bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: March 12, 2023
Abstract
Deep
sea
cold
seep
sediments
have
been
discovered
to
harbor
novel,
abundant,
and
diverse
bacterial
archaeal
viruses.
However,
little
is
known
about
viral
genetic
features
evolutionary
patterns
in
these
environments.
Here,
we
examined
the
ecology
of
viruses
across
active
extinct
stages
area
Haima
seeps
South
China
Sea.
Diverse
antiviral
defense
systems
487
microbial
genomes
spanning
43
families
inform
dynamics
host-virus
interactions.
Accordingly,
a
total
338
operational
taxonomic
units
are
identified
linked
36
phyla.
Cold
predicted
adaptive
strategies
persist
this
environment,
including
counter-defense
systems,
reverse
transcriptases,
auxiliary
metabolic
genes,
alternative
code
assignments.
Extremely
low
nucleotide
diversity
observed
populations,
being
influenced
by
factors
host,
sediment
depth
stage.
Most
genes
under
strong
purifying
selection
with
trajectories
that
differ
depending
on
whether
or
extinct.
This
work
sheds
light
understanding
environmental
adaptation
mechanisms
sub-seafloor
biosphere.
Journal of General Virology,
Journal Year:
2024,
Volume and Issue:
105(3)
Published: March 6, 2024
Twenty
complete
genomes
(29–63
kb)
and
29
with
an
estimated
completeness
of
over
90
%
(30–90
were
identified
for
novel
dsDNA
viruses
in
the
Yangshan
Harbor
metavirome.
These
newly
discovered
contribute
to
expansion
viral
taxonomy
by
introducing
46
potential
new
families.
Except
one
virus,
all
others
belong
class
Caudoviricetes
.
The
exception
is
a
member
recently
characterized
group
known
as
Gossevirus.
Fifteen
predicted
be
temperate.
hosts
appear
involved
various
aspects
nitrogen
cycle,
including
fixation,
oxidation
denitrification.
Two
have
host
Flavobacterium
Tepidimonas
fonticaldi
,
respectively,
matching
CRISPR
spacers
protospacers.
Our
findings
provide
overview
characterizing
identifying
specific
from
Harbor.
Gossevirus-like
virus
uncovered
emphasizes
need
further
comprehensive
isolation
investigation
polinton-like
viruses.
mSystems,
Journal Year:
2024,
Volume and Issue:
9(9)
Published: Aug. 19, 2024
Although
long-read
sequencing
has
enabled
obtaining
high-quality
and
complete
genomes
from
metagenomes,
many
challenges
still
remain
to
completely
decompose
a
metagenome
into
its
constituent
prokaryotic
viral
genomes.
This
study
focuses
on
decomposing
an
estuarine
obtain
more
accurate
estimate
of
microbial
diversity.
To
achieve
this,
we
developed
new
bead-based
DNA
extraction
method,
novel
bin
refinement
obtained
150
Gbp
Nanopore
sequencing.
We
that
there
are
~500
bacterial
archaeal
species
in
our
sample
68
bins
(>90%
complete,
<5%
contamination,
≤5
contigs,
contig
length
>100
kbp,
all
ribosomal
tRNA
genes).
also
contigs
picoeukaryotes,
environmental
larger
eukaryotes
such
as
mammals,
mitochondrial
chloroplast
detected
~40,000
populations.
Our
analysis
indicates
only
few
strains
comprise
most
the
abundances.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2021,
Volume and Issue:
unknown
Published: Oct. 27, 2021
Abstract
Sequence
classification
reduces
the
complexity
of
metagenomes
and
facilitates
a
fundamental
understanding
structure
function
microbial
communities.
Binary
metagenomic
classifiers
offer
an
insufficient
solution
because
environmental
are
typically
derived
from
multiple
sequence
sources,
including
prokaryotes,
eukaryotes
viruses
both.
Here
we
introduce
deep-learning
based
(as
opposed
to
alignment-based)
classifier,
DeepMicroClass,
that
classifies
contigs
into
five
classes,
i.e.,
infecting
prokaryotic
or
eukaryotic
hosts,
chromosomes,
plasmids.
At
different
lengths,
DeepMicroClass
achieved
area
under
receiver
operating
characteristic
curve
(AUC)
scores
>0.98
for
most
with
exception
distinguishing
plasmids
chromosomes
(AUC
≈
0.97).
By
benchmarking
on
20
designed
datasets
variable
class
composition,
showed
obtained
average
accuracy
∼0.99,
∼0.97,
∼0.99
eukaryotic,
plasmid
viral
contig
classification,
respectively,
which
were
significantly
higher
than
other
state-of-the-art
individual
predictors.
Using
1-300
µm
daily
time-series
dataset
sampled
coastal
Southern
California
as
case
study,
read
proportions
recruited
by
could
be
doubled
DeepMicroClass’s
compared
counterparts
alignment-based
classifiers.
With
its
inclusive
modeling
unprecedented
performance,
expect
will
useful
addition
toolbox
ecologists,
promote
studies
under-appreciated
types.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: March 12, 2023
Abstract
Deep
sea
cold
seep
sediments
have
been
discovered
to
harbor
novel,
abundant,
and
diverse
bacterial
archaeal
viruses.
However,
little
is
known
about
viral
genetic
features
evolutionary
patterns
in
these
environments.
Here,
we
examined
the
ecology
of
viruses
across
active
extinct
stages
area
Haima
seeps
South
China
Sea.
Diverse
antiviral
defense
systems
487
microbial
genomes
spanning
43
families
inform
dynamics
host-virus
interactions.
Accordingly,
a
total
338
operational
taxonomic
units
are
identified
linked
36
phyla.
Cold
predicted
adaptive
strategies
persist
this
environment,
including
counter-defense
systems,
reverse
transcriptases,
auxiliary
metabolic
genes,
alternative
code
assignments.
Extremely
low
nucleotide
diversity
observed
populations,
being
influenced
by
factors
host,
sediment
depth
stage.
Most
genes
under
strong
purifying
selection
with
trajectories
that
differ
depending
on
whether
or
extinct.
This
work
sheds
light
understanding
environmental
adaptation
mechanisms
sub-seafloor
biosphere.