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When more is less: Emergent suppressive interactions in three-drug combinations

BACKGROUND: In drug-drug interactions, there are surprising cases in which the growth inhibition of bacteria by a single antibiotic decreases when a second antibiotic is added. These interactions are termed suppressive and have been argued to have the potential to limit the evolution of resistance....

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Autores principales: Beppler, Casey, Tekin, Elif, White, Cynthia, Mao, Zhiyuan, Miller, Jeffrey H., Damoiseaux, Robert, Savage, Van M., Yeh, Pamela J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5420147/
https://www.ncbi.nlm.nih.gov/pubmed/28477626
http://dx.doi.org/10.1186/s12866-017-1017-3
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author Beppler, Casey
Tekin, Elif
White, Cynthia
Mao, Zhiyuan
Miller, Jeffrey H.
Damoiseaux, Robert
Savage, Van M.
Yeh, Pamela J.
author_facet Beppler, Casey
Tekin, Elif
White, Cynthia
Mao, Zhiyuan
Miller, Jeffrey H.
Damoiseaux, Robert
Savage, Van M.
Yeh, Pamela J.
author_sort Beppler, Casey
collection PubMed
description BACKGROUND: In drug-drug interactions, there are surprising cases in which the growth inhibition of bacteria by a single antibiotic decreases when a second antibiotic is added. These interactions are termed suppressive and have been argued to have the potential to limit the evolution of resistance. Nevertheless, little attention has been given to suppressive interactions because clinical studies typically search for increases in killing efficiency and because suppressive interactions are believed to be rare based on pairwise studies. RESULTS: Here, we quantify the effects of single-, double-, and triple-drug combinations from a set of 14 antibiotics and 3 bacteria strains, totaling 364 unique three-drug combinations per bacteria strain. We find that increasing the number of drugs can increase the prevalence of suppressive interactions: 17% of three-drug combinations are suppressive compared to 5% of two-drug combinations in this study. Most cases of suppression we find (97%) are “hidden” cases for which the triple-drug bacterial growth is less than the single-drug treatments but exceeds that of a pairwise combination. CONCLUSIONS: We find a surprising number of suppressive interactions in higher-order drug combinations. Without examining lower-order (pairwise) bacterial growth, emergent suppressive effects would be missed, potentially affecting our understanding of evolution of resistance and treatment strategies for resistant pathogens. These findings suggest that careful examination of the full factorial of drug combinations is needed to uncover suppressive interactions in higher-order combinations. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12866-017-1017-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-54201472017-05-08 When more is less: Emergent suppressive interactions in three-drug combinations Beppler, Casey Tekin, Elif White, Cynthia Mao, Zhiyuan Miller, Jeffrey H. Damoiseaux, Robert Savage, Van M. Yeh, Pamela J. BMC Microbiol Research Article BACKGROUND: In drug-drug interactions, there are surprising cases in which the growth inhibition of bacteria by a single antibiotic decreases when a second antibiotic is added. These interactions are termed suppressive and have been argued to have the potential to limit the evolution of resistance. Nevertheless, little attention has been given to suppressive interactions because clinical studies typically search for increases in killing efficiency and because suppressive interactions are believed to be rare based on pairwise studies. RESULTS: Here, we quantify the effects of single-, double-, and triple-drug combinations from a set of 14 antibiotics and 3 bacteria strains, totaling 364 unique three-drug combinations per bacteria strain. We find that increasing the number of drugs can increase the prevalence of suppressive interactions: 17% of three-drug combinations are suppressive compared to 5% of two-drug combinations in this study. Most cases of suppression we find (97%) are “hidden” cases for which the triple-drug bacterial growth is less than the single-drug treatments but exceeds that of a pairwise combination. CONCLUSIONS: We find a surprising number of suppressive interactions in higher-order drug combinations. Without examining lower-order (pairwise) bacterial growth, emergent suppressive effects would be missed, potentially affecting our understanding of evolution of resistance and treatment strategies for resistant pathogens. These findings suggest that careful examination of the full factorial of drug combinations is needed to uncover suppressive interactions in higher-order combinations. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12866-017-1017-3) contains supplementary material, which is available to authorized users. BioMed Central 2017-05-06 /pmc/articles/PMC5420147/ /pubmed/28477626 http://dx.doi.org/10.1186/s12866-017-1017-3 Text en © The Author(s). 2017 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
Beppler, Casey
Tekin, Elif
White, Cynthia
Mao, Zhiyuan
Miller, Jeffrey H.
Damoiseaux, Robert
Savage, Van M.
Yeh, Pamela J.
When more is less: Emergent suppressive interactions in three-drug combinations
title When more is less: Emergent suppressive interactions in three-drug combinations
title_full When more is less: Emergent suppressive interactions in three-drug combinations
title_fullStr When more is less: Emergent suppressive interactions in three-drug combinations
title_full_unstemmed When more is less: Emergent suppressive interactions in three-drug combinations
title_short When more is less: Emergent suppressive interactions in three-drug combinations
title_sort when more is less: emergent suppressive interactions in three-drug combinations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5420147/
https://www.ncbi.nlm.nih.gov/pubmed/28477626
http://dx.doi.org/10.1186/s12866-017-1017-3
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