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Be Aware of Aggregators in the Search for Potential Human ecto-5′-Nucleotidase Inhibitors

Promiscuous inhibition due to aggregate formation has been recognized as a major concern in drug discovery campaigns. Here, we report some aggregators identified in a virtual screening (VS) protocol to search for inhibitors of human ecto-5′-nucleotidase (ecto-5′-NT/CD73), a promising target for seve...

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Autores principales: Viviani, Lucas G., Piccirillo, Erika, Cheffer, Arquimedes, de Rezende, Leandro, Ulrich, Henning, Carmona-Ribeiro, Ana Maria, Amaral, Antonia T.-do
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6222861/
https://www.ncbi.nlm.nih.gov/pubmed/30060466
http://dx.doi.org/10.3390/molecules23081876
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author Viviani, Lucas G.
Piccirillo, Erika
Cheffer, Arquimedes
de Rezende, Leandro
Ulrich, Henning
Carmona-Ribeiro, Ana Maria
Amaral, Antonia T.-do
author_facet Viviani, Lucas G.
Piccirillo, Erika
Cheffer, Arquimedes
de Rezende, Leandro
Ulrich, Henning
Carmona-Ribeiro, Ana Maria
Amaral, Antonia T.-do
author_sort Viviani, Lucas G.
collection PubMed
description Promiscuous inhibition due to aggregate formation has been recognized as a major concern in drug discovery campaigns. Here, we report some aggregators identified in a virtual screening (VS) protocol to search for inhibitors of human ecto-5′-nucleotidase (ecto-5′-NT/CD73), a promising target for several diseases and pathophysiological events, including cancer, inflammation and autoimmune diseases. Four compounds (A, B, C and D), selected from the ZINC-11 database, showed IC(50) values in the micromolar range, being at the same time computationally predicted as potential aggregators. To confirm if they inhibit human ecto-5′-NT via promiscuous mechanism, forming aggregates, enzymatic assays were done in the presence of 0.01% (v/v) Triton X-100 and an increase in the enzyme concentration by 10-fold. Under both experimental conditions, these four compounds showed a significant decrease in their inhibitory activities. To corroborate these findings, turbidimetric assays were performed, confirming that they form aggregate species. Additionally, aggregation kinetic studies were done by dynamic light scattering (DLS) for compound C. None of the identified aggregators has been previously reported in the literature. For the first time, aggregation and promiscuous inhibition issues were systematically studied and evaluated for compounds selected by VS as potential inhibitors for human ecto-5′-NT. Together, our results reinforce the importance of accounting for potential false-positive hits acting by aggregation in drug discovery campaigns to avoid misleading assay results.
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spelling pubmed-62228612018-11-13 Be Aware of Aggregators in the Search for Potential Human ecto-5′-Nucleotidase Inhibitors Viviani, Lucas G. Piccirillo, Erika Cheffer, Arquimedes de Rezende, Leandro Ulrich, Henning Carmona-Ribeiro, Ana Maria Amaral, Antonia T.-do Molecules Article Promiscuous inhibition due to aggregate formation has been recognized as a major concern in drug discovery campaigns. Here, we report some aggregators identified in a virtual screening (VS) protocol to search for inhibitors of human ecto-5′-nucleotidase (ecto-5′-NT/CD73), a promising target for several diseases and pathophysiological events, including cancer, inflammation and autoimmune diseases. Four compounds (A, B, C and D), selected from the ZINC-11 database, showed IC(50) values in the micromolar range, being at the same time computationally predicted as potential aggregators. To confirm if they inhibit human ecto-5′-NT via promiscuous mechanism, forming aggregates, enzymatic assays were done in the presence of 0.01% (v/v) Triton X-100 and an increase in the enzyme concentration by 10-fold. Under both experimental conditions, these four compounds showed a significant decrease in their inhibitory activities. To corroborate these findings, turbidimetric assays were performed, confirming that they form aggregate species. Additionally, aggregation kinetic studies were done by dynamic light scattering (DLS) for compound C. None of the identified aggregators has been previously reported in the literature. For the first time, aggregation and promiscuous inhibition issues were systematically studied and evaluated for compounds selected by VS as potential inhibitors for human ecto-5′-NT. Together, our results reinforce the importance of accounting for potential false-positive hits acting by aggregation in drug discovery campaigns to avoid misleading assay results. MDPI 2018-07-27 /pmc/articles/PMC6222861/ /pubmed/30060466 http://dx.doi.org/10.3390/molecules23081876 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Viviani, Lucas G.
Piccirillo, Erika
Cheffer, Arquimedes
de Rezende, Leandro
Ulrich, Henning
Carmona-Ribeiro, Ana Maria
Amaral, Antonia T.-do
Be Aware of Aggregators in the Search for Potential Human ecto-5′-Nucleotidase Inhibitors
title Be Aware of Aggregators in the Search for Potential Human ecto-5′-Nucleotidase Inhibitors
title_full Be Aware of Aggregators in the Search for Potential Human ecto-5′-Nucleotidase Inhibitors
title_fullStr Be Aware of Aggregators in the Search for Potential Human ecto-5′-Nucleotidase Inhibitors
title_full_unstemmed Be Aware of Aggregators in the Search for Potential Human ecto-5′-Nucleotidase Inhibitors
title_short Be Aware of Aggregators in the Search for Potential Human ecto-5′-Nucleotidase Inhibitors
title_sort be aware of aggregators in the search for potential human ecto-5′-nucleotidase inhibitors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6222861/
https://www.ncbi.nlm.nih.gov/pubmed/30060466
http://dx.doi.org/10.3390/molecules23081876
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