Evidence map›Paper›PMID 34045440›Full record

ArticleNature communications2021

Exploring protein hotspots by optimized fragment pharmacophores.

Dávid Bajusz, Warren S Wade, Grzegorz Satała, Andrzej J Bojarski, Janez Ilaš, Jessica Ebner, Florian Grebien, Henrietta Papp, Ferenc Jakab, Alice Douangamath and 9 more

Abstract read
In one paragraph

Article in Nature communications, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
–field-weighted citation impact
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

31 citing papers in PubMed.

  1. Article
  2. Review
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  5. Article
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  9. Article
  10. A Small-Molecule Drug for the Self-Checking of Mitophagy.Angewandte Chemie (International ed. in English) · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Acta pharmaceutica Sinica. B · 2024
    Review
  17. Review
  18. Article
  19. Ultrafast Fragment Screening Using Photo-Hyperpolarized (CIDNP) NMR.Journal of the American Chemical Society · 2023
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Dávid BajuszMedicinal Chemistry Research Group, Research Centre for Natural Sciences, Budapest, Hungary.ORCID http://orcid.org/0000-0003-4277-9481
Warren S WadeBioBlocks, Inc., San Diego, CA, USA.
Grzegorz SatałaMaj Institute of Pharmacology Polish Academy of Sciences, Kraków, Poland.
Andrzej J BojarskiMaj Institute of Pharmacology Polish Academy of Sciences, Kraków, Poland.
Janez IlašFaculty of Pharmacy, University of Ljubljana, Ljubljana, Slovenia.ORCID http://orcid.org/0000-0002-0124-0474
Jessica EbnerInstitute for Medical Biochemistry, University of Veterinary Medicine, Vienna, Austria.
Florian GrebienInstitute for Medical Biochemistry, University of Veterinary Medicine, Vienna, Austria.ORCID http://orcid.org/0000-0003-4289-2281
Henrietta PappNational Laboratory of Virology, Szentágothai Research Centre, University of Pécs, Pécs, Hungary.ORCID http://orcid.org/0000-0003-3887-5657
Ferenc JakabNational Laboratory of Virology, Szentágothai Research Centre, University of Pécs, Pécs, Hungary.
Alice DouangamathDiamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot, UK.ORCID http://orcid.org/0000-0002-9196-8644
Daren FearonDiamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot, UK.ORCID http://orcid.org/0000-0003-3529-7863
Frank von DelftDiamond Light Source Ltd., Harwell Science and Innovation Campus, Didcot, UK.ORCID http://orcid.org/0000-0003-0378-0017
Marion SchullerSir William Dunn School of Pathology, University of Oxford, Oxford, UK.
Ivan AhelSir William Dunn School of Pathology, University of Oxford, Oxford, UK.
Amanda WakefieldDepartment of Chemistry, Boston University, Boston, MA, USA.
Sándor VajdaDepartment of Chemistry, Boston University, Boston, MA, USA.
János GerencsérBioBlocks, Inc., San Diego, CA, USA.ORCID http://orcid.org/0000-0002-1928-0650
Péter PallaiBioBlocks, Inc., San Diego, CA, USA.
György M KeserűMedicinal Chemistry Research Group, Research Centre for Natural Sciences, Budapest, Hungary. keseru.gyorgy@ttk.hu.ORCID http://orcid.org/0000-0003-1039-7809

Funding

Analysis and Prediction of Molecular InteractionsR35GM118078 · NIGMS · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI SANDOR VAJDA · 2016 to 2026
$6.5M
NIGMS NIH HHS R35 GM118078Wellcome Trust 210634/Z/18/Z
6 · The paper itself

Abstract

Fragment-based drug design has introduced a bottom-up process for drug development, with improved sampling of chemical space and increased effectiveness in early drug discovery. Here, we combine the use of pharmacophores, the most general concept of representing drug-target interactions with the theory of protein hotspots, to develop a design protocol for fragment libraries. The SpotXplorer approach compiles small fragment libraries that maximize the coverage of experimentally confirmed binding pharmacophores at the most preferred hotspots. The efficiency of this approach is demonstrated with a pilot library of 96 fragment-sized compounds (SpotXplorer0) that is validated on popular target classes and emerging drug targets. Biochemical screening against a set of GPCRs and proteases retrieves compounds containing an average of 70% of known pharmacophores for these targets. More importantly, SpotXplorer0 screening identifies confirmed hits against recently established challenging targets such as the histone methyltransferase SETD2, the main protease (3CLPro) and the NSP3 macrodomain of SARS-CoV-2.

Indexed as

AnimalsCell SurvivalChlorocebus aethiopsComputational ChemistryCoronavirus 3C ProteasesCoronavirus Papain-Like ProteasesCrystallography, X-RayDatabases, ProteinDrug DesignDrug DevelopmentDrug DiscoveryHEK293 CellsHigh-Throughput Screening AssaysHistone-Lysine N-MethyltransferaseHumansHydrogen BondingCoronavirus 3C ProteasesCoronavirus Papain-Like ProteasesHistone-Lysine N-MethyltransferaseLigandspapain-like protease, SARS-CoV-2Receptors, G-Protein-CoupledSETD2 protein, humanSmall Molecule Libraries

Identifiers

PMID34045440
PMCPMC8159961

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Registered trials

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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.