bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Фев. 5, 2024
Abstract
Although
it
is
well
established
that
the
SARS-CoV-2
spike
glycoprotein
binds
to
host
cell
ACE2
receptor
initiate
infection,
far
less
known
about
tissue
tropism
and
susceptibility
virus.
Differential
expression
across
different
types
of
heparan
sulfate
(HS)
proteoglycans,
with
variably
sulfated
glycosaminoglycans
(GAGs),
their
synergistic
interactions
viral
N-glycans
may
contribute
susceptibility.
Nevertheless,
contribution
remains
unclear
since
HS
evade
experimental
characterization.
We,
therefore,
carried
out
microsecond-long
all-atom
molecular
dynamics
simulations,
followed
by
random
acceleration
fully
glycosylated
spike:ACE2
complex
without
highly
GAG
chains
bound.
By
considering
model
GAGs
as
surrogates
for
expressed
in
lung
cells,
we
identified
key
novel
entry
mechanisms
SARS-CoV-2.
We
find
promotes
structural
energetic
stabilization
active
conformation
binding
domain
(RBD)
reorientation
toward
N-terminal
same
subunit
RBD.
Spike
exert
effects,
promoting
better
packing,
strengthening
protein:protein
interaction,
prolonging
residence
time
complex.
trigger
rearrangement
S2’
functional
protease
cleavage
site
through
allosteric
interdomain
communication.
These
results
thus
show
has
a
multifaceted
role
facilitating
infection
they
provide
mechanistic
basis
development
derivatives
anti-SARS-CoV-2
potential.
Significance
Statement
A
blocking
understand
why
infects
some
more
than
others.
Heparan
proteoglycans
are
differentially
on
surface
cells
and,
receptors,
an
route
Here,
used
computer
simulations
investigate
how
glycosaminoglycans,
lungs,
impact
interaction
between
virus
ACE2.
The
indicate
HS,
together
N-glycans,
stabilizes
triggers
changes,
including
cleavage,
contributing
mechanism.
This
study
lays
understanding
cell-specificity
developing
strategies
inhibiting
infection.
Glycosylation
of
the
SARS-CoV-2
spike
(S)
protein
represents
a
key
target
for
viral
evolution
because
it
affects
both
evasion
and
fitness.
Successful
variations
in
glycan
shield
are
difficult
to
achieve
though,
as
glycosylation
is
also
critical
folding
structural
stability.
Within
this
framework,
identification
sites
that
structurally
dispensable
can
provide
insight
into
evolutionary
mechanisms
inform
immune
surveillance.
In
work,
we
show
through
over
45
μs
cumulative
sampling
from
conventional
enhanced
molecular
dynamics
(MD)
simulations,
how
structure
immunodominant
S
receptor
binding
domain
(RBD)
regulated
by
N
-glycosylation
at
N343
glycan’s
role
changes
WHu-1,
alpha
(B.1.1.7),
beta
(B.1.351),
delta
(B.1.617.2),
omicron
(BA.1
BA.2.86)
variants.
More
specifically,
find
amphipathic
nature
-glycan
instrumental
preserve
integrity
RBD
hydrophobic
core
loss
triggers
specific
consistent
conformational
change.
We
change
allosterically
regulates
conformation
motif
(RBM)
alpha,
RBDs,
but
not
variants,
due
mutations
reinforce
architecture.
support
these
findings,
monosialylated
ganglioside
co-receptors
highly
dependent
on
RBD,
affinity
significantly
across
VoCs.
Ultimately,
functional
work
reinforces
our
understanding
function
allows
us
identify
constraints
within
which
site
become
hotspot
shield.
Proceedings of the National Academy of Sciences,
Год журнала:
2024,
Номер
121(43)
Опубликована: Окт. 14, 2024
Although
it
is
well
established
that
the
SARS-CoV-2
spike
glycoprotein
binds
to
host
cell
ACE2
receptor
initiate
infection,
far
less
known
about
tissue
tropism
and
susceptibility
virus.
Differential
expression
across
different
types
of
heparan
sulfate
(HS)
proteoglycans,
with
variably
sulfated
glycosaminoglycans
(GAGs),
their
synergistic
interactions
viral
N-glycans
may
contribute
susceptibility.
Nevertheless,
contribution
remains
unclear
since
HS
evade
experimental
characterization.
We,
therefore,
carried
out
microsecond-long
all-atom
molecular
dynamics
simulations,
followed
by
random
acceleration
fully
glycosylated
spike:ACE2
complex
without
highly
GAG
chains
bound.
By
considering
model
GAGs
as
surrogates
for
expressed
in
lung
cells,
we
identified
key
entry
mechanisms
SARS-CoV-2.
We
find
promotes
structural
energetic
stabilization
active
conformation
receptor-binding
domain
(RBD)
reorientation
toward
N-terminal
same
subunit
RBD.
Spike
exert
effects,
promoting
better
packing,
strengthening
protein:protein
interaction,
prolonging
residence
time
complex.
binding
trigger
rearrangement
S2’
functional
protease
cleavage
site
through
allosteric
interdomain
communication.
These
results
thus
show
has
a
multifaceted
role
facilitating
they
provide
mechanistic
basis
development
derivatives
anti-SARS-CoV-2
potential.
ACS Applied Bio Materials,
Год журнала:
2023,
Номер
7(2), С. 646 - 656
Опубликована: Март 22, 2023
Glycosylation
is
one
of
the
post-translational
modifications
with
more
than
50%
human
proteins
being
glycosylated.
The
exact
nature
and
chemical
composition
glycans
are
inaccessible
to
X-ray
or
cryo-electron
microscopy
imaging
techniques.
Therefore,
computational
modeling
studies
molecular
dynamics
must
be
used
as
a
"computational
microscope".
spike
(S)
protein
SARS-CoV-2
heavily
glycosylated,
few
play
functional
role
"beyond
shielding".
In
this
mini-review,
we
discuss
investigations
roles
specific
S-protein
ACE2
in
overall
ACE2-S
binding.
We
highlight
different
functions
demonstrated
myriad
models
simulations
context
virus
binding
receptor.
also
interactions
between
glycocalyx
S
protein,
which
may
utilized
design
prophylactic
polysaccharide-based
therapeutics
targeting
protein.
addition,
underline
recent
emergence
coronavirus
variants
their
impact
on
its
glycans.
Glycobiology,
Год журнала:
2023,
Номер
33(8), С. 606 - 614
Опубликована: Авг. 1, 2023
The
release
of
text-generating
applications
based
on
interactive
Large
Language
Models
(LLMs)
in
late
2022
triggered
an
unprecedented
and
ever-growing
interest
worldwide.
almost
instantaneous
success
LLMs
stimulated
lively
discussions
public
media
academic
fora
alike
not
only
the
value
potentials
such
tools
all
areas
knowledge
information
acquisition
distribution
but
also
dangers
posed
by
their
uncontrolled
indiscriminate
use.
This
conversation
is
now
particularly
active
higher
education
sector,
where
are
seen
as
a
potential
threat
to
integrity
at
levels,
from
facilitating
cheating
students
assignments
plagiarizing
writing
case
researchers
administrators.
Within
this
framework,
we
interested
testing
boundaries
LLM
ChatGPT
(www.openai.com)
our
scientific
expertise
analyzing
results
different
perspectives,
i.e.
final
year
BSc
student,
research
scientist,
lecturer
education.
To
end,
paper,
present
discuss
systematic
evaluation
how
addresses
progressively
complex
tasks
exam-type
questions
Carbohydrate
Chemistry
Glycobiology.
project
allowed
us
gain
insight
on:
(i)
strengths
limitations
model
provide
relevant
(most
importantly)
correct
information,
(ii)
format(s)
complexity
query
required
obtain
desired
output,
(iii)
strategies
integrate
teaching
learning.
Biomolecules,
Год журнала:
2025,
Номер
15(4), С. 541 - 541
Опубликована: Апрель 7, 2025
The
SARS-CoV-2
Omicron
variants
show
different
behavior
compared
to
the
previous
variants,
especially
with
respect
Delta
variant,
which
promotes
a
lower
morbidity
despite
being
much
more
contagious.
In
this
perspective,
we
performed
molecular
dynamics
(MD)
simulations
of
spike
RBD/hACE2
complexes
corresponding
WT,
and
four
variants.
Carrying
out
comprehensive
analysis
residue
interactions
within
between
two
partners
allowed
us
draw
profile
each
variant
by
using
complementary
methods
(PairInt,
hydrophobic
potential,
contact
PCA).
PairInt
calculations
highlighted
residues
most
involved
in
electrostatic
interactions,
make
strong
contribution
binding
highly
stable
RBD
hACE2.
Apolar
contacts
made
substantial
detection
patches.
Contact
networks
cross-correlation
matrices
were
able
detect
subtle
changes
at
point
mutations
as
S375F
mutation
occurring
all
is
likely
confer
an
advantage
stability.
This
study
brings
new
highlights
on
dynamic
hACE2,
may
explain
final
persistence
over
Delta.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2023,
Номер
unknown
Опубликована: Апрель 7, 2023
Abstract
The
emergence
of
SARS-CoV-2
variants
alters
the
efficacy
existing
immunity
towards
viral
spike
protein,
whether
acquired
from
infection
or
vaccination.
Mutations
that
impact
N
-glycosylation
may
be
particularly
important
in
influencing
antigenicity,
but
their
consequences
are
difficult
to
predict.
Here,
we
compare
glycosylation
profiles
and
antigenicity
recombinant
ancestral
Wu-1
Gamma
strain,
which
has
two
additional
sites
due
amino
acid
substitutions
N-terminal
domain
(NTD).
We
found
a
mutation
at
residue
20
threonine
asparagine
within
NTD
caused
loss
NTD-specific
antibody
binding.
Glycan
site-occupancy
analyses
revealed
resulted
switching
new
sequon
N20
native
N17
site.
Site-specific
demonstrated
distinct
glycoform
differences
between
Wu-1,
Gamma,
selected
variant
proteins,
these
did
not
affect
Finally,
evaluated
specificity
proteins
against
convalescent
COVID-19
sera
reduced
cross-reactivity
some
mutants,
compared
Wuhan
spike.
Our
results
illustrate
divergence
on
binding
profiles.
Viruses,
Год журнала:
2024,
Номер
16(2), С. 223 - 223
Опубликована: Янв. 31, 2024
Severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2),
the
novel
responsible
for
disease
2019
(COVID-19)
pandemic,
represents
a
serious
threat
to
public
health.
The
spike
(S)
glycoprotein
of
SARS-CoV-2
mediates
viral
entry
into
host
cells
and
is
heavily
glycosylated.
In
this
study,
we
systemically
analyzed
roles
22
putative
N-linked
glycans
in
S
protein
expression,
membrane
fusion,
entry,
stability.
Using
α-glycosidase
inhibitors
castanospermine
NB-DNJ,
confirmed
that
disruption
glycosylation
blocked
maturation
protein,
leading
impairment
protein-mediated
fusion.
Single-amino-acid
substitution
each
sites
with
glutamine
revealed
9
out
were
critical
folding
maturation.
Thus,
at
these
resulted
reduced
cell–cell
fusion
entry.
Notably,
N1074Q
mutation
markedly
affected
stability
induced
significant
receptor-independent
syncytium
(RIS)
formation
HEK293T/hACE2-KO
cells.
Additionally,
removal
furin
cleavage
site
partially
compensated
instability
by
mutation.
Although
corresponding
SARS-CoV
(N1056Q)
did
not
induce
RIS
HEK293T
cells,
N669Q
N1080Q
mutants
exhibited
increased
fusogenic
activity
Therefore,
N-glycans
on
S2
subunits
are
highly
important
maintaining
pre-fusion
state
protein.
This
study
stability,
information
has
implications
design
vaccines
antiviral
strategies.
Measurement Sensors,
Год журнала:
2024,
Номер
33, С. 101117 - 101117
Опубликована: Март 26, 2024
COVID-19
has
affected
billions
of
people
worldwide
and
serious
public
health
effects.
Automatic
image
segmentation
is
crucial
to
improve
clinical
decision-making
for
full
assessments
illness
management
as
well
monitoring.
It
plays
a
part
in
detecting,
diagnosing,
tracking
diseases
by
allowing
the
exact
or
accurate
diseased
regions.
classifying
medical
images
remains
most
difficult
obstacle
diagnosis,
however,
because
lack
annotated
images.
In
this
article,
we
propose
Ensemble
Neural
Net
Sentinel
Algorithm
(ENNSA),
unique
deep
learning
(DL)
method
classification
COVID-19.
Chest
X-ray
dataset
first
collected
from
Kaggle
preprocessed.
The
features
processed
are
retrieved
using
Insistent
Grey
Level
Co-occurrence
Matrix
(IGLCM).
suggested
ENNSA
outperforms
current
techniques
terms
accuracy
(99.25),
precision
(100),
recall
(43),
F1
score
(61)
regardless
unbalanced
datasets,
indicating
its
promise
diagnostic
tool
respiratory
diseases.
addition,
approach
used
separate
chosen
chest
investigational
outcomes
demonstrate
that
our
proposed
strategy
currently
methods