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Systematic discovery of drug interaction mechanisms
Drug combinations are increasingly important in disease treatments, for combating drug resistance, and for elucidating fundamental relationships in cell physiology. When drugs are combined, their individual effects on cells may be amplified or weakened. Such drug interactions are crucial for treatme...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BlackWell Publishing Ltd
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4422561/ https://www.ncbi.nlm.nih.gov/pubmed/25924924 http://dx.doi.org/10.15252/msb.20156098 |
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author | Chevereau, Guillaume Bollenbach, Tobias |
author_facet | Chevereau, Guillaume Bollenbach, Tobias |
author_sort | Chevereau, Guillaume |
collection | PubMed |
description | Drug combinations are increasingly important in disease treatments, for combating drug resistance, and for elucidating fundamental relationships in cell physiology. When drugs are combined, their individual effects on cells may be amplified or weakened. Such drug interactions are crucial for treatment efficacy, but their underlying mechanisms remain largely unknown. To uncover the causes of drug interactions, we developed a systematic approach based on precise quantification of the individual and joint effects of antibiotics on growth of genome-wide Escherichia coli gene deletion strains. We found that drug interactions between antibiotics representing the main modes of action are highly robust to genetic perturbation. This robustness is encapsulated in a general principle of bacterial growth, which enables the quantitative prediction of mutant growth rates under drug combinations. Rare violations of this principle exposed recurring cellular functions controlling drug interactions. In particular, we found that polysaccharide and ATP synthesis control multiple drug interactions with previously unexplained mechanisms, and small molecule adjuvants targeting these functions synthetically reshape drug interactions in predictable ways. These results provide a new conceptual framework for the design of multidrug combinations and suggest that there are universal mechanisms at the heart of most drug interactions. |
format | Online Article Text |
id | pubmed-4422561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BlackWell Publishing Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-44225612015-05-12 Systematic discovery of drug interaction mechanisms Chevereau, Guillaume Bollenbach, Tobias Mol Syst Biol Reports Drug combinations are increasingly important in disease treatments, for combating drug resistance, and for elucidating fundamental relationships in cell physiology. When drugs are combined, their individual effects on cells may be amplified or weakened. Such drug interactions are crucial for treatment efficacy, but their underlying mechanisms remain largely unknown. To uncover the causes of drug interactions, we developed a systematic approach based on precise quantification of the individual and joint effects of antibiotics on growth of genome-wide Escherichia coli gene deletion strains. We found that drug interactions between antibiotics representing the main modes of action are highly robust to genetic perturbation. This robustness is encapsulated in a general principle of bacterial growth, which enables the quantitative prediction of mutant growth rates under drug combinations. Rare violations of this principle exposed recurring cellular functions controlling drug interactions. In particular, we found that polysaccharide and ATP synthesis control multiple drug interactions with previously unexplained mechanisms, and small molecule adjuvants targeting these functions synthetically reshape drug interactions in predictable ways. These results provide a new conceptual framework for the design of multidrug combinations and suggest that there are universal mechanisms at the heart of most drug interactions. BlackWell Publishing Ltd 2015-04-29 /pmc/articles/PMC4422561/ /pubmed/25924924 http://dx.doi.org/10.15252/msb.20156098 Text en © 2015 The Authors. Published under the terms of the CC BY 4.0 license http://creativecommons.org/licenses/by/4.0/ This is an open access article under the terms of the Creative Commons Attribution 4.0 License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Reports Chevereau, Guillaume Bollenbach, Tobias Systematic discovery of drug interaction mechanisms |
title | Systematic discovery of drug interaction mechanisms |
title_full | Systematic discovery of drug interaction mechanisms |
title_fullStr | Systematic discovery of drug interaction mechanisms |
title_full_unstemmed | Systematic discovery of drug interaction mechanisms |
title_short | Systematic discovery of drug interaction mechanisms |
title_sort | systematic discovery of drug interaction mechanisms |
topic | Reports |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4422561/ https://www.ncbi.nlm.nih.gov/pubmed/25924924 http://dx.doi.org/10.15252/msb.20156098 |
work_keys_str_mv | AT chevereauguillaume systematicdiscoveryofdruginteractionmechanisms AT bollenbachtobias systematicdiscoveryofdruginteractionmechanisms |