International Journal of Molecular Sciences,
Journal Year:
2025,
Volume and Issue:
26(8), P. 3867 - 3867
Published: April 19, 2025
Medicinal
plants,
recognized
as
significant
natural
resources,
have
gained
prominence
in
response
to
the
increasing
global
demand
for
herbal
medicines,
necessitating
large-scale
production
of
these
plants
and
their
derivatives.
are
exposed
a
variety
internal
external
factors
that
interact
influence
biosynthesis
accumulation
secondary
metabolites.
With
rapid
development
omics
technologies
such
genomics,
transcriptomics,
proteomics,
metabolomics,
multi-omics
become
important
tools
revealing
complexity
functionality
organisms.
They
conducive
further
uncovering
biological
activities
metabolites
medicinal
clarifying
molecular
mechanisms
underlying
Also,
artificial
intelligence
(AI)
technology
accelerates
comprehensive
utilization
high-dimensional
datasets
offers
transformative
potential
analysis.
However,
there
is
currently
no
systematic
review
summarizing
genomic
metabolite
plants.
Safflower
(Carthamus
tinctorius
L.)
has
rich
diverse
bioactive
flavonoids,
among
which
Hydroxysafflor
yellow
A
(HSYA)
specific
safflower
emerging
medication
treating
wide
range
diseases.
Hence,
progress
been
made
study
an
excellent
example
regulation
recent
years.
Here,
we
on
understanding
main
at
level,
summarize
various
types
contents,
with
particular
focus
flavonoids.
This
aims
provide
insight
into
regulatory
from
perspective
genomics.
International Journal of Molecular Sciences,
Journal Year:
2023,
Volume and Issue:
24(15), P. 11920 - 11920
Published: July 25, 2023
Currently,
the
development
of
genome
editing
(GE)
tools
has
provided
a
wide
platform
for
targeted
modification
plant
genomes.
However,
lack
versatile
DNA
delivery
systems
large
variety
crop
species
been
main
bottleneck
improving
crops
with
beneficial
traits.
generation
plants
heritable
mutations
induced
by
GE
mostly
goes
through
tissue
culture.
Unfortunately,
current
culture
restrict
successful
results
to
only
limited
number
and
genotypes.
In
order
release
full
potential
tools,
procedures
need
be
genotype
independent.
This
review
provides
an
in-depth
summary
insights
into
various
in
vitro
used
economically
important
barley,
wheat,
rice,
sorghum,
soybean,
maize,
potatoes,
cassava,
millet
uncovers
new
opportunities
challenges
already-established
platforms
crops.
Journal of Integrative Plant Biology,
Journal Year:
2024,
Volume and Issue:
66(10), P. 2175 - 2190
Published: July 11, 2024
ABSTRACT
Domestication
has
shaped
the
population
structure
and
agronomic
traits
of
tea
plants,
yet
complexity
genetic
variation
that
determines
these
remains
unclear.
We
here
investigated
resequencing
data
363
diverse
accessions
collected
extensively
from
almost
all
distributions
found
plants
was
divided
into
eight
subgroups,
which
were
basically
consistent
with
their
geographical
distributions.
The
diversity
in
China
decreased
southwest
to
east
as
latitude
increased.
Results
also
indicated
Camellia
sinensis
var.
assamica
(CSA)
illustrated
divergent
selection
signatures
(CSS).
domesticated
genes
CSA
mainly
involved
leaf
development,
flavonoid
alkaloid
biosynthesis,
while
CSS
participated
amino
acid
metabolism,
aroma
compounds
cold
stress.
Comparative
genomics
further
identified
~730
Mb
novel
sequences,
generating
6,058
full‐length
protein‐encoding
genes,
significantly
expanding
gene
pool
plants.
discovered
217,376
large‐scale
structural
variations
56,583
presence
absence
(PAVs)
across
accessions,
some
associated
quality
stress
resistance.
Functional
experiments
demonstrated
two
PAV
(
CSS0049975
CSS0006599
)
likely
drive
trait
diversification
tolerance
between
overall
findings
not
only
revealed
domestication
but
underscored
vital
role
plant
traits.
Biomolecules,
Journal Year:
2023,
Volume and Issue:
13(9), P. 1403 - 1403
Published: Sept. 17, 2023
The
availability
of
multiple
sequenced
genomes
from
a
single
species
made
it
possible
to
explore
intra-
and
inter-specific
genomic
comparisons
at
higher
resolution
build
clade-specific
pan-genomes
several
crops.
crops
constructed
various
cultivars,
accessions,
landraces,
wild
ancestral
represent
compendium
genes
structural
variations
allow
researchers
search
for
the
novel
alleles
that
were
inadvertently
lost
in
domesticated
during
historical
process
crop
domestication
or
extensive
plant
breeding.
Fortunately,
many
valuable
associated
with
desirable
traits
like
disease
resistance,
abiotic
stress
tolerance,
architecture,
nutrition
qualities
exist
species,
relatives.
ancestors
landraces
can
be
introduced
back
high-yielding
varieties
modern
by
implementing
classical
breeding,
selection,
transgenic/gene
editing
approaches.
Thus,
pan-genomic
represents
great
leap
research
offers
new
avenues
targeted
breeding
mitigate
impact
global
climate
change.
Here,
we
summarize
tools
used
pan-genome
assembly
annotations,
web-portals
hosting
pan-genomes,
etc.
Furthermore,
highlight
few
discoveries
using
approach
future
potential
this
emerging
field
study.
Bioinformatics,
Journal Year:
2023,
Volume and Issue:
39(10)
Published: Oct. 1, 2023
Abstract
Summary
Pangenomes
are
replacing
single
reference
genomes
as
the
definitive
representation
of
DNA
sequence
within
a
species
or
clade.
Pangenome
analysis
predominantly
leverages
graph-based
methods
that
require
computationally
intensive
multiple
genome
alignments,
do
not
scale
to
highly
complex
eukaryotic
genomes,
limit
their
scope
identifying
structural
variants
(SVs),
incur
bias
by
relying
on
genome.
Here,
we
present
PanKmer,
toolkit
designed
for
reference-free
pangenome
datasets
consisting
dozens
thousands
individual
genomes.
PanKmer
decomposes
set
input
into
table
observed
k-mers
and
presence–absence
values
in
each
These
stored
an
efficient
k-mer
index
data
format
encodes
SNPs,
INDELs,
SVs.
It
also
includes
functions
downstream
index,
such
calculating
similarity
statistics
between
individuals
at
whole-genome
local
scales.
For
example,
can
be
“anchored”
any
quantify
variability
conservation
specific
locus.
This
facilitates
workflows
with
various
biological
applications,
e.g.
cases
hybridization
plant
species.
provides
researchers
valuable
convenient
means
explore
full
genetic
variation
population,
without
bias.
Availability
implementation
is
implemented
Python
package
components
written
Rust,
released
under
BSD
license.
The
source
code
available
from
Package
Index
(PyPI)
https://pypi.org/project/pankmer/
well
Gitlab
https://gitlab.com/salk-tm/pankmer.
Full
documentation
https://salk-tm.gitlab.io/pankmer/.
Agriculture Communications,
Journal Year:
2024,
Volume and Issue:
2(2), P. 100039 - 100039
Published: March 30, 2024
A
pangenome
encompasses
the
complete
genetic
diversity
of
a
species,
by
assembling
range
representative
individuals
from
various
populations.
This
review
describes
advances
in
plant
pangenomics,
tracing
its
evolution
since
initial
genome
sequencing
2000,
and
provides
comprehensive
best-practice
advice
to
build
linear
or
graphical
pangenome,
delineating
strengths
limitations
different
construction
methods.
The
also
examines
challenges
data
visualisation,
graph-based
pangenomes
their
utility
investigating
potential
function
variation.
Furthermore,
we
examine
application
breeding,
including
identification
for
crop
improvement,
integration
multi-omics
into
databases
advance
breeding.
Molecular Ecology Resources,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 4, 2025
ABSTRACT
Tandem
repeats
play
an
important
role
in
centromere
structure,
subtelomeric
regions,
DNA
methylation,
recombination
and
the
regulation
of
gene
activity.
Analysis
their
distribution
genomes
offers
a
potential
means
for
predicting
putative
locations,
which
continues
to
be
challenge
genome
annotation.
Here
we
present
RepeatOBserver
(
https://github.com/celphin/RepeatOBserverV1
),
new
tool
visualising
repeat
patterns
identifying
using
Fourier
transform
walks.
can
identify
visualise
broad
range
perfect
imperfect
(3–5000
bp
long)
assemblies
without
any
priori
knowledge
sequences
or
need
optimising
parameters.
heatmaps
distinguish
between
tandem
retrotransposon
repeats.
We
analysed
159
chromosomes
with
experimentally‐verified
positions
from
12
plant
animal
species.
find
that
93%
centromeres
occur
regions
low
sequence
diversity
97%
high
abundance
lengths.
Depending
on
type
predicted
by
heatmaps,
locations
either
genomic
Shannon
index
sum.
also
locate
other
interest
including
neocentromeres
copy
variation.
Split
inverted
at
inversion
boundaries
suggest
chromosomal
inversions
mis‐assemblies
located.
is
flexible
comprehensive
characterisation
used
variety
assemblies.