Scientific Reports,
Journal Year:
2024,
Volume and Issue:
14(1)
Published: Aug. 26, 2024
Ichthyoplankton
monitoring
is
crucial
for
stock
assessments,
offering
insights
into
spawning
grounds,
size,
seasons,
recruitment,
and
changes
in
regional
ichthyofauna.
This
study
evaluates
the
efficiency
of
multi-marker
DNA
metabarcoding
using
mitochondrial
cytochrome
c
oxidase
subunit
I
(COI),
12S
rRNA
16S
gene
markers,
comparison
to
morphology-based
methods
fish
species
identification
ichthyoplankton
samples.
Two
transects
with
four
coastal
distance
categories
were
sampled
along
southern
coast
Portugal,
being
each
sample
divided
molecular
morphological
analyses.
A
total
76
identified
by
both
approaches,
overperforming
morphology-75
versus
11
species-level
identifications.
Linking
identifications
higher
taxonomic
resolved
several
uncertainties
associated
traditional
methods.
Multi-marker
improved
detection
20-36%
compared
a
single
marker/amplicon,
38
common,
reinforcing
validity
our
results.
PERMANOVA
analysis
revealed
significant
differences
communities
based
on
primer
set
employed,
transect
location,
from
coast.
Our
findings
underscore
potential
assess
diversity
suggest
that
its
integration
routine
surveys
could
enhance
accuracy
comprehensiveness
assessments.
Molecular Ecology,
Journal Year:
2023,
Volume and Issue:
32(8), P. 2071 - 2091
Published: Feb. 6, 2023
Abstract
Trophic
rewilding
is
increasingly
applied
in
restoration
efforts,
with
the
aim
of
reintroducing
ecological
functions
provided
by
large‐bodied
mammals
and
thereby
promote
self‐regulating,
biodiverse
ecosystems.
However,
empirical
evidence
for
effects
megafauna
introductions
on
abundance
richness
other
organisms
such
as
plants
invertebrates,
mechanisms
involved
still
need
strengthening.
In
this
study,
we
use
environmental
DNA
(eDNA)
metabarcoding
dung
from
co‐existing
feral
cattle
horses
to
assess
seasonal
variation
plant
diet
dung‐associated
arthropods
nematodes.
We
found
consistently
high
horses,
low
variability,
while
generally
lower
dietary
diversity
increased
substantially
during
summer.
Intriguingly,
season‐specific
diets
differed,
a
greater
proportion
trees
horses'
winter,
where
relied
more
shrubs.
Graminoids
were
predominantly
but
underrepresented
compared
previous
studies,
possibly
due
prevalence
forbs
study
area.
Dung‐associated
arthropod
was
higher
cattle,
largely
flies
Several
species
primarily
one
two
herbivores,
our
data
confirmed
known
patterns
activity.
Nematode
constantly
nematode
communities
markedly
different
between
species.
Our
results
demonstrate
complementary
through
differences
invertebrate
communities,
enhancing
understanding
large
herbivore
vegetation
associated
biodiversity.
These
are
directly
applicable
decision‐making
projects,
suggesting
biodiversity‐benefits
inclusion
functionally
herbivores.
Marine Biodiversity,
Journal Year:
2023,
Volume and Issue:
53(5)
Published: Aug. 29, 2023
Abstract
Metabarcoding
is
a
rapidly
developing
tool
in
marine
zooplankton
ecology,
although
most
surveys
continue
to
rely
on
visual
identification
for
monitoring
purposes.
We
attempted
resolve
some
of
the
biases
associated
with
metabarcoding
by
sequencing
313-b.p.
fragment
COI
gene
34
“mock”
samples
from
North
Sea
which
were
pre-sorted
species
level,
biomass
and
abundance
estimates
obtained
each
taxonomic
group.
The
preserved
either
97%
ethanol
or
dehydrated
24
h
drying
oven
at
65
°C
(the
routine
way
preserving
dry
weight
measurements).
yielded
total
59
unique
holoplanktonic
16
meroplanktonic
species/taxa.
identified
86
124
species/taxa,
included
all
but
3
visually
as
well
numerous
hard-to-identify
crustaceans,
hydrozoan
jellyfish,
larvae
benthic
animals.
On
sample-to-sample
basis,
typically
90–95%
registered
recovered,
number
false
positives
was
also
high.
demonstrate
robust
correlations
relative
sequence
abundances
groups
develop
conversion
factors
different
taxa
account
biases.
then
combine
adjusted
data
single
bulk
measurement
entire
sample
produce
quantitative
parameter
akin
biomass.
When
examined
multivariate
statistics,
this
parameter,
we
call
BWSR
(biomass-weighed
reads)
showed
very
similar
trends
comparable
patterns
abundance,
highlighting
potential
not
only
biodiversity
estimation
mapping
presence/absence
assessment
communities.
Metabarcoding and Metagenomics,
Journal Year:
2021,
Volume and Issue:
5
Published: Dec. 16, 2021
The
accuracy
of
specimen
identification
through
DNA
barcoding
and
metabarcoding
relies
on
reference
libraries
containing
records
with
reliable
taxonomy
sequence
quality.
considerable
growth
in
barcode
data
requires
stringent
curation,
especially
taxonomically
difficult
groups
such
as
marine
invertebrates.
A
major
effort
curating
the
Barcode
Life
Data
Systems
(BOLD)
was
undertaken
during
8
th
International
Conference
(Trondheim,
Norway,
2019).
Major
taxonomic
(crustaceans,
echinoderms,
molluscs,
polychaetes)
were
reviewed
to
identify
those
which
had
disagreement
between
Linnaean
names
Index
Numbers
(BINs).
annotated
four
tags:
a)
MIS-ID
(misidentified,
mislabeled,
or
contaminated
records),
b)
AMBIG
(ambiguous
unresolved
existing
data),
c)
COMPLEX
(species
occurring
multiple
BINs),
d)
SHARE
(barcodes
shared
species).
total
83,712
corresponding
7,576
species
39%
tagged
(7%
MIS-ID,
17%
AMBIG,
14%
COMPLEX,
1%
SHARE).
High
percentages
(>50%)
tags
recorded
gastropods,
whereas
dominated
crustaceans
polychaetes.
high
proportion
reflects
either
flaws
workflow
(e.g.,
misidentification,
cross-contamination)
difficulties
synonyms,
undescribed
Although
curation
is
essential
for
applications,
manual
attempts
examine
large
datasets
are
unsustainable
automated
solutions
extremely
desirable.
Molecular Ecology Resources,
Journal Year:
2022,
Volume and Issue:
23(2), P. 511 - 518
Published: Oct. 14, 2022
DNA
barcoding
and
metabarcoding
are
revolutionizing
the
study
survey
of
biodiversity.
In
order
to
assign
taxonomic
labels
sequence
data
retrieved,
these
methods
strongly
dependent
on
comprehensive
accurate
reference
databases.
Producing
reliable
databases
linking
biological
sequences
can
be-and
often
has
been-done
using
mainstream
tools
such
as
spreadsheet
software.
However,
spreadsheets
quickly
become
insufficient
when
amount
increases
thousands
taxa
be
matched,
validation
operations
more
complex
error
prone
if
done
in
a
manual
way.
Thus,
there
is
clear
need
for
providing
scientists
with
user-friendly,
powerful
manipulate
manage
tractable,
sound
efficient
ways.
Here,
we
introduce
R
package
refdb
an
environment
semi-automatic
assisted
construction
libraries.
The
database
manager
offering
set
functions
import,
organize,
clean,
filter,
audit
export
data.
It
broadly
applicable
generally
obtained
biodiversity
biomonitoring
studies.
We
present
main
features
outline
how
speed
up
generation,
management
handling,
thus
contribute
standardization
repeatability
Metabarcoding and Metagenomics,
Journal Year:
2023,
Volume and Issue:
7
Published: Feb. 23, 2023
Biodiversity
assessments
relying
on
DNA
have
increased
rapidly
over
the
last
decade.
However,
reliability
of
taxonomic
assignments
in
metabarcoding
studies
is
variable
and
affected
by
reference
databases
assignment
methods
used.
Species
level
are
usually
considered
as
reliable
using
regional
libraries
but
unreliable
public
repositories.
In
this
study,
we
aimed
to
test
assumption
for
metazoan
species
detected
Gulf
St.
Lawrence
Northwest
Atlantic.
We
first
created
a
library
(GSL-rl)
data
mining
COI
barcode
sequences
from
BOLD,
included
ranking
system
assignments.
then
estimated
1)
accuracy
precision
repository
NCBI-nt
2)
compared
detection
dataset
either
or
popular
methods.
With
library,
BLAST-LCA
(least
common
ancestor)
method
was
most
precise
assignments,
higher
with
BLAST-TopHit
(>80%
all
taxa,
between
70%
90%
amongst
groups).
dataset,
greater
GSL-rl
NCBI-nt.
also
observed
that
total
number
could
be
maximized
both
different
optimized
The
use
two-step
approach
i.e.,
repository,
improve
studies.
Ecology and Evolution,
Journal Year:
2023,
Volume and Issue:
13(2)
Published: Feb. 1, 2023
The
main
aim
of
this
study
was
to
curate
a
COI
barcode
library
Chironomidae
from
the
Tibetan
Plateau
(TP)
as
an
essential
supplement
public
database.
Another
is
evaluate
current
status
database
in
aspects
taxonomic
coverage,
geographic
representation,
quality,
and
efficiency
for
molecular
identification,
Plateau,
China.
In
study,
512
individuals
TP
were
identified
based
on
morphological
taxonomy
analysis.
metadata
records
downloaded
BOLD,
quality
barcodes
ranked
using
BAGS
program.
reliability
identification
evaluated
with
newly
curated
BLAST
method.
comprised
159
species
54
genera,
which
58.4%
likely
new
science.
There
great
gaps
coverage
representation
database,
only
29.18%
at
level.
concern,
20%
being
determined
concordant
between
BINs
species.
accuracy
poor,
about
50%
matched
could
be
correctly
level
identity
threshold
97%.
Based
these
data,
some
recommendations
are
included
here
improving
barcoding
studies
Chironomidae.
richness
much
higher
than
ever
recorded.
Barcodes
more
groups
regions
urgently
needed
fill
gap
Users
should
take
caution
when
databases
adopted
reference
libraries
assignment.
Biological Invasions,
Journal Year:
2025,
Volume and Issue:
27(2)
Published: Feb. 1, 2025
Abstract
The
increasing
prevalence
of
non-indigenous
species
(NIS)
in
marine
ecosystems
poses
significant
challenges
for
biodiversity
conservation
and
ecosystem
management.
Advances
molecular
techniques
enable
early
detection
long-term
monitoring
such
taxa,
especially
when
coupled
with
spatio-temporally
wide
sampling
by
networks
as
the
European
ARMS
Marine
Biodiversity
Observation
Network
(ARMS-MBON).
This
initiative
performs
standardised
campaigns
using
autonomous
reef
structures
(ARMS)
along
coasts
adjacent
regions,
providing
open-access
DNA
metabarcoding
data
sets.
We
tested
potential
genetic
observatory
to
detect
monitor
NIS
analysing
all
publicly
available
ARMS-MBON
cytochrome
c
oxidase
subunit
I
(COI)
18S
rRNA
amplicon
sequencing
February
2024
a
customised
bioinformatic
pipeline.
Screening
against
World
Register
Introduced
Species
(WRiMS)
applying
manual
curation,
we
identified
63
taxa
considered
at
one
or
more
locations.
included
widespread
new
introductions,
Eucheilota
menoni
Adriatic
Sea.
found
no
significantly
higher
number
samples
from
locations
particularly
impacted
maritime
traffic
compared
other
areas.
Our
results
suggest
that
network
approach
is
powerful
detecting
NIS,
curation
still
an
essential
step
obtaining
reliable
results.
recommend
key
improvements
including
spatially
intense
across
diverse
environments
well
enhancement
reference
checklists
databases
ensure
accurate
identification
both
known
unknown
Europe.
Metabarcoding and Metagenomics,
Journal Year:
2025,
Volume and Issue:
9
Published: April 7, 2025
Freshwater
ecosystems
are
increasingly
threatened
by
human
activities,
leading
to
biodiversity
loss
and
ecosystem
degradation.
Effective
monitoring,
particularly
through
the
use
of
aquatic
macroinvertebrates
as
bioindicators,
is
crucial
for
assessing
ecological
health.
While
traditional
morphological
methods
face
limitations,
DNA
metabarcoding
offers
higher
accuracy
efficiency
in
species
identification
using
environmental
DNA.
However,
success
contingent
on
quality
reference
libraries,
which
often
incomplete
or
biased.
This
study
aimed
construct
share
a
comprehensive
COI-based
barcode
library
freshwater
France,
specifically
targeting
short
gene
regions
amplified
with
fwhF2/fwhR2N
primers,
suitable
degraded
A
list
occurring
French
was
established
from
official
national
checklists
Alpine
lake
surveys.
The
resulting
analysed
taxonomic
completeness,
coverage
cryptic
diversity.
checklist
consisted
2,841
across
10
phyla,
56%
had
at
least
one
COI-5P
sequence
available
Barcode
Life
Data
System
(BOLD).
analysis
diversity,
based
Index
Numbers
(BINs)
highlighted
potential
high
rate
although
it
might
have
been
overestimated
due
wide
geographic
origin
sequences.
Alignment
challenges
primers
were
identified
certain
taxa,
amongst
Coleoptera,
Diptera
Malacostraca.
genetic
diversity
approached
number
haplotypes
per
that
most
limited
only
three
having
more
than
100
haplotypes.
Finally,
this
showed
total
57
shared
116
distinct
species.
work
emphasises
need
expanded
sequencing
efforts
improve
pitfalls
associated
these
further
assessment
Metabarcoding and Metagenomics,
Journal Year:
2021,
Volume and Issue:
5
Published: Dec. 29, 2021
DNA
metabarcoding
has
great
potential
to
improve
marine
biomonitoring
programs
by
providing
a
rapid
and
accurate
assessment
of
species
composition
in
zoobenthic
communities.
However,
some
methodological
improvements
are
still
required,
especially
regarding
failed
detections,
primers
efficiency
incompleteness
databases.
Here
we
assessed
the
two
different
marker
loci
(COI
18S)
three
primer
pairs
detection
through
macrozoobenthic
communities
colonizing
types
artificial
substrates
(slate,
PVC
granite),
sampled
between
3
15
months
deployment.
To
accurately
compare
success
markers,
also
compared
representativeness
detected
public
databases
revised
reliability
taxonomic
assignments.
Globally,
recorded
extensive
complementarity
each
marker,
with
69%
exclusively
either
18S
or
COI.
Individually,
recovered,
at
most,
52%
all
on
samples,
showing
abilities
amplify
specific
groups.
Most
have
reliable
reference
sequences
their
respective
(82%
for
COI
72%
18S),
meaning
that
when
was
one
not
other,
it
most
likely
due
faulty
amplification,
lack
matching
database.
Overall,
results
showed
impact
applied
ability
indicated
that,
currently,
if
only
single
pair
is
employed
zoobenthos
metabarcoding,
fair
portion
diversity
may
be
overlooked.