Abstract
Background
Plants
live
with
diverse
microbial
communities
which
profoundly
affect
multiple
facets
of
host
performance,
but
if
and
how
development
impacts
the
assembly,
functions
interactions
crop
microbiomes
are
poorly
understood.
Here
we
examined
both
bacterial
fungal
across
soils,
epiphytic
endophytic
niches
leaf
root,
plastic
fake
plant
(representing
environment-originating
microbes)
at
three
developmental
stages
maize
two
contrasting
sites,
further
explored
potential
function
phylloplane
based
on
metagenomics.
Results
Our
results
suggested
that
stage
had
a
much
stronger
influence
diversity,
composition
interkingdom
networks
in
compartments
than
strongest
effect
phylloplane.
Phylloplane
were
co-shaped
by
growth
seasonal
environmental
factors,
air
(represented
plants)
as
its
important
source.
Further,
found
more
strongly
driven
deterministic
processes
early
similar
pattern
was
for
late
stage.
Moreover,
taxa
played
role
network
yield
prediction
stage,
while
did
so
Metagenomic
analyses
indicated
possessed
higher
functional
diversity
genes
related
to
nutrient
provision
enriched
N
assimilation
C
degradation
Coincidently,
abundant
beneficial
like
Actinobacteria,
Burkholderiaceae
Rhizobiaceae
observed
saprophytic
fungi
Conclusions
suggest
influences
microbiome
assembly
functions,
take
differentiated
ecological
different
development.
This
study
provides
empirical
evidence
exerting
strong
selection
during
These
findings
have
implications
future
tools
manipulate
sustainable
increase
primary
productivity.
FEMS Microbiology Reviews,
Год журнала:
2018,
Номер
42(6), С. 761 - 780
Опубликована: Июль 25, 2018
Microbial
networks
are
an
increasingly
popular
tool
to
investigate
microbial
community
structure,
as
they
integrate
multiple
types
of
information
and
may
represent
systems-level
behaviour.
Interpreting
these
is
not
straightforward,
the
biological
implications
network
properties
unclear.
Analysis
allows
researchers
predict
hub
species
interactions.
Additionally,
such
analyses
can
help
identify
alternative
states
niches.
Here,
we
review
factors
that
result
in
spurious
predictions
address
emergent
be
meaningful
context
microbiome.
We
also
give
overview
studies
analyse
new
hypotheses.
Moreover,
show
a
simulation
how
affected
by
choice
environmental
factors.
For
example,
consistent
across
tools,
heterogeneity
induces
modularity.
highlight
need
for
robust
inference
suggest
strategies
infer
more
reliably.
Within
the
plant
microbiota,
mutualistic
fungal
and
bacterial
symbionts
are
striking
examples
of
microorganisms
playing
crucial
roles
in
nutrient
acquisition.
They
have
coevolved
with
their
hosts
since
initial
adaptation
to
land.
Despite
evolutionary
distances
that
separate
mycorrhizal
nitrogen-fixing
symbioses,
these
associations
share
a
number
highly
conserved
features,
including
specific
symbiotic
signaling
pathways,
root
colonization
strategies
circumvent
immune
responses,
functional
host-microbe
interface
formation,
central
role
phytohormones
symbiosis-associated
developmental
pathways.
We
highlight
recent
emerging
areas
investigation
relating
evolutionarily
mechanisms,
an
emphasis
on
more
ancestral
associations,
consider
what
extent
this
knowledge
can
contribute
understanding
plant-microbiota
as
whole.
Nature Communications,
Год журнала:
2018,
Номер
9(1)
Опубликована: Ноя. 14, 2018
Citrus
is
a
globally
important,
perennial
fruit
crop
whose
rhizosphere
microbiome
thought
to
play
an
important
role
in
promoting
citrus
growth
and
health.
Here,
we
report
comprehensive
analysis
of
the
structural
functional
composition
microbiome.
We
use
both
amplicon
deep
shotgun
metagenomic
sequencing
bulk
soil
samples
collected
across
distinct
biogeographical
regions
from
six
continents.
Predominant
taxa
include
Proteobacteria,
Actinobacteria,
Acidobacteria
Bacteroidetes.
The
core
comprises
Pseudomonas,
Agrobacterium,
Cupriavidus,
Bradyrhizobium,
Rhizobium,
Mesorhizobium,
Burkholderia,
Cellvibrio,
Sphingomonas,
Variovorax
Paraburkholderia,
some
which
are
potential
plant
beneficial
microbes.
also
identify
over-represented
microbial
traits
mediating
plant-microbe
microbe-microbe
interactions,
nutrition
acquisition
promotion
rhizosphere.
results
provide
valuable
information
guide
isolation
culturing
and,
potentially,
harness
power
improve
production
ABSTRACT
Plant
roots
support
complex
microbial
communities
that
can
influence
plant
growth,
nutrition,
and
health.
While
extensive
characterizations
of
the
composition
spatial
compartmentalization
these
have
been
performed
in
different
species,
there
is
relatively
little
known
about
impact
abiotic
stresses
on
root
microbiota.
Here,
we
used
rice
as
a
model
to
explore
responses
microbiomes
drought
stress.
Using
four
distinct
genotypes,
grown
soils
from
three
fields,
tracked
drought-induced
changes
rhizosphere
(the
soil
immediately
surrounding
root),
endosphere
interior),
unplanted
soils.
Drought
significantly
altered
overall
bacterial
fungal
compositions
all
communities,
with
compartments
showing
greatest
divergence
well-watered
controls.
The
response
microbiota
stress
was
taxonomically
consistent
across
cultivars
primarily
driven
by
an
enrichment
multiple
Actinobacteria
Chloroflexi
,
well
depletion
several
Acidobacteria
Deltaproteobacteria
.
some
overlap
observed
drought-responsive
taxa
were
compartment
specific,
pattern
likely
arising
preexisting
compositional
differences,
plant-mediated
processes
affecting
individual
compartments.
These
results
reveal
stress,
addition
its
well-characterized
effects
physiology,
also
restructuring
suggest
possibility
constituents
might
contribute
survival
under
extreme
environmental
conditions.
IMPORTANCE
With
likelihood
global
climate
will
adversely
affect
crop
yields,
potential
role
enhancing
performance
makes
it
important
elucidate
variation.
By
detailed
characterization
effect
root-associated
rice,
show
undergo
major
involve
shifts
relative
abundances
diverse
set
bacteria
drought.
microbes,
particular
those
enriched
water
deficit
conditions,
could
potentially
benefit
they
tolerance
other
stresses,
provide
protection
opportunistic
infection
pathogenic
microbes.
identification
future
isolation
microbes
promote
be
mitigate
losses
adverse
climate.
Microorganisms,
Год журнала:
2017,
Номер
5(4), С. 70 - 70
Опубликована: Ноя. 10, 2017
Plants
are
hosts
to
complex
communities
of
endophytic
bacteria
that
colonize
the
interior
both
below-
and
aboveground
tissues.
Bacteria
living
inside
plant
tissues
as
endophytes
can
be
horizontally
acquired
from
environment
with
each
new
generation,
or
vertically
transmitted
generation
via
seed.
A
better
understanding
bacterial
endophyte
transmission
routes
modes
will
benefit
studies
plant–endophyte
interactions
in
agricultural
natural
ecosystems.
In
this
review,
we
provide
an
overview
take
plants,
including
seeds
pollen,
soil,
atmosphere,
insects.
We
discuss
well-documented
understudied
routes,
identify
gaps
our
knowledge
on
how
reach
plants.
Where
little
is
available
endophytes,
draw
pathogens
potential
routes.
Colonization
roots
soil
best
studied
route,
probably
most
important,
although
more
aerial
parts
stomatal
colonization
needed,
conclusively
confirm
vertical
transfer.
While
transfer
likely
occurs,
obligate
strictly
transferred
symbioses
unusual
Instead,
plants
appear
ability
respond
a
changing
by
acquiring
its
microbiome
anew
over
lifetime
individuals.
Current Research in Microbial Sciences,
Год журнала:
2021,
Номер
3, С. 100094 - 100094
Опубликована: Дек. 20, 2021
Modern
intensive
agricultural
practices
face
numerous
challenges
that
pose
major
threats
to
global
food
security.
In
order
address
the
nutritional
requirements
of
ever-increasing
world
population,
chemical
fertilizers
and
pesticides
are
applied
on
large
scale
increase
crop
production.
However,
injudicious
use
agrochemicals
has
resulted
in
environmental
pollution
leading
public
health
hazards.
Moreover,
agriculture
soils
continuously
losing
their
quality
physical
properties
as
well
(imbalance
nutrients)
biological
health.
Plant-associated
microbes
with
plant
growth-
promoting
traits
have
enormous
potential
solve
these
play
a
crucial
role
enhancing
biomass
yield.
The
beneficial
mechanisms
growth
improvement
include
enhanced
nutrient
availability,
phytohormone
modulation,
biocontrol
phytopathogens
amelioration
biotic
abiotic
stresses.
Solid-based
or
liquid
bioinoculant
formulation
comprises
inoculum
preparation,
addition
cell
protectants
such
glycerol,
lactose,
starch,
good
carrier
material,
proper
packaging
best
delivery
methods.
Recent
developments
entrapment/microencapsulation,
nano-immobilization
microbial
bioinoculants
biofilm-based
biofertilizers.
This
review
critically
examines
current
state-of-art
strains
biofertilizers
important
roles
performed
by
maintaining
soil
fertility
productivity.
Environmental Microbiology,
Год журнала:
2017,
Номер
20(1), С. 124 - 140
Опубликована: Дек. 21, 2017
Harnessing
plant
microbiota
can
assist
in
sustainably
increasing
primary
productivity
to
meet
growing
global
demands
for
food
and
biofuel.
However,
development
of
rational
microbiome-based
approaches
improving
crop
yield
is
currently
hindered
by
a
lack
understanding
the
major
biotic
abiotic
factors
shaping
microbiome
under
relevant
field
conditions.
We
examined
bacterial
fungal
communities
associated
with
both
aerial
(leaves,
stalks)
belowground
(roots,
soil)
compartments
four
commercial
sugarcane
varieties
(Saccharum
spp.)
grown
several
regions
Australia.
identified
drivers
conditions
evaluated
whether
plants
shared
core
microbiome.
Sugarcane-associated
microbial
assemblages
were
primarily
determined
compartment,
followed
region,
age,
variety
Yellow
Canopy
Syndrome
(YCS).
detected
set
members
that
influenced
YCS
incidence.
Our
study
revealed
key
hub
microorganisms
networks
leaves,
stalks,
roots
rhizosphere
soil
despite
location
time-associated
shifts
community
assemblages.
Elucidating
their
functional
roles
identification
keystone
sustain
health
could
provide
technological
breakthrough
sustainable
increase
productivity.