Abstract
The
HoloFood
project
used
a
hologenomic
approach
to
understand
the
impact
of
host–microbiota
interactions
on
salmon
and
chicken
production
by
analysing
multiomic
data,
phenotypic
characteristics,
associated
metadata
in
response
novel
feeds.
project’s
raw
derived
analyses,
are
deposited
public,
open
archives
(BioSamples,
European
Nucleotide
Archive,
MetaboLights,
MGnify),
so
making
use
these
diverse
data
types
may
require
access
multiple
resources.
This
is
especially
complex
where
analysis
pipelines
produce
outputs
such
as
functional
profiles
or
genome
catalogues.
Data
Portal
web
resource
that
simplifies
datasets.
For
example,
users
can
conveniently
datasets
from
same
individual
retrieve
host
with
linked
gut
microbiome
sample.
Project-specific
metagenome-assembled
viral
catalogues
also
provided,
linking
broader
MGnify.
portal
stores
only
necessary
provide
relationships,
possible
underlying
repositories.
showcases
model
for
how
future
multiomics
be
made
available.
Database
URL:
https://www.holofooddata.org
Reviews in Aquaculture,
Год журнала:
2019,
Номер
12(2), С. 1101 - 1134
Опубликована: Авг. 13, 2019
Abstract
The
mucosal
surfaces
of
fish
represent
an
important
barrier
that
supports
and
regulates
a
diverse
array
microbial
assemblages
contributes
to
the
overall
health
fitness
host.
For
farmed
species,
knowledge
how
these
host–microbial
systems
adapt
respond
various
stressors
is
pivotal
for
managing
health,
nutrition
optimizing
productivity
in
aquaculture.
While
our
understanding
communities
factors
shape
them
now
suggest
balanced
microbiota
critical
healthy
functioning
fish,
mechanisms
behind
interactions
are
still
poorly
understood.
Much
existing
research
has
focused
on
characterizing
taxonomic
diversity
different
across
body
(e.g.
skin,
gills
gastrointestinal
tract),
response
changing
nutrition,
environmental
conditions.
However,
specific
functional
contributions
(or
members)
remain
elusive,
especially
or
diseased
fish.
Here,
we
review
current
their
interplay
likely
involvement
with
We
also
seek
address
identify
gaps
explore
future
prospects
improving
Abstract
Background
Animal
protein
production
is
increasingly
looking
towards
microbiome-associated
services
such
as
the
design
of
new
and
better
probiotic
solutions
to
further
improve
gut
health
sustainability.
Here,
we
investigate
functional
effects
bacteria-based
pro-
synbiotic
feed
additives
on
functions
in
relation
growth
performance
commercially
important
rainbow
trout
(
Oncorhynchus
mykiss
).
We
combine
complementary
insights
from
multiple
omics
datasets
content
samples,
including
16S
bacterial
profiling,
whole
metagenomes,
untargeted
metabolomics,
metagenome-assembled
genomes
(MAGs)
their
molecular
interactions
with
host
metabolism.
Results
Our
findings
reveal
that
(I)
changed
microbiome
reared
had
a
significantly
reduced
relative
abundance
salmonid
related
Candidatus
Mycoplasma
salmoninae
both
mid
distal
content,
(II)
genome
resolved
metagenomics
revealed
alterations
microbial
arginine
biosynthesis
terpenoid
backbone
synthesis
pathways
were
directly
associated
presence
salmoninae,
(III)
differences
composition
intestinal
microbiota
among
types
significant
changes
metabolomic
landscape,
lipids
lipid-like
metabolites,
amino
acids,
bile
steroid-related
metabolites.
Conclusion
results
demonstrate
how
use
multi-omics
complex
host-microbiome
enable
us
evaluate
potential
probiotics
compared
studies
only
measure
overall
or
characterise
environments.
npj Science of Food,
Год журнала:
2023,
Номер
7(1)
Опубликована: Июнь 5, 2023
Abstract
The
concept
of
probiotics
is
witnessing
increasing
attention
due
to
its
benefits
in
influencing
the
host
microbiome
and
modulation
immunity
through
strengthening
gut
barrier
stimulation
antibodies.
These
benefits,
combined
with
need
for
improved
nutraceuticals,
have
resulted
extensive
characterization
leading
an
outburst
data
generated
using
several
‘omics’
technologies.
recent
development
system
biology
approaches
microbial
science
paving
way
integrating
from
different
omics
techniques
understanding
flow
molecular
information
one
level
other
clear
on
regulatory
features
phenotypes.
limitations
tendencies
a
‘single
omics’
application
ignore
influence
processes
justify
‘multi-omics’
selections
action
host.
Different
techniques,
including
genomics,
transcriptomics,
proteomics,
metabolomics
lipidomics,
used
studying
their
are
discussed
this
review.
Furthermore,
rationale
multi-omics
integration
platforms
supporting
analyses
was
also
elucidated.
This
review
showed
that
useful
selecting
functions
microbiome.
Hence,
recommend
approach
holistically
Abstract
Background
Aquaculture
plays
an
important
role
in
global
protein
supplies
and
food
security.
The
ban
on
antibiotics
as
feed
additive
proposes
urgent
need
to
develop
alternatives.
Gut
microbiota
roles
the
metabolism
immunity
of
fish
has
potential
give
rise
novel
solutions
for
challenges
confronted
by
culture.
However,
our
understanding
gut
microbiome
is
still
lacking.
Results
We
identified
575,856
non-redundant
genes
metagenomic
sequencing
intestinal
content
samples
grass
carp.
Taxonomic
functional
annotation
gene
catalogue
revealed
specificity
carp
compared
with
mammals.
Co-occurrence
analysis
indicated
exclusive
relations
between
genera
belonging
Proteobacteria
Fusobacteria/Firmicutes/Bacteroidetes
,
suggesting
two
independent
ecological
groups
microbiota.
association
pattern
expression
modules
liver
was
consistently
opposite
that
Fusobacteria
Firmicutes
Bacteroidetes
implying
differential
functionality
/
.
Therefore,
were
considered
groups,
i.e.,
Functional
Group
1:
2:
Further
differ
genetic
capacity
carbohydrate
utilization,
virulence
factors,
antibiotic
resistance.
Finally,
we
proposed
ratio
“Functional
2/Functional
1”
can
be
used
a
biomarker
efficiently
reflects
structural
characteristics
Conclusions
resource
investigating
Multi-omics
provides
insights
into
implications
main
phyla
comprise
shed
lights
targets
regulation.
Trends in Microbiology,
Год журнала:
2024,
Номер
32(12), С. 1229 - 1240
Опубликована: Июнь 5, 2024
Recent
studies
of
dynamic
interactions
between
epigenetic
modifications
a
host
organism
and
the
composition
or
activity
its
associated
gut
microbiota
suggest
an
opportunity
for
to
shape
microbiome
through
alterations
that
lead
changes
in
gene
expression
noncoding
RNA
activity.
We
use
insights
from
microbiota-induced
review
potential
epigenetically
regulate
microbiome,
which
bidirectional
'epigenome–microbiome
axis'
emerges.
This
axis
embeds
environmentally
induced
variation,
may
influence
adaptive
evolution
host–microbe
interactions.
furthermore
present
our
perspective
on
how
epigenome–microbiome
can
be
understood
investigated
within
holo-omic
framework
with
applications
applied
health
food
sciences.
iScience,
Год журнала:
2020,
Номер
23(8), С. 101414 - 101414
Опубликована: Июль 25, 2020
From
ontogenesis
to
homeostasis,
the
phenotypes
of
complex
organisms
are
shaped
by
bidirectional
interactions
between
host
and
their
associated
microbiota.
Current
technology
can
reveal
many
such
combining
multi-omic
data
from
both
hosts
microbes.
However,
exploring
full
extent
these
requires
careful
consideration
study
design
for
efficient
generation
optimal
integration
derived
(meta)genomics,
(meta)transcriptomics,
(meta)proteomics,
(meta)metabolomics.
In
this
perspective,
we
introduce
holo-omic
approach
that
incorporates
microbiota
domains
untangle
interplay
two.
We
revisit
recent
literature
on
biomolecular
host-microbe
discuss
implementation
current
limitations
approach.
anticipate
application
contribute
opening
new
research
avenues
discoveries
in
biomedicine,
biotechnology,
agricultural
aquacultural
sciences,
nature
conservation,
as
well
basic
ecological
evolutionary
research.
Communications Biology,
Год журнала:
2021,
Номер
4(1)
Опубликована: Май 14, 2021
Abstract
Salmonids
are
important
sources
of
protein
for
a
large
proportion
the
human
population.
Mycoplasma
species
major
constituent
gut
microbiota
salmonids,
often
representing
majority
microbiota.
Despite
frequent
reported
dominance
salmonid-related
species,
little
is
known
about
phylogenomic
placement,
functions
and
potential
evolutionary
relationships
with
their
salmonid
hosts.
In
this
study,
we
utilise
2.9
billion
metagenomic
reads
generated
from
12
samples
three
different
host
to
I)
characterise
curate
first
metagenome-assembled
genomes
(MAGs)
dominating
intestines
II)
establish
phylogeny
these
candidate
III)
perform
comprehensive
pangenomic
analysis
,
IV)
decipher
putative
functionalities
MAGs
reveal
specific
expected
benefit
host.
Our
data
provide
basis
future
studies
examining
composition
function
Abstract
Host-microbiome
interactions
are
recognized
for
their
importance
to
host
health.
An
improved
understanding
of
the
molecular
underpinnings
host-microbiome
relationships
will
advance
our
capacity
accurately
predict
fitness
and
manipulate
interaction
outcomes.
Within
plant
microbiome
research
field,
unlocking
functional
between
plants
microbial
partners
is
next
step
effectively
using
improve
fitness.
We
propose
that
strategies
pair
datasets—referred
here
as
holo-omics—provide
a
powerful
approach
hypothesis
development
advancement
in
this
area.
discuss
several
experimental
design
considerations
present
case
study
highlight
potential
holo-omics
generate
more
holistic
perspective
networks
within
system.
In
addition,
we
biggest
challenges
conducting
studies;
specifically,
lack
vetted
analytical
frameworks,
publicly
available
tools,
required
technical
expertise
process
integrate
heterogeneous
data.
Finally,
conclude
with
on
appropriate
use-cases
studies,
need
downstream
validation,
new
techniques
hold
promise
field.
argue
utilizing
characterize
can
provide
important
opportunities
broadening
system-level
understandings
significantly
inform
approaches
improving
health
Abstract
Background
The
interaction
of
organisms
with
their
surrounding
microbial
communities
influences
many
biological
processes,
a
notable
example
which
is
the
shaping
immune
system
in
early
life.
In
Pacific
oyster,
Crassostrea
gigas
,
role
environmental
community
on
maturation
—
and,
importantly,
protection
from
infectious
disease
still
an
open
question.
Results
Here,
we
demonstrate
that
life
exposure
durably
improves
oyster
survival
when
challenged
pathogen
causing
mortality
syndrome
(POMS),
both
exposed
generation
and
subsequent
one.
Combining
microbiota,
transcriptomic,
genetic,
epigenetic
analyses,
show
induced
changes
marks
reprogramming
gene
expression
leading
to
long-term
intergenerational
against
POMS.
Conclusions
We
anticipate
this
likely
extends
additional
pathogens
may
prove
be
important
new
strategy
for
safeguarding
aquaculture
efforts
disease.
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