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In silico Selection and Experimental Validation of FDA-Approved Drugs as Anti-quorum Sensing Agents
The emergence of antibiotic resistant bacterial pathogens is increasing at an unprecedented pace, calling for the development of new therapeutic options. Small molecules interfering with virulence processes rather than growth hold promise as an alternative to conventional antibiotics. Anti-virulence...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6796623/ https://www.ncbi.nlm.nih.gov/pubmed/31649658 http://dx.doi.org/10.3389/fmicb.2019.02355 |
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author | Mellini, Marta Di Muzio, Elena D’Angelo, Francesca Baldelli, Valerio Ferrillo, Serena Visca, Paolo Leoni, Livia Polticelli, Fabio Rampioni, Giordano |
author_facet | Mellini, Marta Di Muzio, Elena D’Angelo, Francesca Baldelli, Valerio Ferrillo, Serena Visca, Paolo Leoni, Livia Polticelli, Fabio Rampioni, Giordano |
author_sort | Mellini, Marta |
collection | PubMed |
description | The emergence of antibiotic resistant bacterial pathogens is increasing at an unprecedented pace, calling for the development of new therapeutic options. Small molecules interfering with virulence processes rather than growth hold promise as an alternative to conventional antibiotics. Anti-virulence agents are expected to decrease bacterial virulence and to pose reduced selective pressure for the emergence of resistance. In the opportunistic pathogen Pseudomonas aeruginosa the expression of key virulence traits is controlled by quorum sensing (QS), an intercellular communication process that coordinates gene expression at the population level. Hence, QS inhibitors represent promising anti-virulence agents against P. aeruginosa. Virtual screenings allow fast and cost-effective selection of target ligands among vast libraries of molecules, thus accelerating the time and limiting the cost of conventional drug-discovery processes, while the drug-repurposing approach is based on the identification of off-target activity of FDA-approved drugs, likely endowed with low cytotoxicity and favorable pharmacological properties. This study aims at combining the advantages of virtual screening and drug-repurposing approaches to identify new QS inhibitors targeting the pqs QS system of P. aeruginosa. An in silico library of 1,467 FDA-approved drugs has been screened by molecular docking, and 5 hits showing the highest predicted binding affinity for the pqs QS receptor PqsR (also known as MvfR) have been selected. In vitro experiments have been performed by engineering ad hoc biosensor strains, which were used to verify the ability of hit compounds to decrease PqsR activity in P. aeruginosa. Phenotypic analyses confirmed the impact of the most promising hit, the antipsychotic drug pimozide, on the expression of P. aeruginosa PqsR-controlled virulence traits. Overall, this study highlights the potential of virtual screening campaigns of FDA-approved drugs to rapidly select new inhibitors of important bacterial functions. |
format | Online Article Text |
id | pubmed-6796623 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67966232019-10-24 In silico Selection and Experimental Validation of FDA-Approved Drugs as Anti-quorum Sensing Agents Mellini, Marta Di Muzio, Elena D’Angelo, Francesca Baldelli, Valerio Ferrillo, Serena Visca, Paolo Leoni, Livia Polticelli, Fabio Rampioni, Giordano Front Microbiol Microbiology The emergence of antibiotic resistant bacterial pathogens is increasing at an unprecedented pace, calling for the development of new therapeutic options. Small molecules interfering with virulence processes rather than growth hold promise as an alternative to conventional antibiotics. Anti-virulence agents are expected to decrease bacterial virulence and to pose reduced selective pressure for the emergence of resistance. In the opportunistic pathogen Pseudomonas aeruginosa the expression of key virulence traits is controlled by quorum sensing (QS), an intercellular communication process that coordinates gene expression at the population level. Hence, QS inhibitors represent promising anti-virulence agents against P. aeruginosa. Virtual screenings allow fast and cost-effective selection of target ligands among vast libraries of molecules, thus accelerating the time and limiting the cost of conventional drug-discovery processes, while the drug-repurposing approach is based on the identification of off-target activity of FDA-approved drugs, likely endowed with low cytotoxicity and favorable pharmacological properties. This study aims at combining the advantages of virtual screening and drug-repurposing approaches to identify new QS inhibitors targeting the pqs QS system of P. aeruginosa. An in silico library of 1,467 FDA-approved drugs has been screened by molecular docking, and 5 hits showing the highest predicted binding affinity for the pqs QS receptor PqsR (also known as MvfR) have been selected. In vitro experiments have been performed by engineering ad hoc biosensor strains, which were used to verify the ability of hit compounds to decrease PqsR activity in P. aeruginosa. Phenotypic analyses confirmed the impact of the most promising hit, the antipsychotic drug pimozide, on the expression of P. aeruginosa PqsR-controlled virulence traits. Overall, this study highlights the potential of virtual screening campaigns of FDA-approved drugs to rapidly select new inhibitors of important bacterial functions. Frontiers Media S.A. 2019-10-10 /pmc/articles/PMC6796623/ /pubmed/31649658 http://dx.doi.org/10.3389/fmicb.2019.02355 Text en Copyright © 2019 Mellini, Di Muzio, D’Angelo, Baldelli, Ferrillo, Visca, Leoni, Polticelli and Rampioni. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Mellini, Marta Di Muzio, Elena D’Angelo, Francesca Baldelli, Valerio Ferrillo, Serena Visca, Paolo Leoni, Livia Polticelli, Fabio Rampioni, Giordano In silico Selection and Experimental Validation of FDA-Approved Drugs as Anti-quorum Sensing Agents |
title | In silico Selection and Experimental Validation of FDA-Approved Drugs as Anti-quorum Sensing Agents |
title_full | In silico Selection and Experimental Validation of FDA-Approved Drugs as Anti-quorum Sensing Agents |
title_fullStr | In silico Selection and Experimental Validation of FDA-Approved Drugs as Anti-quorum Sensing Agents |
title_full_unstemmed | In silico Selection and Experimental Validation of FDA-Approved Drugs as Anti-quorum Sensing Agents |
title_short | In silico Selection and Experimental Validation of FDA-Approved Drugs as Anti-quorum Sensing Agents |
title_sort | in silico selection and experimental validation of fda-approved drugs as anti-quorum sensing agents |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6796623/ https://www.ncbi.nlm.nih.gov/pubmed/31649658 http://dx.doi.org/10.3389/fmicb.2019.02355 |
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