The
big-data
analysis
of
multi-omics
data
associated
with
maize
genomes
is
increasingly
utilized
to
accelerate
genetic
research
and
improve
agronomic
traits.
As
a
result,
efforts
have
increased
integrate
diverse
datasets
extract
meaning
from
these
measurements.
For
my
Ph.D.
dissertation,
I
evaluated
the
current
pitfalls
integration
built
platforms
that
automatically
analyze
omics'
datasets.
One
such
platform
qTeller,
now
designed
handle
pan-genome
level
transcriptomics
proteomics
meaningful
interpretation
them
by
providing
an
interactive
user
interface.
Although
genomics
been
more
extensively
used,
other
omics
technologies,
as
epigenomics,
variomics,
proteomics,
are
often
incorporated
into
standard
methodologies.
Therefore,
fully
automated
platform,
called
Maize
Feature
Store
(MFS),
allows
complex
construct
models
can
be
used
predict
gene
traits
or
annotations.
To
demonstrate
utility
MFS,
critically
discussed
application
MFS
in
using
only
single
genome
(B73v5)
case
study.
also
aim
utilize
large-scale
solve
several
biological
problems
phenome.
continue
improving
tools
assisting
users
implementing
them.
The Plant Cell,
Journal Year:
2023,
Volume and Issue:
36(1), P. 85 - 111
Published: Sept. 8, 2023
Abstract
Long
noncoding
RNAs
(lncRNAs)
are
understudied
and
underannotated
in
plants.
In
mammals,
lncRNA
loci
nearly
as
ubiquitous
protein-coding
genes,
their
expression
is
highly
variable
between
individuals
of
the
same
species.
Using
Arabidopsis
thaliana
a
model,
we
aimed
to
elucidate
true
scope
transcription
across
plants
from
different
regions
study
its
natural
variation.
We
used
transcriptome
deep
sequencing
data
sets
spanning
hundreds
accessions
several
developmental
stages
create
population-wide
annotation
lncRNAs,
revealing
thousands
previously
unannotated
loci.
While
genome,
most
appear
be
actively
silenced
extremely
accessions.
This
high
variability
largely
caused
by
repressive
chromatin
levels
at
High
was
particularly
common
for
intergenic
lncRNAs
(lincRNAs),
where
pieces
transposable
elements
(TEs)
present
50%
these
lincRNA
associated
with
increased
silencing
variation,
such
tend
targeted
TE
machinery.
created
improve
our
understanding
plant
genome
biology,
raising
fundamental
questions
about
what
causes
genome.
Theoretical and Applied Genetics,
Journal Year:
2025,
Volume and Issue:
138(1)
Published: Jan. 1, 2025
Abstract
Key
message
Zebularine-treated
wheat
uncovered
a
phenotype
with
characteristics
of
an
epigenetically
regulated
trait,
but
major
chromosomal
aberrations,
not
DNA
methylation
changes,
are
the
cause,
making
zebularine
unsuitable
for
epigenetic
breeding.
Breeding
to
identify
disease-resistant
and
climate-tolerant
high-yielding
wheats
has
led
yield
increases
over
many
years,
new
hardy,
higher
yielding
varieties
still
needed
improve
food
security
in
face
climate
change.
Traditional
breeding
develop
cultivars
is
lengthy
process
taking
more
than
seven
years
from
initial
cross
cultivar
release.
The
speed
can
be
enhanced
by
using
modern
technologies
including
high-throughput
phenomics,
genomic
selection,
directed
mutation
via
CRISPR.
Here
we
test
concept
modifying
gene
regulation
transiently
disrupting
methyltransferase
inhibitor,
(Zeb),
as
means
uncover
novel
phenotypes
elite
facilitate
controlled
traits.
development
architecture
inflorescence,
spikelet
density,
important
component
yield,
both
grain
size
number
have
been
extensively
modified
during
domestication
cultivars.
We
identified
several
Zeb-treated
plants
dominant
that
increased
density
compared
untreated
controls.
Our
analysis
showed
addition
causing
loss
methylation,
Zeb
treatment
resulted
abnormalities,
trisomy
formation
telocentric
chromosome.
provide
evidence
copy
gene,
Q
,
most
likely
cause
two
plants.
Collateral
damage
chromosomes
suggests
this
viable
approach
Epigenomics,
Journal Year:
2025,
Volume and Issue:
unknown, P. 1 - 17
Published: Feb. 13, 2025
Adaptation
to
challenging
environmental
conditions
is
crucial
for
the
survival/fitness
of
all
organisms.
Alongside
genetic
mutations
that
provide
adaptive
potential
during
challenges,
epigenetic
modifications
offer
dynamic,
reversible,
and
rapid
mechanisms
regulating
gene
expression
in
response
changes
both
evolution
daily
life,
without
altering
DNA
sequences
or
relying
on
accidental
favorable
mutations.
The
widespread
conservation
diverse
–
like
methylation,
histone
modifications,
RNA
interference
across
species,
including
plants
underscores
their
significance
evolutionary
biology.
Remarkably,
environmentally
induced
alterations
are
passed
daughter
cells
inherited
transgenerationally
through
germline
cells,
shaping
offspring
phenotypes
while
preserving
memory.
Throughout
anthropoid
evolution,
have
played
roles
in:
i)
suppressing
transposable
elements
viral
genomes
intruding
into
host
genome;
ii)
inactivating
one
X
chromosomes
female
balance
dosage;
iii)
imprinting
ensure
from
parental
allele;
iv)
functional
alleles
compensate
dysfunctional
ones;
v)
modulating
epigenome
transcriptome
influence
gut
microbiome
among
other
functions.
Understanding
interplay
between
factors
processes
may
valuable
insights
developmental
plasticity,
dynamics,
disease
susceptibility.
BMC Plant Biology,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: May 2, 2025
Chouardia
litardierei,
commonly
known
as
amethyst
meadow
squill,
is
a
plant
species
characterized
by
profound
ecological
plasti
vcity.
As
wild,
non-model
species,
it
represents
suitable
system
for
gaining
insights
into
the
genomic
background
of
local
adaptation
process.
By
implementing
genome-environment
and
genome-wide
association
studies,
we
sought
to
investigate
regions
related
development
several
reproduction-related
traits
in
C.
litardierei:
sexual
reproduction,
Average
Height
Inflorescences
(AHI)
Total
Flower
Count
(TFC)
per
genotype,
asexual
Bulb
(BC)
genotype.
A
(GEA)
study
selected
litardierei
populations
revealed
precipitation
coldest
quarter
bioclimatic
variable
with
most
substantial
influence
on
detected
variability,
numerous
candidate
genes
functionally
characterized.
To
evaluate
genetic
basis
combined
phenotypic
data
214
individuals
raised
part
common
garden
experiment
ddRADseq
genotyping
results.
After
various
single-
multi-locus
GWAS
models
all
traits,
multiple
loci
affecting
their
were
recognized.
In
addition,
high,
narrow-sense
heritability
estimates
indicated
that
factors
accounted
over
55%
variance
each
trait.
Notably,
highest
estimate
was
observed
(71.95%),
suggesting
its
crucial
role
reproductive
success.
Functional
annotation
associated
identified
key
protein
families
involved
biological
pathways,
including
nitrogen
metabolism,
phytohormone
regulation,
floral
organs
development.
GEA
GWAS,
list
significantly
specific
environmental
variables
morphological
reproduction
litardierei.
These
findings
provide
foundation
deeper
understanding
molecular
mechanisms
driving
processes
occurring
among
from
different
habitat
types.
At
same
time,
high
further
underscore
significance
Epigenomes,
Journal Year:
2022,
Volume and Issue:
7(1), P. 1 - 1
Published: Dec. 26, 2022
Organisms
adapt
to
different
environments
by
selection
of
the
most
suitable
phenotypes
from
standing
genetic
variation
or
phenotypic
plasticity,
ability
single
genotypes
produce
in
environments.
Because
near
identity,
asexually
reproducing
populations
are
particularly
for
investigation
potential
and
molecular
underpinning
latter
alternative
depth.
Recent
analyses
on
whole-genome
scale
differently
adapted
clonal
animals
plants
demonstrated
that
epigenetic
mechanisms
such
as
DNA
methylation,
histone
modifications
non-coding
RNAs
among
pathways
supporting
plasticity
is
used
stably
Case
studies
revealed
habitat-specific
fingerprints
were
maintained
over
subsequent
years
pointing
at
existence
ecotypes.
Environmentally
induced
epimutations
corresponding
gene
expression
changes
provide
an
ideal
means
fast
directional
adaptation
changing
new
conditions,
because
they
can
synchronously
alter
many
population
members.
microorganisms
inclusive
human
pathogens
also
exploit
epigenetically
mediated
environmental
adaptation,
this
phenomenon
considered
a
universal
biological
principle.
The
production
same
sequence
response
cues
provides
mechanistic
explanation
“general-purpose
genotype
hypothesis”
“genetic
paradox
invasions”.
Evolution,
Journal Year:
2024,
Volume and Issue:
78(6), P. 1067 - 1077
Published: March 15, 2024
Climate
anomalies
are
increasing
and
posing
strong
selection,
which
can
lead
to
rapid
evolution.
This
is
occurring
on
a
backdrop
of
interannual
variability
that
might
weaken
or
even
reverse
selection.
However,
the
effect
climatic
evolution
rarely
considered.
We
study
differences
contribute
throughout
7-year
period,
encompassing
severe
drought
across
12
populations
Mimulus
cardinalis
(scarlet
monkeyflower).
Plants
were
grown
in
common
greenhouse
environment
under
wet
dry
treatments,
where
specific
leaf
area
date
flowering
measured.
examine
association
between
trait
values
different
climate
metrics
at
time
periods,
including
collection
year,
prior
years,
cumulative
sequential
years.
Of
variables
we
assessed,
find
mean
annual
precipitation
best
describe
over
our
period.
Past
climates,
1-2
years
prior,
often
related
conflicting
direction
collection-year
climate.
Uncovering
these
complex
impacts
critical
better
predict
interpret
change.
Integrative and Comparative Biology,
Journal Year:
2024,
Volume and Issue:
64(3), P. 853 - 866
Published: April 15, 2024
Understanding
the
factors
that
influence
resilience
of
biological
systems
to
environmental
change
is
a
pressing
concern
in
face
increasing
human
impacts
on
ecosystems
and
organisms
inhabit
them.
However,
most
considerations
have
focused
at
community
ecosystem
levels,
whereas
here
we
discuss
how
including
consideration
processes
occurring
lower
levels
organization
may
provide
insights
into
higher
levels.
Specifically,
explore
genomic
epigenomic
cascade
up
We
ask
concepts
"resistance,"
or
capacity
system
minimize
response
disturbance,
"recovery,"
ability
return
its
original
state
following
disturbance
avoid
tipping
points
resulting
regime
shifts,
map
these
organization.
Overall,
suggest
substantial
changes
be
required
support
using
selected
examples
responses
fish
climate-change-related
stressors
such
as
high
temperature
hypoxia
genome,
epigenome,
organism.