Sustainability,
Journal Year:
2022,
Volume and Issue:
14(17), P. 10789 - 10789
Published: Aug. 30, 2022
The
article
is
focusing
on
current
processes,
models,
and
possible
consequences
of
the
easing
or
cancelling
measures
to
contain
COVID-19
pandemic
that
we
have
seen
by
end
July
2022.
This
observed
in
broader
context
selected
European
countries,
allowing
us
detect
differences,
similarities,
and,
especially,
different
ways
which
these
processes
been
legitimized
politicians
(governments)
experts.
authors
agree
with
a
group
biomedical
other
experts,
scientists,
who
consider
rapid
abolishment
epidemiological
as
strategy
considered
too-simplified
solution,
so
are
searching
for
more
sustainable
way
managing
also
“pandemic
fatigue”.
In
text,
advocate
strategy,
based
principles
calibration,
combination,
continuity
measures,
compatible
organization
healthcare
system.
However,
implementation
must
be
viable
long-term
oriented.
Biomedicine & Pharmacotherapy,
Journal Year:
2022,
Volume and Issue:
154, P. 113522 - 113522
Published: Aug. 15, 2022
Since
the
start
of
COVID-19
pandemic,
numerous
variants
SARS-CoV-2
have
been
reported
worldwide.
The
advent
concern
(VOCs)
raises
severe
concerns
amid
serious
containment
efforts
against
that
include
physical
measures,
pharmacological
repurposing,
immunization,
and
genomic/community
surveillance.
Omicron
variant
(B.1.1.529)
has
identified
as
a
highly
modified,
contagious,
crucial
among
five
VOCs
SARS-CoV-2.
increased
affinity
spike
protein
(S-protein),
host
receptor,
angiotensin
converting
enzyme-2
(ACE-2),
due
to
higher
number
mutations
in
receptor-binding
domain
(RBD)
S-protein
proposed
primary
reason
for
decreased
efficacy
majorly
available
vaccines
transmissible
nature
variant.
Because
its
significant
competitive
advantage,
sublineages
swiftly
surpassed
other
become
dominant
circulating
lineages
nations.
prevalent
strain
United
Kingdom
South
Africa.
Furthermore,
emergence
recombinant
through
conjunction
with
or
by
mixing
variant's
sublineages/subvariants
poses
major
threat
humanity.
This
various
issues
hazards
regarding
sublineages,
such
an
breakout
susceptible
populations
fully
vaccinated
persons.
As
result,
understanding
features
genetic
implications
this
is
crucial.
Hence,
we
explained
depth
evolution
analyzed
repercussions
on
infectiousness,
dissemination
ability,
viral
entry
mechanism,
immune
evasion.
We
also
presented
viewpoint
feasible
strategies
precluding
counteracting
any
future
catastrophic
spread
omicron
could
result
detrimental
wave
cases.
International Journal of Infectious Diseases,
Journal Year:
2022,
Volume and Issue:
127, P. 63 - 68
Published: Nov. 25, 2022
a
b
s
t
r
c
Objectives:
We
aimed
to
compare
the
clinical
severity
of
Omicron
BA.4/BA.5
infection
with
BA.1
and
earlier
variant
infections
among
laboratory-confirmed
SARS-CoV-2
cases
in
Western
Cape,
South
Africa,
using
timing
infer
lineage/variant
causing
infection.Methods:
included
public
sector
patients
aged
≥20
years
COVID-19
between
May
01-May
21,
2022
(BA.4/BA.5
wave)
equivalent
previous
wave
periods.We
compared
risk
waves
(i)
death
(ii)
severe
hospitalization/death
(all
within
21
days
diagnosis)
Cox
regression
adjusted
for
demographics,
comorbidities,
admission
pressure,
vaccination,
infection.Results:
Among
3793
from
190,836
waves,
was
similar
(adjusted
hazard
ratio
[aHR]
1.12;
95%
confidence
interval
[CI]
0.93;
1.34).Both
had
lower
outcomes
than
waves.Previous
(aHR
0.29,
CI
0.24;
0.36)
vaccination
0.17;
0.07;
0.40
at
least
three
doses
vs
no
vaccine)
were
protective.Conclusion:
Disease
diagnosed
BA
.4/BA.5
.1
periods
context
growing
immunity
against
due
both
which
strongly
protective.
JMIR Infodemiology,
Journal Year:
2025,
Volume and Issue:
5, P. e58539 - e58539
Published: Jan. 30, 2025
Background
The
novel
coronavirus
disease
(COVID-19)
sparked
significant
health
concerns
worldwide,
prompting
policy
makers
and
care
experts
to
implement
nonpharmaceutical
public
interventions,
such
as
stay-at-home
orders
mask
mandates,
slow
the
spread
of
virus.
While
these
interventions
proved
essential
in
controlling
transmission,
they
also
caused
substantial
economic
societal
costs
should
therefore
be
used
strategically,
particularly
when
activity
is
on
rise.
In
this
context,
geosocial
media
posts
(posts
with
an
explicit
georeference)
have
been
shown
provide
a
promising
tool
for
anticipating
moments
potential
crises.
However,
previous
studies
early
warning
capabilities
data
largely
constrained
by
coarse
spatial
resolutions
or
short
temporal
scopes,
limited
understanding
how
local
political
beliefs
may
influence
capabilities.
Objective
This
study
aimed
assess
epidemiological
COVID-19
vary
over
time
across
US
counties
differing
beliefs.
Methods
We
classified
into
3
clusters,
democrat,
republican,
swing
counties,
based
voting
from
last
6
federal
election
cycles.
we
analyzed
consecutive
waves
(February
2020-April
2022).
specifically
examined
lag
between
signals
surges
cases,
measuring
both
number
days
which
preceded
cases
(temporal
lag)
correlation
their
respective
series.
Results
differed
clusters
waves.
On
average,
21
republican
compared
14.6
democrat
24.2
counties.
general,
were
preceding
5
out
all
clusters.
observed
decrease
that
Furthermore,
decline
signal
strength
impact
trending
topics
presented
challenges
reliability
signals.
Conclusions
provides
valuable
insights
strengths
limitations
tool,
highlighting
can
change
county-level
Thus,
findings
indicate
future
systems
might
benefit
accounting
addition,
declining
role
need
assessed
research.
Infezioni in Medicina,
Journal Year:
2022,
Volume and Issue:
30(4)
Published: Dec. 1, 2022
The
SARS-CoV-2
Omicron
variant
(B.1.1.529)
has
been
the
most
recent
of
concern
(VOC)
established
by
World
Health
Organization
(WHO).
Because
its
greater
infectivity
and
immune
evasion,
this
quickly
became
dominant
type
circulating
worldwide.
Our
literature
review
thoroughly
explains
current
state
emergence,
particularly
comparing
different
omicron
subvariants,
including
BA.2,
BA.1,
BA.3.
Such
elaboration
would
be
based
on
structural
variations,
mutations,
clinical
manifestation,
transmissibility,
pathogenicity,
vaccination
effectiveness.
notable
difference
between
three
subvariants
is
insufficiency
deletion
(Δ69-70)
in
spike
protein,
which
results
a
lower
detection
rate
(S)
gene
target
known
as
failure
(SGTF).
Furthermore,
BA.2
had
stronger
affinity
to
human
Angiotensin-converting
Enzyme
(hACE2)
receptor
than
other
sub-lineages.
Regarding
number
BA.1.1
(40),
followed
BA.3,
BA.3
with
39,
34,
31
respectively.
In
addition,
have
transmissibility
sub-lineages
(BA.1
BA.1.1).
These
characteristics
are
primarily
responsible
for
Omicron's
vast
geographical
spread
high
contagiousness
rates,
Pathogens,
Journal Year:
2024,
Volume and Issue:
13(3), P. 267 - 267
Published: March 20, 2024
SARS-CoV-2
has
acquired
many
mutations
that
influence
the
severity
of
COVID-19's
course
or
risk
developing
long
COVID.
In
2022,
dominant
variant
was
Omicron.
This
study
aimed
to
compare
COVID-19
in
periods
before
and
during
dominance
Omicron
variant.
Risk
factors
for
COVID
were
also
assessed.
based
on
stationary
visits
patients
after
follow-up
assessments
3
months.
Clinical
symptoms,
comorbidities,
vaccination
status
evaluated
1967
patients.
Of
analyzed
group,
1308
(66.5%)
affected
by
period
dominance.
The
prevalence
significantly
lower
among
group
(47.7%
vs.
66.9%,
PLoS ONE,
Journal Year:
2023,
Volume and Issue:
18(3), P. e0280026 - e0280026
Published: March 24, 2023
The
outbreak
of
COVID-19
has
engulfed
the
entire
world
since
end
2019,
causing
tremendous
loss
lives.
It
also
taken
a
toll
on
healthcare
sector
due
to
inability
accurately
predict
spread
disease
as
arrangements
for
essential
supply
medical
items
largely
depend
prior
predictions.
objective
study
is
train
reliable
model
predicting
Coronavirus.
prediction
capabilities
various
powerful
models
such
Autoregression
Model
(AR),
Global
(GAR),
Stacked-LSTM
(Long
Short-Term
Memory),
ARIMA
(Autoregressive
Integrated
Moving
Average),
Facebook
Prophet
(FBProphet),
and
Residual
Recurrent
Neural
Network
(Res-RNN)
were
into
consideration
using
historical
data
daily
confirmed
cases
along
with
Twitter
data.
results
attained
from
these
not
up
mark.
To
enhance
results,
novel
proposed
that
utilizes
power
Res-RNN
some
modifications.
Gated
Unit
(GRU)
LSTM
units
are
introduced
in
handle
long-term
dependencies.
Networks
being
data-hungry,
merged
layer
was
added
before
linear
combine
tweet
volume
additional
features
reach
augmentation.
residual
links
used
overfitting
problem.
RNN
Convolutional
(RNNCON-Res)
showcases
dominating
capability
country-level
20
days
ahead
respect
existing
State-Of-The-Art
(SOTA)
methods.
Sufficient
experimentation
performed
analyze
different
models.
found
RNNCON-Res
achieved
91%
accuracy,
which
better
than
all
other
Immunity Inflammation and Disease,
Journal Year:
2022,
Volume and Issue:
10(12)
Published: Nov. 7, 2022
Nowadays,
emerging
SARS-CoV-2
Omicron,
the
novel
highly
mutated
VOC,
has
quickly
spread
as
dominant
variant
in
over
190
countries
worldwide
through
first
part
of
2022,
which
is
influencing
infectivity,
transmissibility,
pathogenicity,
and
severity
COVID-19
pandemic.
Additionally,
clinical
cases
experimental
studies
have
reported
that
Omicron
likely
leads
to
weakened
immune
protection
elicited
by
infection,
antibody
therapies,
vaccines.
The
new
wave,
from
late
February,
was
escalated
abruptly
higher
levels
transmission
BA.2
sublineage
China.
Following
a
systematic
database
search,
this
review
summarizes
salient
features
sublineages,
their
impact
on
disease
well
efficacy
available
vaccines
treatment
against
Omicron.
We
hope
study
will
provide
scientific
reference
for
alleviating
burden
COVID-19.