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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...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2021
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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. |
format | Online Article Text |
id | pubmed-8353387 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
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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