Literature DB >> 29624387

Computer-Aided Discovery and Characterization of Novel Ebola Virus Inhibitors.

Stephen J Capuzzi1, Wei Sun2, Eugene N Muratov1,3, Carles Martínez-Romero4,5, Shihua He6, Wenjun Zhu6,7, Hao Li2, Gregory Tawa2, Ethan G Fisher2, Miao Xu2, Paul Shinn2, Xiangguo Qiu6,7, Adolfo García-Sastre4,5,8, Wei Zheng2, Alexander Tropsha1.   

Abstract

The Ebola virus (EBOV) causes severe human infection that lacks effective treatment. A recent screen identified a series of compounds that block EBOV-like particle entry into human cells. Using data from this screen, quantitative structure-activity relationship models were built and employed for virtual screening of a ∼17 million compound library. Experimental testing of 102 hits yielded 14 compounds with IC50 values under 10 μM, including several sub-micromolar inhibitors, and more than 10-fold selectivity against host cytotoxicity. These confirmed hits include FDA-approved drugs and clinical candidates with non-antiviral indications, as well as compounds with novel scaffolds and no previously known bioactivity. Five selected hits inhibited BSL-4 live-EBOV infection in a dose-dependent manner, including vindesine (0.34 μM). Additional studies of these novel anti-EBOV compounds revealed their mechanisms of action, including the inhibition of NPC1 protein, cathepsin B/L, and lysosomal function. Compounds identified in this study are among the most potent and well-characterized anti-EBOV inhibitors reported to date.

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Year:  2018        PMID: 29624387      PMCID: PMC6548547          DOI: 10.1021/acs.jmedchem.8b00035

Source DB:  PubMed          Journal:  J Med Chem        ISSN: 0022-2623            Impact factor:   7.446


  52 in total

1.  Chembench: A Publicly Accessible, Integrated Cheminformatics Portal.

Authors:  Stephen J Capuzzi; Ian Sang-June Kim; Wai In Lam; Thomas E Thornton; Eugene N Muratov; Diane Pozefsky; Alexander Tropsha
Journal:  J Chem Inf Model       Date:  2017-01-19       Impact factor: 4.956

Review 2.  Ebola virus: a clear and present danger.

Authors:  Eileen M Burd
Journal:  J Clin Microbiol       Date:  2014-11-12       Impact factor: 5.948

3.  Curation of chemogenomics data.

Authors:  Denis Fourches; Eugene Muratov; Alexander Tropsha
Journal:  Nat Chem Biol       Date:  2015-08       Impact factor: 15.040

4.  Discovery, synthesis, and biological evaluation of a novel group of selective inhibitors of filoviral entry.

Authors:  Maria V Yermolina; Jizhen Wang; Michael Caffrey; Lijun L Rong; Duncan J Wardrop
Journal:  J Med Chem       Date:  2011-01-04       Impact factor: 7.446

5.  Ebola virus entry requires the host-programmed recognition of an intracellular receptor.

Authors:  Emily Happy Miller; Gregor Obernosterer; Matthijs Raaben; Andrew S Herbert; Maika S Deffieu; Anuja Krishnan; Esther Ndungo; Rohini G Sandesara; Jan E Carette; Ana I Kuehne; Gordon Ruthel; Suzanne R Pfeffer; John M Dye; Sean P Whelan; Thijn R Brummelkamp; Kartik Chandran
Journal:  EMBO J       Date:  2012-03-06       Impact factor: 11.598

6.  Quantitative analyses of aggregation, autofluorescence, and reactivity artifacts in a screen for inhibitors of a thiol protease.

Authors:  Ajit Jadhav; Rafaela S Ferreira; Carleen Klumpp; Bryan T Mott; Christopher P Austin; James Inglese; Craig J Thomas; David J Maloney; Brian K Shoichet; Anton Simeonov
Journal:  J Med Chem       Date:  2010-01-14       Impact factor: 7.446

7.  A grid algorithm for high throughput fitting of dose-response curve data.

Authors:  Yuhong Wang; Ajit Jadhav; Noel Southal; Ruili Huang; Dac-Trung Nguyen
Journal:  Curr Chem Genomics       Date:  2010-10-21

8.  A new approach to radial basis function approximation and its application to QSAR.

Authors:  Alexey V Zakharov; Megan L Peach; Markus Sitzmann; Marc C Nicklaus
Journal:  J Chem Inf Model       Date:  2014-02-28       Impact factor: 4.956

9.  Identification of 53 compounds that block Ebola virus-like particle entry via a repurposing screen of approved drugs.

Authors:  Jennifer Kouznetsova; Wei Sun; Carles Martínez-Romero; Gregory Tawa; Paul Shinn; Catherine Z Chen; Aaron Schimmer; Philip Sanderson; John C McKew; Wei Zheng; Adolfo García-Sastre
Journal:  Emerg Microbes Infect       Date:  2014-12-17       Impact factor: 7.163

10.  PubChem Substance and Compound databases.

Authors:  Sunghwan Kim; Paul A Thiessen; Evan E Bolton; Jie Chen; Gang Fu; Asta Gindulyte; Lianyi Han; Jane He; Siqian He; Benjamin A Shoemaker; Jiyao Wang; Bo Yu; Jian Zhang; Stephen H Bryant
Journal:  Nucleic Acids Res       Date:  2015-09-22       Impact factor: 16.971

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  13 in total

Review 1.  QSAR without borders.

Authors:  Eugene N Muratov; Jürgen Bajorath; Robert P Sheridan; Igor V Tetko; Dmitry Filimonov; Vladimir Poroikov; Tudor I Oprea; Igor I Baskin; Alexandre Varnek; Adrian Roitberg; Olexandr Isayev; Stefano Curtarolo; Denis Fourches; Yoram Cohen; Alan Aspuru-Guzik; David A Winkler; Dimitris Agrafiotis; Artem Cherkasov; Alexander Tropsha
Journal:  Chem Soc Rev       Date:  2020-05-01       Impact factor: 54.564

Review 2.  Recent progress on cheminformatics approaches to epigenetic drug discovery.

Authors:  Zoe Sessions; Norberto Sánchez-Cruz; Fernando D Prieto-Martínez; Vinicius M Alves; Hudson P Santos; Eugene Muratov; Alexander Tropsha; José L Medina-Franco
Journal:  Drug Discov Today       Date:  2020-09-30       Impact factor: 7.851

3.  Plant Alkaloid Tetrandrine Is a Nuclear Receptor 4A1 Antagonist and Inhibits Panc-1 Cell Growth In Vitro and In Vivo.

Authors:  Hyo-Seon Lee; Dae Hwan Kim; In-Seon Lee; Ji-Hyun Park; Gregory Martin; Stephen Safe; Keuk-Jun Kim; Joung-Hee Kim; Byung Ik Jang; Syng-Ook Lee
Journal:  Int J Mol Sci       Date:  2022-05-09       Impact factor: 6.208

Review 4.  Knowledge-based approaches to drug discovery for rare diseases.

Authors:  Vinicius M Alves; Daniel Korn; Vera Pervitsky; Andrew Thieme; Stephen J Capuzzi; Nancy Baker; Rada Chirkova; Sean Ekins; Eugene N Muratov; Anthony Hickey; Alexander Tropsha
Journal:  Drug Discov Today       Date:  2021-10-27       Impact factor: 8.369

5.  The Dimroth Rearrangement in the Synthesis of Condensed Pyrimidines - Structural Analogs of Antiviral Compounds.

Authors:  Vakhid А Mamedov; Nataliya А Zhukova; Milyausha S Kadyrova
Journal:  Chem Heterocycl Compd (N Y)       Date:  2021-05-15       Impact factor: 1.277

6.  Ebola Virus Bayesian Machine Learning Models Enable New in Vitro Leads.

Authors:  Manu Anantpadma; Thomas Lane; Kimberley M Zorn; Mary A Lingerfelt; Alex M Clark; Joel S Freundlich; Robert A Davey; Peter B Madrid; Sean Ekins
Journal:  ACS Omega       Date:  2019-01-30

Review 7.  An overview of functional nanoparticles as novel emerging antiviral therapeutic agents.

Authors:  Lu Chen; Jiangong Liang
Journal:  Mater Sci Eng C Mater Biol Appl       Date:  2020-04-06       Impact factor: 7.328

8.  Computational Models Using Multiple Machine Learning Algorithms for Predicting Drug Hepatotoxicity with the DILIrank Dataset.

Authors:  Robert Ancuceanu; Marilena Viorica Hovanet; Adriana Iuliana Anghel; Florentina Furtunescu; Monica Neagu; Carolina Constantin; Mihaela Dinu
Journal:  Int J Mol Sci       Date:  2020-03-19       Impact factor: 5.923

9.  Use of QSAR Global Models and Molecular Docking for Developing New Inhibitors of c-src Tyrosine Kinase.

Authors:  Robert Ancuceanu; Bogdan Tamba; Cristina Silvia Stoicescu; Mihaela Dinu
Journal:  Int J Mol Sci       Date:  2019-12-18       Impact factor: 5.923

10.  Evaluation of QSAR Equations for Virtual Screening.

Authors:  Jacob Spiegel; Hanoch Senderowitz
Journal:  Int J Mol Sci       Date:  2020-10-22       Impact factor: 5.923

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