Soil microbiome responses to the short-term effects of Amazonian deforestation
Slash‐and‐burn clearing of forest typically results in increase in soil nutrient availability. However, the impact of these nutrients on the soil microbiome is not known. Using next generation sequencing of 16S rRNA gene and shotgun metagenomic DNA, we compared the structure and the potential functi...
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Published in: | Molecular ecology Vol. 24; no. 10; pp. 2433 - 2448 |
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Main Authors: | , , , , , , , , |
Format: | Journal Article |
Language: | English |
Published: |
England
Blackwell Publishing Ltd
01-05-2015
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Subjects: | |
Online Access: | Get full text |
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Summary: | Slash‐and‐burn clearing of forest typically results in increase in soil nutrient availability. However, the impact of these nutrients on the soil microbiome is not known. Using next generation sequencing of 16S rRNA gene and shotgun metagenomic DNA, we compared the structure and the potential functions of bacterial community in forest soils to deforested soils in the Amazon region and related the differences to soil chemical factors. Deforestation decreased soil organic matter content and factors linked to soil acidity and raised soil pH, base saturation and exchangeable bases. Concomitant to expected changes in soil chemical factors, we observed an increase in the alpha diversity of the bacterial microbiota and relative abundances of putative copiotrophic bacteria such as Actinomycetales and a decrease in the relative abundances of bacterial taxa such as Chlamydiae, Planctomycetes and Verrucomicrobia in the deforested soils. We did not observe an increase in genes related to microbial nutrient metabolism in deforested soils. However, we did observe changes in community functions such as increases in DNA repair, protein processing, modification, degradation and folding functions, and these functions might reflect adaptation to changes in soil characteristics due to forest clear‐cutting and burning. In addition, there were changes in the composition of the bacterial groups associated with metabolism‐related functions. Co‐occurrence microbial network analysis identified distinct phylogenetic patterns for forest and deforested soils and suggested relationships between Planctomycetes and aluminium content, and Actinobacteria and nitrogen sources in Amazon soils. The results support taxonomic and functional adaptations in the soil bacterial community following deforestation. We hypothesize that these microbial adaptations may serve as a buffer to drastic changes in soil fertility after slash‐and‐burning deforestation in the Amazon region. |
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Bibliography: | Coordenação de Aperfeiçoamento de Pessoal de Nível Superior CAPES/Wageningen - No. 2238/10-1 ArticleID:MEC13172 NIOO-KNAW - No. 5618 Netherlands Institute of Ecology EcoLinc Dutch programme Conselho Nacional de Desenvolvimento Científico CNPq - No. 152084/2011-8; No. 485801/2011-6 Fig. S1 Location of the sampling areas 1, 2 and 3 in the Brazilian Amazon.Fig. S2 Cumulative values of richness (A), evenness (B) and diversity (C) plotted as a function of the cumulative number of samples from forest and deforested sites based on 16S rRNA amplicons.Fig. S3 PCoA analyses of the soil bacterial community in deforested sites versus forest sites, based on generalized UniFrac (A) and weighted UniFrac (B) distances between samples given branch length of the OTU phylogenetic tree.Fig. S4 Profile scatter plot indicating the relative proportion of sequences at the 2 level (SEED database) determined for (A) DNA metabolism and (B) protein metabolism using Statistical Analysis of Metagenomic Profiles (STAMP) software.Fig. S5 Overview of the networks for bacterial communities based on shotgun metagenomic data affiliated to taxonomy using SEED database with MG-RAST and soil chemical factors in (A) forest and (B) deforested soils.Fig. S6 Overview of the networks for bacterial communities based on shotgun metagenomic data binned to taxonomy using MetaPhlAn and soil factors in (A) forest and (B) deforested soils.Table S1 Characteristics of the three replicate primary forest and adjacent deforested sites located at three discontinuous areas in the Brazilian Amazon. Table S2 List of public access numbers of the pyrosequencing runs of 16S rRNA gene amplicons uploaded to the European Nucleotide Archive (ENA) and barcode information. Table S3 List of public access codes of the clean metagenomic sequencing datasets uploaded to the metagenomic RAST (MG-RAST) server. Table S4 Soil chemical factors of the 0- to 20-cm topsoil layer at forest and deforested sites from three discontinuous areas in the Brazilian Amazon. Fundação de Amparo à Pesquisa do Estado de São Paulo FAPESP - No. 2008/58114-3; No. 2011/517449-6 istex:A3695276A276811ED2EFEE06B0AD7DAACA9B4C02 ark:/67375/WNG-Z27Z2C85-Q ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0962-1083 1365-294X |
DOI: | 10.1111/mec.13172 |