Computational and Structural Biotechnology Journal,
Journal Year:
2024,
Volume and Issue:
23, P. 2407 - 2417
Published: May 24, 2024
The
continuous
evolution
of
severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2),
which
caused
the
recent
pandemic,
has
generated
countless
new
variants
with
varying
fitness.
Mutations
spike
glycoprotein
play
a
particularly
vital
role
in
shaping
its
evolutionary
trajectory,
as
they
have
capability
to
alter
infectivity
and
antigenicity.
We
present
time-resolved
statistical
method,
Dynamic
Expedition
Leading
(deLemus),
analyze
dynamics
SARS-CoV-2
glycoprotein.
proposed
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Aug. 1, 2023
Molecular
mimicry
of
short
linear
interaction
motifs
has
emerged
as
a
key
mechanism
for
viral
proteins
binding
host
domains
and
hijacking
cell
processes.
Here,
we
examine
the
role
RNA-virus
sequence
diversity
in
dynamics
virus-host
interface,
by
analyzing
uniquely
vast
record
viable
SARS-CoV-2
species
with
focus
on
multi-functional
nucleocapsid
protein.
We
observe
abundant
presentation
encoding
several
essential
protein
interactions,
alongside
majority
possibly
non-functional
randomly
occurring
motif
sequences
absent
subsets
virus
species.
A
large
number
emerge
Frontiers research topics,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Jan. 1, 2024
it
is
a
pioneering
approach
to
the
world
of
academia,
radically
improving
way
scholarly
research
managed.The
grand
vision
Frontiers
where
all
people
have
an
equal
opportunity
seek,
share
and
generate
knowledge.Frontiers
provides
immediate
permanent
online
open
access
its
publications,
but
this
alone
not
enough
realize
our
goals.
journal
seriesThe
series
multi-tier
interdisciplinary
set
openaccess,
journals,
promising
paradigm
shift
from
current
review,
selection
dissemination
processes
in
academic
publishing.All
journals
are
driven
by
researchers
for
researchers;
therefore,
they
constitute
service
community.At
same
time,
operates
on
revolutionary
invention,
tiered
publishing
system,
initially
addressing
specific
communities
scholars,
gradually
climbing
up
broader
public
understanding,
thus
serving
interests
lay
society,
too.
Dedication
qualityEach
article
landmark
highest
quality,
thanks
genuinely
collaborative
interactions
between
authors
review
editors,
who
include
some
world's
best
academicians.Research
must
be
certified
peers
before
entering
stream
knowledge
that
may
eventually
reach
-and
shape
society;
only
applies
most
rigorous
unbiased
reviews.Frontiers
revolutionizes
freely
delivering
outstanding
research,
evaluated
with
no
bias
both
social
point
view.By
applying
advanced
information
technologies,
catapulting
into
new
generation.
Abstract
Understanding
the
evolution
of
viral
genomes
is
essential
for
elucidating
how
viruses
adapt
and
change
over
time.
Analyzing
intra-host
single
nucleotide
variants
(iSNVs)
provides
key
insights
into
mechanisms
driving
emergence
new
lineages,
which
are
crucial
predicting
mitigating
future
threats.
Despite
potential
next-generation
sequencing
(NGS)
to
capture
these
iSNVs,
process
fraught
with
challenges,
particularly
risk
capturing
artifacts
that
may
result
in
false
iSNVs.
To
tackle
this
issue,
we
developed
a
workflow
designed
enhance
reliability
iSNV
detection
large
heterogeneous
collections
NGS
libraries.
We
use
130,000
publicly
available
SARS-CoV-2
libraries
show
our
comprehensive
effectively
distinguishes
emerging
mutations
from
errors.
This
approach
incorporates
rigorous
bioinformatics
protocols,
stringent
quality
control
metrics,
innovative
usage
dimensionality
reduction
methods
generate
representations
high-dimensional
dataset.
identified
mitigated
batch
effects
linked
specific
centers
around
world
introduced
metrics
consider
strand
coverage
imbalance,
enhancing
reliability.
Additionally,
pioneer
application
PHATE
visualization
genomic
data
introduce
methodology
quantifies
related
groups
points
within
two-dimensional
space,
ability
explain
clustering
patterns
based
on
their
shared
genetic
characteristics.
Our
sheds
light
complexities
analysis
state-of-the-art
technologies
advances
accurate
mutations,
opening
door
an
enhanced
understanding
adaptation
mechanisms.
Genetic
diversity
is
a
hallmark
of
RNA
viruses
and
the
basis
for
their
evolutionary
success.
Taking
advantage
uniquely
large
genomic
database
SARS-CoV-2,
we
examine
impact
mutations
across
spectrum
viable
amino
acid
sequences
on
biophysical
phenotypes
highly
expressed
multifunctional
nucleocapsid
protein.
We
find
variation
in
physicochemical
parameters
its
extended
intrinsically
disordered
regions
(IDRs)
sufficient
to
allow
local
plasticity,
but
also
exhibiting
functional
constraints
that
similarly
occur
related
coronaviruses.
In
experiments
with
several
N-protein
species
carrying
associated
major
variants,
point
IDRs
can
have
nonlocal
modulate
thermodynamic
stability,
secondary
structure,
protein
oligomeric
state,
particle
formation,
liquid-liquid
phase
separation.
Omicron
variant,
distant
different
compensatory
effects
shifting
delicate
balance
interactions
controlling
assembly
properties,
include
creation
new
protein-protein
interaction
interface
N-terminal
IDR
through
defining
P13L
mutation.
A
picture
emerges
where
genetic
accompanied
by
significant
characteristics
species,
particular
IDRs.
Computational and Structural Biotechnology Journal,
Journal Year:
2024,
Volume and Issue:
23, P. 2407 - 2417
Published: May 24, 2024
The
continuous
evolution
of
severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2),
which
caused
the
recent
pandemic,
has
generated
countless
new
variants
with
varying
fitness.
Mutations
spike
glycoprotein
play
a
particularly
vital
role
in
shaping
its
evolutionary
trajectory,
as
they
have
capability
to
alter
infectivity
and
antigenicity.
We
present
time-resolved
statistical
method,
Dynamic
Expedition
Leading
(deLemus),
analyze
dynamics
SARS-CoV-2
glycoprotein.
proposed