bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Sept. 15, 2023
We
integrate
evolutionary
predictions
based
on
the
neutral
theory
of
molecular
evolution
with
protein
dynamics
to
generate
mechanistic
insight
into
adaptations
SARS-COV-2
Spike
(S)
protein.
With
this
approach,
we
first
identified
Candidate
Adaptive
Polymorphisms
(CAPs)
SARS-CoV-2
and
assessed
impact
these
CAPs
through
analysis.
Not
only
have
found
that
frequently
overlap
well-known
functional
sites,
but
also,
using
several
different
dynamics-based
metrics,
reveal
critical
allosteric
interplay
between
S
binding
sites
human
ACE2
(hACE2)
interact
far
differently
hACE2
site
residues
in
open
conformation
compared
closed
form.
In
particular,
CAP
control
state,
suggesting
an
binding.
also
explored
characteristic
mutations
strains
find
dynamic
hallmarks
potential
effects
future
mutations.
Our
analyses
Delta
strain-specific
variants
non-additive
(i.e.,
epistatic)
interactions
whereas
less
pathogenic
Omicron
mostly
additive
Finally,
our
analysis
suggests
novel
observed
strain
epistatically
help
escape
antibody
International Journal of Biological Macromolecules,
Journal Year:
2024,
Volume and Issue:
269, P. 131864 - 131864
Published: April 29, 2024
NanoLuc
(NLuc)
luciferase
has
found
extensive
application
in
designing
a
range
of
biological
assays,
including
gene
expression
analysis,
protein-protein
interaction,
and
protein
conformational
changes
due
to
its
enhanced
brightness
small
size.
However,
questions
related
mechanism
interaction
with
the
substrate,
furimazine,
as
well
bioluminescence
activity
remain
elusive.
Here,
we
combined
molecular
dynamics
(MD)
simulation
mutational
analysis
show
that
R162A
mutation
results
decreased
but
stable
NLuc
living
cells
vitro.
Specifically,
performed
multiple,
all-atom,
explicit
solvent
MD
simulations
apo
furimazine-docked
(holo)
structures
revealing
differential
absence
presence
ligand.
Further,
trajectories
for
hydrogen
bonds
(H-bonds)
formed
between
furimazine
revealed
substantial
H-bond
R162
Q32
residues.
Mutation
two
residues
R162A,
not
Q32A,
mutant
live
cell
vitro
assays
using
lysates
prepared
from
expressing
proteins
substrate.
In
addition
highlighting
role
residue
activity,
believe
will
find
wide
requiring
extended
monitoring
activity.
Bioluminescence
been
extensively
utilized
developing
variety
biomedical
assays.
this
regard,
engineering
brighter
bioluminescent
proteins,
i.e.
luciferases,
played
significant
role.
This
is
acutely
exemplified
by
luciferase,
which
size
displays
much
thermal
stability
compared
previously
available
luciferases.
While
desirable
multitude
it
would
also
be
useful
develop
variants
display
prolonged
specifically
relevant
require
periods,
such
case
biosensors
designed
slow
enzymatic
or
cellular
signaling
reactions,
without
necessitating
multiple
rounds
substrate
any
specialized
reagents
result
increased
assay
costs.
current
manuscript,
report
possesses
albeit
lower
than
wild-type
NLuc,
envisage
wider
slower
events.
We
integrate
evolutionary
predictions
based
on
the
neutral
theory
of
molecular
evolution
with
protein
dynamics
to
generate
mechanistic
insight
into
adaptations
SARS-COV-2
spike
(S)
protein.
With
this
approach,
we
first
identified
candidate
adaptive
polymorphisms
(CAPs)
SARS-CoV-2
S
and
assessed
impact
these
CAPs
through
analysis.
Not
only
have
found
that
frequently
overlap
well-known
functional
sites,
but
also,
using
several
different
dynamics-based
metrics,
reveal
critical
allosteric
interplay
between
binding
sites
human
ACE2
(hACE2)
interact
far
differently
hACE2
site
residues
in
open
conformation
compared
closed
form.
In
particular,
CAP
control
state,
suggesting
an
binding.
also
explored
characteristic
mutations
strains
find
dynamic
hallmarks
potential
effects
future
mutations.
Our
analyses
Delta
strain-specific
variants
non-additive
(i.e.,
epistatic)
interactions
whereas
less
pathogenic
Omicron
mostly
additive
Finally,
our
analysis
suggests
novel
observed
strain
epistatically
help
escape
antibody
Biomolecules,
Journal Year:
2025,
Volume and Issue:
15(4), P. 541 - 541
Published: April 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.
FEBS Open Bio,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Oct. 14, 2024
Viral
infections
are
a
major
global
health
concern,
affecting
millions
of
people
each
year.
entry
is
one
the
crucial
stages
in
infection
process,
but
its
details
remain
elusive.
Enveloped
viruses
enclosed
by
lipid
membrane
that
protects
their
genetic
material
and
these
linked
to
various
human
illnesses,
including
influenza,
COVID‐19.
Due
advancements
made
field
molecular
simulation,
significant
progress
has
been
unraveling
dynamic
processes
involved
viral
enveloped
viruses.
Simulation
studies
have
provided
deep
insight
into
function
proteins
responsible
for
attaching
host
receptors
promoting
fusion
(fusion
proteins),
deciphering
interactions
between
receptors,
shedding
light
on
functional
significance
key
regions,
such
as
peptide.
These
already
significantly
contributed
our
understanding
this
critical
aspect
assisted
development
effective
strategies
combat
diseases
improve
health.
This
review
focuses
vital
role
facilitating
process
highlights
contributions
simulation
uncover
underlying
mechanisms
action.
Proteins Structure Function and Bioinformatics,
Journal Year:
2024,
Volume and Issue:
92(6), P. 705 - 719
Published: Jan. 5, 2024
Abstract
The
omicron
variant
of
severe
acute
respiratory
syndrome
coronavirus
2
(SARS‐CoV‐2)
characterized
by
30
mutations
in
its
spike
protein,
has
rapidly
spread
worldwide
since
November
2021,
significantly
exacerbating
the
ongoing
COVID‐19
pandemic.
In
order
to
investigate
relationship
between
these
and
variant's
high
transmissibility,
we
conducted
a
systematic
analysis
mutational
effect
on
spike–angiotensin‐converting
enzyme‐2
(ACE2)
interactions
explored
structural/energy
correlation
key
mutations,
utilizing
reliable
coarse‐grained
model.
Our
study
extended
beyond
receptor‐binding
domain
(RBD)
trimer
through
comprehensive
modeling
full‐length
rather
than
just
RBD.
free‐energy
calculation
revealed
that
enhanced
binding
affinity
protein
ACE2
receptor
is
correlated
with
increased
structural
stability
isolated
thus
explaining
heightened
transmissibility.
conclusion
was
supported
our
experimental
analyses
involving
expression
purification
trimer.
Furthermore,
energy
decomposition
established
those
electrostatic
make
major
contributions
this
effect.
We
categorized
into
four
groups
an
analytical
framework
can
be
employed
studying
future
mutations.
Additionally,
calculations
rationalized
reduced
towards
most
available
therapeutic
neutralizing
antibodies,
when
compared
wild
type.
By
providing
concrete
data
offering
solid
explanation,
contributes
better
understanding
theories
observations
lays
foundation
for
investigations.
We
integrate
evolutionary
predictions
based
on
the
neutral
theory
of
molecular
evolution
with
protein
dynamics
to
generate
mechanistic
insight
into
adaptations
SARS-COV-2
spike
(S)
protein.
With
this
approach,
we
first
identified
candidate
adaptive
polymorphisms
(CAPs)
SARS-CoV-2
S
and
assessed
impact
these
CAPs
through
analysis.
Not
only
have
found
that
frequently
overlap
well-known
functional
sites,
but
also,
using
several
different
dynamics-based
metrics,
reveal
critical
allosteric
interplay
between
binding
sites
human
ACE2
(hACE2)
interact
far
differently
hACE2
site
residues
in
open
conformation
compared
closed
form.
In
particular,
CAP
control
state,
suggesting
an
binding.
also
explored
characteristic
mutations
strains
find
dynamic
hallmarks
potential
effects
future
mutations.
Our
analyses
Delta
strain-specific
variants
non-additive
(i.e.,
epistatic)
interactions
whereas
less
pathogenic
Omicron
mostly
additive
Finally,
our
analysis
suggests
novel
observed
strain
epistatically
help
escape
antibody
Scientific Reports,
Journal Year:
2023,
Volume and Issue:
13(1)
Published: Dec. 27, 2023
Abstract
The
human
coronavirus,
SARS-CoV-2,
had
a
negative
impact
on
both
the
economy
and
health,
emerging
resistant
variants
are
an
ongoing
threat.
One
essential
protein
to
target
prevent
virus
replication
is
viral
RNA-dependent
RNA
polymerase
(RdRp).
Sofosbuvir,
uridine
nucleotide
analog
that
potently
inhibits
polymerase,
has
been
found
help
treat
SARS-CoV-2
patients.
This
work
combines
molecular
docking
dynamics
simulation
(MDS)
test
14
sofosbuvir-based
modifications
against
RdRp.
results
reveal
comparable
(slightly
better)
average
binding
affinity
of
five
(compounds
3
,
4
11
12
)
parent
molecule,
sofosbuvir.
Compounds
show
best
affinities
RdRp
(−
16.28
±
5.69
−
16.25
5.78
kcal/mol
energy
compared
16.20
6.35
for
sofosbuvir)
calculated
by
Molecular
Mechanics
Generalized
Born
Surface
Area
(MM-GBSA)
after
MDS.
present
study
proposes
compounds
as
potential
blockers,
although
this
yet
be
proven
experimentally.
We
integrate
evolutionary
predictions
based
on
the
neutral
theory
of
molecular
evolution
with
protein
dynamics
to
generate
mechanistic
insight
into
adaptations
SARS-COV-2
Spike
(S)
protein.
With
this
approach,
we
first
identified
Candidate
Adaptive
Polymorphisms
(CAPs)
SARS-CoV-2
and
assessed
impact
these
CAPs
through
analysis.
Not
only
have
found
that
frequently
overlap
well-known
functional
sites,
but
also,
using
several
different
dynamics-based
metrics,
reveal
critical
allosteric
interplay
between
S
binding
sites
human
ACE2
(hACE2)
interact
far
differently
hACE2
site
residues
in
open
conformation
compared
closed
form.
In
particular,
CAP
control
state,
suggesting
an
binding.
also
explored
characteristic
mutations
strains
find
dynamic
hallmarks
potential
effects
future
mutations.
Our
analyses
Delta
strain-specific
variants
non-additive
(i.e.,
epistatic)
interactions
whereas
less
pathogenic
Omicron
mostly
additive
Finally,
our
analysis
suggests
novel
observed
strain
epistatically
help
escape
antibody