Monkeypox: a review of epidemiological modelling studies and how modelling has led to mechanistic insight
Epidemiology and Infection,
Journal Year:
2023,
Volume and Issue:
151
Published: Jan. 1, 2023
Human
monkeypox
(mpox)
virus
is
a
viral
zoonosis
that
belongs
to
the
Orthopoxvirus
genus
of
Poxviridae
family,
which
presents
with
similar
symptoms
as
those
seen
in
human
smallpox
patients.
Mpox
an
increasing
concern
globally,
over
80,000
cases
non-endemic
countries
December
2022.
In
this
review,
we
provide
brief
history
and
ecology
mpox,
its
basic
virology,
key
differences
mpox
fitness
traits
before
after
We
summarize
critique
current
knowledge
from
epidemiological
mathematical
models,
within-host
between-host
transmission
models
using
One
Health
approach,
where
distinguish
between
focus
on
immunity
vaccination,
geography,
climatic
variables,
well
animal
models.
report
various
parameters,
such
reproduction
number,
Language: Английский
Transmission potential of mpox in mainland China, June-July 2023: estimating reproduction number during the initial phase of the epidemic
PeerJ,
Journal Year:
2024,
Volume and Issue:
12, P. e16908 - e16908
Published: Feb. 8, 2024
Despite
reporting
very
few
mpox
cases
in
early
2023,
mainland
China
observed
a
surge
of
over
500
during
the
summer.
Amid
ambiguous
prevention
strategies
and
stigma
surrounding
transmission,
epidemic
silently
escalated.
This
study
aims
to
quantify
scale
assess
transmission
dynamics
virus
by
estimating
effective
reproduction
number
(
Language: Английский
A hybrid deep learning framework for early detection of Mpox using image data
Sandipan Chakroborty
No information about this author
Healthcare Analytics,
Journal Year:
2025,
Volume and Issue:
unknown, P. 100396 - 100396
Published: May 1, 2025
Language: Английский
The need for pre-emptive control strategies for mpox in Asia and Oceania
Gregory Gan,
No information about this author
A. Janhavi,
No information about this author
Tong Guan
No information about this author
et al.
Infectious Disease Modelling,
Journal Year:
2023,
Volume and Issue:
9(1), P. 214 - 223
Published: Dec. 28, 2023
The
transmission
dynamics
of
the
recent
mpox
outbreak
highlights
lack
infrastructure
available
to
rapidly
respond
novel
STI
outbreaks,
which
Asia
and
Oceania
remains
particularly
susceptible.
Here,
we
simulate
outbreaks
in
this
setting
propose
use
pre-emptive
vaccination
within
men
who
have
sex
with
(MSM)
community
before
arrival
establishment
virus.
Using
data
driven
heterogeneous
sexual
contact
networks,
simulated
Singapore,
Hong
Kong,
Sydney.
An
individual
based
SEIR
compartmental
model
was
used
epidemic
trajectories
impact
different
uptakes
assessed
their
ability
avert
or
suppress
upon
MSM
populations.
highly
dense
networks
Singapore
Sydney
experience
rapid
infection
peaks
occurring
at
day
41
23
respectively,
compared
Kong
occurs
77.
Across
simulations
no
vaccination,
68.2%–89.7%
will
become
infected
across
cities,
over
a
simulation
period
1
year.
By
implementing
strategies,
rate
cities
can
be
reduced
as
low
3.1%
population
(range:
3.1%–82.2%)
depending
on
implementation
uptake
vaccine.
Vaccination
is
also
extremely
effective
slowing
start
epidemic,
delaying
peak
by
36–50
days
even
preventing
mpox.
With
well-connected
where
65.2%–83.2%
are
connected
super-spreader
immediate
identification
first
case
strongly
recommended
help
better
manage
prevent
potential
straining
healthcare
systems.
Language: Английский
Mpox and healthcare workers — a minireview of our present knowledge
The Egyptian Journal of Internal Medicine,
Journal Year:
2023,
Volume and Issue:
35(1)
Published: June 26, 2023
Abstract
Introduction
Workers
in
the
healthcare
industry
form
backbone
of
health
systems
everywhere.
In
face
global
crises
like
current
monkeypox
(mpox)
outbreak,
workers
doctors,
dentists,
pharmacists,
nurses,
midwives,
paramedics,
administrators,
support
staff,
laboratory
technicians,
and
community
all
play
crucial
roles
providing
care
containing
spread
disease.
Aim
Therefore,
wake
concerns
about
mpox
recurrence,
we
seek
to
shed
light
on
occupational
transmission
infection
possible
risk
personnel.
Results
Contamination
environment
household
cases
patient
units
with
viral
DNA
has
been
reported
besides
asymptomatic
detection
air
samples;
therefore,
more
research
non-lesion-based
testing
for
human
screening
people,
particularly
among
populations
at
high
infection,
event
potential
via
aerosols
is
necessary.
Monitoring
efforts
can
be
aided
by
incorporating
into
locations
where
people
are
likely
contract
illnesses
medical
attention.
We
must
take
a
precautionary
control
approach
virus
while
completing
urgent
understand
better
human-to-human
process.
Conclusions
this
minireview,
discuss
routes
preventative
strategies
measures
that
should
taken
considered.
Graphical
Language: Английский
A tale of two countries: Optimal control and cost-effectiveness analysis of monkeypox disease in Germany and Nigeria
Healthcare Analytics,
Journal Year:
2023,
Volume and Issue:
4, P. 100258 - 100258
Published: Sept. 20, 2023
The
Monkeypox
(Mpox)
virus
started
developing
as
potentially
fatal
in
Spring
2022.
Mpox
is
a
zoonotic
disease
that
can
spread
between
animals
and
people.
While
the
cases
Nigeria
are
on
rise,
Germany
has
become
one
of
Europe's
most
impacted
nations.
Mathematical
modeling
useful
for
monitoring,
managing,
predicting
infectious
epidemics.
This
study
incorporates
transmission
rate
human-to-animal
animal-to-animal
compartmental
mathematical
model
to
capture
current
trend
wildlife
human
preservation.
Parameters
were
estimated
while
was
fitted
reported
case
data
from
Europe
West
Africa.
Analyses
such
optimal
control,
sensitivity,
cost-effectiveness
carried
out.
results
show
best
strategy
combat
through
changing
behavior
personal
hygiene
among
humans.
Language: Английский
Simulating the impact of optimized prevention and control measures on the transmission of monkeypox in the United States: A model‐based study
Yawen Cao,
No information about this author
Wenbin Fang,
No information about this author
Yingying Chen
No information about this author
et al.
Journal of Medical Virology,
Journal Year:
2024,
Volume and Issue:
96(2)
Published: Jan. 31, 2024
This
study
aimed
to
develop
a
modified
susceptible-exposed-infected-recovered
(SEIR)
model
evaluate
monkeypox
epidemics
in
the
United
States
and
explore
more
optimized
prevention
control
measures.
To
further
assess
impact
of
public
health
measures
on
transmission
monkeypox,
different
intervention
scenarios
were
developed
based
classic
SEIR
model,
considering
reducing
contact,
enhancing
vaccination,
diagnosis
delay,
environmental
risk,
respectively.
We
evaluated
by
simulating
their
spread
scenarios.
During
simulation
period,
8709
people
infected
with
monkeypox.
The
analysis
showed
that:
(1)
most
effective
during
early
stage
epidemic
contact
cumulative
infections
at
51.20%
41.90%
baseline
levels,
respectively;
(2)
shortening
time
would
delay
peak
96
days;
(3)
risk
virus
was
relatively
low.
indirectly
proved
effectiveness
measures,
such
as
time,
low
transmission,
which
also
provided
an
important
reference
containment
experience
for
nonepidemic
countries.
Language: Английский
Genomic characterization of the first mpox and varicella‐zoster co‐infection in Pakistan (2023) through next‐generation sequencing
Journal of Medical Virology,
Journal Year:
2023,
Volume and Issue:
95(8)
Published: Aug. 1, 2023
Abstract
The
global
mpox
outbreak
spanning
2022–2023
has
affected
numerous
countries
worldwide.
In
this
study,
we
present
the
first
report
on
detection,
whole‐genome
sequence,
and
coinfection
of
virus
varicella
zoster
(VZV)
from
Pakistan.
During
April–May
2023,
samples
20
suspected
cases
were
tested
at
National
Institutes
Health,
Islamabad
among
which
4
positive.
All
four
had
a
travel
history
Saudi
Arabia.
processed
by
using
Zymo
research
kit
for
DNA
extraction,
followed
qRT‐PCR
amplification
DaAn
Gene
detection
virus.
Further,
two
positive
with
low
C
t
value
(<20)
subjected
to
sequencing
metagenomic
approach
iSeq
(Illumina)
platform.
results
revealed
Clade
IIb
genotype
A.2.1
MPXV,
clustered
viruses
Slovenia
UK
in
July
June
2022,
respectively.
Our
analysis
identified
novel
nonsynonymous
substitutions
virus,
namely
V98I
OPG046
P600S
OPG109.
Furthermore,
successfully
retrieved
complete
genome
VZV
same
sample,
belonging
5.
This
study
represents
case
MPXV
Pakistan
metagenome
providing
insights
into
their
genomes.
highlight
importance
surveillance
point
entries,
strengthening
lab
capacities
including
next‐generation
sequencing,
differential
diagnosis
timely
accurate
cases.
Language: Английский
Transmission potential of mpox in Mainland China, June-July 2023: estimating reproduction number during the initial phase of the epidemic
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Sept. 25, 2023
Abstract
Despite
reporting
very
few
mpox
cases
in
early
2023,
Mainland
China
observed
a
surge
of
over
500
during
the
summer.
Amid
ambiguous
prevention
strategies
and
stigma
surrounding
transmission,
epidemic
silently
escalated.
This
study
aims
to
quantify
scale
assess
transmission
dynamics
virus
by
estimating
effective
reproduction
number
(
R
e
)
its
phase.
Publicly
available
data
were
aggregated
obtain
daily
incidences
China,
was
estimated
using
an
exponential
growth
model.
The
mean
value
found
be
1.76
(95%
credible
interval:
1.51–2.06),
suggesting
case
doubling
time
approximately
2
weeks.
estimate
compared
with
values
from
16
other
countries’
national
outbreaks
2022
that
had
cumulative
exceeding
700
symptomatic
end
year.
estimates
for
these
ranged
1.17
Portugal
2.88
Colombia.
pooled
1.66
1.40–1.92),
which
aligns
closely
China.
These
findings
underscore
need
immediate
control
measures
including
targeted
vaccination
campaigns
mitigate
further
spread
impact
epidemic.
Language: Английский
Assessing the transmission potential of mpox in East Asia during 2022-2023: A focus on Taiwan, China, Japan, and South Korea
International Journal of Infectious Diseases,
Journal Year:
2023,
Volume and Issue:
138, P. 110 - 112
Published: Nov. 25, 2023
ObjectivesThis
study
aims
to
estimate
the
transmission
potential
of
mpox
in
East
Asia,
focusing
on
hardest
hit
nations:
Taiwan,
China,
Japan,
and
South
Korea.MethodsWe
utilized
six
phenomenological
dynamic
growth
models
fit
case
incidence
during
initial
30
epidemic
days.
The
best-fit
model
was
selected
calculate
reproduction
number
(Rt).
Additionally,
we
used
latest
data
a
Bayesian
framework
compute
instantaneous
effective
Rt
by
applying
Cori
et
al.
method.ResultsDuring
early
phase,
China
demonstrated
highest
estimated
2.89
(95%
CI:
1.44-3.33);
followed
Korea,
2.18
0.96-3.57);
1.73
0.66-3.94);
1.36
0.71-3.30).
However,
June
30,
2023,
dropped
below
1.00
all
countries:
at
0.05
credible
interval
[CrI]:
0.02-0.10),
Japan
0.32
CrI:
0.15-0.59),
Korea
0.23
0.11-0.42),
Taiwan
0.41
0.31-0.53),
indicating
decline
outbreak.ConclusionsOur
analysis
shows
containment
each
country.
It
is
crucial
sustain
management
ensure
ultimate
eradication
outbreak.
Language: Английский