
- Department of Chemistry, Center for Molecular Protein Science (CMPS), Lund University, Lund, Sweden.
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20
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Alhammad YM, Parthasarathy S, Ghimire R, Kerr CM, O’Connor JJ, Pfannenstiel JJ, Chanda D, Miller CA, Baumlin N, Salathe M, Unckless RL, Zuñiga S, Enjuanes L, More S, Channappanavar R, Fehr AR. SARS-CoV-2 Mac1 is required for IFN antagonism and efficient virus replication in cell culture and in mice. Proc Natl Acad Sci U S A 2023; 120:e2302083120. [PMID: 37607224 PMCID: PMC10468617 DOI: 10.1073/pnas.2302083120] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 06/30/2023] [Indexed: 08/24/2023] Open
Abstract
Several coronavirus (CoV) encoded proteins are being evaluated as targets for antiviral therapies for COVID-19. Included in these drug targets is the conserved macrodomain, or Mac1, an ADP-ribosylhydrolase and ADP-ribose binding protein encoded as a small domain at the N terminus of nonstructural protein 3. Utilizing point mutant recombinant viruses, Mac1 was shown to be critical for both murine hepatitis virus (MHV) and severe acute respiratory syndrome (SARS)-CoV virulence. However, as a potential drug target, it is imperative to understand how a complete Mac1 deletion impacts the replication and pathogenesis of different CoVs. To this end, we created recombinant bacterial artificial chromosomes (BACs) containing complete Mac1 deletions (ΔMac1) in MHV, MERS-CoV, and SARS-CoV-2. While we were unable to recover infectious virus from MHV or MERS-CoV ΔMac1 BACs, SARS-CoV-2 ΔMac1 was readily recovered from BAC transfection, indicating a stark difference in the requirement for Mac1 between different CoVs. Furthermore, SARS-CoV-2 ΔMac1 replicated at or near wild-type levels in multiple cell lines susceptible to infection. However, in a mouse model of severe infection, ΔMac1 was quickly cleared causing minimal pathology without any morbidity. ΔMac1 SARS-CoV-2 induced increased levels of interferon (IFN) and IFN-stimulated gene expression in cell culture and mice, indicating that Mac1 blocks IFN responses which may contribute to its attenuation. ΔMac1 infection also led to a stark reduction in inflammatory monocytes and neutrophils. These results demonstrate that Mac1 only minimally impacts SARS-CoV-2 replication, unlike MHV and MERS-CoV, but is required for SARS-CoV-2 pathogenesis and is a unique antiviral drug target.
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Affiliation(s)
- Yousef M. Alhammad
- Department of Molecular Biosciences, University of Kansas, Lawrence, KS66047
| | | | - Roshan Ghimire
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, OK74078
| | - Catherine M. Kerr
- Department of Molecular Biosciences, University of Kansas, Lawrence, KS66047
| | - Joseph J. O’Connor
- Department of Molecular Biosciences, University of Kansas, Lawrence, KS66047
| | | | - Debarati Chanda
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, OK74078
| | - Caden A. Miller
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, OK74078
| | - Nathalie Baumlin
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS66160
| | - Matthias Salathe
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS66160
| | - Robert L. Unckless
- Department of Molecular Biosciences, University of Kansas, Lawrence, KS66047
| | - Sonia Zuñiga
- Department of Molecular and Cell Biology, National Center of Biotechnology, Madrid28049, Spain
| | - Luis Enjuanes
- Department of Molecular and Cell Biology, National Center of Biotechnology, Madrid28049, Spain
| | - Sunil More
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, OK74078
| | | | - Anthony R. Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, KS66047
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21
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Taha TY, Suryawanshi RK, Chen IP, Correy GJ, McCavitt-Malvido M, O’Leary PC, Jogalekar MP, Diolaiti ME, Kimmerly GR, Tsou CL, Gascon R, Montano M, Martinez-Sobrido L, Krogan NJ, Ashworth A, Fraser JS, Ott M. A single inactivating amino acid change in the SARS-CoV-2 NSP3 Mac1 domain attenuates viral replication in vivo. PLoS Pathog 2023; 19:e1011614. [PMID: 37651466 PMCID: PMC10499221 DOI: 10.1371/journal.ppat.1011614] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 09/13/2023] [Accepted: 08/16/2023] [Indexed: 09/02/2023] Open
Abstract
Despite unprecedented efforts, our therapeutic arsenal against SARS-CoV-2 remains limited. The conserved macrodomain 1 (Mac1) in NSP3 is an enzyme exhibiting ADP-ribosylhydrolase activity and a possible drug target. To determine the role of Mac1 catalytic activity in viral replication, we generated recombinant viruses and replicons encoding a catalytically inactive NSP3 Mac1 domain by mutating a critical asparagine in the active site. While substitution to alanine (N40A) reduced catalytic activity by ~10-fold, mutations to aspartic acid (N40D) reduced activity by ~100-fold relative to wild-type. Importantly, the N40A mutation rendered Mac1 unstable in vitro and lowered expression levels in bacterial and mammalian cells. When incorporated into SARS-CoV-2 molecular clones, the N40D mutant only modestly affected viral fitness in immortalized cell lines, but reduced viral replication in human airway organoids by 10-fold. In mice, the N40D mutant replicated at >1000-fold lower levels compared to the wild-type virus while inducing a robust interferon response; all animals infected with the mutant virus survived infection. Our data validate the critical role of SARS-CoV-2 NSP3 Mac1 catalytic activity in viral replication and as a promising therapeutic target to develop antivirals.
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Affiliation(s)
- Taha Y. Taha
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
| | - Rahul K. Suryawanshi
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
| | - Irene P. Chen
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- Department of Medicine, University of California, San Francisco, California, United States of America
| | - Galen J. Correy
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California, United States of America
| | - Maria McCavitt-Malvido
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
| | - Patrick C. O’Leary
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California, United States of America
| | - Manasi P. Jogalekar
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California, United States of America
| | - Morgan E. Diolaiti
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California, United States of America
| | - Gabriella R. Kimmerly
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
| | - Chia-Lin Tsou
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
| | - Ronnie Gascon
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
| | - Mauricio Montano
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
| | - Luis Martinez-Sobrido
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- Texas Biomedical Research Institute, San Antonio, Texas, United States of America
| | - Nevan J. Krogan
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, California, United States of America
- Quantitative Biosciences Institute (QBI), University of California, San Francisco, California, United States of America
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California, United States of America
| | - Alan Ashworth
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California, United States of America
| | - James S. Fraser
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, California, United States of America
| | - Melanie Ott
- Gladstone Institute of Virology, Gladstone Institutes, San Francisco, California, United States of America
- Quantitative Biosciences Institute (QBI) COVID-19 Research Group (QCRG), San Francisco, California, United States of America
- Department of Medicine, University of California, San Francisco, California, United States of America
- Chan Zuckerberg Biohub–San Francisco, San Francisco, California, United States of America
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22
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von Delft A, Hall MD, Kwong AD, Purcell LA, Saikatendu KS, Schmitz U, Tallarico JA, Lee AA. Accelerating antiviral drug discovery: lessons from COVID-19. Nat Rev Drug Discov 2023; 22:585-603. [PMID: 37173515 PMCID: PMC10176316 DOI: 10.1038/s41573-023-00692-8] [Citation(s) in RCA: 80] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2023] [Indexed: 05/15/2023]
Abstract
During the coronavirus disease 2019 (COVID-19) pandemic, a wave of rapid and collaborative drug discovery efforts took place in academia and industry, culminating in several therapeutics being discovered, approved and deployed in a 2-year time frame. This article summarizes the collective experience of several pharmaceutical companies and academic collaborations that were active in severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antiviral discovery. We outline our opinions and experiences on key stages in the small-molecule drug discovery process: target selection, medicinal chemistry, antiviral assays, animal efficacy and attempts to pre-empt resistance. We propose strategies that could accelerate future efforts and argue that a key bottleneck is the lack of quality chemical probes around understudied viral targets, which would serve as a starting point for drug discovery. Considering the small size of the viral proteome, comprehensively building an arsenal of probes for proteins in viruses of pandemic concern is a worthwhile and tractable challenge for the community.
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Affiliation(s)
- Annette von Delft
- Centre for Medicines Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
- Oxford Biomedical Research Centre, National Institute for Health Research, University of Oxford, Oxford, UK.
| | - Matthew D Hall
- National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, MD, USA
| | | | | | | | | | | | - Alpha A Lee
- PostEra, Inc., Cambridge, MA, USA.
- Cavendish Laboratory, University of Cambridge, Cambridge, UK.
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23
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Anmangandla A, Jana S, Peng K, Wallace SD, Bagde SR, Drown BS, Xu J, Hergenrother PJ, Fromme JC, Lin H. A Fluorescence Polarization Assay for Macrodomains Facilitates the Identification of Potent Inhibitors of the SARS-CoV-2 Macrodomain. ACS Chem Biol 2023; 18:1200-1207. [PMID: 37126856 PMCID: PMC10178785 DOI: 10.1021/acschembio.3c00092] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 04/10/2023] [Indexed: 05/03/2023]
Abstract
Viral macrodomains, which can bind to and/or hydrolyze adenine diphosphate ribose (ADP-ribose or ADPr) from proteins, have been suggested to counteract host immune response and be viable targets for the development of antiviral drugs. Therefore, developing high-throughput screening (HTS) techniques for macrodomain inhibitors is of great interest. Herein, using a novel tracer TAMRA-ADPr, an ADP-ribose compound conjugated with tetramethylrhodamine, we developed a robust fluorescence polarization assay for various viral and human macrodomains including SARS-CoV-2 Macro1, VEEV Macro, CHIKV Macro, human MacroD1, MacroD2, and PARP9 Macro2. Using this assay, we validated Z8539 (IC50 6.4 μM) and GS441524 (IC50 15.2 μM), two literature-reported small-molecule inhibitors of SARS-CoV-2 Macro1. Our data suggest that GS441524 is highly selective for SARS-CoV-2 Macro1 over other human and viral macrodomains. Furthermore, using this assay, we identified pNP-ADPr (ADP-ribosylated p-nitrophenol, IC50 370 nM) and TFMU-ADPr (ADP-ribosylated trifluoromethyl umbelliferone, IC50 590 nM) as the most potent SARS-CoV-2 Macro1 binders reported to date. An X-ray crystal structure of SARS-CoV-2 Macro1 in complex with TFMU-ADPr revealed how the TFMU moiety contributes to the binding affinity. Our data demonstrate that this fluorescence polarization assay is a useful addition to the HTS methods for the identification of macrodomain inhibitors.
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Affiliation(s)
- Ananya Anmangandla
- Department
of Chemistry and Chemical Biology, Cornell
University, Ithaca, New York 14853, United States
| | - Sadhan Jana
- Department
of Chemistry and Chemical Biology, Cornell
University, Ithaca, New York 14853, United States
| | - Kewen Peng
- Department
of Chemistry and Chemical Biology, Cornell
University, Ithaca, New York 14853, United States
| | - Shamar D. Wallace
- Department
of Molecular Biology and Genetics, Weill Institute for Cell and Molecular
Biology, Cornell University, Ithaca, New York 14853, United States
| | - Saket R. Bagde
- Department
of Molecular Biology and Genetics, Weill Institute for Cell and Molecular
Biology, Cornell University, Ithaca, New York 14853, United States
| | - Bryon S. Drown
- Department
of Chemistry, Institute for Genomic Biology,
and Cancer Center at Illinois, University of Illinois at Urbana-Champaign, 261 Roger Adams Lab Box 36-5, 600
S. Mathews Avenue, Urbana, Illinois 61801, United States
| | - Jiashu Xu
- Department
of Chemistry and Chemical Biology, Cornell
University, Ithaca, New York 14853, United States
| | - Paul J. Hergenrother
- Department
of Chemistry, Institute for Genomic Biology,
and Cancer Center at Illinois, University of Illinois at Urbana-Champaign, 261 Roger Adams Lab Box 36-5, 600
S. Mathews Avenue, Urbana, Illinois 61801, United States
| | - J. Christopher Fromme
- Department
of Molecular Biology and Genetics, Weill Institute for Cell and Molecular
Biology, Cornell University, Ithaca, New York 14853, United States
| | - Hening Lin
- Department
of Chemistry and Chemical Biology, Cornell
University, Ithaca, New York 14853, United States
- Howard
Hughes Medical Institute; Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853, United States
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24
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Dasovich M, Leung AKL. PARPs and ADP-ribosylation: Deciphering the complexity with molecular tools. Mol Cell 2023; 83:1552-1572. [PMID: 37119811 PMCID: PMC10202152 DOI: 10.1016/j.molcel.2023.04.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 03/07/2023] [Accepted: 04/05/2023] [Indexed: 05/01/2023]
Abstract
PARPs catalyze ADP-ribosylation-a post-translational modification that plays crucial roles in biological processes, including DNA repair, transcription, immune regulation, and condensate formation. ADP-ribosylation can be added to a wide range of amino acids with varying lengths and chemical structures, making it a complex and diverse modification. Despite this complexity, significant progress has been made in developing chemical biology methods to analyze ADP-ribosylated molecules and their binding proteins on a proteome-wide scale. Additionally, high-throughput assays have been developed to measure the activity of enzymes that add or remove ADP-ribosylation, leading to the development of inhibitors and new avenues for therapy. Real-time monitoring of ADP-ribosylation dynamics can be achieved using genetically encoded reporters, and next-generation detection reagents have improved the precision of immunoassays for specific forms of ADP-ribosylation. Further development and refinement of these tools will continue to advance our understanding of the functions and mechanisms of ADP-ribosylation in health and disease.
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Affiliation(s)
- Morgan Dasovich
- Department of Biochemistry and Molecular Biology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Anthony K L Leung
- Department of Biochemistry and Molecular Biology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA; Department of Molecular Biology and Genetics, Department of Oncology, and Department of Genetic Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21205, USA.
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25
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Alhammad YM, Parthasarathy S, Ghimire R, O’Connor JJ, Kerr CM, Pfannenstiel JJ, Chanda D, Miller CA, Unckless RL, Zuniga S, Enjuanes L, More S, Channappanavar R, Fehr AR. SARS-CoV-2 Mac1 is required for IFN antagonism and efficient virus replication in mice. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.06.535927. [PMID: 37066301 PMCID: PMC10104158 DOI: 10.1101/2023.04.06.535927] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Several coronavirus (CoV) encoded proteins are being evaluated as targets for antiviral therapies for COVID-19. Included in this set of proteins is the conserved macrodomain, or Mac1, an ADP-ribosylhydrolase and ADP-ribose binding protein. Utilizing point mutant recombinant viruses, Mac1 was shown to be critical for both murine hepatitis virus (MHV) and severe acute respiratory syndrome (SARS)-CoV virulence. However, as a potential drug target, it is imperative to understand how a complete Mac1 deletion impacts the replication and pathogenesis of different CoVs. To this end, we created recombinant bacterial artificial chromosomes (BACs) containing complete Mac1 deletions (ΔMac1) in MHV, MERS-CoV, and SARS-CoV-2. While we were unable to recover infectious virus from MHV or MERS-CoV ΔMac1 BACs, SARS-CoV-2 ΔMac1 was readily recovered from BAC transfection, indicating a stark difference in the requirement for Mac1 between different CoVs. Furthermore, SARS-CoV-2 ΔMac1 replicated at or near wild-type levels in multiple cell lines susceptible to infection. However, in a mouse model of severe infection, ΔMac1 was quickly cleared causing minimal pathology without any morbidity. ΔMac1 SARS-CoV-2 induced increased levels of interferon (IFN) and interferon-stimulated gene (ISG) expression in cell culture and mice, indicating that Mac1 blocks IFN responses which may contribute to its attenuation. ΔMac1 infection also led to a stark reduction in inflammatory monocytes and neutrophils. These results demonstrate that Mac1 only minimally impacts SARS-CoV-2 replication, unlike MHV and MERS-CoV, but is required for SARS-CoV-2 pathogenesis and is a unique antiviral drug target. SIGNIFICANCE All CoVs, including SARS-CoV-2, encode for a conserved macrodomain (Mac1) that counters host ADP-ribosylation. Prior studies with SARS-CoV-1 and MHV found that Mac1 blocks IFN production and promotes CoV pathogenesis, which has prompted the development of SARS-CoV-2 Mac1 inhibitors. However, development of these compounds into antivirals requires that we understand how SARS-CoV-2 lacking Mac1 replicates and causes disease in vitro and in vivo . Here we found that SARS-CoV-2 containing a complete Mac1 deletion replicates normally in cell culture but induces an elevated IFN response, has reduced viral loads in vivo , and does not cause significant disease in mice. These results will provide a roadmap for testing Mac1 inhibitors, help identify Mac1 functions, and open additional avenues for coronavirus therapies.
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Affiliation(s)
- Yousef M. Alhammad
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, USA
| | | | - Roshan Ghimire
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma, United States
| | - Joseph J. O’Connor
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, USA
| | - Catherine M. Kerr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, USA
| | | | - Debarati Chanda
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma, United States
| | - Caden A. Miller
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma, United States
| | - Robert L. Unckless
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, USA
| | - Sonia Zuniga
- National Center of Biotechnology (CNB-CSIC), Campus Universidad Autónoma de Madrid, Madrid, Spain
| | - Luis Enjuanes
- National Center of Biotechnology (CNB-CSIC), Campus Universidad Autónoma de Madrid, Madrid, Spain
| | - Sunil More
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma, United States
| | - Rudragouda Channappanavar
- Department of Veterinary Pathobiology, Oklahoma State University, Stillwater, Oklahoma, United States
| | - Anthony R. Fehr
- Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, USA
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26
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Schuller M, Zarganes-Tzitzikas T, Bennett J, De Cesco S, Fearon D, von Delft F, Fedorov O, Brennan PE, Ahel I. Discovery and Development Strategies for SARS-CoV-2 NSP3 Macrodomain Inhibitors. Pathogens 2023; 12:324. [PMID: 36839595 PMCID: PMC9965906 DOI: 10.3390/pathogens12020324] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 02/03/2023] [Accepted: 02/10/2023] [Indexed: 02/17/2023] Open
Abstract
The worldwide public health and socioeconomic consequences caused by the COVID-19 pandemic highlight the importance of increasing preparedness for viral disease outbreaks by providing rapid disease prevention and treatment strategies. The NSP3 macrodomain of coronaviruses including SARS-CoV-2 is among the viral protein repertoire that was identified as a potential target for the development of antiviral agents, due to its critical role in viral replication and consequent pathogenicity in the host. By combining virtual and biophysical screening efforts, we discovered several experimental small molecules and FDA-approved drugs as inhibitors of the NSP3 macrodomain. Analogue characterisation of the hit matter and crystallographic studies confirming binding modes, including that of the antibiotic compound aztreonam, to the active site of the macrodomain provide valuable structure-activity relationship information that support current approaches and open up new avenues for NSP3 macrodomain inhibitor development.
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Affiliation(s)
- Marion Schuller
- Sir William Dunn School of Pathology, University of Oxford, Oxford OX1 3RE, UK
| | | | - James Bennett
- Centre for Medicines Discovery, University of Oxford, Headington OX3 7DQ, UK
| | - Stephane De Cesco
- Centre for Medicines Discovery, University of Oxford, Headington OX3 7DQ, UK
| | - Daren Fearon
- Diamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot OX11 0DE, UK
- Research Complex at Harwell, Harwell Science and Innovation Campus, Didcot OX11 0FA, UK
| | - Frank von Delft
- Centre for Medicines Discovery, University of Oxford, Headington OX3 7DQ, UK
- Diamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot OX11 0DE, UK
- Research Complex at Harwell, Harwell Science and Innovation Campus, Didcot OX11 0FA, UK
- Structural Genomics Consortium, University of Oxford, Headington OX3 7DQ, UK
- Department of Biochemistry, University of Johannesburg, Auckland Park, Johannesburg 2006, South Africa
| | - Oleg Fedorov
- Centre for Medicines Discovery, University of Oxford, Headington OX3 7DQ, UK
| | - Paul E. Brennan
- Centre for Medicines Discovery, University of Oxford, Headington OX3 7DQ, UK
| | - Ivan Ahel
- Sir William Dunn School of Pathology, University of Oxford, Oxford OX1 3RE, UK
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27
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The DarT/DarG Toxin-Antitoxin ADP-Ribosylation System as a Novel Target for a Rational Design of Innovative Antimicrobial Strategies. Pathogens 2023; 12:pathogens12020240. [PMID: 36839512 PMCID: PMC9967889 DOI: 10.3390/pathogens12020240] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 01/27/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
The chemical modification of cellular macromolecules by the transfer of ADP-ribose unit(s), known as ADP-ribosylation, is an ancient homeostatic and stress response control system. Highly conserved across the evolution, ADP-ribosyltransferases and ADP-ribosylhydrolases control ADP-ribosylation signalling and cellular responses. In addition to proteins, both prokaryotic and eukaryotic transferases can covalently link ADP-ribosylation to different conformations of nucleic acids, thus highlighting the evolutionary conservation of archaic stress response mechanisms. Here, we report several structural and functional aspects of DNA ADP-ribosylation modification controlled by the prototype DarT and DarG pair, which show ADP-ribosyltransferase and hydrolase activity, respectively. DarT/DarG is a toxin-antitoxin system conserved in many bacterial pathogens, for example in Mycobacterium tuberculosis, which regulates two clinically important processes for human health, namely, growth control and the anti-phage response. The chemical modulation of the DarT/DarG system by selective inhibitors may thus represent an exciting strategy to tackle resistance to current antimicrobial therapies.
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28
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Gahbauer S, Correy GJ, Schuller M, Ferla MP, Doruk YU, Rachman M, Wu T, Diolaiti M, Wang S, Neitz RJ, Fearon D, Radchenko DS, Moroz YS, Irwin JJ, Renslo AR, Taylor JC, Gestwicki JE, von Delft F, Ashworth A, Ahel I, Shoichet BK, Fraser JS. Iterative computational design and crystallographic screening identifies potent inhibitors targeting the Nsp3 macrodomain of SARS-CoV-2. Proc Natl Acad Sci U S A 2023; 120:e2212931120. [PMID: 36598939 PMCID: PMC9926234 DOI: 10.1073/pnas.2212931120] [Citation(s) in RCA: 58] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 11/28/2022] [Indexed: 01/05/2023] Open
Abstract
The nonstructural protein 3 (NSP3) of the severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) contains a conserved macrodomain enzyme (Mac1) that is critical for pathogenesis and lethality. While small-molecule inhibitors of Mac1 have great therapeutic potential, at the outset of the COVID-19 pandemic, there were no well-validated inhibitors for this protein nor, indeed, the macrodomain enzyme family, making this target a pharmacological orphan. Here, we report the structure-based discovery and development of several different chemical scaffolds exhibiting low- to sub-micromolar affinity for Mac1 through iterations of computer-aided design, structural characterization by ultra-high-resolution protein crystallography, and binding evaluation. Potent scaffolds were designed with in silico fragment linkage and by ultra-large library docking of over 450 million molecules. Both techniques leverage the computational exploration of tangible chemical space and are applicable to other pharmacological orphans. Overall, 160 ligands in 119 different scaffolds were discovered, and 153 Mac1-ligand complex crystal structures were determined, typically to 1 Å resolution or better. Our analyses discovered selective and cell-permeable molecules, unexpected ligand-mediated conformational changes within the active site, and key inhibitor motifs that will template future drug development against Mac1.
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Affiliation(s)
- Stefan Gahbauer
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA94158
| | - Galen J. Correy
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA94158
| | - Marion Schuller
- Sir William Dunn School of Pathology, University of Oxford, OxfordOX1 3RE, UK
| | - Matteo P. Ferla
- Wellcome Centre for Human Genetics, University of Oxford, OxfordOX3 7BN, UK
- National Institute for Health Research Oxford Biomedical Research Centre, OxfordOX4 2PG, UK
| | - Yagmur Umay Doruk
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA94158
| | - Moira Rachman
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA94158
| | - Taiasean Wu
- Institute for Neurodegenerative Disease, University of California San Francisco, San Francisco, CA94158
- Chemistry and Chemical Biology Graduate Program, University of California San Francisco, San Francisco, CA94158
| | - Morgan Diolaiti
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA94158
| | - Siyi Wang
- Chemistry and Chemical Biology Graduate Program, University of California San Francisco, San Francisco, CA94158
| | - R. Jeffrey Neitz
- Department of Pharmaceutical Chemistry and Small Molecule Discovery Center, University of California, San Francisco, CA94158
| | - Daren Fearon
- Diamond Light Source Ltd., Harwell Science and Innovation Campus, DidcotOX11 0DE, UK
- Research Complex at Harwell Harwell Science and Innovation Campus, DidcotOX11 0FA, UK
| | - Dmytro S. Radchenko
- Enamine Ltd., Kyiv02094, Ukraine
- Taras Shevchenko National University of Kyiv, Kyiv01601, Ukraine
| | - Yurii S. Moroz
- Taras Shevchenko National University of Kyiv, Kyiv01601, Ukraine
- Chemspace, Kyiv02094, Ukraine
| | - John J. Irwin
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA94158
| | - Adam R. Renslo
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA94158
- Department of Pharmaceutical Chemistry and Small Molecule Discovery Center, University of California, San Francisco, CA94158
| | - Jenny C. Taylor
- Wellcome Centre for Human Genetics, University of Oxford, OxfordOX3 7BN, UK
- National Institute for Health Research Oxford Biomedical Research Centre, OxfordOX4 2PG, UK
| | - Jason E. Gestwicki
- Institute for Neurodegenerative Disease, University of California San Francisco, San Francisco, CA94158
- Department of Pharmaceutical Chemistry and Small Molecule Discovery Center, University of California, San Francisco, CA94158
| | - Frank von Delft
- Diamond Light Source Ltd., Harwell Science and Innovation Campus, DidcotOX11 0DE, UK
- Research Complex at Harwell Harwell Science and Innovation Campus, DidcotOX11 0FA, UK
- Centre for Medicines Discovery, University of Oxford, HeadingtonOX3 7DQ, UK
- Structural Genomics Consortium, University of Oxford, HeadingtonOX3 7DQ, UK
- Department of Biochemistry, University of Johannesburg, Auckland Park2006, South Africa
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA94158
| | - Ivan Ahel
- Sir William Dunn School of Pathology, University of Oxford, OxfordOX1 3RE, UK
| | - Brian K. Shoichet
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA94158
| | - James S. Fraser
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA94158
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29
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Yang Z, Cai X, Ye Q, Zhao Y, Li X, Zhang S, Zhang L. High-Throughput Screening for the Potential Inhibitors of SARS-CoV-2 with Essential Dynamic Behavior. Curr Drug Targets 2023; 24:532-545. [PMID: 36876836 DOI: 10.2174/1389450124666230306141725] [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: 06/18/2022] [Revised: 11/09/2022] [Accepted: 01/11/2023] [Indexed: 03/07/2023]
Abstract
Global health security has been challenged by the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) pandemic. Due to the lengthy process of generating vaccinations, it is vital to reposition currently available drugs in order to relieve anti-epidemic tensions and accelerate the development of therapies for Coronavirus Disease 2019 (COVID-19), the public threat caused by SARS-CoV-2. High throughput screening techniques have established their roles in the evaluation of already available medications and the search for novel potential agents with desirable chemical space and more cost-effectiveness. Here, we present the architectural aspects of highthroughput screening for SARS-CoV-2 inhibitors, especially three generations of virtual screening methodologies with structural dynamics: ligand-based screening, receptor-based screening, and machine learning (ML)-based scoring functions (SFs). By outlining the benefits and drawbacks, we hope that researchers will be motivated to adopt these methods in the development of novel anti- SARS-CoV-2 agents.
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Affiliation(s)
- Zhiwei Yang
- MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an710049, China
| | - Xinhui Cai
- MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an710049, China
| | - Qiushi Ye
- MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an710049, China
| | - Yizhen Zhao
- MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an710049, China
| | - Xuhua Li
- MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an710049, China
| | - Shengli Zhang
- MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an710049, China
| | - Lei Zhang
- MOE Key Laboratory for Nonequilibrium Synthesis and Modulation of Condensed Matter, School of Physics, Xi'an Jiaotong University, Xi'an710049, China
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30
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Gahbauer S, Correy GJ, Schuller M, Ferla MP, Doruk YU, Rachman M, Wu T, Diolaiti M, Wang S, Neitz RJ, Fearon D, Radchenko D, Moroz Y, Irwin JJ, Renslo AR, Taylor JC, Gestwicki JE, von Delft F, Ashworth A, Ahel I, Shoichet BK, Fraser JS. Iterative computational design and crystallographic screening identifies potent inhibitors targeting the Nsp3 Macrodomain of SARS-CoV-2. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.06.27.497816. [PMID: 35794891 PMCID: PMC9258288 DOI: 10.1101/2022.06.27.497816] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
The nonstructural protein 3 (NSP3) of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) contains a conserved macrodomain enzyme (Mac1) that is critical for pathogenesis and lethality. While small molecule inhibitors of Mac1 have great therapeutic potential, at the outset of the COVID-19 pandemic there were no well-validated inhibitors for this protein nor, indeed, the macrodomain enzyme family, making this target a pharmacological orphan. Here, we report the structure-based discovery and development of several different chemical scaffolds exhibiting low- to sub-micromolar affinity for Mac1 through iterations of computer-aided design, structural characterization by ultra-high resolution protein crystallography, and binding evaluation. Potent scaffolds were designed with in silico fragment linkage and by ultra-large library docking of over 450 million molecules. Both techniques leverage the computational exploration of tangible chemical space and are applicable to other pharmacological orphans. Overall, 160 ligands in 119 different scaffolds were discovered, and 152 Mac1-ligand complex crystal structures were determined, typically to 1 Å resolution or better. Our analyses discovered selective and cell-permeable molecules, unexpected ligand-mediated protein dynamics within the active site, and key inhibitor motifs that will template future drug development against Mac1.
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Affiliation(s)
- Stefan Gahbauer
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - Galen J. Correy
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA
| | - Marion Schuller
- Sir William Dunn School of Pathology, University of Oxford, South Parks Road, Oxford, OX1 3RE, UK
| | - Matteo P. Ferla
- Wellcome Centre for Human Genetics, University of Oxford, Old Road Campus, Oxford OX3 7BN, UK
- National Institute for Health Research Oxford Biomedical Research Centre, Oxford, OX4 2PG, UK
| | - Yagmur Umay Doruk
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158, USA
| | - Moira Rachman
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - Taiasean Wu
- Institute for Neurodegenerative Disease, University of California San Francisco, San Francisco, CA 94158, USA
- Chemistry and Chemical Biology Graduate Program, University of California San Francisco, San Francisco, CA 94158, USA
| | - Morgan Diolaiti
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158, USA
| | - Siyi Wang
- Chemistry and Chemical Biology Graduate Program, University of California San Francisco, San Francisco, CA 94158, USA
| | - R. Jeffrey Neitz
- Department of Pharmaceutical Chemistry and Small Molecule Discovery Center, University of California, San Francisco, California 94158, USA
| | - Daren Fearon
- Diamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot, OX11 0DE, UK
- Research Complex at Harwell, Harwell Science and Innovation Campus, Didcot OX11 0FA, UK
| | - Dmytro Radchenko
- Enamine Ltd., Chervonotkatska Street 78, Kyiv 02094, Ukraine
- Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv, 01601, Ukraine
| | - Yurii Moroz
- Taras Shevchenko National University of Kyiv, Volodymyrska Street 60, Kyiv, 01601, Ukraine
- Chemspace, Chervonotkatska Street 78, Kyiv, 02094, Ukraine
| | - John J. Irwin
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - Adam R. Renslo
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158, USA
- Department of Pharmaceutical Chemistry and Small Molecule Discovery Center, University of California, San Francisco, California 94158, USA
| | - Jenny C. Taylor
- Wellcome Centre for Human Genetics, University of Oxford, Old Road Campus, Oxford OX3 7BN, UK
- National Institute for Health Research Oxford Biomedical Research Centre, Oxford, OX4 2PG, UK
| | - Jason E. Gestwicki
- Institute for Neurodegenerative Disease, University of California San Francisco, San Francisco, CA 94158, USA
- Department of Pharmaceutical Chemistry and Small Molecule Discovery Center, University of California, San Francisco, California 94158, USA
| | - Frank von Delft
- Diamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot, OX11 0DE, UK
- Research Complex at Harwell, Harwell Science and Innovation Campus, Didcot OX11 0FA, UK
- Centre for Medicines Discovery, University of Oxford, South Parks Road, Headington, OX3 7DQ, UK
- Structural Genomics Consortium, University of Oxford, Old Road Campus, Roosevelt Drive, Headington OX3 7DQ, UK
- Department of Biochemistry, University of Johannesburg, Auckland Park 2006, South Africa
| | - Alan Ashworth
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158, USA
| | - Ivan Ahel
- Sir William Dunn School of Pathology, University of Oxford, South Parks Road, Oxford, OX1 3RE, UK
| | - Brian K. Shoichet
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158, USA
| | - James S. Fraser
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158, USA
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