Harnessing artificial intelligence to fill global shortfalls in biodiversity knowledge
Опубликована: Фев. 20, 2025
Язык: Английский
Large-Scale Rice Mutant Establishment and High-Throughput Mutant Manipulation Help Advance Rice Functional Genomics
Plants,
Год журнала:
2025,
Номер
14(10), С. 1492 - 1492
Опубликована: Май 16, 2025
Rice
(Oryza
sativa
L.)
is
a
stable
food
for
over
half
of
the
world
population,
contributing
50-80%
daily
calorie
intake.
The
completion
rice
genome
sequencing
marks
significant
milestone
in
understanding
functional
genomics,
yet
systematic
identification
gene
functions
remains
bottleneck
improvement.
Large-scale
mutant
libraries
which
genes
are
lost
or
gained
(e.g.,
through
chemical/physical
treatments,
T-DNA,
transposons,
RNAi,
CRISPR/Cas9)
have
proven
to
be
powerful
tools
linking
genotypes
phenotypes.
So
far,
using
different
mutagenesis
approaches,
million
lines
been
established
and
about
5-10%
predicted
identified
due
high
demands
labor
low-throughput
utilization.
DNA-barcoding-based
large-scale
offers
unprecedented
precision
scalability
genomics.
This
review
summarizes
loss-of-function
gain-of-function
library
development
approaches
emphasizes
integration
DNA
barcoding
pooled
analysis.
Unique
barcodes
can
tagged
transposons/retrotransposons,
constructs,
miRNA/siRNA,
gRNA,
cDNA,
allowing
pooling
analysis
assignment
that
cause
phenotype
alterations.
In
addition,
high-throughput
phenotyping
OMICS
technologies
accelerate
functions.
Язык: Английский
Eyeing DNA barcoding for species identification of fish larvae
Journal of Fish Biology,
Год журнала:
2024,
Номер
unknown
Опубликована: Сен. 3, 2024
Abstract
Identification
of
fish
larvae
based
on
morphology
is
typically
limited
to
higher
taxonomic
ranks
(e.g.,
family
or
order),
as
possess
few
morphological
diagnostic
characters
for
precise
discrimination
species.
When
many
samples
are
presented
at
any
one
time,
the
use
identify
such
specimens
can
be
laborious
and
time‐consuming.
Using
a
reverse
workflow
specimen
sorting
identification
leveraging
high‐throughput
DNA
sequencing,
thousands
barcoded
sorted
into
molecular
operational
units
(mOTUs)
in
single
sequencing
run
with
nanopore
technology
MinION).
This
process
reduces
time
financial
costs
morphology‐based
instead
deploys
experienced
taxonomists
species
work
where
they
needed
most.
In
this
study,
total
3022
larval
from
plankton
tows
across
four
sites
Singapore
were
collected
workflow.
Eye
tissue
individual
was
used
extraction
cytochrome
c
oxidase
subunit
I.
We
generated
2746
barcodes
after
quality
filtering
(90.9%
barcoding
success),
identified
2067
(75.3%
delimited
256
mOTUs
(146
genera,
52
families).
Our
analyses
specific
challenges
assignment,
potential
misidentification
publicly
available
sequences
reference
barcodes.
highlighted
how
conservative
application
comparison
local
sequence
database
help
resolve
conflicts.
Overall,
proposed
approach
enables
expedites
larvae,
contributing
enhancement
barcode
databases
potentially
better
understanding
connectivity.
Язык: Английский