Cargando…

Association of Diet and Antimicrobial Resistance in Healthy US Adults

OBJECTIVES: Antimicrobial resistance (AMR) represents a significant source of morbidity and mortality worldwide, with expectations that AMR-associated consequences will continue to worsen throughout the coming decades. Since resistance to antibiotics is encoded in the microbiome, interventions aimed...

Descripción completa

Detalles Bibliográficos
Autores principales: Oliver, Andrew, Xue, Zhengyao, Tang, Yirui, Durbin-Johnson, Blythe, Alkan, Zeynep, Taft, Diana, Liu, Jinxin, Korf, Ian, Laugero, Kevin, Stephensen, Charles, Mills, David, Kable, Mary, Lemay, Danielle
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9194103/
http://dx.doi.org/10.1093/cdn/nzac069.028
_version_ 1784726637581959168
author Oliver, Andrew
Xue, Zhengyao
Tang, Yirui
Durbin-Johnson, Blythe
Alkan, Zeynep
Taft, Diana
Liu, Jinxin
Korf, Ian
Laugero, Kevin
Stephensen, Charles
Mills, David
Kable, Mary
Lemay, Danielle
author_facet Oliver, Andrew
Xue, Zhengyao
Tang, Yirui
Durbin-Johnson, Blythe
Alkan, Zeynep
Taft, Diana
Liu, Jinxin
Korf, Ian
Laugero, Kevin
Stephensen, Charles
Mills, David
Kable, Mary
Lemay, Danielle
author_sort Oliver, Andrew
collection PubMed
description OBJECTIVES: Antimicrobial resistance (AMR) represents a significant source of morbidity and mortality worldwide, with expectations that AMR-associated consequences will continue to worsen throughout the coming decades. Since resistance to antibiotics is encoded in the microbiome, interventions aimed at altering the taxonomic composition of the gut might allow us to prophylactically engineer microbiomes that harbor less antibiotic resistant genes (ARGs). Diet is one method of intervention, yet little is known about the association between diet and antimicrobial resistance. Our primary hypothesis was that increased intake of dietary fiber would be associated with reduced ARG abundance in human fecal metagenomes. Beyond our directed hypotheses, we utilized machine learning approaches on a variety of diet, physiological, and lifestyle features to assess whether the abundance of antibiotic genes is correlated with variables outside the scope of our directed hypotheses. METHODS: We examined diet using the food frequency questionnaire (FFQ, habitual diet) and 24-hour dietary recalls (ASA24) coupled with analysis of the microbiome using shotgun metagenome sequencing in 290 healthy adult participants of the USDA Nutritional Phenotyping Study. Additionally, we applied machine learning to examine 387 dietary, physiological, and lifestyle features for associations with antimicrobial resistance. RESULTS: We found that aminoglycosides were the most abundant and prevalent mechanism of AMR in these healthy adults and that aminoglycoside-o-phosphotransferases (aph3-dprime) negatively correlated with total calories and soluble fiber intake. Individuals in the lowest quartile of ARGs (Low-ARG) consumed significantly more fiber in their diets compared to Medium- and High-ARG individuals, which was concomitant with increased abundances of obligate anaerobes in their gut microbiota. CONCLUSIONS: Our results indicate individuals with lower abundances of antibiotic resistance genes consumed more diverse diets that were richer in fiber and limited in animal protein. We suspect that increased fiber likely drives the composition of the gut towards a more obligate anaerobe state, reducing footholds for facultative anaerobes, which are known harbors of inflammation and antibiotic resistance. FUNDING SOURCES: This research was supported by USDA-ARS grants.
format Online
Article
Text
id pubmed-9194103
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-91941032022-06-14 Association of Diet and Antimicrobial Resistance in Healthy US Adults Oliver, Andrew Xue, Zhengyao Tang, Yirui Durbin-Johnson, Blythe Alkan, Zeynep Taft, Diana Liu, Jinxin Korf, Ian Laugero, Kevin Stephensen, Charles Mills, David Kable, Mary Lemay, Danielle Curr Dev Nutr Nutritional Microbiology/Microbiome OBJECTIVES: Antimicrobial resistance (AMR) represents a significant source of morbidity and mortality worldwide, with expectations that AMR-associated consequences will continue to worsen throughout the coming decades. Since resistance to antibiotics is encoded in the microbiome, interventions aimed at altering the taxonomic composition of the gut might allow us to prophylactically engineer microbiomes that harbor less antibiotic resistant genes (ARGs). Diet is one method of intervention, yet little is known about the association between diet and antimicrobial resistance. Our primary hypothesis was that increased intake of dietary fiber would be associated with reduced ARG abundance in human fecal metagenomes. Beyond our directed hypotheses, we utilized machine learning approaches on a variety of diet, physiological, and lifestyle features to assess whether the abundance of antibiotic genes is correlated with variables outside the scope of our directed hypotheses. METHODS: We examined diet using the food frequency questionnaire (FFQ, habitual diet) and 24-hour dietary recalls (ASA24) coupled with analysis of the microbiome using shotgun metagenome sequencing in 290 healthy adult participants of the USDA Nutritional Phenotyping Study. Additionally, we applied machine learning to examine 387 dietary, physiological, and lifestyle features for associations with antimicrobial resistance. RESULTS: We found that aminoglycosides were the most abundant and prevalent mechanism of AMR in these healthy adults and that aminoglycoside-o-phosphotransferases (aph3-dprime) negatively correlated with total calories and soluble fiber intake. Individuals in the lowest quartile of ARGs (Low-ARG) consumed significantly more fiber in their diets compared to Medium- and High-ARG individuals, which was concomitant with increased abundances of obligate anaerobes in their gut microbiota. CONCLUSIONS: Our results indicate individuals with lower abundances of antibiotic resistance genes consumed more diverse diets that were richer in fiber and limited in animal protein. We suspect that increased fiber likely drives the composition of the gut towards a more obligate anaerobe state, reducing footholds for facultative anaerobes, which are known harbors of inflammation and antibiotic resistance. FUNDING SOURCES: This research was supported by USDA-ARS grants. Oxford University Press 2022-06-14 /pmc/articles/PMC9194103/ http://dx.doi.org/10.1093/cdn/nzac069.028 Text en © The Author 2022. Published by Oxford University Press on behalf of The International Society for Human and Animal Mycology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Nutritional Microbiology/Microbiome
Oliver, Andrew
Xue, Zhengyao
Tang, Yirui
Durbin-Johnson, Blythe
Alkan, Zeynep
Taft, Diana
Liu, Jinxin
Korf, Ian
Laugero, Kevin
Stephensen, Charles
Mills, David
Kable, Mary
Lemay, Danielle
Association of Diet and Antimicrobial Resistance in Healthy US Adults
title Association of Diet and Antimicrobial Resistance in Healthy US Adults
title_full Association of Diet and Antimicrobial Resistance in Healthy US Adults
title_fullStr Association of Diet and Antimicrobial Resistance in Healthy US Adults
title_full_unstemmed Association of Diet and Antimicrobial Resistance in Healthy US Adults
title_short Association of Diet and Antimicrobial Resistance in Healthy US Adults
title_sort association of diet and antimicrobial resistance in healthy us adults
topic Nutritional Microbiology/Microbiome
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9194103/
http://dx.doi.org/10.1093/cdn/nzac069.028
work_keys_str_mv AT oliverandrew associationofdietandantimicrobialresistanceinhealthyusadults
AT xuezhengyao associationofdietandantimicrobialresistanceinhealthyusadults
AT tangyirui associationofdietandantimicrobialresistanceinhealthyusadults
AT durbinjohnsonblythe associationofdietandantimicrobialresistanceinhealthyusadults
AT alkanzeynep associationofdietandantimicrobialresistanceinhealthyusadults
AT taftdiana associationofdietandantimicrobialresistanceinhealthyusadults
AT liujinxin associationofdietandantimicrobialresistanceinhealthyusadults
AT korfian associationofdietandantimicrobialresistanceinhealthyusadults
AT laugerokevin associationofdietandantimicrobialresistanceinhealthyusadults
AT stephensencharles associationofdietandantimicrobialresistanceinhealthyusadults
AT millsdavid associationofdietandantimicrobialresistanceinhealthyusadults
AT kablemary associationofdietandantimicrobialresistanceinhealthyusadults
AT lemaydanielle associationofdietandantimicrobialresistanceinhealthyusadults