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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Main Authors: 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
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037021003172
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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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spelling 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