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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Format: | Article |
Language: | English |
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Elsevier
2021-01-01
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Series: | Computational and Structural Biotechnology Journal |
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Online Access: | http://www.sciencedirect.com/science/article/pii/S2001037021003172 |
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Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jiyeon Si Emilie Froussart Tom Viaene Jorge F. Vázquez-Castellanos Kelly Hamonts Lin Tang Stien Beirinckx Annick De Keyser Tibby Deckers Fien Amery Steven Vandenabeele Jeroen Raes Sofie Goormachtig |
spellingShingle |
Jiyeon Si Emilie Froussart Tom Viaene Jorge F. Vázquez-Castellanos Kelly Hamonts Lin Tang Stien Beirinckx Annick De Keyser Tibby Deckers Fien Amery Steven Vandenabeele Jeroen Raes Sofie Goormachtig Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspective Computational and Structural Biotechnology Journal Drought stress Soil compositions Soil microbiome Endosphere microbiome Plant Growth-Promoting Rhizobacteria (PGPR) Actinobacteria |
author_facet |
Jiyeon Si Emilie Froussart Tom Viaene Jorge F. Vázquez-Castellanos Kelly Hamonts Lin Tang Stien Beirinckx Annick De Keyser Tibby Deckers Fien Amery Steven Vandenabeele Jeroen Raes Sofie Goormachtig |
author_sort |
Jiyeon Si |
title |
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_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_sort |
interactions between soil compositions and the wheat root microbiome under drought stress: from an in silico to in planta perspective |
publisher |
Elsevier |
series |
Computational and Structural Biotechnology Journal |
issn |
2001-0370 |
publishDate |
2021-01-01 |
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. |
topic |
Drought stress Soil compositions Soil microbiome Endosphere microbiome Plant Growth-Promoting Rhizobacteria (PGPR) Actinobacteria |
url |
http://www.sciencedirect.com/science/article/pii/S2001037021003172 |
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doaj-c7b065245076425b8136d0c1aa9268542021-08-06T04:21:26ZengElsevierComputational and Structural Biotechnology Journal2001-03702021-01-011942354247Interactions between soil compositions and the wheat root microbiome under drought stress: From an in silico to in planta perspectiveJiyeon Si0Emilie Froussart1Tom Viaene2Jorge F. Vázquez-Castellanos3Kelly Hamonts4Lin Tang5Stien Beirinckx6Annick De Keyser7Tibby Deckers8Fien Amery9Steven Vandenabeele10Jeroen Raes11Sofie Goormachtig12Laboratory of Molecular Bacteriology. Department of Microbiology and Immunology, Rega Institute, Katholieke Universiteit Leuven, 3000 Leuven, Belgium; Center for Microbiology, VIB, 3000 Leuven, Belgium; Medical Science Research Institute, School of Medicine, Sungkyunkwan University (SKKU), Suwon 16419, Republic of KoreaDepartment of Plant Biotechnology and Bioinformatics, Ghent University, 90e2 Ghent, Belgium; Center for Plant Systems Biology, VIB, 9052 Gent, BelgiumAphea.bio NV, 90e2 Gent, BelgiumLaboratory of Molecular Bacteriology. Department of Microbiology and Immunology, Rega Institute, Katholieke Universiteit Leuven, 3000 Leuven, Belgium; Center for Microbiology, VIB, 3000 Leuven, BelgiumAphea.bio NV, 90e2 Gent, BelgiumDepartment of Plant Biotechnology and Bioinformatics, Ghent University, 90e2 Ghent, Belgium; Center for Plant Systems Biology, VIB, 9052 Gent, BelgiumDepartment of Plant Biotechnology and Bioinformatics, Ghent University, 90e2 Ghent, Belgium; Center for Plant Systems Biology, VIB, 9052 Gent, BelgiumDepartment of Plant Biotechnology and Bioinformatics, Ghent University, 90e2 Ghent, Belgium; Center for Plant Systems Biology, VIB, 9052 Gent, BelgiumAphea.bio NV, 90e2 Gent, BelgiumPlant Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), 9820 Merelbeke, BelgiumAphea.bio NV, 90e2 Gent, BelgiumLaboratory of Molecular Bacteriology. Department of Microbiology and Immunology, Rega Institute, Katholieke Universiteit Leuven, 3000 Leuven, Belgium; Center for Microbiology, VIB, 3000 Leuven, BelgiumDepartment of Plant Biotechnology and Bioinformatics, Ghent University, 90e2 Ghent, Belgium; Center for Plant Systems Biology, VIB, 9052 Gent, Belgium; Corresponding author at: VIB-UGhent Center for Plant Systems Biology, 9052 Ghent, Belgium.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.http://www.sciencedirect.com/science/article/pii/S2001037021003172Drought stressSoil compositionsSoil microbiomeEndosphere microbiomePlant Growth-Promoting Rhizobacteria (PGPR)Actinobacteria |