Metaphenomic Responses of a Native Prairie Soil Microbiome to Moisture Perturbations

ABSTRACT Climate change is causing shifts in precipitation patterns in the central grasslands of the United States, with largely unknown consequences on the collective physiological responses of the soil microbial community, i.e., the metaphenome. Here, we used an untargeted omics approach to determ...

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Autores principales: Taniya Roy Chowdhury, Joon-Yong Lee, Eric M. Bottos, Colin J. Brislawn, Richard Allen White, Lisa M. Bramer, Joseph Brown, Jeremy D. Zucker, Young-Mo Kim, Ari Jumpponen, Charles W. Rice, Sarah J. Fansler, Thomas O. Metz, Lee Ann McCue, Stephen J. Callister, Hyun-Seob Song, Janet K. Jansson
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Publicado: American Society for Microbiology 2019
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spelling oai:doaj.org-article:47047ddab7ff4fd997a736f630733e1b2021-12-02T18:39:47ZMetaphenomic Responses of a Native Prairie Soil Microbiome to Moisture Perturbations10.1128/mSystems.00061-192379-5077https://doaj.org/article/47047ddab7ff4fd997a736f630733e1b2019-08-01T00:00:00Zhttps://journals.asm.org/doi/10.1128/mSystems.00061-19https://doaj.org/toc/2379-5077ABSTRACT Climate change is causing shifts in precipitation patterns in the central grasslands of the United States, with largely unknown consequences on the collective physiological responses of the soil microbial community, i.e., the metaphenome. Here, we used an untargeted omics approach to determine the soil microbial community’s metaphenomic response to soil moisture and to define specific metabolic signatures of the response. Specifically, we aimed to develop the technical approaches and metabolic mapping framework necessary for future systematic ecological studies. We collected soil from three locations at the Konza Long-Term Ecological Research (LTER) field station in Kansas, and the soils were incubated for 15 days under dry or wet conditions and compared to field-moist controls. The microbiome response to wetting or drying was determined by 16S rRNA amplicon sequencing, metatranscriptomics, and metabolomics, and the resulting shifts in taxa, gene expression, and metabolites were assessed. Soil drying resulted in significant shifts in both the composition and function of the soil microbiome. In contrast, there were few changes following wetting. The combined metabolic and metatranscriptomic data were used to generate reaction networks to determine the metaphenomic response to soil moisture transitions. Site location was a strong determinant of the response of the soil microbiome to moisture perturbations. However, some specific metabolic pathways changed consistently across sites, including an increase in pathways and metabolites for production of sugars and other osmolytes as a response to drying. Using this approach, we demonstrate that despite the high complexity of the soil habitat, it is possible to generate insight into the effect of environmental change on the soil microbiome and its physiology and functions, thus laying the groundwork for future, targeted studies. IMPORTANCE Climate change is predicted to result in increased drought extent and intensity in the highly productive, former tallgrass prairie region of the continental United States. These soils store large reserves of carbon. The decrease in soil moisture due to drought has largely unknown consequences on soil carbon cycling and other key biogeochemical cycles carried out by soil microbiomes. In this study, we found that soil drying had a significant impact on the structure and function of soil microbial communities, including shifts in expression of specific metabolic pathways, such as those leading toward production of osmoprotectant compounds. This study demonstrates the application of an untargeted multi-omics approach to decipher details of the soil microbial community’s metaphenotypic response to environmental perturbations and should be applicable to studies of other complex microbial systems as well.Taniya Roy ChowdhuryJoon-Yong LeeEric M. BottosColin J. BrislawnRichard Allen WhiteLisa M. BramerJoseph BrownJeremy D. ZuckerYoung-Mo KimAri JumpponenCharles W. RiceSarah J. FanslerThomas O. MetzLee Ann McCueStephen J. CallisterHyun-Seob SongJanet K. JanssonAmerican Society for Microbiologyarticlemetaphenomemetatranscriptomemulti-omicssoil microbiomeMicrobiologyQR1-502ENmSystems, Vol 4, Iss 4 (2019)
institution DOAJ
collection DOAJ
language EN
topic metaphenome
metatranscriptome
multi-omics
soil microbiome
Microbiology
QR1-502
spellingShingle metaphenome
metatranscriptome
multi-omics
soil microbiome
Microbiology
QR1-502
Taniya Roy Chowdhury
Joon-Yong Lee
Eric M. Bottos
Colin J. Brislawn
Richard Allen White
Lisa M. Bramer
Joseph Brown
Jeremy D. Zucker
Young-Mo Kim
Ari Jumpponen
Charles W. Rice
Sarah J. Fansler
Thomas O. Metz
Lee Ann McCue
Stephen J. Callister
Hyun-Seob Song
Janet K. Jansson
Metaphenomic Responses of a Native Prairie Soil Microbiome to Moisture Perturbations
description ABSTRACT Climate change is causing shifts in precipitation patterns in the central grasslands of the United States, with largely unknown consequences on the collective physiological responses of the soil microbial community, i.e., the metaphenome. Here, we used an untargeted omics approach to determine the soil microbial community’s metaphenomic response to soil moisture and to define specific metabolic signatures of the response. Specifically, we aimed to develop the technical approaches and metabolic mapping framework necessary for future systematic ecological studies. We collected soil from three locations at the Konza Long-Term Ecological Research (LTER) field station in Kansas, and the soils were incubated for 15 days under dry or wet conditions and compared to field-moist controls. The microbiome response to wetting or drying was determined by 16S rRNA amplicon sequencing, metatranscriptomics, and metabolomics, and the resulting shifts in taxa, gene expression, and metabolites were assessed. Soil drying resulted in significant shifts in both the composition and function of the soil microbiome. In contrast, there were few changes following wetting. The combined metabolic and metatranscriptomic data were used to generate reaction networks to determine the metaphenomic response to soil moisture transitions. Site location was a strong determinant of the response of the soil microbiome to moisture perturbations. However, some specific metabolic pathways changed consistently across sites, including an increase in pathways and metabolites for production of sugars and other osmolytes as a response to drying. Using this approach, we demonstrate that despite the high complexity of the soil habitat, it is possible to generate insight into the effect of environmental change on the soil microbiome and its physiology and functions, thus laying the groundwork for future, targeted studies. IMPORTANCE Climate change is predicted to result in increased drought extent and intensity in the highly productive, former tallgrass prairie region of the continental United States. These soils store large reserves of carbon. The decrease in soil moisture due to drought has largely unknown consequences on soil carbon cycling and other key biogeochemical cycles carried out by soil microbiomes. In this study, we found that soil drying had a significant impact on the structure and function of soil microbial communities, including shifts in expression of specific metabolic pathways, such as those leading toward production of osmoprotectant compounds. This study demonstrates the application of an untargeted multi-omics approach to decipher details of the soil microbial community’s metaphenotypic response to environmental perturbations and should be applicable to studies of other complex microbial systems as well.
format article
author Taniya Roy Chowdhury
Joon-Yong Lee
Eric M. Bottos
Colin J. Brislawn
Richard Allen White
Lisa M. Bramer
Joseph Brown
Jeremy D. Zucker
Young-Mo Kim
Ari Jumpponen
Charles W. Rice
Sarah J. Fansler
Thomas O. Metz
Lee Ann McCue
Stephen J. Callister
Hyun-Seob Song
Janet K. Jansson
author_facet Taniya Roy Chowdhury
Joon-Yong Lee
Eric M. Bottos
Colin J. Brislawn
Richard Allen White
Lisa M. Bramer
Joseph Brown
Jeremy D. Zucker
Young-Mo Kim
Ari Jumpponen
Charles W. Rice
Sarah J. Fansler
Thomas O. Metz
Lee Ann McCue
Stephen J. Callister
Hyun-Seob Song
Janet K. Jansson
author_sort Taniya Roy Chowdhury
title Metaphenomic Responses of a Native Prairie Soil Microbiome to Moisture Perturbations
title_short Metaphenomic Responses of a Native Prairie Soil Microbiome to Moisture Perturbations
title_full Metaphenomic Responses of a Native Prairie Soil Microbiome to Moisture Perturbations
title_fullStr Metaphenomic Responses of a Native Prairie Soil Microbiome to Moisture Perturbations
title_full_unstemmed Metaphenomic Responses of a Native Prairie Soil Microbiome to Moisture Perturbations
title_sort metaphenomic responses of a native prairie soil microbiome to moisture perturbations
publisher American Society for Microbiology
publishDate 2019
url https://doaj.org/article/47047ddab7ff4fd997a736f630733e1b
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