bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: March 18, 2024
Abstract
Successively
emerging
SARS-CoV-2
variants
lead
to
repeated
epidemic
surges
through
escalated
spreading
potential
(i.e.,
fitness).
Modeling
genotype–fitness
relationship
enables
us
pinpoint
the
mutations
boosting
viral
fitness
and
flag
high-risk
immediately
after
their
detection.
Here,
we
introduce
CoVFit,
a
protein
language
model
able
predict
of
based
solely
on
spike
sequences.
CoVFit
was
trained
with
data
derived
from
genome
surveillance
functional
mutation
related
immune
evasion.
When
limited
only
available
before
emergence
XBB,
successfully
predicted
higher
XBB
lineage.
Fully-trained
identified
549
elevation
events
throughout
evolution
until
late
2023.
Furthermore,
CoVFit-based
simulation
JN.1
subvariants
Our
study
provides
both
insight
into
landscape
novel
tool
potentially
transforming
surveillance.
International Journal of Molecular Sciences,
Journal Year:
2023,
Volume and Issue:
24(10), P. 9072 - 9072
Published: May 22, 2023
Mutation
research
is
crucial
for
detecting
and
treating
SARS-CoV-2
developing
vaccines.
Using
over
5,300,000
sequences
from
genomes
custom
Python
programs,
we
analyzed
the
mutational
landscape
of
SARS-CoV-2.
Although
almost
every
nucleotide
in
genome
has
mutated
at
some
time,
substantial
differences
frequency
regularity
mutations
warrant
further
examination.
C>U
are
most
common.
They
found
largest
number
variants,
pangolin
lineages,
countries,
which
indicates
that
they
a
driving
force
behind
evolution
Not
all
genes
have
same
way.
Fewer
non-synonymous
single
variations
encode
proteins
with
critical
role
virus
replication
than
ancillary
roles.
Some
genes,
such
as
spike
(S)
nucleocapsid
(N),
show
more
others.
prevalence
target
regions
COVID-19
diagnostic
RT-qPCR
tests
generally
low,
cases,
primers
bind
to
N
gene,
it
significant.
Therefore,
ongoing
monitoring
crucial.
The
Portal
provides
access
database
mutations.
Journal of Chemical Information and Modeling,
Journal Year:
2023,
Volume and Issue:
63(16), P. 5272 - 5296
Published: Aug. 7, 2023
The
new
generation
of
SARS-CoV-2
Omicron
variants
displayed
a
significant
growth
advantage
and
increased
viral
fitness
by
acquiring
convergent
mutations,
suggesting
that
the
immune
pressure
can
promote
evolution
leading
to
sudden
acceleration
evolution.
In
current
study,
we
combined
structural
modeling,
microsecond
molecular
dynamics
simulations,
Markov
state
models
characterize
conformational
landscapes
identify
specific
dynamic
signatures
spike
complexes
with
host
receptor
ACE2
for
recently
emerged
highly
transmissible
XBB.1,
XBB.1.5,
BQ.1,
BQ.1.1
variants.
Microsecond
simulations
Markovian
modeling
provided
detailed
characterization
functional
states
revealed
thermodynamic
stabilization
XBB.1.5
subvariant,
which
be
contrasted
more
BQ.1
subvariants.
Despite
considerable
similarities,
mutations
induce
unique
distributions
states.
results
suggested
variant-specific
changes
mobility
in
interfacial
loops
receptor-binding
domain
protein
fine-tuned
through
crosstalk
between
could
provide
an
evolutionary
path
modulation
escape.
By
combining
atomistic
analysis
perturbation-based
approaches,
determined
important
complementary
roles
mutation
sites
as
effectors
receivers
allosteric
signaling
involved
plasticity
regulation
communications.
This
study
also
hidden
pockets
control
distribution
flexible
adaptable
regions.
Infection,
Journal Year:
2024,
Volume and Issue:
52(3), P. 767 - 786
Published: March 30, 2024
The
COVID-19
pandemic
has
affected
hundreds
of
millions
individuals
and
caused
more
than
six
million
deaths.
prolonged
duration
the
continual
inter-individual
transmissibility
have
contributed
to
emergence
a
wide
variety
SARS-CoV-2
variants.
Genomic
surveillance
phylogenetic
studies
shown
that
substantial
mutations
in
crucial
supersites
spike
glycoprotein
modulate
binding
affinity
evolved
SARS-COV-2
lineages
ACE2
receptors
modify
protein
with
neutralizing
antibodies.
immunological
been
associated
differential
transmissibility,
infectivity,
therapeutic
efficacy
vaccines
therapies
among
new
This
review
highlights
diverse
genetic
assimilated
various
implications
acquired
related
viral
transmission,
severity
are
discussed.
also
addresses
effectiveness
human
antibodies
induced
by
infection
or
immunization
against
ascended
Cell Biology International,
Journal Year:
2024,
Volume and Issue:
48(4), P. 404 - 430
Published: Jan. 23, 2024
Abstract
Severe
acute
respiratory
syndrome‐related
coronavirus
2
(SARS‐CoV‐2)
seriously
threatens
public
health
and
safety.
Genetic
variants
determine
the
expression
of
SARS‐CoV‐2
structural
proteins,
which
are
associated
with
enhanced
transmissibility,
virulence,
immune
escape.
Vaccination
is
encouraged
as
a
intervention,
different
types
vaccines
used
worldwide.
However,
new
continue
to
emerge,
especially
Omicron
complex,
neutralizing
antibody
responses
diminished
significantly.
In
this
review,
we
outlined
uniqueness
from
three
perspectives.
First,
described
detailed
structure
spike
(S)
protein,
highly
susceptible
mutations
contributes
distinct
infection
cycle
virus.
Second,
systematically
summarized
immunoglobulin
G
epitopes
highlighted
central
role
nonconserved
regions
S
protein
in
adaptive
Third,
provided
an
overview
targeting
discussed
impact
on
vaccine
effectiveness.
The
characterization
identification
genomic
organization
will
help
elucidate
its
mechanisms
viral
mutation
provide
basis
for
selection
optimal
treatments.
leaps
advancements
regarding
improved
diagnosis,
targeted
therapeutic
remedies
sound
evidence
showing
that
scientific
understanding,
research,
technology
evolved
at
pace
pandemic.
Clinical Microbiology Reviews,
Journal Year:
2024,
Volume and Issue:
37(2)
Published: May 21, 2024
SUMMARYSince
the
emergence
of
COVID-19
in
2020,
an
unprecedented
range
therapeutic
options
has
been
studied
and
deployed.
Healthcare
providers
have
multiple
treatment
approaches
to
choose
from,
but
efficacy
those
often
remains
controversial
or
compromised
by
viral
evolution.
Uncertainties
still
persist
regarding
best
therapies
for
high-risk
patients,
drug
pipeline
is
suffering
fatigue
shortage
funding.
In
this
article,
we
review
antiviral
activity,
mechanism
action,
pharmacokinetics,
safety
therapies.
Additionally,
summarize
evidence
from
randomized
controlled
trials
on
various
antivirals
discuss
unmet
needs
which
should
be
addressed.
Journal of Antimicrobial Chemotherapy,
Journal Year:
2006,
Volume and Issue:
58(6), P. 1118 - 1123
Published: Oct. 10, 2006
Region
X
of
the
protein
A
gene
(spa)
was
sequenced
from
methicillin-resistant
Staphylococcus
aureus
(MRSA)
isolates
originating
animals,
humans
and
environment
at
veterinary
hospitals
in
UK
Ireland.
MRSA
transmission
between
animals
staff
assessed
on
basis
spa
typing,
PFGE
epidemiological
data.MRSA
dogs
(n
=
27),
horses
9),
cats
6),
22)
environmental
surfaces
3)
were
analysed
by
typing.
Known
contacts
human
animal
carriers
ascertained
hospitals.All
feline,
most
canine
(96%)
(82%)
showed
profiles
that
either
indistinguishable
(subtype
A1)
or
closely
related
(subtypes
A2-A10)
to
epidemic
clone
EMRSA-15
(CC22),
whereas
equine
(88%)
CC8
(types
C,
D,
E
G).
polymorphism
enabled
discrimination
among
strains
assigned
same
type.
Fifteen
types
clustering
into
two
distinct
groups
detected,
with
t032
being
prevalent
(48%).
The
isolated
seven
members
as
those
infected
attended
staff.Irrespective
geographical
origin,
small
generally
clustered
clonal
complexes,
CC22,
respectively.
combined
use
typing
allowed
better
than
each
method
used
individually,
provided
useful
information
individuals.
Viruses,
Journal Year:
2023,
Volume and Issue:
15(5), P. 1143 - 1143
Published: May 10, 2023
Evolutionary
and
functional
studies
suggested
that
the
emergence
of
Omicron
variants
can
be
determined
by
multiple
fitness
trade-offs
including
immune
escape,
binding
affinity
for
ACE2,
conformational
plasticity,
protein
stability
allosteric
modulation.
In
this
study,
we
systematically
characterize
dynamics,
structural
affinities
SARS-CoV-2
Spike
complexes
with
host
receptor
ACE2
BA.2,
BA.2.75,
XBB.1
XBB.1.5
variants.
We
combined
multiscale
molecular
simulations
dynamic
analysis
interactions
together
ensemble-based
mutational
scanning
residues
network
modeling
epistatic
interactions.
This
multifaceted
computational
study
characterized
mechanisms
identified
energetic
hotspots
mediate
predicted
increased
enhanced
BA.2.75
complexes.
The
results
a
mechanism
driven
spatially
localized
group
centers,
while
allowing
functionally
beneficial
neutral
mutations
in
other
interface
positions.
A
network-based
community
model
contributions
is
proposed
revealing
key
role
R498
Y501
mediating
community-based
couplings
sites
compensatory
dynamics
changes.
also
showed
convergent
evolutionary
hotspot
F486
modulate
not
only
local
but
rewire
global
communities
region
F486P
mutation
to
restore
both
variant
which
may
explain
growth
advantages
over
variant.
are
consistent
broad
range
rationalizing
roles
form
coordinated
enabling
balance
tradeoffs
shaping
up
complex
landscape
virus
transmissibility.
Journal of Medical Virology,
Journal Year:
2023,
Volume and Issue:
95(12)
Published: Dec. 1, 2023
Abstract
This
COVID‐19
outpatient
randomized
controlled
trials
(RCTs)
systematic
review
compares
hospitalization
outcomes
amongst
four
treatment
classes
over
pandemic
period,
geography,
variants,
and
vaccine
status.
Outpatient
RCTs
with
endpoint
were
identified
in
Pubmed
searches
through
May
2023,
excluding
<30
participants
(PROSPERO‐CRD42022369181).
Risk
of
bias
was
extracted
from
COVID‐19‐NMA,
odds
ratio
utilized
for
pooled
comparison.
Searches
281
studies
61
published
33
diverse
interventions
analyzed.
largely
unvaccinated
cohorts
at
least
one
risk
factor.
Grouping
by
class,
monoclonal
antibodies
(mAbs)
(OR
=
0.31
[95%
CI
0.24−0.40])
had
highest
hospital
reduction
efficacy,
followed
convalescent
plasma
(CCP)
0.69
0.53−0.90]),
small
molecule
antivirals
0.78
0.48−1.33]),
repurposed
drugs
0.82
CI:
0.72−0.93]).
Earlier
disease
onset
performed
better
than
later.
meta‐analysis
allows
approximate
head‐to‐head
comparisons
interventions.
Omicron
sublineages
(XBB
BQ.1.1)
are
resistant
to
mAbs
Despite
trial
heterogeneity,
this
comparison
intervention
class
indicated
oral
the
preferred
where
available,
but
intravenous
remdesivir
also
effective
necessary
constrained
medical
resource
settings
or
acute
chronic
immunocompromised.