Fungal-bacterial networks in the populus rhizobiome are impacted by soil properties and host genotype

Gregory Bonito, Gian Maria Niccolò Benucci, Khalid Hameed, Deborah Weighill, Piet Jones, Ko Hsuan Chen, Daniel Jacobson, Christopher Schadt, Rytas Vilgalys

Research output: Contribution to journalArticlepeer-review

35 Scopus citations

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 languageEnglish
Article number481
Pages (from-to)1-21
Number of pages21
JournalFrontiers in Microbiology
Volume10
DOIs
StatePublished - 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.

FundersFunder number
DOE Office of Science Great Lakes BioEnergy Research CenterBER DE-SC0018409
Office of Science – Biological and Environmental Research
Plant Microbe Interfaces Scientific Focus Area
USDA NIFA
National Science FoundationDEB-1441728
U.S. Department of Energy
Directorate for Biological Sciences1441728
National Institute of Food and AgricultureMICL08541
Great Lakes Regional Center of Excellence for Biodefense and Emerging Infectious Diseases ResearchDE-SC0018409
Oak Ridge National LaboratoryDE-AC05-00OR22725
AgBioResearch, Michigan State UniversityMICL02416

    Keywords

    • Arbuscular mycorrhizal fungi
    • Bacterial communities
    • Endophytes
    • Fungal communities
    • Microbiome
    • NGS sequencing
    • Populus deltoides
    • Rhizosphere

    Fingerprint

    Dive into the research topics of 'Fungal-bacterial networks in the populus rhizobiome are impacted by soil properties and host genotype'. Together they form a unique fingerprint.

    Cite this