Methods in Ecology and Evolution,
Journal Year:
2022,
Volume and Issue:
14(2), P. 529 - 542
Published: Nov. 30, 2022
Abstract
Predicting
the
taxonomic
affiliation
of
DNA
sequences
collected
from
biological
samples
is
a
fundamental
step
in
biodiversity
assessment.
This
task
performed
by
leveraging
existing
databases
containing
reference
endowed
with
identification.
However,
environmental
can
be
organisms
that
are
either
unknown
to
science
or
for
which
there
no
available.
Thus,
novelty
sequence
needs
accounted
when
doing
classification.
We
propose
Bayesian
nonparametric
classifiers,
BayesANT,
use
species
sampling
model
priors
allow
unobserved
taxa
discovered
at
each
rank.
Using
simple
product
multinomial
likelihood
conjugate
Dirichlet
lowest
rank,
highly
flexible
supervised
algorithm
developed
provide
probabilistic
prediction
placement
As
an
illustration,
we
run
our
on
carefully
annotated
library
Finnish
arthropods
(FinBOL).
To
assess
ability
BayesANT
recognize
and
predict
known
affiliations
correctly,
test
it
two
training‐test
splitting
scenarios,
different
proportion
training.
show
how
attains
accurate
predictions
reliably
quantifies
classification
uncertainty,
especially
many
set
affiliated
By
enabling
barcodes
identify
unseen
branches,
believe
will
broad
utility
as
tool
metabarcoding
within
bioinformatics
pipelines.
Trends in Ecology & Evolution,
Journal Year:
2022,
Volume and Issue:
37(10), P. 872 - 885
Published: July 8, 2022
Insects
are
the
most
diverse
group
of
animals
on
Earth,
but
their
small
size
and
high
diversity
have
always
made
them
challenging
to
study.
Recent
technological
advances
potential
revolutionise
insect
ecology
monitoring.
We
describe
state
art
four
technologies
(computer
vision,
acoustic
monitoring,
radar,
molecular
methods),
assess
advantages,
current
limitations,
future
potential.
discuss
how
these
can
adhere
modern
standards
data
curation
transparency,
implications
for
citizen
science,
integration
among
different
monitoring
programmes
technologies.
argue
that
they
provide
unprecedented
possibilities
it
will
be
important
foster
international
via
collaboration.
Biodiversity Data Journal,
Journal Year:
2023,
Volume and Issue:
11
Published: Feb. 14, 2023
The
small
genus
Coelophthinia
Edwards,
1941
of
the
subfamily
Gnoristinae
(Diptera,
Mycetophilidae)
is
so
far
known
to
harbour
four
species
from
Palaearctic,
Nearctic
and
Neotropical
Regions.
Extensive
DNA
barcoding
fungus
gnats
family
Mycetophilidae
through
International
Barcode
Life
project
(iBOL)
have
initiated
integrative
studies
resulting
in
taxonomic
upgrades
a
better
understanding
many
their
delimitation.
opportunity
was
also
taken
describe
mitogenome
member
for
first
time.
give
evidence
splitting
European
C.
thoracica
into
three
different
species.
Four
new
are
described
USA,
Japan
Nordic
Region
Europe,
cirra
Kerr
sp.
n.
,
itoae
Kurina
lata
Kjaerandsen
loraasi
raising
number
Holarctic
two
six.
analysed.
Biodiversity Data Journal,
Journal Year:
2023,
Volume and Issue:
11
Published: March 1, 2023
DNA
barcoding
technologies
have
provided
a
powerful
tool
for
the
fields
of
ecology
and
systematics.
Here,
we
present
part
InBIO
Barcoding
Initiative
Database:
contribution
to
knowledge
on
barcodes
cuckoo
wasps
(Hymenoptera,
Chrysididae)
dataset
representing
144
specimens
103
species,
covering
approximately
44%
Iberian
21%
European
fauna.
The
(IBI
–
Portuguese
terrestrial
invertebrate
biodiversity)
aims
fill
gap
taxa.
All
extractions
are
deposited
in
IBI
collection
at
CIBIO,
Research
Center
Biodiversity
Genetic
Resources
University
Mons
(Belgium)
Natur-Museum
Lucerne
(Switzerland).
This
increases
distribution
102
species
wasps.
A
total
52
from
11
different
genera,
were
new
additions
Barcode
Life
Data
System
(BOLD),
with
another
44
added
under-represented
taxa
BOLD.
their
publicly
accessible
through
BOLD
online
database.
Nine
wasp
newly
recorded
Portugal.
Additionally,
two
science
described:
Chrysis
crossi
Rosa,
sp.
nov.
southern
Portugal
Hedychridium
calcarium
eastern
Spain.
Several
taxonomic
changes
proposed
Hedychrum
rutilans
Dahlbom,
1845
is
found
consist
that
can
be
sympatry,
s.
str.
viridaureum
Tournier,
1877
stat.
Stilbum
westermanni
confirmed
as
distinct
calens
(Fabricius,
1781),
latter
not
Iberia;
barcoded
material
Australia
represents
amethystium
1775)
resurr.;
identified
chloropygum
Buysson,
1888
actually
belongs
caputaureum
Trautmann
&
Trautmann,
1919,
first
record
this
Iberia.
Philoctetes
parvulus
(Dahlbom,
1845)
synonym
punctulatus
1845).
lusitanica
Bischoff,
1910
valid
species.
hebraeica
Linsenmaier,
1959
raised
status.
Philosophical Transactions of the Royal Society B Biological Sciences,
Journal Year:
2024,
Volume and Issue:
379(1904)
Published: May 5, 2024
DNA-based
identification
is
vital
for
classifying
biological
specimens,
yet
methods
to
quantify
the
uncertainty
of
sequence-based
taxonomic
assignments
are
scarce.
Challenges
arise
from
noisy
reference
databases,
including
mislabelled
entries
and
missing
taxa.
PROTAX
addresses
these
issues
with
a
probabilistic
approach
classification,
advancing
on
that
rely
solely
sequence
similarity.
It
provides
calibrated
partially
populated
hierarchy,
accounting
taxa
lack
references
incorrect
annotation.
While
effective
smaller
scales,
global
application
necessitates
substantially
larger
libraries,
goal
previously
hindered
by
computational
barriers.
We
introduce
PROTAX-GPU,
scalable
algorithm
capable
leveraging
Barcode
Life
Data
System
(>14
million
specimens)
as
database.
Using
graphics
processing
units
(GPU)
accelerate
similarity
nearest-neighbour
operations
JAX
library
Python
integration,
we
achieve
over
1000
×
speedup
compared
central
unit
(CPU)-based
implementation
without
compromising
PROTAX's
key
benefits.
PROTAX-GPU
marks
significant
stride
towards
real-time
DNA
barcoding,
enabling
quicker
more
efficient
species
in
environmental
assessments.
This
capability
opens
up
new
avenues
monitoring
analysis
biodiversity,
our
ability
understand
respond
ecological
dynamics.
article
part
theme
issue
'Towards
toolkit
insect
biodiversity
monitoring'.
Insects,
Journal Year:
2024,
Volume and Issue:
15(11), P. 850 - 850
Published: Oct. 30, 2024
Germany
is
home
to
a
rich
cuckoo
wasp
fauna
(Hymenoptera:
Chrysididae)
with
about
108
species.
However,
several
nomenclatural
changes,
the
lack
of
identification
keys,
and
discovery
cryptic
species
difficult
identify
based
on
external
morphology
have
made
challenge.
COI
barcoding
has
been
instrumental
in
some
could
help
alleviate
above
problems,
but
reliable
large
reference
database
containing
barcodes
lacking.
We
present
more
than
800
specimens
101
native
lay
foundation
for
barcode-based
German
An
analysis
barcode
sequences
suggested
groups
that
are
largely
consistent
current
taxonomy
group.
found
few
cases
over-
or
undersplitting
taxa.
In
common
species,
high
degree
divergence
suggests
presence
need
be
further
assessed
by
integrative
approaches.
Our
library
will
enhance
researchers'
ability
reliably
within
this
fascinating
group
insects,
particular
identifying
life
stages
offer
no
morphological
features
species-level
identification.
Insects,
Journal Year:
2022,
Volume and Issue:
13(2), P. 147 - 147
Published: Jan. 29, 2022
DNA
barcoding
has
tremendous
potential
for
advancing
species
knowledge
many
diverse
groups
of
insects,
potentially
paving
way
machine
identification
and
semi-automated
monitoring
whole
insect
faunas.
Here,
I
review
the
current
state
superfamily
Sciaroidea
(Diptera),
a
group
consisting
eight
understudied
fly
families
where
described
in
world
makes
up
some
10%
(≈16,000
species)
all
Diptera.
World
data
were
extracted
from
Barcode
Life
online
database
BoldSystems
(BOLD)
contrasted
with
results
experiences
Nordic
project
to
build
reference
library.
Well
over
1.2
million
(1,224,877)
specimens
have
been
submitted
barcoding,
giving
barcode-compliant
sequences
resulting
56,648
so-called
barcode
index
numbers
(BINs,
machine-generated
proxies
species).
Although
BINs
on
BOLD
already
represent
3.5
times
number
species,
merely
2850
named
(described
or
interim
names,
5%
BINs)
currently
assigned
BIN.
The
other
95%
remain
as
dark
taxa
figuring
frontier
publications
statistics
representing
diversity
within
family.
In
region,
however,
substantial
progress
made
towards
building
complete
library,
making
55%
BOLD.
Another
major
source
(31%)
comes
COI
mined
GenBank,
generated
through
phylogenetic
integrative
studies
outside
Building
quality
library
insects
such
requires
heavy
investment,
both
pre
sequence
post
sequence,
by
trained
taxonomists
curate
voucher
collections,
continually
improve
describe
new
species.
Only
when
are
properly
calibrated
rigorously
quality-checked
can
great
classical
taxonomic
metabarcoding,
eDNA
ecology
be
realized.
Molecular Ecology Resources,
Journal Year:
2023,
Volume and Issue:
23(6), P. 1389 - 1402
Published: April 6, 2023
DNA
barcoding
is
a
well-established
tool
for
rapid
species
identification
and
biodiversity
monitoring.
A
reliable
traceable
barcode
reference
library
with
extensive
coverage
necessary
but
unavailable
many
geographical
regions.
The
arid
region
in
northwestern
China,
vast
area
of
about
2.5
million
km2
,
ecologically
fragile
often
overlooked
studies.
In
particular,
data
from
the
China
are
lacking.
We
develop
evaluate
efficacy
an
native
flowering
plants
China.
Plant
specimens
were
collected,
identified
vouchered
this
purpose.
database
utilized
four
markers,
namely
rbcL,
matK,
ITS
ITS2,
1816
accessions
(representing
890
385
genera
72
families),
consisted
5196
sequences.
Individual
barcodes
varied
resolution
rates:
species-
genus-level
rates
ITS2
79.9%-51.1%/76.1%,
79.9%-67.2%/88.9%,
85.0%-72.0%/88.2%
81.0%-67.4%/84.9%,
respectively.
three-barcode
combination
rbcL
+
matK
(RMI)
revealed
higher
(75.5%/92.1%,
respectively).
total
110
plastomes
newly
generated
as
super-barcodes
to
increase
seven
species-rich
genera,
Astragalus,
Caragana,
Lactuca,
Lappula,
Lepidium,
Silene
Zygophyllum.
Plastomes
compared
standard
their
combination.
suggest
future
databases
include
super-barcodes,
especially
complex
genera.
plant
current
study
provides
valuable
resource
biological
investigations
regions
Insect Systematics and Diversity,
Journal Year:
2023,
Volume and Issue:
7(5)
Published: Sept. 1, 2023
Abstract
Relationships
among
spider
families
that
lack
support
through
other
lines
of
evidence
(e.g.,
morphology)
have
recently
been
uncovered
molecular
phylogenetics.
One
such
group
is
the
“marronoid”
clade,
which
contains
about
3,400
described
species
in
9
families.
Marronoids
run
gamut
life
history
strategies,
with
social
species,
producing
a
variety
silk
types,
and
occurring
range
extreme
environments.
Despite
recognition
ecological
variability
group,
there
remains
uncertainty
family-
level
relationships,
leaving
diverse
ecologies
without
an
evolutionary
context.
The
phylogenies
produced
to
date
relatively
low
nodal
support,
are
few
defined
morphological
synapomorphies,
internal
relationships
many
remain
unclear.
We
use
93
exemplars
from
all
marronoid
ultraconserved
element
loci
captured
silico
combination
48
novel
low-coverage
whole
genomes
genomic
data
Sequence
Read
Archive
(SRA)
produce
50%
occupancy
matrix
1,277
set
probes.
These
were
used
infer
phylogeny
clade
evaluate
familial
within
combined
single-locus
(Sanger)
legacy
further
increase
taxonomic
sampling.
Our
results
indicate
clearly
well-supported
provide
for
both
monophyly
paraphyly
currently
clade.
propose
changes
accordance
resulting
phylogenetic
hypothesis,
including
elevating
Cicurinidae
(restored
status)
Macrobunidae
(new
rank).
Proceedings of the Royal Society B Biological Sciences,
Journal Year:
2025,
Volume and Issue:
292(2046)
Published: May 1, 2025
DNA
metabarcoding
of
species-rich
taxa
is
becoming
a
popular
high-throughput
method
for
biodiversity
inventories.
Unfortunately,
its
accuracy
and
efficiency
remain
unclear,
as
results
mostly
pertain
to
poorly
known
in
underexplored
regions.
This
study
evaluates
what
an
extensive
sampling
effort
combined
with
can
tell
us
about
the
lepidopteran
fauna
Sweden—one
best-understood
insect
one
most-surveyed
countries
world.
We
deployed
197
Malaise
traps
across
Sweden
year,
generating
4749
bulk
samples
metabarcoding,
compared
existing
data
sources.
detected
more
than
half
(1535)
2990
Swedish
species
323
not
reported
during
period
by
other
providers.
Full-length
barcoding
confirmed
three
new
country,
substantial
range
extensions
two
eight
genetically
distinct
barcode
variants
potentially
representing
species,
which
has
since
been
described.
Most
records
represented
small,
inconspicuous
from
surveyed
regions,
highlighting
components
overlooked
traditional
surveying.
These
findings
demonstrate
that
highly
efficient
accurate
method,
capable
yielding
significant
discoveries
even
most
well
faunas.
Diversity,
Journal Year:
2023,
Volume and Issue:
15(2), P. 214 - 214
Published: Feb. 2, 2023
Species
inventories
are
a
prerequisite
for
biodiversity
monitoring
and
conservation,
particularly
in
protected
areas.
However,
the
possibilities
of
standardized
survey
species
diversity
using
DNA
barcoding
have
so
far
hardly
been
implemented,
especially
species-rich
groups.
A
first-time
molecular-based
nearly
complete
inventory
megadiverse
insect
order
Lepidoptera
area
Alps
(Cottian
Alps,
Italy)
was
intended
to
test
reliability
DNA-based
identifications.
From
voucher
material
collected
between
2019
2022,
we
successfully
sequenced
1213
morphospecies
that
grouped
into
1204
BINs
(barcode
index
numbers),
whereas
failed
another
18
species.
total
35
shared
BIN
with
one
or
more
taxa,
but
majority
19
could
still
be
discriminated
by
divergent
sequences.
12
split
two
BINs.
These
further
22
taxa
unique
barcode
divergences
>2%
nearest
neighbor
require
taxonomic
re-assessment.
Two
additional
cryptic
from
study
were
described
recently.
Finally,
16
newly
recorded
Italy.
Our
study,
therefore,
demonstrates
importance
both
faunistics
discovery
diversity,
even
apparently
well-studied