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Farming systems influence the compositional, structural, and functional characteristics of the sugarcane-associated microbiome

dc.contributor.authorde Carvalho, Lucas Amoroso Lopes [UNESP]
dc.contributor.authorTeheran-Sierra, Luis Guillermo [UNESP]
dc.contributor.authorFunnicelli, Michelli Inácio Gonçalves [UNESP]
dc.contributor.authorda Silva, Rafael Correia [UNESP]
dc.contributor.authorCampanari, Maria Fernanda Zaneli [UNESP]
dc.contributor.authorde Souza, Rafael Soares Correa
dc.contributor.authorArruda, Paulo
dc.contributor.authorSoares, Marcos Antônio
dc.contributor.authorPinheiro, Daniel Guariz [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.contributor.institutionUniversidade Estadual de Campinas (UNICAMP)
dc.contributor.institutionFederal University of Mato Grosso (UFMT)
dc.date.accessioned2022-04-28T19:44:41Z
dc.date.available2022-04-28T19:44:41Z
dc.date.issued2021-11-01
dc.description.abstractSugarcane (Saccharum spp.) has been produced worldwide as a relevant source of food and sustainable energy. However, the constant need to increase crop yield has led to excessive use of synthetic agrochemical inputs such as inorganic fertilizers, herbicides, and pesticides in plant cultures. It is known that these conventional practices can lead to deleterious effects on health and the environment. Organic farming emerges as a sustainable alternative to conventional systems; however, farm management influences in plant-associated microbiomes remain unclear. Here, the aim is to identify the effects of farming systems on the sugarcane microbiota. To address this issue, we sampled the microbiota from soils and plants under organic and conventional farming from two crop fields in Brazil. Then, we evaluated their compositional, structural, and functional traits through amplification and sequencing of phylogenetic markers of bacteria (16S rRNA gene, V3-V4 region) and fungi (Internal Transcribed Spacer - ITS2). The data processing and analyses by the DADA2 pipeline revealed 12,839 bacterial and 3,222 fungal sequence variants. Moreover, differences between analogous niches were detected considering the contrasting farming systems, with samples from the conventional system showing a slightly greater richness and diversity of microorganisms. The composition is also different between the farming systems, with 389 and 401 differentially abundant taxa for bacteria and fungi, respectively, including taxa capable of promoting plant growth. The microbial co-occurrence networks showed structural changes in microbial communities, where organic networks were more cohesive since they had closer taxa and less modularity by niches. Finally, the functional prediction revealed enriched metabolic pathways, including the increased presence of antimicrobial resistance in the conventional farming system. Taken together, our findings reveal functional, structural, and compositional adaptations of the microbial communities associated with sugarcane plants in the field, according to farming management. With this, we point out the need to unravel the mechanisms driving these adaptations.en
dc.description.affiliationLaboratory of Bioinformatics Department of Agricultural and Environmental Biotechnology São Paulo State University (UNESP) School of Agricultural and Veterinary Sciences
dc.description.affiliationGraduate Program in Agricultural and Livestock Microbiology São Paulo State University (UNESP) School of Agricultural and Veterinary Sciences
dc.description.affiliationCenter for Molecular Biology and Genetic Engineering University of Campinas (UNICAMP)
dc.description.affiliationGenomics for Climate Change Research Center (GCCRC) University of Campinas (UNICAMP)
dc.description.affiliationDepartment of Genetics Evolution and Bioagents Institute of Biology University of Campinas (UNICAMP)
dc.description.affiliationDepartment of Botany and Ecology Federal University of Mato Grosso (UFMT), Av. Fernando Corrêa 2367
dc.description.affiliationUnespLaboratory of Bioinformatics Department of Agricultural and Environmental Biotechnology São Paulo State University (UNESP) School of Agricultural and Veterinary Sciences
dc.description.affiliationUnespGraduate Program in Agricultural and Livestock Microbiology São Paulo State University (UNESP) School of Agricultural and Veterinary Sciences
dc.description.sponsorshipCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.description.sponsorshipIdFAPESP: 2017/09008-5
dc.identifierhttp://dx.doi.org/10.1016/j.micres.2021.126866
dc.identifier.citationMicrobiological Research, v. 252.
dc.identifier.doi10.1016/j.micres.2021.126866
dc.identifier.issn0944-5013
dc.identifier.scopus2-s2.0-85115038158
dc.identifier.urihttp://hdl.handle.net/11449/222430
dc.language.isoeng
dc.relation.ispartofMicrobiological Research
dc.sourceScopus
dc.subjectMetabarcoding
dc.subjectMicrobial network
dc.subjectOrganic farming
dc.subjectSugarcane microbiome
dc.subjectSustainability
dc.titleFarming systems influence the compositional, structural, and functional characteristics of the sugarcane-associated microbiomeen
dc.typeArtigopt
dspace.entity.typePublication
unesp.author.orcid0000-0001-6222-4534 0000-0001-6222-4534[1]
unesp.author.orcid0000-0002-2423-5184 0000-0002-2423-5184[2]
unesp.author.orcid0000-0002-8938-3188[8]
unesp.author.orcid0000-0001-7062-5936[9]
unesp.campusUniversidade Estadual Paulista (UNESP), Faculdade de Ciências Agrárias e Veterinárias, Jaboticabalpt

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