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Development and Validation of a Docking-Based Virtual Screening Platform for the Identification of New Lactate Dehydrogenase Inhibitors

The human muscle isoform of lactate dehydrogenase (hLDH5) is one of the key enzymes of the glycolytic process. It is overexpressed in metastatic cancer cells and is linked to the vitality of tumors in hypoxic conditions. With the aim of identifying new hLDH5 inhibitors, a fully automated docking-bas...

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Autores principales: Granchi, Carlotta, Capecchi, Alice, Del Frate, Gianluca, Martinelli, Adriano, Macchia, Marco, Minutolo, Filippo, Tuccinardi, Tiziano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6272605/
https://www.ncbi.nlm.nih.gov/pubmed/25988609
http://dx.doi.org/10.3390/molecules20058772
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author Granchi, Carlotta
Capecchi, Alice
Del Frate, Gianluca
Martinelli, Adriano
Macchia, Marco
Minutolo, Filippo
Tuccinardi, Tiziano
author_facet Granchi, Carlotta
Capecchi, Alice
Del Frate, Gianluca
Martinelli, Adriano
Macchia, Marco
Minutolo, Filippo
Tuccinardi, Tiziano
author_sort Granchi, Carlotta
collection PubMed
description The human muscle isoform of lactate dehydrogenase (hLDH5) is one of the key enzymes of the glycolytic process. It is overexpressed in metastatic cancer cells and is linked to the vitality of tumors in hypoxic conditions. With the aim of identifying new hLDH5 inhibitors, a fully automated docking-based virtual screening platform was developed by considering different protein conformations and the consensus docking strategy. In order to verify the reliability of the reported platform, a small database of about 10,000 compounds was filtered by using this method, and the top-ranked compounds were tested for their hLDH5 inhibition activity. Enzymatic assays revealed that, among the ten selected compounds, two proved to efficiently inhibit enzyme activity with IC(50) values in the micromolar range. These results demonstrate the validity of the methodologies we followed, encouraging the application of larger virtual screening studies and further refinements of the platform. Furthermore, the two active compounds herein described may be considered as interesting leads for the development of new and more efficient LDH inhibitors.
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spelling pubmed-62726052019-01-07 Development and Validation of a Docking-Based Virtual Screening Platform for the Identification of New Lactate Dehydrogenase Inhibitors Granchi, Carlotta Capecchi, Alice Del Frate, Gianluca Martinelli, Adriano Macchia, Marco Minutolo, Filippo Tuccinardi, Tiziano Molecules Article The human muscle isoform of lactate dehydrogenase (hLDH5) is one of the key enzymes of the glycolytic process. It is overexpressed in metastatic cancer cells and is linked to the vitality of tumors in hypoxic conditions. With the aim of identifying new hLDH5 inhibitors, a fully automated docking-based virtual screening platform was developed by considering different protein conformations and the consensus docking strategy. In order to verify the reliability of the reported platform, a small database of about 10,000 compounds was filtered by using this method, and the top-ranked compounds were tested for their hLDH5 inhibition activity. Enzymatic assays revealed that, among the ten selected compounds, two proved to efficiently inhibit enzyme activity with IC(50) values in the micromolar range. These results demonstrate the validity of the methodologies we followed, encouraging the application of larger virtual screening studies and further refinements of the platform. Furthermore, the two active compounds herein described may be considered as interesting leads for the development of new and more efficient LDH inhibitors. MDPI 2015-05-15 /pmc/articles/PMC6272605/ /pubmed/25988609 http://dx.doi.org/10.3390/molecules20058772 Text en © 2015 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 license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Granchi, Carlotta
Capecchi, Alice
Del Frate, Gianluca
Martinelli, Adriano
Macchia, Marco
Minutolo, Filippo
Tuccinardi, Tiziano
Development and Validation of a Docking-Based Virtual Screening Platform for the Identification of New Lactate Dehydrogenase Inhibitors
title Development and Validation of a Docking-Based Virtual Screening Platform for the Identification of New Lactate Dehydrogenase Inhibitors
title_full Development and Validation of a Docking-Based Virtual Screening Platform for the Identification of New Lactate Dehydrogenase Inhibitors
title_fullStr Development and Validation of a Docking-Based Virtual Screening Platform for the Identification of New Lactate Dehydrogenase Inhibitors
title_full_unstemmed Development and Validation of a Docking-Based Virtual Screening Platform for the Identification of New Lactate Dehydrogenase Inhibitors
title_short Development and Validation of a Docking-Based Virtual Screening Platform for the Identification of New Lactate Dehydrogenase Inhibitors
title_sort development and validation of a docking-based virtual screening platform for the identification of new lactate dehydrogenase inhibitors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6272605/
https://www.ncbi.nlm.nih.gov/pubmed/25988609
http://dx.doi.org/10.3390/molecules20058772
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