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Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective

As wheat (Triticum aestivum) is an important staple food across the world, preservation of stable yields and increased productivity are major objectives in breeding programs. Drought is a global concern because its adverse impact is expected to be amplified in the future due to the current climate c...

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Autores principales: Si, Jiyeon, Froussart, Emilie, Viaene, Tom, Vázquez-Castellanos, Jorge F., Hamonts, Kelly, Tang, Lin, Beirinckx, Stien, De Keyser, Annick, Deckers, Tibby, Amery, Fien, Vandenabeele, Steven, Raes, Jeroen, Goormachtig, Sofie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353387/
https://www.ncbi.nlm.nih.gov/pubmed/34429844
http://dx.doi.org/10.1016/j.csbj.2021.07.027
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author Si, Jiyeon
Froussart, Emilie
Viaene, Tom
Vázquez-Castellanos, Jorge F.
Hamonts, Kelly
Tang, Lin
Beirinckx, Stien
De Keyser, Annick
Deckers, Tibby
Amery, Fien
Vandenabeele, Steven
Raes, Jeroen
Goormachtig, Sofie
author_facet Si, Jiyeon
Froussart, Emilie
Viaene, Tom
Vázquez-Castellanos, Jorge F.
Hamonts, Kelly
Tang, Lin
Beirinckx, Stien
De Keyser, Annick
Deckers, Tibby
Amery, Fien
Vandenabeele, Steven
Raes, Jeroen
Goormachtig, Sofie
author_sort Si, Jiyeon
collection PubMed
description As wheat (Triticum aestivum) is an important staple food across the world, preservation of stable yields and increased productivity are major objectives in breeding programs. Drought is a global concern because its adverse impact is expected to be amplified in the future due to the current climate change. Here, we analyzed the effects of edaphic, environmental, and host factors on the wheat root microbiomes collected in soils from six regions in Belgium. Amplicon sequencing analysis of unplanted soil and wheat root endosphere samples indicated that the microbial community variations can be significantly explained by soil pH, microbial biomass, wheat genotype, and soil sodium and iron levels. Under drought stress, the biodiversity in the soil decreased significantly, but increased in the root endosphere community, where specific soil parameters seemingly determine the enrichment of bacterial groups. Indeed, we identified a cluster of drought-enriched bacteria that significantly correlated with soil compositions. Interestingly, integration of a functional analysis further revealed a strong correlation between the same cluster of bacteria and β-glucosidase and osmoprotectant proteins, two functions known to be involved in coping with drought stress. By means of this in silico analysis, we identified amplicon sequence variants (ASVs) that could potentially protect the plant from drought stress and validated them in planta. Yet, ASVs based on 16S rRNA sequencing data did not completely distinguish individual isolates because of their intrinsic short sequences. Our findings support the efforts to maintain stable crop yields under drought conditions through implementation of root microbiome analyses.
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spelling pubmed-83533872021-08-23 Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective Si, Jiyeon Froussart, Emilie Viaene, Tom Vázquez-Castellanos, Jorge F. Hamonts, Kelly Tang, Lin Beirinckx, Stien De Keyser, Annick Deckers, Tibby Amery, Fien Vandenabeele, Steven Raes, Jeroen Goormachtig, Sofie Comput Struct Biotechnol J Research Article As wheat (Triticum aestivum) is an important staple food across the world, preservation of stable yields and increased productivity are major objectives in breeding programs. Drought is a global concern because its adverse impact is expected to be amplified in the future due to the current climate change. Here, we analyzed the effects of edaphic, environmental, and host factors on the wheat root microbiomes collected in soils from six regions in Belgium. Amplicon sequencing analysis of unplanted soil and wheat root endosphere samples indicated that the microbial community variations can be significantly explained by soil pH, microbial biomass, wheat genotype, and soil sodium and iron levels. Under drought stress, the biodiversity in the soil decreased significantly, but increased in the root endosphere community, where specific soil parameters seemingly determine the enrichment of bacterial groups. Indeed, we identified a cluster of drought-enriched bacteria that significantly correlated with soil compositions. Interestingly, integration of a functional analysis further revealed a strong correlation between the same cluster of bacteria and β-glucosidase and osmoprotectant proteins, two functions known to be involved in coping with drought stress. By means of this in silico analysis, we identified amplicon sequence variants (ASVs) that could potentially protect the plant from drought stress and validated them in planta. Yet, ASVs based on 16S rRNA sequencing data did not completely distinguish individual isolates because of their intrinsic short sequences. Our findings support the efforts to maintain stable crop yields under drought conditions through implementation of root microbiome analyses. Research Network of Computational and Structural Biotechnology 2021-07-24 /pmc/articles/PMC8353387/ /pubmed/34429844 http://dx.doi.org/10.1016/j.csbj.2021.07.027 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Si, Jiyeon
Froussart, Emilie
Viaene, Tom
Vázquez-Castellanos, Jorge F.
Hamonts, Kelly
Tang, Lin
Beirinckx, Stien
De Keyser, Annick
Deckers, Tibby
Amery, Fien
Vandenabeele, Steven
Raes, Jeroen
Goormachtig, Sofie
Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective
title Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective
title_full Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective
title_fullStr Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective
title_full_unstemmed Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective
title_short Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective
title_sort interactions between soil compositions and the wheat root microbiome under drought stress: from an in silico to in planta perspective
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8353387/
https://www.ncbi.nlm.nih.gov/pubmed/34429844
http://dx.doi.org/10.1016/j.csbj.2021.07.027
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