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Are the physicochemical properties of antibacterial compounds really different from other drugs?
BACKGROUND: It is now widely recognized that there is an urgent need for new antibacterial drugs, with novel mechanisms of action, to combat the rise of multi-drug resistant bacteria. However, few new compounds are reaching the market. Antibacterial drug discovery projects often succeed in identifyi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4891840/ https://www.ncbi.nlm.nih.gov/pubmed/27274770 http://dx.doi.org/10.1186/s13321-016-0143-5 |
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author | Ebejer, Jean-Paul Charlton, Michael H. Finn, Paul W. |
author_facet | Ebejer, Jean-Paul Charlton, Michael H. Finn, Paul W. |
author_sort | Ebejer, Jean-Paul |
collection | PubMed |
description | BACKGROUND: It is now widely recognized that there is an urgent need for new antibacterial drugs, with novel mechanisms of action, to combat the rise of multi-drug resistant bacteria. However, few new compounds are reaching the market. Antibacterial drug discovery projects often succeed in identifying potent molecules in biochemical assays but have been beset by difficulties in obtaining antibacterial activity. A commonly held view, based on analysis of marketed antibacterial compounds, is that antibacterial drugs possess very different physicochemical properties to other drugs, and that this profile is required for antibacterial activity. RESULTS: We have re-examined this issue by performing a cheminformatics analysis of the literature data available in the ChEMBL database. The physicochemical properties of compounds with a recorded activity in an antibacterial assay were calculated and compared to two other datasets extracted from ChEMBL, marketed antibacterials and drugs marketed for other therapeutic indications. The chemical class of the compounds and Gram-negative/Gram-positive profile were also investigated. This analysis shows that compounds with antibacterial activity have physicochemical property profiles very similar to other drug classes. CONCLUSIONS: The observation that many current antibacterial drugs lie in regions of physicochemical property space far from conventional small molecule therapeutics is correct. However, the inference that a compound must lie in one of these “outlier” regions in order to possess antibacterial activity is not supported by our analysis. [Figure: see text] ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13321-016-0143-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4891840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-48918402016-06-04 Are the physicochemical properties of antibacterial compounds really different from other drugs? Ebejer, Jean-Paul Charlton, Michael H. Finn, Paul W. J Cheminform Research Article BACKGROUND: It is now widely recognized that there is an urgent need for new antibacterial drugs, with novel mechanisms of action, to combat the rise of multi-drug resistant bacteria. However, few new compounds are reaching the market. Antibacterial drug discovery projects often succeed in identifying potent molecules in biochemical assays but have been beset by difficulties in obtaining antibacterial activity. A commonly held view, based on analysis of marketed antibacterial compounds, is that antibacterial drugs possess very different physicochemical properties to other drugs, and that this profile is required for antibacterial activity. RESULTS: We have re-examined this issue by performing a cheminformatics analysis of the literature data available in the ChEMBL database. The physicochemical properties of compounds with a recorded activity in an antibacterial assay were calculated and compared to two other datasets extracted from ChEMBL, marketed antibacterials and drugs marketed for other therapeutic indications. The chemical class of the compounds and Gram-negative/Gram-positive profile were also investigated. This analysis shows that compounds with antibacterial activity have physicochemical property profiles very similar to other drug classes. CONCLUSIONS: The observation that many current antibacterial drugs lie in regions of physicochemical property space far from conventional small molecule therapeutics is correct. However, the inference that a compound must lie in one of these “outlier” regions in order to possess antibacterial activity is not supported by our analysis. [Figure: see text] ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13321-016-0143-5) contains supplementary material, which is available to authorized users. Springer International Publishing 2016-06-03 /pmc/articles/PMC4891840/ /pubmed/27274770 http://dx.doi.org/10.1186/s13321-016-0143-5 Text en © The Author(s) 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Ebejer, Jean-Paul Charlton, Michael H. Finn, Paul W. Are the physicochemical properties of antibacterial compounds really different from other drugs? |
title | Are the physicochemical properties of antibacterial compounds really different from other drugs? |
title_full | Are the physicochemical properties of antibacterial compounds really different from other drugs? |
title_fullStr | Are the physicochemical properties of antibacterial compounds really different from other drugs? |
title_full_unstemmed | Are the physicochemical properties of antibacterial compounds really different from other drugs? |
title_short | Are the physicochemical properties of antibacterial compounds really different from other drugs? |
title_sort | are the physicochemical properties of antibacterial compounds really different from other drugs? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4891840/ https://www.ncbi.nlm.nih.gov/pubmed/27274770 http://dx.doi.org/10.1186/s13321-016-0143-5 |
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