Abstract
Plant root-associated microbial symbionts comprise the plant rhizobiome. These microbes function in provisioning nutrients and water to their hosts, impacting plant health and disease. The plant microbiome is shaped by plant species, plant genotype, soil and environmental conditions, but the contributions of these variables are hard to disentangle from each other in natural systems. We used bioassay common garden experiments to decouple plant genotype and soil property impacts on fungal and bacterial community structure in the Populus rhizobiome. High throughput amplification and sequencing of 16S, ITS, 28S and 18S rDNA was accomplished through 454 pyrosequencing. Co-association patterns of fungal and bacterial taxa were assessed with 16S and ITS datasets. Community bipartite fungal-bacterial networks and PERMANOVA results attribute significant difference in fungal or bacterial communities to soil origin, soil chemical properties and plant genotype. Indicator species analysis identified a common set of root bacteria as well as endophytic and ectomycorrhizal fungi associated with Populus in different soils. However, no single taxon, or consortium of microbes, was indicative of a particular Populus genotype. Fungal-bacterial networks were over-represented in arbuscular mycorrhizal, endophytic, and ectomycorrhizal fungi, as well as bacteria belonging to the orders Rhizobiales, Chitinophagales, Cytophagales, and Burkholderiales. These results demonstrate the importance of soil and plant genotype on fungal-bacterial networks in the belowground plant microbiome.
Original language | English |
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Article number | 481 |
Pages (from-to) | 1-21 |
Number of pages | 21 |
Journal | Frontiers in Microbiology |
Volume | 10 |
DOIs | |
State | Published - Mar 2019 |
Bibliographical note
Publisher Copyright:Copyright © 2019 Bonito, Benucci, Hameed, Weighill, Jones, Chen, Jacobson, Schadt and Vilgalys.
Funding
This research was sponsored by the Genomic Science Program, U.S. Department of Energy, Office of Science – Biological and Environmental Research as part of the Plant Microbe Interfaces Scientific Focus Area (http://pmi.ornl.gov). Oak Ridge National Laboratory is managed by UT-Battelle, LLC, for the U.S. Department of Energy under contract DE-AC05-00OR22725. GB and GMNB were supported through the Michigan State University AgBioResearch project MICL02416 and USDA NIFA project MICL08541. GB and GMNB also acknowledge NSF grant DEB-1441728 and the DOE Office of Science Great Lakes BioEnergy Research Center BER DE-SC0018409. This research was sponsored by the Genomic Science Program, U.S. Department of Energy, Office of Science – Biological and Environmental Research as part of the Plant Microbe Interfaces Scientific Focus Area (http://pmi.ornl.gov). Oak Ridge National Laboratory is managed by UT-Battelle, LLC, for the U.S. Department of Energy under contract DE-AC05-00OR22725. GB and GMNB were supported through the Michigan State University AgBioResearch project MICL02416 and USDA NIFA project MICL08541. GB and GMNB also acknowledge NSF grant DEB-1441728 and the DOE Office of Science Great Lakes BioEnergy Research Center BER DE-SC0018409. The authors would like to thank Lee Gunter, Jud Isebrands, Zachary Moore, Paul Bloese and Bernard McMahon for supplying Populus cuttings, and Natalie Vande Pol for bioinformatic assistance. The authors of the manuscript are employed by Oak Ridge National Laboratory, which is managed by UT-Battelle, LLC, for the U.S. Department of Energy under contract DE-AC05- 00OR22725. The authors would like to thank Lee Gunter, Jud Isebrands, Zachary Moore, Paul Bloese and Bernard McMahon for supplying Populus cuttings, and Natalie Vande Pol for bioinformatic assistance. The authors of the manuscript are employed by Oak Ridge National Laboratory, which is managed by UT-Battelle, LLC, for the U.S. Department of Energy under contract DE-AC05-00OR22725.
Funders | Funder number |
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DOE Office of Science Great Lakes BioEnergy Research Center | BER DE-SC0018409 |
Office of Science – Biological and Environmental Research | |
Plant Microbe Interfaces Scientific Focus Area | |
USDA NIFA | |
National Science Foundation | DEB-1441728 |
U.S. Department of Energy | |
Directorate for Biological Sciences | 1441728 |
National Institute of Food and Agriculture | MICL08541 |
Great Lakes Regional Center of Excellence for Biodefense and Emerging Infectious Diseases Research | DE-SC0018409 |
Oak Ridge National Laboratory | DE-AC05-00OR22725 |
AgBioResearch, Michigan State University | MICL02416 |
Keywords
- Arbuscular mycorrhizal fungi
- Bacterial communities
- Endophytes
- Fungal communities
- Microbiome
- NGS sequencing
- Populus deltoides
- Rhizosphere