bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2021,
Volume and Issue:
unknown
Published: Dec. 3, 2021
Abstract
Ab
initio
quantum
mechanical
models
can
characterize
and
predict
intermolecular
binding,
but
only
recently
have
including
more
than
a
few
hundred
atoms
gained
traction.
Here,
we
simulate
∼13,000
to
binding
of
SARS-CoV-2
spike
variants
the
human
receptor
ACE2
(hACE2).
We
compare
four
in
our
analysis:
Wuhan,
Omicron,
two
Omicron-based
variants.
To
assess
mechanistically
energetic
contribution
each
amino
acid
involved,
effect
select
single
point
mutations.
validate
computational
predictions
experimentally
by
comparing
efficacy
cells
expressing
hACE2.
argue
that
this
model,
QM-CR,
identify
mutations
critical
for
interactions
inform
engineering
high-specificity
interactors.
One-Sentence
Summary
modeling
strength
variants’
cell
receptor.
The
continued
evolution
of
severe
acute
respiratory
syndrome
2
(SARS-CoV-2)
requires
persistent
monitoring
its
subvariants.
Omicron
subvariants
are
responsible
for
the
vast
majority
SARS-CoV-2
infections
worldwide,
with
XBB
and
BA.2.86
sublineages
representing
more
than
90%
circulating
strains
as
January
2024.
To
better
understand
parameters
involved
in
viral
transmission,
we
characterized
functional
properties
Spike
glycoproteins
from
BA.2.75,
CH.1.1,
DV.7.1,
BA.4/5,
BQ.1.1,
XBB,
XBB.1,
XBB.1.16,
XBB.1.5,
FD.1.1,
EG.5.1,
HK.3,
JN.1.
We
tested
their
capacity
to
evade
plasma-mediated
recognition
neutralization,
binding
angiotensin-converting
enzyme
(ACE2),
susceptibility
cold
inactivation,
processing,
well
impact
temperature
on
Spike-ACE2
interaction.
found
that
compared
early
wild-type
(D614G)
strain,
most
subvariants'
evolved
escape
neutralization
by
plasma
individuals
who
received
a
fifth
dose
bivalent
(BA.1
or
BA.4/5)
mRNA
vaccine
improve
ACE2
binding,
particularly
at
low
temperatures.
Moreover,
had
best
affinity
all
temperatures
tested.
processing
is
associated
inactivation.
Intriguingly,
was
significantly
growth
rates
humans.
Overall,
report
Spikes
newly
emerged
relatively
stable
resistant
present
improved
which
associated,
temperatures,
rates.IMPORTANCEThe
gave
rise
wide
range
variants
harboring
new
mutations
glycoproteins.
Several
factors
have
been
transmission
fitness
such
plasma-neutralization
whether
additional
could
be
importance
variants'
characterize
several
glycoprotein
presents
an
further
temperature.
interaction
strongly
rate,
such,
represent
another
parameter
affecting
transmission.
SSRN Electronic Journal,
Journal Year:
2022,
Volume and Issue:
unknown
Published: Jan. 1, 2022
Background:
Estimates
of
immunity
and
severity
for
the
SARS-CoV-2
omicron
subvariant
BA.5
are
important
to
assess
public
health
impact
associated
with
its
rapid
global
spread
despite
vaccination.
We
estimated
natural
vaccine
relative
BA.2
in
Denmark,
a
country
high
mRNA
vaccination
coverage
free-of-charge
RT-PCR
testing.Methods:
This
was
an
observational
cohort
study
including
residents
18
years
or
older
test
between
10
April
20
June,
2022,
identified
national
COVID-19
surveillance
system
database
information
since
February,
2020,
on
tests,
wholegenome
sequencing,
vaccinations
hospitalisations
positive
as
main
diagnosis.
calculated
effect
prior
infection
odds
ratio
(OR)
among
triple-vaccinated
individuals
(%protection=1-OR).
For
we
also
OR
triple-vaccination
vs
none
(ie.
effectiveness)
hospitalisation.
ORs
were
logistic
regression
models
adjusted
age,
time,
sex,
region,
comorbidities.Findings:
Among
4,809
cases
164,369
test-negative
individuals,
highly
protective
against
(93.6%,
95%CI92.1-94.8;
96
29,832
omicron).
4,913
31,874
cases,
not
different
(OR1.02,
95%CI0.83-1.26).
Although
overall
number
due
diagnosis
low
stable
during
period,
proportion
infected
increased.
In
crude
analysis
hospitalisation
(OR
1.04
(0.83-1.31)
whereas
1.65
(1.16-2.34).
The
increased
strata
age
calendar
period
–
two
covariates
largest
contribution
confounding
OR.Interpretation:
found
protection
from
similar
effectiveness
currently
BA.2.
covariates,
risk
which
needs
confirmation
continued
period.Funding
Statement:
None.Declaration
Interests:
None.Ethics
Approval
performed
under
authority
task
Danish
infectious
disease
control
institute,
allows
Statens
Serum
Institut
perform
analyses
data
existing
systems.
According
law,
ethical
approval
individual
consent
is
required
anonymized
aggregated
register-based
studies.
Genome Medicine,
Journal Year:
2022,
Volume and Issue:
14(1)
Published: Dec. 29, 2022
Abstract
Background
The
emergence
of
SARS-CoV-2
Omicron
subvariants
has
raised
questions
regarding
resistance
to
immunity
by
natural
infection
or
immunization.
We
examined
the
sensitivity
Delta
and
(BA.1,
BA.1.1,
BA.2,
BA.2.12.1,
BA.4/5,
BA.3)
neutralizing
antibodies
from
BBIBP-CorV-vaccinated
BBIBP-CorV-
ZF2001-boosted
individuals,
as
well
individuals
with
BA.1
breakthrough
infections,
determined
their
fusogenicity
infectivity.
Methods
In
this
cross-sectional
study,
serum
samples
two
doses
1
(
n
=
36),
3
7
37)
months
after
second
dose;
25)
30)
individuals;
fully
vaccinated
26)
were
collected.
serum-neutralizing
reactivity
potency
bebtelovimab
assessed
against
D614G,
Delta,
through
a
pseudovirus
neutralization
assay.
infectivity
cell-cell
fusion
assay
assay,
respectively.
Results
markedly
escaped
vaccine-elicited
BBIBP-CorV
comparable
efficiency.
A
third
dose
vaccination
ZF2001
increased
antibody
titers
breadth
three
subvariants.
infections
induced
D614G
variants,
whereas
elicited
stronger
broader
response
than
infections.
BA.2.12.1
BA.4/5
are
more
resistant
Bebtelovimab
had
no
significant
loss
Cell
culture
experiments
showed
be
less
fusogenic
have
higher
Conclusions
These
findings
important
public
health
implications
highlight
importance
repeated
exposure
antigens
broaden
Applied Artificial Intelligence,
Journal Year:
2025,
Volume and Issue:
39(1)
Published: March 14, 2025
Viruses
are
prone
to
rapid
mutations
that
enhance
traits
like
transmissibility
and
resistance
treatments.
The
adaptability
complicates
the
development
of
effective
vaccines.
study
investigates
dynamic
interactions
between
humans
COVID-19
virus
through
time-series
analysis,
focusing
on
how
these
evolve
over
time.
A
novel
approach
was
introduced
using
adversarial
networks
model
relationship
human
viral
entities,
capturing
their
temporal
dynamics.
Two
interdependent
models
trained
within
a
framework,
allowing
us
forecast
identify
influential
features.
Saliency
maps
were
utilized
visualize
factors
affecting
technique
helps
reveal
specific
properties
shift
in
response
factors.
findings
aim
understanding
human-virus
dynamics,
particularly
for
COVID-19,
offering
potential
insights
public
health
strategies
interventions.
By
combining
with
saliency
visualization,
provides
an
intensive
analyzing
interpreting
complex
viruses.
Future Virology,
Journal Year:
2023,
Volume and Issue:
18(4), P. 225 - 242
Published: March 1, 2023
Aim:
Bioinformatic
analysis
of
mutation
sets
in
receptor-binding
domain
(RBD)
currently
and
previously
circulating
SARS-CoV-2
variants
concern
(VOCs)
interest
(VOIs)
to
assess
their
ability
bind
the
ACE2
receptor.
Methods:In
silico
sequence
structure-oriented
approaches
were
used
evaluate
impact
single
multiple
mutations.
Results:
Mutations
detected
VOCs
VOIs
led
reduction
binding
free
energy
RBD-ACE2
complex,
forming
additional
chemical
bonds
with
ACE2,
an
increase
complex
stability.
Conclusion:
Mutation
characteristic
have
effects
on
affinity
associated
amino
acid
interactions
at
sites,
as
well
acquisition
other
viral
adaptive
advantages.The
infectious
potential
(Alpha,
Beta,
Gamma,
Delta,
Omicron,
etc.)
that
causes
COVID-19
is
mainly
due
virus
Particularly
important
for
development
disease
interaction
coronavirus
spike
protein
a
receptor
surface
human
cell,
result
which
penetrates
cell.
Angiotensin-binding
enzyme
(ACE2)
such
humans,
there
protein.
In
this
study,
using
bioinformatic
methods,
mutations
RBD
was
carried
out
find
influence
functionality
interact
high
stability,
ultimately
leads
infection.
A
number
virus.
More
recent
more
than
one
RBD,
so
are
complex.
It
constantly
evolving,
increasing
receptor,
avoiding
immune
response.
The
Omicron
variant,
has
least
15
most
successful
these
directions.