Metagenomic Analysis of the Microbial Communities and Resistomes of Veal Calf Feces

Antimicrobial resistance (AMR) is a major public health concern, and dairy calves, including veal calves, are known reservoirs of resistant bacteria. To investigate AMR in the fecal microbial communities of veal calves, we conducted metagenomic sequencing of feces collected from individual animals o...

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Main Authors: Serajus Salaheen, Seon Woo Kim, Ernest Hovingh, Jo Ann S. Van Kessel, Bradd J. Haley
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2020.609950/full
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spelling doaj-4f674553b42343b79bcf99ea57afdf532021-02-09T04:27:43ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2021-02-011110.3389/fmicb.2020.609950609950Metagenomic Analysis of the Microbial Communities and Resistomes of Veal Calf FecesSerajus Salaheen0Seon Woo Kim1Ernest Hovingh2Jo Ann S. Van Kessel3Bradd J. Haley4Environmental Microbial and Food Safety Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service, United States Department of Agriculture, Beltsville, MD, United StatesEnvironmental Microbial and Food Safety Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service, United States Department of Agriculture, Beltsville, MD, United StatesDepartment of Veterinary and Biomedical Sciences, Pennsylvania State University, University Park, PA, United StatesEnvironmental Microbial and Food Safety Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service, United States Department of Agriculture, Beltsville, MD, United StatesEnvironmental Microbial and Food Safety Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service, United States Department of Agriculture, Beltsville, MD, United StatesAntimicrobial resistance (AMR) is a major public health concern, and dairy calves, including veal calves, are known reservoirs of resistant bacteria. To investigate AMR in the fecal microbial communities of veal calves, we conducted metagenomic sequencing of feces collected from individual animals on four commercial veal operations in Pennsylvania. Fecal samples from three randomly selected calves on each farm were collected soon after the calves were brought onto the farms (n = 12), and again, just before the calves from the same cohorts were ready for slaughter (n = 12). Results indicated that the most frequently identified phyla were Firmicutes, Bacteroidetes, Proteobacteria, and Actinobacteria. Fecal microbial communities in samples collected from the calves at the early and late stages of production were significantly different at the genus level (analysis of similarities [ANOSIM] on Bray-Curtis distances, R = 0.37, p < 0.05), but not at the phylum level. Variances among microbial communities in the feces of the younger calves were significantly higher than those from the feces of calves at the late stage of production (betadisper F = 8.25, p < 0.05). Additionally, our analyses identified a diverse set of mobile antimicrobial resistance genes (ARGs) in the veal calf feces. The fecal resistomes mostly consisted of ARGs that confer resistance to aminoglycosides, tetracyclines, and macrolide-lincosamide-streptogramin B (MLS), and these ARGs represented more than 70% of the fecal resistomes. Factors that are responsible for selection and persistence of resistant bacteria in the veal calf gut need to be identified to implement novel control points and interrupt detrimental AMR occurrence and shedding.https://www.frontiersin.org/articles/10.3389/fmicb.2020.609950/fullveal calvesresistomemetagenomeantimicrobial resistancemicrobial community
collection DOAJ
language English
format Article
sources DOAJ
author Serajus Salaheen
Seon Woo Kim
Ernest Hovingh
Jo Ann S. Van Kessel
Bradd J. Haley
spellingShingle Serajus Salaheen
Seon Woo Kim
Ernest Hovingh
Jo Ann S. Van Kessel
Bradd J. Haley
Metagenomic Analysis of the Microbial Communities and Resistomes of Veal Calf Feces
Frontiers in Microbiology
veal calves
resistome
metagenome
antimicrobial resistance
microbial community
author_facet Serajus Salaheen
Seon Woo Kim
Ernest Hovingh
Jo Ann S. Van Kessel
Bradd J. Haley
author_sort Serajus Salaheen
title Metagenomic Analysis of the Microbial Communities and Resistomes of Veal Calf Feces
title_short Metagenomic Analysis of the Microbial Communities and Resistomes of Veal Calf Feces
title_full Metagenomic Analysis of the Microbial Communities and Resistomes of Veal Calf Feces
title_fullStr Metagenomic Analysis of the Microbial Communities and Resistomes of Veal Calf Feces
title_full_unstemmed Metagenomic Analysis of the Microbial Communities and Resistomes of Veal Calf Feces
title_sort metagenomic analysis of the microbial communities and resistomes of veal calf feces
publisher Frontiers Media S.A.
series Frontiers in Microbiology
issn 1664-302X
publishDate 2021-02-01
description Antimicrobial resistance (AMR) is a major public health concern, and dairy calves, including veal calves, are known reservoirs of resistant bacteria. To investigate AMR in the fecal microbial communities of veal calves, we conducted metagenomic sequencing of feces collected from individual animals on four commercial veal operations in Pennsylvania. Fecal samples from three randomly selected calves on each farm were collected soon after the calves were brought onto the farms (n = 12), and again, just before the calves from the same cohorts were ready for slaughter (n = 12). Results indicated that the most frequently identified phyla were Firmicutes, Bacteroidetes, Proteobacteria, and Actinobacteria. Fecal microbial communities in samples collected from the calves at the early and late stages of production were significantly different at the genus level (analysis of similarities [ANOSIM] on Bray-Curtis distances, R = 0.37, p < 0.05), but not at the phylum level. Variances among microbial communities in the feces of the younger calves were significantly higher than those from the feces of calves at the late stage of production (betadisper F = 8.25, p < 0.05). Additionally, our analyses identified a diverse set of mobile antimicrobial resistance genes (ARGs) in the veal calf feces. The fecal resistomes mostly consisted of ARGs that confer resistance to aminoglycosides, tetracyclines, and macrolide-lincosamide-streptogramin B (MLS), and these ARGs represented more than 70% of the fecal resistomes. Factors that are responsible for selection and persistence of resistant bacteria in the veal calf gut need to be identified to implement novel control points and interrupt detrimental AMR occurrence and shedding.
topic veal calves
resistome
metagenome
antimicrobial resistance
microbial community
url https://www.frontiersin.org/articles/10.3389/fmicb.2020.609950/full
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