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Exploring the Bacteriome and Resistome of Humans and Food-Producing Animals in Brazil

The epidemiology of antimicrobial resistance (AMR) is complex, with multiple interfaces (human-animal-environment). In this context, One Health surveillance is essential for understanding the distribution of microorganisms and antimicrobial resistance genes (ARGs). This report describes a multicentr...

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Autores principales: de Carvalho, Fabíola Marques, Valiatti, Tiago Barcelos, Santos, Fernanda Fernandes, Silveira, Alessandro Conrado de Oliveira, Guimarães, Ana Paula C., Gerber, Alexandra Lehmkuhl, Souza, Cintya de Oliveira, Cassu Corsi, Dandara, Brasiliense, Danielle Murici, Castelo-Branco, Débora de Souza Collares Maia, Anzai, Eleine Kuroki, Bessa-Neto, Francisco Ozório, Guedes, Glaucia Morgana de Melo, de Souza, Gleyce Hellen de Almeida, Lemos, Leandro Nascimento, Ferraz, Lúcio Fábio Caldas, Bahia, Márcia de Nazaré Miranda, Vaz, Márcia Soares Mattos, da Silva, Ramon Giovani Brandão, Veiga, Ruanita, Simionatto, Simone, Monteiro, Walter Aparecido Pimentel, Lima, William Alencar de Oliveira, Kiffer, Carlos Roberto Veiga, Campos Pignatari, Antonio Carlos, Cayô, Rodrigo, de Vasconcelos, Ana Tereza Ribeiro, Gales, Ana Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9602611/
https://www.ncbi.nlm.nih.gov/pubmed/35993730
http://dx.doi.org/10.1128/spectrum.00565-22
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author de Carvalho, Fabíola Marques
Valiatti, Tiago Barcelos
Santos, Fernanda Fernandes
Silveira, Alessandro Conrado de Oliveira
Guimarães, Ana Paula C.
Gerber, Alexandra Lehmkuhl
Souza, Cintya de Oliveira
Cassu Corsi, Dandara
Brasiliense, Danielle Murici
Castelo-Branco, Débora de Souza Collares Maia
Anzai, Eleine Kuroki
Bessa-Neto, Francisco Ozório
Guedes, Glaucia Morgana de Melo
de Souza, Gleyce Hellen de Almeida
Lemos, Leandro Nascimento
Ferraz, Lúcio Fábio Caldas
Bahia, Márcia de Nazaré Miranda
Vaz, Márcia Soares Mattos
da Silva, Ramon Giovani Brandão
Veiga, Ruanita
Simionatto, Simone
Monteiro, Walter Aparecido Pimentel
Lima, William Alencar de Oliveira
Kiffer, Carlos Roberto Veiga
Campos Pignatari, Antonio Carlos
Cayô, Rodrigo
de Vasconcelos, Ana Tereza Ribeiro
Gales, Ana Cristina
author_facet de Carvalho, Fabíola Marques
Valiatti, Tiago Barcelos
Santos, Fernanda Fernandes
Silveira, Alessandro Conrado de Oliveira
Guimarães, Ana Paula C.
Gerber, Alexandra Lehmkuhl
Souza, Cintya de Oliveira
Cassu Corsi, Dandara
Brasiliense, Danielle Murici
Castelo-Branco, Débora de Souza Collares Maia
Anzai, Eleine Kuroki
Bessa-Neto, Francisco Ozório
Guedes, Glaucia Morgana de Melo
de Souza, Gleyce Hellen de Almeida
Lemos, Leandro Nascimento
Ferraz, Lúcio Fábio Caldas
Bahia, Márcia de Nazaré Miranda
Vaz, Márcia Soares Mattos
da Silva, Ramon Giovani Brandão
Veiga, Ruanita
Simionatto, Simone
Monteiro, Walter Aparecido Pimentel
Lima, William Alencar de Oliveira
Kiffer, Carlos Roberto Veiga
Campos Pignatari, Antonio Carlos
Cayô, Rodrigo
de Vasconcelos, Ana Tereza Ribeiro
Gales, Ana Cristina
author_sort de Carvalho, Fabíola Marques
collection PubMed
description The epidemiology of antimicrobial resistance (AMR) is complex, with multiple interfaces (human-animal-environment). In this context, One Health surveillance is essential for understanding the distribution of microorganisms and antimicrobial resistance genes (ARGs). This report describes a multicentric study undertaken to evaluate the bacterial communities and resistomes of food-producing animals (cattle, poultry, and swine) and healthy humans sampled simultaneously from five Brazilian regions. Metagenomic analysis showed that a total of 21,029 unique species were identified in 107 rectal swabs collected from distinct hosts, the highest numbers of which belonged to the domain Bacteria, mainly Ruminiclostridium spp. and Bacteroides spp., and the order Enterobacterales. We detected 405 ARGs for 12 distinct antimicrobial classes. Genes encoding antibiotic-modifying enzymes were the most frequent, followed by genes related to target alteration and efflux systems. Interestingly, carbapenemase-encoding genes such as bla(AIM-1), bla(CAM-1), bla(GIM-2), and bla(HMB-1) were identified in distinct hosts. Our results revealed that, in general, the bacterial communities from humans were present in isolated clusters, except for the Northeastern region, where an overlap of the bacterial species from humans and food-producing animals was observed. Additionally, a large resistome was observed among all analyzed hosts, with emphasis on the presence of carbapenemase-encoding genes not previously reported in Latin America. IMPORTANCE Humans and food production animals have been reported to be important reservoirs of antimicrobial resistance (AMR) genes (ARGs). The frequency of these multidrug-resistant (MDR) bacteria tends to be higher in low- and middle-income countries (LMICs), due mainly to a lack of public health policies. Although studies on AMR in humans or animals have been carried out in Brazil, this is the first multicenter study that simultaneously collected rectal swabs from humans and food-producing animals for metagenomics. Our results indicate high microbial diversity among all analyzed hosts, and several ARGs for different antimicrobial classes were also found. As far as we know, we have detected for the first time ARGs encoding carbapenemases, such as bla(AIM-1), bla(CAM-1), bla(GIM-2), and bla(HMB-1), in Latin America. Thus, our results support the importance of metagenomics as a tool to track the colonization of food-producing animals and humans by antimicrobial-resistant bacteria. In addition, a network surveillance system called GUARANI, created for this study, is ready to be expanded and to collect additional data.
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spelling pubmed-96026112022-10-27 Exploring the Bacteriome and Resistome of Humans and Food-Producing Animals in Brazil de Carvalho, Fabíola Marques Valiatti, Tiago Barcelos Santos, Fernanda Fernandes Silveira, Alessandro Conrado de Oliveira Guimarães, Ana Paula C. Gerber, Alexandra Lehmkuhl Souza, Cintya de Oliveira Cassu Corsi, Dandara Brasiliense, Danielle Murici Castelo-Branco, Débora de Souza Collares Maia Anzai, Eleine Kuroki Bessa-Neto, Francisco Ozório Guedes, Glaucia Morgana de Melo de Souza, Gleyce Hellen de Almeida Lemos, Leandro Nascimento Ferraz, Lúcio Fábio Caldas Bahia, Márcia de Nazaré Miranda Vaz, Márcia Soares Mattos da Silva, Ramon Giovani Brandão Veiga, Ruanita Simionatto, Simone Monteiro, Walter Aparecido Pimentel Lima, William Alencar de Oliveira Kiffer, Carlos Roberto Veiga Campos Pignatari, Antonio Carlos Cayô, Rodrigo de Vasconcelos, Ana Tereza Ribeiro Gales, Ana Cristina Microbiol Spectr Research Article The epidemiology of antimicrobial resistance (AMR) is complex, with multiple interfaces (human-animal-environment). In this context, One Health surveillance is essential for understanding the distribution of microorganisms and antimicrobial resistance genes (ARGs). This report describes a multicentric study undertaken to evaluate the bacterial communities and resistomes of food-producing animals (cattle, poultry, and swine) and healthy humans sampled simultaneously from five Brazilian regions. Metagenomic analysis showed that a total of 21,029 unique species were identified in 107 rectal swabs collected from distinct hosts, the highest numbers of which belonged to the domain Bacteria, mainly Ruminiclostridium spp. and Bacteroides spp., and the order Enterobacterales. We detected 405 ARGs for 12 distinct antimicrobial classes. Genes encoding antibiotic-modifying enzymes were the most frequent, followed by genes related to target alteration and efflux systems. Interestingly, carbapenemase-encoding genes such as bla(AIM-1), bla(CAM-1), bla(GIM-2), and bla(HMB-1) were identified in distinct hosts. Our results revealed that, in general, the bacterial communities from humans were present in isolated clusters, except for the Northeastern region, where an overlap of the bacterial species from humans and food-producing animals was observed. Additionally, a large resistome was observed among all analyzed hosts, with emphasis on the presence of carbapenemase-encoding genes not previously reported in Latin America. IMPORTANCE Humans and food production animals have been reported to be important reservoirs of antimicrobial resistance (AMR) genes (ARGs). The frequency of these multidrug-resistant (MDR) bacteria tends to be higher in low- and middle-income countries (LMICs), due mainly to a lack of public health policies. Although studies on AMR in humans or animals have been carried out in Brazil, this is the first multicenter study that simultaneously collected rectal swabs from humans and food-producing animals for metagenomics. Our results indicate high microbial diversity among all analyzed hosts, and several ARGs for different antimicrobial classes were also found. As far as we know, we have detected for the first time ARGs encoding carbapenemases, such as bla(AIM-1), bla(CAM-1), bla(GIM-2), and bla(HMB-1), in Latin America. Thus, our results support the importance of metagenomics as a tool to track the colonization of food-producing animals and humans by antimicrobial-resistant bacteria. In addition, a network surveillance system called GUARANI, created for this study, is ready to be expanded and to collect additional data. American Society for Microbiology 2022-08-22 /pmc/articles/PMC9602611/ /pubmed/35993730 http://dx.doi.org/10.1128/spectrum.00565-22 Text en Copyright © 2022 de Carvalho et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
de Carvalho, Fabíola Marques
Valiatti, Tiago Barcelos
Santos, Fernanda Fernandes
Silveira, Alessandro Conrado de Oliveira
Guimarães, Ana Paula C.
Gerber, Alexandra Lehmkuhl
Souza, Cintya de Oliveira
Cassu Corsi, Dandara
Brasiliense, Danielle Murici
Castelo-Branco, Débora de Souza Collares Maia
Anzai, Eleine Kuroki
Bessa-Neto, Francisco Ozório
Guedes, Glaucia Morgana de Melo
de Souza, Gleyce Hellen de Almeida
Lemos, Leandro Nascimento
Ferraz, Lúcio Fábio Caldas
Bahia, Márcia de Nazaré Miranda
Vaz, Márcia Soares Mattos
da Silva, Ramon Giovani Brandão
Veiga, Ruanita
Simionatto, Simone
Monteiro, Walter Aparecido Pimentel
Lima, William Alencar de Oliveira
Kiffer, Carlos Roberto Veiga
Campos Pignatari, Antonio Carlos
Cayô, Rodrigo
de Vasconcelos, Ana Tereza Ribeiro
Gales, Ana Cristina
Exploring the Bacteriome and Resistome of Humans and Food-Producing Animals in Brazil
title Exploring the Bacteriome and Resistome of Humans and Food-Producing Animals in Brazil
title_full Exploring the Bacteriome and Resistome of Humans and Food-Producing Animals in Brazil
title_fullStr Exploring the Bacteriome and Resistome of Humans and Food-Producing Animals in Brazil
title_full_unstemmed Exploring the Bacteriome and Resistome of Humans and Food-Producing Animals in Brazil
title_short Exploring the Bacteriome and Resistome of Humans and Food-Producing Animals in Brazil
title_sort exploring the bacteriome and resistome of humans and food-producing animals in brazil
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9602611/
https://www.ncbi.nlm.nih.gov/pubmed/35993730
http://dx.doi.org/10.1128/spectrum.00565-22
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