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Isolation and Identification of Waterborne Antibiotic-Resistant Bacteria and Molecular Characterization of their Antibiotic Resistance Genes
Published on: March 3, 2023
Association of Diet and Antimicrobial Resistance in Healthy U.S. Adults
Andrew Oliver1, Zhengyao Xue1,2, Yirui T Villanueva1,2
1USDA-ARS Western Human Nutrition Research Center, Davis, California, USA.
Abstract:
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 fewer antibiotic resistant genes (ARGs). Diet is one method of intervention, and yet little is known about the association between diet and antimicrobial resistance. To address this knowledge gap, we examined diet using the food frequency questionnaire (FFQ; habitual diet) and 24-h dietary recalls (Automated Self-Administered 24-h [ASA24®] tool) coupled with an analysis of the microbiome using shotgun metagenome sequencing in 290 healthy adult participants of the United States Department of Agriculture (USDA) Nutritional Phenotyping Study. We found that aminoglycosides were the most abundant and prevalent mechanism of AMR in these healthy adults and that aminoglycoside-O-phosphotransferases (aph3-dprime) correlated negatively with total calories and soluble fiber intake. Individuals in the lowest quartile of ARGs (low-ARG) consumed significantly more fiber in their diets than medium- and high-ARG individuals, which was concomitant with increased abundances of obligate anaerobes, especially from the family Clostridiaceae, in their gut microbiota. Finally, we applied machine learning to examine 387 dietary, physiological, and lifestyle features for associations with antimicrobial resistance, finding that increased phylogenetic diversity of diet was associated with low-ARG individuals. These data suggest diet may be a potential method for reducing the burden of AMR. IMPORTANCE Antimicrobial resistance (AMR) represents a considerable burden to health care systems, with the public health community largely in consensus that AMR will be a major cause of death worldwide in the coming decades. Humans carry antibiotic resistance in the microbes that live in and on us, collectively known as the human microbiome. Diet is a powerful method for shaping the human gut microbiome and may be a tractable method for lessening antibiotic resistance, and yet little is known about the relationship between diet and AMR. We examined this relationship in healthy individuals who contained various abundances of antibiotic resistance genes and found that individuals who consumed diverse diets that were high in fiber and low in animal protein had fewer antibiotic resistance genes. Dietary interventions may be useful for lessening the burden of antimicrobial resistance and might ultimately motivate dietary guidelines which will consider how nutrition can reduce the impact of infectious disease.
Insights
Dietary fiber intake and microbial diversity are linked to lower antibiotic resistance genes (ARGs) in healthy adults. These findings suggest that diet can be a strategy to reduce antimicrobial resistance (AMR) and its health impacts.
Area of Science:
- Microbiology
- Nutritional Science
- Genetics
Background:
- Antimicrobial resistance (AMR) is a growing global health threat, causing significant morbidity and mortality.
- Antibiotic resistance genes (ARGs) are harbored within the human microbiome, suggesting potential for microbiome-targeted interventions.
- Diet is a known factor influencing gut microbiome composition, but its association with AMR is not well understood.
Purpose of the Study:
- To investigate the relationship between dietary habits and the abundance of ARGs in healthy adults.
- To identify specific dietary components and microbiome characteristics associated with lower levels of AMR.
- To explore the potential of dietary interventions for managing AMR.
Main Methods:
- Analysis of habitual diet using food frequency questionnaires (FFQ) and 24-h dietary recalls (ASA24®).
- Shotgun metagenome sequencing to characterize the gut microbiome composition and ARG profiles.
- Machine learning applied to dietary, physiological, and lifestyle features to identify associations with AMR.
Main Results:
- Aminoglycosides were the most prevalent AMR mechanism; specific aminoglycoside-O-phosphotransferases (aph3-dprime) negatively correlated with total calories and soluble fiber.
- Individuals with lower ARG levels consumed significantly more dietary fiber and had increased abundances of obligate anaerobes, particularly Clostridiaceae.
- Machine learning identified increased dietary phylogenetic diversity as a key factor associated with lower ARG levels.
Conclusions:
- Dietary patterns, particularly high fiber intake and increased dietary diversity, are associated with reduced ARGs in the gut microbiome.
- These findings suggest that diet can be a modifiable factor to engineer microbiomes with lower AMR potential.
- Dietary interventions represent a promising strategy to mitigate the public health burden of antimicrobial resistance.
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