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Magnet for the Needle in Haystack: “Crystal Structure First” Fragment Hits Unlock Active Chemical Matter Using Targeted Exploration of Vast Chemical Spaces

  • Janis Müller
    Janis Müller
    CrystalsFirst GmbH, Marbacher Weg 6, 35037Marburg, Germany
  • Raphael Klein
    Raphael Klein
    BioSolveIT GmbH, An der Ziegelei 79, 53757Sankt Augustin, Germany
  • Olga Tarkhanova
    Olga Tarkhanova
    Chemspace LLC, 85 Chervonotkatska Street, Suite 1, 03190Kyïv, Ukraine
  • Anastasiia Gryniukova
    Anastasiia Gryniukova
    Enamine Ltd., 78 Chervonotkatska Street 78, 02094Kyïv, Ukraine
  • Petro Borysko
    Petro Borysko
    Enamine Ltd., 78 Chervonotkatska Street 78, 02094Kyïv, Ukraine
  • Stefan Merkl
    Stefan Merkl
    CrystalsFirst GmbH, Marbacher Weg 6, 35037Marburg, Germany
    More by Stefan Merkl
  • Moritz Ruf
    Moritz Ruf
    CrystalsFirst GmbH, Marbacher Weg 6, 35037Marburg, Germany
    More by Moritz Ruf
  • Alexander Neumann
    Alexander Neumann
    BioSolveIT GmbH, An der Ziegelei 79, 53757Sankt Augustin, Germany
  • Marcus Gastreich
    Marcus Gastreich
    BioSolveIT GmbH, An der Ziegelei 79, 53757Sankt Augustin, Germany
  • Yurii S. Moroz
    Yurii S. Moroz
    Chemspace LLC, 85 Chervonotkatska Street, Suite 1, 03190Kyïv, Ukraine
    Taras Shevchenko National University of Kyïv, 60 Volodymyrska Street 60, Kyïv01601, Ukraine
  • Gerhard Klebe
    Gerhard Klebe
    Department for Pharmaceutical Chemistry, Philipps-University Marburg, Marbacher Weg 6, 35037Marburg, Germany
  • , and 
  • Serghei Glinca*
    Serghei Glinca
    CrystalsFirst GmbH, Marbacher Weg 6, 35037Marburg, Germany
    *Email: [email protected] Tel.: +49 6421 968814-0.
Cite this: J. Med. Chem. 2022, 65, 23, 15663–15678
Publication Date (Web):September 7, 2022
https://doi.org/10.1021/acs.jmedchem.2c00813
Copyright © 2022 American Chemical Society

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    Supporting Info (3)»

    Abstract

    Abstract Image

    Fragment-based drug discovery (FBDD) has successfully led to approved therapeutics for challenging and “undruggable” targets. In the context of FBDD, we introduce a novel, multidisciplinary method to identify active molecules from purchasable chemical space. Starting from four small-molecule fragment complexes of protein kinase A (PKA), a template-based docking screen using Enamine’s multibillion REAL Space was performed. A total of 93 molecules out of 106 selected compounds were successfully synthesized. Forty compounds were active in at least one validation assay with the most active follow-up having a 13,500-fold gain in affinity. Crystal structures for six of the most promising binders were rapidly obtained, verifying the binding mode. The overall success rate for this novel fragment-to-hit approach was 40%, accomplished in only 9 weeks. The results challenge the established fragment prescreening paradigm since the standard industrial filters for fragment hit identification in a thermal shift assay would have missed the initial fragments.

    Supporting Information

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    The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acs.jmedchem.2c00813.

    • Additional information on computational work, X-ray data collection, refinement statistics for compounds, and compound spectra of all 93 synthesized compounds (PDF)

    • Molecular formula strings for each compound with corresponding assay data (CSV)

    • PDB coordinates of docking poses in binding site based on PDB ID 5N3J (ZIP)

    Accession Codes

    The authors will release the atomic coordinates of all six disclosed PDB structures (7PID, 7PIE, 7PNS, 7PIF, 7PIG, and 7PIH) upon article publication.

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    Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses). Permission may be obtained from ACS for other uses through requests via the RightsLink permission system: http://pubs.acs.org/page/copyright/permissions.html.

    Cited By

    This article is cited by 7 publications.

    1. Anastasiia Gryniukova, Florian Kaiser, Iryna Myziuk, Diana Alieksieieva, Christoph Leberecht, Peter P. Heym, Olga O. Tarkhanova, Yurii S. Moroz, Petro Borysko, V. Joachim Haupt. AI-Powered Virtual Screening of Large Compound Libraries Leads to the Discovery of Novel Inhibitors of Sirtuin-1. Journal of Medicinal Chemistry 2023, 66 (15) , 10241-10251. https://doi.org/10.1021/acs.jmedchem.3c00128
    2. Stephanie Wills, Ruben Sanchez-Garcia, Tim Dudgeon, Stephen D. Roughley, Andy Merritt, Roderick E. Hubbard, James Davidson, Frank von Delft, Charlotte M. Deane. Fragment Merging Using a Graph Database Samples Different Catalogue Space than Similarity Search. Journal of Chemical Information and Modeling 2023, 63 (11) , 3423-3437. https://doi.org/10.1021/acs.jcim.3c00276
    3. Mike Bührmann, Shivakrishna Kallepu, Jonas D. Warmuth, Jan N. Wiese, Christiane Ehrt, Helge Vatheuer, Wolf Hiller, Carina Seitz, Laura Levy, Paul Czodrowski, Sonja Sievers, Matthias P. Müller, Daniel Rauh. Fragtory: Pharmacophore-Focused Design, Synthesis, and Evaluation of an sp3-Enriched Fragment Library. Journal of Medicinal Chemistry 2023, 66 (9) , 6297-6314. https://doi.org/10.1021/acs.jmedchem.3c00187
    4. Alexander Neumann, Lester Marrison, Raphael Klein. Relevance of the Trillion-Sized Chemical Space “eXplore” as a Source for Drug Discovery. ACS Medicinal Chemistry Letters 2023, 14 (4) , 466-472. https://doi.org/10.1021/acsmedchemlett.3c00021
    5. Benjamin I. Tingle, Khanh G. Tang, Mar Castanon, John J. Gutierrez, Munkhzul Khurelbaatar, Chinzorig Dandarchuluun, Yurii S. Moroz, John J. Irwin. ZINC-22─A Free Multi-Billion-Scale Database of Tangible Compounds for Ligand Discovery. Journal of Chemical Information and Modeling 2023, 63 (4) , 1166-1176. https://doi.org/10.1021/acs.jcim.2c01253
    6. Robert A. Zimmermann, Tim R. Fischer, Marvin Schwickert, Zarina Nidoieva, Tanja Schirmeister, Christian Kersten. Chemical Space Virtual Screening against Hard-to-Drug RNA Methyltransferases DNMT2 and NSUN6. International Journal of Molecular Sciences 2023, 24 (7) , 6109. https://doi.org/10.3390/ijms24076109
    7. Alessandro T. Caputo, Roberta Ibba, James D. Le Cornu, Benoit Darlot, Mario Hensen, Colette B. Lipp, Gabriele Marcianò, Snežana Vasiljević, Nicole Zitzmann, Pietro Roversi. Crystal polymorphism in fragment-based lead discovery of ligands of the catalytic domain of UGGT, the glycoprotein folding quality control checkpoint. Frontiers in Molecular Biosciences 2022, 9 https://doi.org/10.3389/fmolb.2022.960248

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