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Metagenomic insights for antimicrobial resistance surveillance in soils with different land uses in Brazil

João Vitor Wagner Ordine, Gabrielle Messias de Souza, Gustavo Tamasco, Stela Virgilio, Ana Flávia Tonelli Fernandes, View ORCID ProfileRafael Silva-Rocha, View ORCID ProfileMaría-Eugenia Guazzaroni
doi: https://doi.org/10.1101/2022.12.05.519117
João Vitor Wagner Ordine
1Department of Biology, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, University of São Paulo, Ribeirão Preto, SP, Brazil; (J.V.W.O.); (G.M.S.); (A.F.T.S.); (M-E.G.)
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  • For correspondence: joaoordine@usp.br gabriellemessias@usp.br afscaranello@gmail.com meguazzaroni@ffclrp.usp.br
Gabrielle Messias de Souza
1Department of Biology, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, University of São Paulo, Ribeirão Preto, SP, Brazil; (J.V.W.O.); (G.M.S.); (A.F.T.S.); (M-E.G.)
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  • For correspondence: joaoordine@usp.br gabriellemessias@usp.br afscaranello@gmail.com meguazzaroni@ffclrp.usp.br
Gustavo Tamasco
2ByMyCell Inova Simples. Av. Dra. Nadir Águiar, 1805 – Supera Parque, Ribeirão Preto, SP, Brazil; (G.T.); (S.V.); (R.S-R.)
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  • For correspondence: gustavo@bymycell.com stela@bymycell.com rafael@bymycell.com
Stela Virgilio
2ByMyCell Inova Simples. Av. Dra. Nadir Águiar, 1805 – Supera Parque, Ribeirão Preto, SP, Brazil; (G.T.); (S.V.); (R.S-R.)
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  • For correspondence: gustavo@bymycell.com stela@bymycell.com rafael@bymycell.com
Ana Flávia Tonelli Fernandes
1Department of Biology, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, University of São Paulo, Ribeirão Preto, SP, Brazil; (J.V.W.O.); (G.M.S.); (A.F.T.S.); (M-E.G.)
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  • For correspondence: joaoordine@usp.br gabriellemessias@usp.br afscaranello@gmail.com meguazzaroni@ffclrp.usp.br
Rafael Silva-Rocha
2ByMyCell Inova Simples. Av. Dra. Nadir Águiar, 1805 – Supera Parque, Ribeirão Preto, SP, Brazil; (G.T.); (S.V.); (R.S-R.)
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  • For correspondence: gustavo@bymycell.com stela@bymycell.com rafael@bymycell.com
María-Eugenia Guazzaroni
1Department of Biology, Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, University of São Paulo, Ribeirão Preto, SP, Brazil; (J.V.W.O.); (G.M.S.); (A.F.T.S.); (M-E.G.)
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  • For correspondence: meguazzaroni@ffclrp.usp.br joaoordine@usp.br gabriellemessias@usp.br afscaranello@gmail.com meguazzaroni@ffclrp.usp.br
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Abstract

Anthropization in terrestrial environments commonly leads to land use transformation, changing soil properties and their microbial communities. This, combined with the exacerbated use of antibiotics in human and animal health promotes the expansion of the soil resistome. Considering the urgent need for surveillance of antimicrobial resistance (AMR), we aimed to evaluate how different land practices (urban, farming and forest) can affect the soil resistome and the dynamics of their bacterial communities. We collected eight soil samples from different locations in the countryside of São Paulo (Brazil), assessed the community profiles based on 16S rRNA sequencing and analyzed the soil metagenomes based on shotgun sequencing. Our results highlight differences in the communities’ structure and their dynamics which were correlated with land practices. Additionally, differences were observed in the abundance and diversity of antibiotic resistance genes (ARGs) and virulence factors (VFs) across studied soils, where a higher presence and homogeneity of vanRO, mtrA and rbpA genes were detected in livestock soils. We observed that Staphylococcus and Bacillus are positively correlated with each other and are markers for agricultural communities. Moreover, the abundance and diversity of ARGs and VFs observed in farming soils raises concerns regarding the potential spread of these genes in the environment. Together, our findings reinforce the importance and urgency of AMR surveillance in the environment, especially in soils undergoing deep land use transformations due to anthropic activity.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted December 05, 2022.
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Metagenomic insights for antimicrobial resistance surveillance in soils with different land uses in Brazil
João Vitor Wagner Ordine, Gabrielle Messias de Souza, Gustavo Tamasco, Stela Virgilio, Ana Flávia Tonelli Fernandes, Rafael Silva-Rocha, María-Eugenia Guazzaroni
bioRxiv 2022.12.05.519117; doi: https://doi.org/10.1101/2022.12.05.519117
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Metagenomic insights for antimicrobial resistance surveillance in soils with different land uses in Brazil
João Vitor Wagner Ordine, Gabrielle Messias de Souza, Gustavo Tamasco, Stela Virgilio, Ana Flávia Tonelli Fernandes, Rafael Silva-Rocha, María-Eugenia Guazzaroni
bioRxiv 2022.12.05.519117; doi: https://doi.org/10.1101/2022.12.05.519117

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