Microbial co-occurrence network and its key microorganisms in soil with permanent application of composted tannery sludge
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , , , , , , , |
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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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 |
_version_ |
1813028918551117824 |