Cargando…

Modeling the growth dynamics of multiple Escherichia coli strains in the pig intestine following intramuscular ampicillin treatment

BACKGROUND: This study evaluated how dosing regimen for intramuscularly-administered ampicillin, composition of Escherichia coli strains with regard to ampicillin susceptibility, and excretion of bacteria from the intestine affected the level of resistance among Escherichia coli strains in the intes...

Descripción completa

Detalles Bibliográficos
Autores principales: Ahmad, Amais, Zachariasen, Camilla, Christiansen, Lasse Engbo, Græsbøll, Kaare, Toft, Nils, Matthews, Louise, Nielsen, Søren Saxmose, Olsen, John Elmerdahl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5012095/
https://www.ncbi.nlm.nih.gov/pubmed/27599570
http://dx.doi.org/10.1186/s12866-016-0823-3
_version_ 1782451956795572224
author Ahmad, Amais
Zachariasen, Camilla
Christiansen, Lasse Engbo
Græsbøll, Kaare
Toft, Nils
Matthews, Louise
Nielsen, Søren Saxmose
Olsen, John Elmerdahl
author_facet Ahmad, Amais
Zachariasen, Camilla
Christiansen, Lasse Engbo
Græsbøll, Kaare
Toft, Nils
Matthews, Louise
Nielsen, Søren Saxmose
Olsen, John Elmerdahl
author_sort Ahmad, Amais
collection PubMed
description BACKGROUND: This study evaluated how dosing regimen for intramuscularly-administered ampicillin, composition of Escherichia coli strains with regard to ampicillin susceptibility, and excretion of bacteria from the intestine affected the level of resistance among Escherichia coli strains in the intestine of nursery pigs. It also examined the dynamics of the composition of bacterial strains during and after the treatment. The growth responses of strains to ampicillin concentrations were determined using in vitro growth curves. Using these results as input data, growth predictions were generated using a mathematical model to simulate the competitive growth of E. coli strains in a pig intestine under specified plasma concentration profiles of ampicillin. RESULTS: In vitro growth results demonstrated that the resistant strains did not carry a fitness cost for their resistance, and that the most susceptible strains were more affected by increasing concentrations of antibiotics that the rest of the strains. The modeling revealed that short treatment duration resulted in lower levels of resistance and that dosing frequency did not substantially influence the growth of resistant strains. Resistance levels were found to be sensitive to the number of competing strains, and this effect was enhanced by longer duration of treatment. High excretion of bacteria from the intestine favored resistant strains over sensitive strains, but at the same time it resulted in a faster return to pre-treatment levels after the treatment ended. When the duration of high excretion was set to be limited to the treatment time (i.e. the treatment was assumed to result in a cure of diarrhea) resistant strains required longer time to reach the previous level. CONCLUSION: No fitness cost was found to be associated with ampicillin resistance in E. coli. Besides dosing factors, epidemiological factors (such as number of competing strains and bacterial excretion) influenced resistance development and need to be considered further in relation to optimal treatment strategies. The modeling approach used in the study is generic, and could be used for prediction of the effect of treatment with other drugs and other administration routes for effect on resistance development in the intestine of pigs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12866-016-0823-3) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5012095
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-50120952016-09-07 Modeling the growth dynamics of multiple Escherichia coli strains in the pig intestine following intramuscular ampicillin treatment Ahmad, Amais Zachariasen, Camilla Christiansen, Lasse Engbo Græsbøll, Kaare Toft, Nils Matthews, Louise Nielsen, Søren Saxmose Olsen, John Elmerdahl BMC Microbiol Research Article BACKGROUND: This study evaluated how dosing regimen for intramuscularly-administered ampicillin, composition of Escherichia coli strains with regard to ampicillin susceptibility, and excretion of bacteria from the intestine affected the level of resistance among Escherichia coli strains in the intestine of nursery pigs. It also examined the dynamics of the composition of bacterial strains during and after the treatment. The growth responses of strains to ampicillin concentrations were determined using in vitro growth curves. Using these results as input data, growth predictions were generated using a mathematical model to simulate the competitive growth of E. coli strains in a pig intestine under specified plasma concentration profiles of ampicillin. RESULTS: In vitro growth results demonstrated that the resistant strains did not carry a fitness cost for their resistance, and that the most susceptible strains were more affected by increasing concentrations of antibiotics that the rest of the strains. The modeling revealed that short treatment duration resulted in lower levels of resistance and that dosing frequency did not substantially influence the growth of resistant strains. Resistance levels were found to be sensitive to the number of competing strains, and this effect was enhanced by longer duration of treatment. High excretion of bacteria from the intestine favored resistant strains over sensitive strains, but at the same time it resulted in a faster return to pre-treatment levels after the treatment ended. When the duration of high excretion was set to be limited to the treatment time (i.e. the treatment was assumed to result in a cure of diarrhea) resistant strains required longer time to reach the previous level. CONCLUSION: No fitness cost was found to be associated with ampicillin resistance in E. coli. Besides dosing factors, epidemiological factors (such as number of competing strains and bacterial excretion) influenced resistance development and need to be considered further in relation to optimal treatment strategies. The modeling approach used in the study is generic, and could be used for prediction of the effect of treatment with other drugs and other administration routes for effect on resistance development in the intestine of pigs. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12866-016-0823-3) contains supplementary material, which is available to authorized users. BioMed Central 2016-09-06 /pmc/articles/PMC5012095/ /pubmed/27599570 http://dx.doi.org/10.1186/s12866-016-0823-3 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
Ahmad, Amais
Zachariasen, Camilla
Christiansen, Lasse Engbo
Græsbøll, Kaare
Toft, Nils
Matthews, Louise
Nielsen, Søren Saxmose
Olsen, John Elmerdahl
Modeling the growth dynamics of multiple Escherichia coli strains in the pig intestine following intramuscular ampicillin treatment
title Modeling the growth dynamics of multiple Escherichia coli strains in the pig intestine following intramuscular ampicillin treatment
title_full Modeling the growth dynamics of multiple Escherichia coli strains in the pig intestine following intramuscular ampicillin treatment
title_fullStr Modeling the growth dynamics of multiple Escherichia coli strains in the pig intestine following intramuscular ampicillin treatment
title_full_unstemmed Modeling the growth dynamics of multiple Escherichia coli strains in the pig intestine following intramuscular ampicillin treatment
title_short Modeling the growth dynamics of multiple Escherichia coli strains in the pig intestine following intramuscular ampicillin treatment
title_sort modeling the growth dynamics of multiple escherichia coli strains in the pig intestine following intramuscular ampicillin treatment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5012095/
https://www.ncbi.nlm.nih.gov/pubmed/27599570
http://dx.doi.org/10.1186/s12866-016-0823-3
work_keys_str_mv AT ahmadamais modelingthegrowthdynamicsofmultipleescherichiacolistrainsinthepigintestinefollowingintramuscularampicillintreatment
AT zachariasencamilla modelingthegrowthdynamicsofmultipleescherichiacolistrainsinthepigintestinefollowingintramuscularampicillintreatment
AT christiansenlasseengbo modelingthegrowthdynamicsofmultipleescherichiacolistrainsinthepigintestinefollowingintramuscularampicillintreatment
AT græsbøllkaare modelingthegrowthdynamicsofmultipleescherichiacolistrainsinthepigintestinefollowingintramuscularampicillintreatment
AT toftnils modelingthegrowthdynamicsofmultipleescherichiacolistrainsinthepigintestinefollowingintramuscularampicillintreatment
AT matthewslouise modelingthegrowthdynamicsofmultipleescherichiacolistrainsinthepigintestinefollowingintramuscularampicillintreatment
AT nielsensørensaxmose modelingthegrowthdynamicsofmultipleescherichiacolistrainsinthepigintestinefollowingintramuscularampicillintreatment
AT olsenjohnelmerdahl modelingthegrowthdynamicsofmultipleescherichiacolistrainsinthepigintestinefollowingintramuscularampicillintreatment