Temporal dynamics of bacterial and fungal communities during the infection of Brassica rapa roots by the protist Plasmodiophora brassicae
RESEARCH ARTICLE
Temporal dynamics of bacterial and fungal
communities during the infection of Brassica
rapa roots by the protist Plasmodiophora
brassicae
Lionel Lebreton*, Anne-Yvonne Guillerm-Erckelboudt, Kévin Gazengel, Juliette Linglin,
Morgane Ourry, Pascal Glory, Alain Sarniguet, Stéphanie Daval, Maria J. ManzanaresDauleux, Christophe Mougel ID
IGEPP, INRA, AGROCAMPUS OUEST, Université Rennes, Le Rheu, France
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OPEN ACCESS
Citation: Lebreton L, Guillerm-Erckelboudt A-Y,
Gazengel K, Linglin J, Ourry M, Glory P, et al.
(2019) Temporal dynamics of bacterial and fungal
communities during the infection of Brassica rapa
roots by the protist Plasmodiophora brassicae.
PLoS ONE 14(2): e0204195. https://doi.org/
10.1371/journal.pone.0204195
Editor: Richard A. Wilson, University of NebraskaLincoln, UNITED STATES
Received: August 24, 2018
Accepted: January 29, 2019
Published: February 25, 2019
Copyright: © 2019 Lebreton et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: All relevant data are
within the paper and its Supporting Information
files. The raw sequence data sets are available on
the European Nucleotide Archive database (https://
www.ebi.ac.uk/ena) system under the project
accession number PRJEB26948. Root and soil
samples accession numbers range from
ERS2513216 to ERS2513353 for 16S and 18S
rDNA.
*
Abstract
The temporal dynamics of rhizosphere and root microbiota composition was compared
between healthy and infected Chinese cabbage plants by the pathogen Plasmodiophora
brassicae. When inoculated with P. brassicae, disease was measured at five sampling
dates from early root hair infection to late gall development. The first symptoms of clubroot
disease appeared 14 days after inoculation (DAI) and increased drastically between 14 and
35 DAI. The structure of microbial communities associated to rhizosphere soil and root from
healthy and inoculated plants was characterized through high-throughput DNA sequencing
of bacterial (16S) and fungal (18S) molecular markers and compared at each sampling
date. In healthy plants, Proteobacteria and Bacteroidetes bacterial phyla dominated the
rhizosphere and root microbiota of Chinese cabbage. Rhizosphere bacterial communities
contained higher abundances of Actinobacteria and Firmicutes compared to the roots.
Moreover, a drastic shift of fungal communities of healthy plants occurred between the two
last sampling dates, especially in plant roots, where most of Ascomycota fungi dominated
until they were replaced by a fungus assigned to the Chytridiomycota phylum. Parasitic invasion by P. brassicae disrupted the rhizosphere and root-associated community assembly at
a late step during the root secondary cortical infection stage of clubroot disease. At this
stage, Flavisolibacter and Streptomyces in the rhizosphere, and Bacillus in the roots, were
drastically less abundant upon parasite invasion. Rhizosphere of plants colonized by P.
brassicae was significantly more invaded by the Chytridiomycota fungus, which could reflect
a mutualistic relationship in this compartment between these two microorganisms.
Introduction
All plant tissues including roots [1,2], leaves [3,4] and seeds [5,6] are surrounded by a large
diversity of microorganisms assembled in microbial communities or microbiota. These microbial assemblies represent a continuum of symbiosis with the plant ranging from parasitic to
PLOS ONE | https://doi.org/10.1371/journal.pone.0204195 February 25, 2019
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The impact of a pathogen on the plant root and rhizosphere microbiota
Funding: This work was supported by a Scientific
Installation Aid grant (n˚ 300 01003) to CM from
Rennes Métropole (https://metropole.rennes.fr/lesaides-la-recherche?idParent=13&typeParent=
taxonomy_term). This work, through the
involvement of Bioinformatics service of the
GenoSol platform of the infrastructure ANAEEServices, received a grant from the French state
through the National Agency for Research under
the program “Investments for the Future”
(reference ANR-11-INBS-0001), as well as grants
from the Regional Council of Bourgogne Franche
Comté. The funders had no role in study design,
data collection and analysis, decision to publish, or
preparation of the manuscript.
Competing interests: The authors have declared
that no competing interests exist.
mutualistic interactions with complex microbe-microbe and microbe-plant interactions. Plant
growth and health (including development, nutrition, physiology and defense) is influenced
by these hosted complex microbial networks. Indeed, microbiota can stimulate seed germination and plant growth, help plants fight off disease, promote stress resistance, and influence
plant fitness [7]. Thus, the plant microbiota extends the capacity of plants to adapt to their
environment and contribute in shaping the plant phenotype.
Among these plant compartments, root and rhizosphere are the most studied habitats for
microbial communities owing to their great potential for plant nutrition and health [1,8,9].
These microbial communities are mainly recruited by the plant from the soil [2,10,11] which
is considered as the main microbial seed bank [12]. Many of these microorganisms including
Archaea- and Eubacteria, fungi, and oomycetes live in the rhizosphere, defined as the narrow
zone of soil that is influenced by root secretions [13,14]. Microbial community assemblies in
the rhizosphere are governed by both abiotic and biotic factors. Soil properties, geographical
location and land cover in interaction with agronomical practices are the main factors that
structure these communities [2,15,16]. Plant species and plant genotypes also determine to a
lesser extent which members from the soil pool of microorganisms can grow and thrive in the
rhizosphere [10,15,17,18]. Plants may modulate the rhizosphere microbiota to their benefit by
selectively stimulating microorganisms showing traits that are beneficial to plant growth and
health [9,19]. Rhizodeposits released by plant are known to account for variations of the diversity of microbial communities in the rhizosphere [20]. The modifications of the diversity of
microbial communities are then expected to mirror variations of the composition of rhizodeposits. These rhizodeposits include both water-soluble exudates and more complex organic
compounds from sloughed-off root cells and tissues [21]. The proportion of photosynthates
released in the rhizosphere and composition of the corresponding rhizodeposits have been
shown to vary during the plant’s life cycle according to changes in plant physiology during the
course of development and the level of symbiotic associations [22]. In addition, the genetic
structure of bacterial and fungal commu (...truncated)