Evidence map›Paper›PMID 36598939›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

Iterative computational design and crystallographic screening identifies potent inhibitors targeting the Nsp3 macrodomain of SARS-CoV-2.

Stefan Gahbauer, Galen J Correy, Marion Schuller, Matteo P Ferla, Yagmur Umay Doruk, Moira Rachman, Taiasean Wu, Morgan Diolaiti, Siyi Wang, R Jeffrey Neitz and 12 more

Open access · hybridAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 87 papers.

0numbers the graph read from it
0cells of the map it votes in
87citing papers in PubMed
24.2field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

87 citing papers in PubMed, 122 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. CACHE Challenge #3: Targeting the Nsp3 Macrodomain of SARS-CoV-2.Journal of chemical information and modeling · 2026
    Article
  19. Article
  20. Article

27 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

22 authors at 6 institutions in 4 countries.

Stefan GahbauerDepartment of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158.ORCID 0000-0002-3115-9757
Galen J CorreyDepartment of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158.
Marion SchullerSir William Dunn School of Pathology, University of Oxford, Oxford OX1 3RE, UK.
Matteo P FerlaWellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK.ORCID 0000-0002-5508-4673
Yagmur Umay DorukHelen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158.ORCID 0000-0002-3388-7803
Moira RachmanDepartment of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158.ORCID 0000-0003-3671-8885
Taiasean WuInstitute for Neurodegenerative Disease, University of California San Francisco, San Francisco, CA 94158.
Morgan DiolaitiHelen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158.ORCID 0000-0001-5900-3060
Siyi WangChemistry and Chemical Biology Graduate Program, University of California San Francisco, San Francisco, CA 94158.
R Jeffrey NeitzDepartment of Pharmaceutical Chemistry and Small Molecule Discovery Center, University of California, San Francisco, CA 94158.ORCID 0000-0002-2247-9345
Daren FearonDiamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot OX11 0DE, UK.ORCID 0000-0003-3529-7863
Dmytro S RadchenkoEnamine Ltd., Kyiv 02094, Ukraine.ORCID 0000-0001-5444-7754
Yurii S MorozTaras Shevchenko National University of Kyiv, Kyiv 01601, Ukraine.ORCID 0000-0001-6073-002X
John J IrwinDepartment of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158.
Adam R RensloHelen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158.ORCID 0000-0002-1240-2846
Jenny C TaylorWellcome Centre for Human Genetics, University of Oxford, Oxford OX3 7BN, UK.ORCID 0000-0003-3602-5704
Jason E GestwickiInstitute for Neurodegenerative Disease, University of California San Francisco, San Francisco, CA 94158.
Frank von DelftDiamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot OX11 0DE, UK.ORCID 0000-0003-0378-0017
Alan AshworthHelen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA 94158.
Ivan AhelSir William Dunn School of Pathology, University of Oxford, Oxford OX1 3RE, UK.
Brian K ShoichetDepartment of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA 94158.ORCID 0000-0002-6098-7367
James S FraserDepartment of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA 94158.ORCID 0000-0002-5080-2859
University of California, San Francisco · USCentre for Human Genetics · GBTaras Shevchenko National University of Kyiv · UAUniversity of Oxford · GBDiamond Light Source · GBUniversity of Johannesburg · ZA

Funding

Targeting Viroporins and Coronavirus M ProteinU19AI171110 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI James Solomon Fraser · 2022 to 2026
$103.4M
A Synchrotron Radiation Structural Biology ResourcesP30GM133894 · NIGMS · STANFORD UNIVERSITY · PI Ritimukta Sarangi · 2020 to 2026
$43.3M
X-ray Scattering Technology CoreP30GM133893 · NIGMS · BROOKHAVEN SCIENCE ASSOC-BROOKHAVEN LAB · PI Sean McSweeney · 2019 to 2026
$38.6M
User Training and OutreachP30GM124169 · NIGMS · UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB · PI PAUL David ADAMS, Gregory L Hura · 2017 to 2026
$28.6M
Development and Testing of New Computational Methods for Ligand Discovery and MechanismR35GM122481 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Brian K Shoichet · 2017 to 2026
$8.5M
A Web-Based Automatic Virtual Screening SystemR01GM071896 · NIGMS · UNIVERSITY OF TORONTO · PI IRWIN, JOHN J. · 2004 to 2024
$6.0M
Research Training in Chemistry and Chemical BiologyT32GM145460 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Jason E Gestwicki · 2022 to 2026
$3.1M
Ultra-large library docking for ligand discoveryR01GM133836 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI IRWIN, JOHN J. · 2019 to 2022
$1.6M
Differential Scanning Fluorimetry (DSF) Methods for Studying Protein StabilityR01GM141299 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GESTWICKI, JASON E · 2021 to 2024
$1.5M
Biotechnology and Biological Sciences Research Council BB/R007195/1Cancer Research UK 22284Cancer Research UK C35050/A22284Department of HealthNIAID NIH HHS U19 AI171110NIGMS NIH HHS P30 GM124169NIGMS NIH HHS P30 GM133893NIGMS NIH HHS P30 GM133894NIGMS NIH HHS R01 GM071896NIGMS NIH HHS R01 GM133836NIGMS NIH HHS R01 GM141299NIGMS NIH HHS R35 GM122481NIGMS NIH HHS T32 GM145460Wellcome Trust 210634/Z/18/Z
6 · The paper itself

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.

Indexed as

COVID-19SARS-CoV-2Antiviral AgentsCrystallographyHumansLigandsMolecular Docking SimulationPandemicsProtease InhibitorsAntiviral AgentsLigandsProtease Inhibitorscoronavirusfragment-based drug discoverymacrodomainvirtual screening

Identifiers

PMID36598939
PMCPMC9926234
OpenAlexW4313484931

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.