Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge

Detalhes bibliográficos
Autor(a) principal: Ishimoto, Caroline Kie
Data de Publicação: 2021
Outros Autores: Aono, Alexandre Hild, Nagai, James Shiniti, Sousa, Hério, Miranda, Ana Roberta Lima, Melo, Vania Maria Maciel, Mendes, Lucas William, Araujo, Fabio Fernando, Melo, Wanderley José de, Kuroshu, Reginaldo Massanobu, Esposito, Elisa, Araujo, Ademir Sergio Ferreira
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Institucional da Universidade Federal do Ceará (UFC)
Texto Completo: http://www.repositorio.ufc.br/handle/riufc/64283
Resumo: Soil microbial communities act on important environmental processes, being sensitive to the application of wastes, mainly those potential contaminants, such as tannery sludge. Due to the microbiome complexity, graph-theoretical approaches have been applied to represent model microbial communities interactions and identify important taxa, mainly in contaminated soils. Herein, we performed network and statistical analyses into microbial 16S rRNA gene sequencing data from soil samples with the application of different levels of composted tannery sludge (CTS) to assess the most connected nodes and the nodes that act as bridges to identify key microbes within each community. The network analysis revealed hubs belonging to Proteobacteria in soil with lower CTS rates, while active degraders of recalcitrant and pollutant chemical hubs belonging to Proteobacteria and Actinobacteria were found in soils under the highest CTS rates. The majority of classified connectors belonged to Actinobacteria, but similarly to hubs taxa, they shifted from metabolic functional profile to taxa with abilities to degrade toxic compounds, revealing a soil perturbation with the CTS application on community organization, which also impacted the community modularity. Members of Actinobacteria and Acidobacteria were identified as both hub and connector suggesting their role as keystone groups. Thus, these results offered us interesting insights about crucial taxa, their response to environmental alterations, and possible implications for the ecosystem.
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spelling Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludgeArchaeal communityBacterial communityKey microbesNext-generation sequencingSoil microbial communities act on important environmental processes, being sensitive to the application of wastes, mainly those potential contaminants, such as tannery sludge. Due to the microbiome complexity, graph-theoretical approaches have been applied to represent model microbial communities interactions and identify important taxa, mainly in contaminated soils. Herein, we performed network and statistical analyses into microbial 16S rRNA gene sequencing data from soil samples with the application of different levels of composted tannery sludge (CTS) to assess the most connected nodes and the nodes that act as bridges to identify key microbes within each community. The network analysis revealed hubs belonging to Proteobacteria in soil with lower CTS rates, while active degraders of recalcitrant and pollutant chemical hubs belonging to Proteobacteria and Actinobacteria were found in soils under the highest CTS rates. The majority of classified connectors belonged to Actinobacteria, but similarly to hubs taxa, they shifted from metabolic functional profile to taxa with abilities to degrade toxic compounds, revealing a soil perturbation with the CTS application on community organization, which also impacted the community modularity. Members of Actinobacteria and Acidobacteria were identified as both hub and connector suggesting their role as keystone groups. Thus, these results offered us interesting insights about crucial taxa, their response to environmental alterations, and possible implications for the ecosystem.Science of the Total Environment2022-03-04T17:17:23Z2022-03-04T17:17:23Z2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfISHIMOTO, Caroline Kie et al. Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge. Science of the Total Environment, [s. l.], v. 789, p. 1-10, 2021.http://www.repositorio.ufc.br/handle/riufc/64283Ishimoto, Caroline KieAono, Alexandre HildNagai, James ShinitiSousa, HérioMiranda, Ana Roberta LimaMelo, Vania Maria MacielMendes, Lucas WilliamAraujo, Fabio FernandoMelo, Wanderley José deKuroshu, Reginaldo MassanobuEsposito, ElisaAraujo, Ademir Sergio Ferreirainfo:eu-repo/semantics/openAccessporreponame:Repositório Institucional da Universidade Federal do Ceará (UFC)instname:Universidade Federal do Ceará (UFC)instacron:UFC2023-10-10T19:37:47Zoai:repositorio.ufc.br:riufc/64283Repositório InstitucionalPUBhttp://www.repositorio.ufc.br/ri-oai/requestbu@ufc.br || repositorio@ufc.bropendoar:2024-09-11T18:43:06.112714Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)false
dc.title.none.fl_str_mv Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
title Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
spellingShingle Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
Ishimoto, Caroline Kie
Archaeal community
Bacterial community
Key microbes
Next-generation sequencing
title_short Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
title_full Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
title_fullStr Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
title_full_unstemmed Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
title_sort Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
author Ishimoto, Caroline Kie
author_facet Ishimoto, Caroline Kie
Aono, Alexandre Hild
Nagai, James Shiniti
Sousa, Hério
Miranda, Ana Roberta Lima
Melo, Vania Maria Maciel
Mendes, Lucas William
Araujo, Fabio Fernando
Melo, Wanderley José de
Kuroshu, Reginaldo Massanobu
Esposito, Elisa
Araujo, Ademir Sergio Ferreira
author_role author
author2 Aono, Alexandre Hild
Nagai, James Shiniti
Sousa, Hério
Miranda, Ana Roberta Lima
Melo, Vania Maria Maciel
Mendes, Lucas William
Araujo, Fabio Fernando
Melo, Wanderley José de
Kuroshu, Reginaldo Massanobu
Esposito, Elisa
Araujo, Ademir Sergio Ferreira
author2_role author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Ishimoto, Caroline Kie
Aono, Alexandre Hild
Nagai, James Shiniti
Sousa, Hério
Miranda, Ana Roberta Lima
Melo, Vania Maria Maciel
Mendes, Lucas William
Araujo, Fabio Fernando
Melo, Wanderley José de
Kuroshu, Reginaldo Massanobu
Esposito, Elisa
Araujo, Ademir Sergio Ferreira
dc.subject.por.fl_str_mv Archaeal community
Bacterial community
Key microbes
Next-generation sequencing
topic Archaeal community
Bacterial community
Key microbes
Next-generation sequencing
description Soil microbial communities act on important environmental processes, being sensitive to the application of wastes, mainly those potential contaminants, such as tannery sludge. Due to the microbiome complexity, graph-theoretical approaches have been applied to represent model microbial communities interactions and identify important taxa, mainly in contaminated soils. Herein, we performed network and statistical analyses into microbial 16S rRNA gene sequencing data from soil samples with the application of different levels of composted tannery sludge (CTS) to assess the most connected nodes and the nodes that act as bridges to identify key microbes within each community. The network analysis revealed hubs belonging to Proteobacteria in soil with lower CTS rates, while active degraders of recalcitrant and pollutant chemical hubs belonging to Proteobacteria and Actinobacteria were found in soils under the highest CTS rates. The majority of classified connectors belonged to Actinobacteria, but similarly to hubs taxa, they shifted from metabolic functional profile to taxa with abilities to degrade toxic compounds, revealing a soil perturbation with the CTS application on community organization, which also impacted the community modularity. Members of Actinobacteria and Acidobacteria were identified as both hub and connector suggesting their role as keystone groups. Thus, these results offered us interesting insights about crucial taxa, their response to environmental alterations, and possible implications for the ecosystem.
publishDate 2021
dc.date.none.fl_str_mv 2021
2022-03-04T17:17:23Z
2022-03-04T17:17:23Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv ISHIMOTO, Caroline Kie et al. Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge. Science of the Total Environment, [s. l.], v. 789, p. 1-10, 2021.
http://www.repositorio.ufc.br/handle/riufc/64283
identifier_str_mv ISHIMOTO, Caroline Kie et al. Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge. Science of the Total Environment, [s. l.], v. 789, p. 1-10, 2021.
url http://www.repositorio.ufc.br/handle/riufc/64283
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Science of the Total Environment
publisher.none.fl_str_mv Science of the Total Environment
dc.source.none.fl_str_mv reponame:Repositório Institucional da Universidade Federal do Ceará (UFC)
instname:Universidade Federal do Ceará (UFC)
instacron:UFC
instname_str Universidade Federal do Ceará (UFC)
instacron_str UFC
institution UFC
reponame_str Repositório Institucional da Universidade Federal do Ceará (UFC)
collection Repositório Institucional da Universidade Federal do Ceará (UFC)
repository.name.fl_str_mv Repositório Institucional da Universidade Federal do Ceará (UFC) - Universidade Federal do Ceará (UFC)
repository.mail.fl_str_mv bu@ufc.br || repositorio@ufc.br
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