Vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profiles

Abstract Every year around 300 Gl of vinasse, a by-product of ethanol distillation in sugarcane mills, are flushed into more than 9 Mha of sugarcane cropland in Brazil. This practice links fermentation waste management to fertilization for plant biomass production, and it is known as fertirrigation....

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Main Authors: Lucas P. P. Braga, Rafael F. Alves, Marina T. F. Dellias, Acacio A. Navarrete, Thiago O. Basso, Siu M. Tsai
Format: Article
Language:English
Published: BMC 2017-05-01
Series:BioData Mining
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13040-017-0138-4
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spelling doaj-4b7471573dd04b19af04cd355f95ef462020-11-25T00:24:08ZengBMCBioData Mining1756-03812017-05-011011710.1186/s13040-017-0138-4Vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profilesLucas P. P. Braga0Rafael F. Alves1Marina T. F. Dellias2Acacio A. Navarrete3Thiago O. Basso4Siu M. Tsai5Cell and Molecular Biology Laboratory, Center for Nuclear Energy in Agriculture (CENA), University of São Paulo (USP)Brazilian Bioethanol Science and Technology Laboratory (CTBE), University of Campinas (Unicamp)Cell and Molecular Biology Laboratory, Center for Nuclear Energy in Agriculture (CENA), University of São Paulo (USP)Cell and Molecular Biology Laboratory, Center for Nuclear Energy in Agriculture (CENA), University of São Paulo (USP)Department of Chemical Engineering, Polytechnic School, University of São PauloCell and Molecular Biology Laboratory, Center for Nuclear Energy in Agriculture (CENA), University of São Paulo (USP)Abstract Every year around 300 Gl of vinasse, a by-product of ethanol distillation in sugarcane mills, are flushed into more than 9 Mha of sugarcane cropland in Brazil. This practice links fermentation waste management to fertilization for plant biomass production, and it is known as fertirrigation. Here we evaluate public datasets of soil metagenomes mining for changes in antibiotic resistance genes (ARGs) of soils from sugarcane mesocosms repeatedly amended with vinasse. The metagenomes were annotated using the ResFam database. We found that the abundance of open read frames (ORFs) annotated as ARGs changed significantly across 43 different families (p-value < 0.05). Co-occurrence network analysis revealed distinct patterns of interactions among ARGs, suggesting that nutrient amendment to soil microbial communities can impact on the coevolutionary dynamics of indigenous ARGs within soil resistome.http://link.springer.com/article/10.1186/s13040-017-0138-4SugarcaneVinasseResistomeAntibioticsResistance genesMetagenomic profiles
collection DOAJ
language English
format Article
sources DOAJ
author Lucas P. P. Braga
Rafael F. Alves
Marina T. F. Dellias
Acacio A. Navarrete
Thiago O. Basso
Siu M. Tsai
spellingShingle Lucas P. P. Braga
Rafael F. Alves
Marina T. F. Dellias
Acacio A. Navarrete
Thiago O. Basso
Siu M. Tsai
Vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profiles
BioData Mining
Sugarcane
Vinasse
Resistome
Antibiotics
Resistance genes
Metagenomic profiles
author_facet Lucas P. P. Braga
Rafael F. Alves
Marina T. F. Dellias
Acacio A. Navarrete
Thiago O. Basso
Siu M. Tsai
author_sort Lucas P. P. Braga
title Vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profiles
title_short Vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profiles
title_full Vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profiles
title_fullStr Vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profiles
title_full_unstemmed Vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profiles
title_sort vinasse fertirrigation alters soil resistome dynamics: an analysis based on metagenomic profiles
publisher BMC
series BioData Mining
issn 1756-0381
publishDate 2017-05-01
description Abstract Every year around 300 Gl of vinasse, a by-product of ethanol distillation in sugarcane mills, are flushed into more than 9 Mha of sugarcane cropland in Brazil. This practice links fermentation waste management to fertilization for plant biomass production, and it is known as fertirrigation. Here we evaluate public datasets of soil metagenomes mining for changes in antibiotic resistance genes (ARGs) of soils from sugarcane mesocosms repeatedly amended with vinasse. The metagenomes were annotated using the ResFam database. We found that the abundance of open read frames (ORFs) annotated as ARGs changed significantly across 43 different families (p-value < 0.05). Co-occurrence network analysis revealed distinct patterns of interactions among ARGs, suggesting that nutrient amendment to soil microbial communities can impact on the coevolutionary dynamics of indigenous ARGs within soil resistome.
topic Sugarcane
Vinasse
Resistome
Antibiotics
Resistance genes
Metagenomic profiles
url http://link.springer.com/article/10.1186/s13040-017-0138-4
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AT marinatfdellias vinassefertirrigationalterssoilresistomedynamicsananalysisbasedonmetagenomicprofiles
AT acacioanavarrete vinassefertirrigationalterssoilresistomedynamicsananalysisbasedonmetagenomicprofiles
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AT siumtsai vinassefertirrigationalterssoilresistomedynamicsananalysisbasedonmetagenomicprofiles
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