Severe
acute
respiratory
syndrome
coronavirus-2
(SARS-CoV-2)
infection
can
cause
feared
consequences
such
as
those
affecting
microcirculation.
These
abnormalities
are
highly
considered
because
they
have
been
associated
with
prognosis
in
the
phase.
The
use
of
genetic
algorithms
be
helpful
better
understanding
characteristics
microcirculation
that
mainly
affected
by
COVID-19.This
study
aimed
to
verify
presence
alterations
Patients
COVID-19
performing
heart
rate
variability
(HRV)
analysis
using
peak-to-peak
intervals
extracted
from
photoplethysmographic
(PPG)
signals.
dataset
comprises
97
participants
divided
into
two
groups:
healthy
(50
subjects)
and
patients
mild
(47
subjects).
parameters
evaluated
HRV
were
investigated
three
different
subject
selection
strategies
(two
random
subjects,
five
subjects
tournament,
roulette
wheel
selection),
four
classifiers
(Discriminant
Analysis
Classification
(DISCR),
Binary
Decision
Tree
(DT),
K-Nearest
Neighbor
(KNN)
Naive
Bayes
(NB))
assess
which
was
most
representative
for
each
class.
All
consider
features
(meanRR,
sd2/sd1,
alpha1)
particularly
important.
present
respectively
94.2%,
78%,
80.2%
subjects.
Fitness
End
value
remains
about
same
among
all
methods
classifier
but
changes
instead
classifiers.
For
method
used,
DT
achieves
best
results
regarding
maximum
fitness
within
population:
91.8%
tournament
92.2%
method.
Subsequently,
machine
learning
classifications
performed
training
only
features,
result
achieved
obtaining
an
accuracy
82%,
specificity
86%,
sensitivity
79%.
study's
highlight
ability
algorithm
determine
discriminating
between
control
groups.
Further
studies
conducted
on
a
population
similar
demographic
groups
necessary
role
microcirculatory
COVID-19.
Research Square (Research Square),
Journal Year:
2025,
Volume and Issue:
unknown
Published: May 7, 2025
Abstract
Objective
Long-term
impact
of
COVID-19
on
cardiac
and
pulmonary
autonomic
function
in
patients
with
systemic
arterial
hypertension
(SAH)
was
evaluated
a
cross-sectional
study
52
individuals.
Methods
Participants
were
allocated
to
two
groups
based
history.
They
underwent
heart
rate
variability
the
24-hour
Holter,
lung
assessed
by
spirometry
functional
capacity
(CF)
cardiopulmonary
exercise
test.
Results
Was
revealed
worsened
COVID-19-recovered
SAH
patients,
indicated
lower
forced
expiratory
volume
first
second
(FEV1)
rates
[2.3
(1.9–2.6)
vs.
2.5
(2.2–3.0),
p
<
0.05)]
FEV1/[81.8
(77.5–83.9)
vs.
84.6
(80.8–87.7)
0.05)],
30%
showing
restrictive
disorder.
However,
no
significant
differences
found
control.
A
positive
moderate
association
between
VO2peak
FEV1
noted
(r
=
0.50
0.05),
0V%
index
negative
=-0,55
0.05).
Conclusion
Findings
suggest
mild
may
not
cause
long-term
HRV
changes.
there
is
worsening
function,
presence
mainly
disorder
cases.
Electronics,
Journal Year:
2023,
Volume and Issue:
12(8), P. 1925 - 1925
Published: April 19, 2023
(1)
Background:
COVID-19
can
lead
to
many
complications,
including
cardiorespiratory
complications
and
dysautonomia.
This
be
assessed
by
heart
rate
variability
(HRV),
which
reflects
the
autonomic
nervous
system.
There
are
different
possibilities
for
physical
rehabilitation
after
COVID,
one
of
that
has
been
growing
fast
is
use
Virtual
reality
(VR)
rehabilitation.
VR
may
represent
an
innovative
effective
tool
minimize
deficits
could
permanent
disabilities
in
patients
outpatient
services.
The
aim
this
protocol
establish
whether
practicing
a
task
using
game
with
body
movements
influences
physiological
variables,
such
as
rate,
HRV,
oxygen
saturation,
blood
pressure,
perceptual
variables
during
exercise
individuals
post-hospitalization
COVID.
(2)
Methods:
cross-sectional
study
evaluated
divided
into
two
groups,
group
healthy
control
group.
Subjects
underwent
session
task,
were
measured
rest,
activity,
recovery.
In
addition,
considering
influence
age
HRV
impact
COVID-19,
we
participants
age.
(3)
Results:
all
indices
both
increase
sympathetic
decrease
parasympathetic
activity
found
VR.
Additionally,
older
post-COVID-19
performed
worse
non-linear
indices,
peripheral
rating
perceived
exertion
(RPE).
(4)
Conclusions:
positively
affects
therefore
utilized
secure
hospitalization
COVID-19.
system
patients’
post-hospitalization,
partly
due
higher
BMI
reduced
capacity
population,
affecting
their
ability
perform
activities.
Other
important
observations
RPE
exercise,
reflect
altered
responses.
Taken
together
high
reporting
fatigue
finding,
usually
lower
compared
non-VR
strengthens
potential
patients.
Frontiers in Medicine,
Journal Year:
2023,
Volume and Issue:
10
Published: Oct. 9, 2023
Heart
Rate
Variability
(HRV)
and
arterial
pressure
(AP)
variability
their
responses
to
head-up
tilt
test
(HUTT)
were
investigated
in
Post-COVID-19
syndrome
(PCS)
patients
reporting
tachycardia
and/or
postural
hypotension.
Besides
tachycardia,
PCS
also
showed
attenuation
of
the
following
HRV
parameters:
RMSSD
[square
root
mean
sum
squares
differences
between
adjacent
normal-to-normal
(NN)
intervals]
from
statistical
measures;
power
RR
(beat-to-beat
interval)
spectra
at
HF
(high
frequency)
linear
method
spectral
analysis;
occurrence
2UV
(two
unlike
variation)
pattern
nonlinear
symbolic
new
family
statistics
named
sample
entropy,
when
compared
control
subjects.
Basal
AP
LF
(low
systolic
similar
subjects,
while
0
V
(zero
patterns
analysis
exacerbated
patients.
Despite
a
decrease
RMSSD,
no
parameter
changed
during
HUTT
reassessed
after
6
months
higher
percentage
RR.
Moreover,
lower
AP,
elicited
HR
(heart
rate)
identical
The
suggest
an
autonomic
dysfunction
with
sympathetic
predominance
In
contrast,
lack
indices
indicates
marked
impairment
control.
Of
note,
reassessment
that
noxious
effect
COVID-19
on
tended
fade
over
time.
Medicina,
Journal Year:
2022,
Volume and Issue:
58(12), P. 1807 - 1807
Published: Dec. 8, 2022
Following
COVID-19
infection,
a
substantial
proportion
of
patients
suffer
from
persistent
symptoms
known
as
Long
COVID.
Among
the
main
are
fatigue,
cognitive
dysfunction,
muscle
weakness
and
orthostatic
intolerance
(OI).
These
also
occur
in
myalgic
encephalomyelitis/chronic
fatigue
(ME/CFS).
OI
is
highly
prevalent
ME/CFS
develops
early
during
or
after
acute
infection.
The
causes
for
unknown
autonomic
dysfunction
hypothetically
assumed
to
be
primary
cause,
presumably
consequence
neuroinflammation.
Here,
we
propose
an
alternative,
vascular
mechanism
underlying
cause
We
assume
that
capacitance
vessel
system,
which
plays
key
role
physiologic
regulation,
becomes
dysfunctional
due
disturbance
microvessels
vasa
vasorum,
supply
large
parts
wall
those
vessels.
microcirculatory
found
resulting
endothelial
microthrombus
formation
rheological
disturbances
blood
cells
(altered
deformability),
affects
vasorum
impair
function
In
attempt
compensate
deficit,
sympathetic
activity
overshoots
further
worsen
OI,
vicious
circle
maintains
OI.
stress,
turn,
pathophysiology
ME/CFS.
Revista da Associação Médica Brasileira,
Journal Year:
2024,
Volume and Issue:
70(10)
Published: Sept. 30, 2024
The
aim
of
this
study
was
to
demonstrate
the
effect
coronavirus
disease
2019
on
cardiovascular
autonomic
system
using
heart
rate
variability
in
young
individuals.
Scientific Reports,
Journal Year:
2024,
Volume and Issue:
14(1)
Published: Dec. 28, 2024
Abstract
This
study
investigated
the
impact
of
mild
COVID-19
on
HRV
in
groups
stratified
by
time
after
infection
and
to
compare
a
healthy
group
same
age
without
previous
virus
need
hospitalization.
is
cross-sectional
study.
We
divided
sample
into
four
groups:
control
(CG)
(
n
=
31),
1
(G1):
≤6
weeks
34),
2
(G2):
2–6
months
30),
3
(G3):
7–12
35)
infection.
For
analysis,
we
used
indices
linear
(time
frequency
domain)
non-linear
analysis.
comparisons
between
groups,
ANOVA
one
way
test
or
Kruskal–Wallis
was
according
data
distribution.
The
effect
size
calculated
based
Cohen’s
d
η
.
Simple
multiple
regressions
were
performed
investigate
interaction
clinical
outcomes
parameters.
A
total
130
individuals
included.
Groups
G1
G2
showed
less
parasympathetic
modulation
when
compared
CG
p
<
0.05),
while
G3
an
increase
0.05).
Moderate
large
sizes
found
Cohen
regression
models
identified
duration
as
significant
predictors
for
RMSSD
(adjusted
R
0.227)
SD1
0.242),
SDNN
0.213).
BMI,
hypertension,
dyslipidemia
non-significant
all
models.
HF
(n.u.),
consistently
significant,
with
stress
emerging
predictor
Model
0.143).
recovery
since
diagnosis
influences
from
HRV,
suggesting
transient
disease
autonomic
nervous
system.
Frontiers in Medical Technology,
Journal Year:
2023,
Volume and Issue:
5
Published: March 20, 2023
There
is
increasing
evidence
that
COVID-19
survivors
are
at
increased
risk
of
experiencing
a
wide
range
cardiovascular
complications
post
infection;
however,
there
no
validated
models
or
clear
guidelines
for
remotely
monitoring
the
cardiac
health
survivors.This
study
aims
to
test
virtual,
in-home
healthcare
model
care
detection
clinical
symptoms
and
impacts
on
survivors.
It
also
demonstrate
system
usability
feasibility.This
open
label,
prospective,
descriptive
was
conducted
in
South
Western
Sydney.
Included
were
patients
admitted
hospital
with
diagnosis
between
June
2021
November
2021.
Eligible
participants
after
consent
provided
pulse
oximeter
measure
oxygen
saturation
S-Patch
EX
monitor
their
electrocardiogram
(ECG)
duration
3
months.
Data
transmitted
real-time
mobile
phone
via
Bluetooth
technology
results
sent
team
cloud-based
platform.
All
data
reviewed
timely
manner
by
investigator
team,
related
symptoms,
such
as
reduction
arrhythmia.This
designed
feasibility
real
setting
implementation,
enabling
develop
utilise
detect
survivors.During
period,
23
participation.
Out
which
19
commenced
monitoring.
Sixteen
81
(73.6%)
valid
tests
included
analysis
amongst
them
seven
detected
artificial
intelligence
have
arrhythmias
but
not
clinically
symptomatic.
The
had
higher
occurrence
supraventricular
ectopy,
most
took
least
2
before
detection.
Notably,
arrhythmia
significantly
more
than
those
without
[t-test,
t
(13)
=
2.29,
p
<
0.05].Preliminary
observations
identified
prolonged
7
out
first
16
who
completed
months
follow-up.
This
has
allowed
early
escalation
treating
doctors
further
investigations
interventions.
Physiological Research,
Journal Year:
2023,
Volume and Issue:
72(3)
Published: June 30, 2023
Impaired
autonomic
modulation
and
baroreflex
sensitivity
(BRS)
have
been
reported
during
after
COVID-19.
Both
impairments
are
associated
with
negative
cardiovascular
outcomes.
If
these
were
to
exist
undetected
in
young
men
COVID-19,
they
could
lead
Fatigue
is
dysfunction
It
unclear
if
fatigue
can
be
used
as
an
indicator
of
impaired
BRS
This
study
aims
compare
parasympathetic
modulation,
sympathetic
between
who
had
COVID-19
versus
controls
determine
BRS.
Parasympathetic
the
high-frequency
power
R-R
intervals
(lnHFR-R),
low-frequency
systolic
blood
pressure
variability
(LFSBP),
-index
measured
by
spectral
density
analysis.
These
variables
compared
20
24
controls.
Independent
t-tests
Mann-Whitney
U
tests
indicated
no
significant
difference
control
group
in:
lnHFR-R,
P=0.20;
LFSBP,
P=0.11,
-index,
P=0.20.
was
not
or
There
modulations
did
seem
Findings
suggest
that
might
at
increased
risk
from
COVID-19-related
dysautonomia
Background:
Heart
rate
variability
is
a
non-invasive,
measurable,
and
established
autonomic
nervous
system
test.
Long-term
COVID-19
sequelae
are
unclear;
however,
acute
symptoms
have
been
studied.
Objectives:
To
determine
cardiac
differences
between
long
patients
heathy
controls
evaluate
associations
among
symptoms,
comorbidities,
laboratory
findings.
Methods:
This
single-center
study
included
healthy
controls.
The
heart
(HRV),
quantitative
marker
of
activity,
was
monitored
for
24
h
using
an
ambulatory
electrocardiogram
system.
HRV
indices
were
compared
case
control
groups.
Symptom
frequency
inflammatory
markers
evaluated.
significance
level
5%
(p-value
0.05)
adopted.
Results:
A
total
47
to
42
Patients
averaged
43.8
(SD14.8)
years
old,
60.3%
female.
In
total,
52.5%
had
moderate
illness.
Post-exercise
dyspnea
most
common
(71.6%),
53.2%
lacked
comorbidities.
4
times
more
dyslipidemia.
CNP,
D-dimer,
CRP
levels
elevated
(p-values
0.0098,
0.0023,
0.0015,
respectively).
group
greater
SDNN24
SDANNI
(OR
=
0.98
(0.97
0.99;
p
0.01)).
Increased
low-frequency
(LF)
in
1.002
(1.0001
1.004;
0.030))
high-frequency
(HF)
the
0.987
(0.98
0.995;
0.001))
also
associated.
Conclusions:
with
lower
HF
values
than
individuals.
These
variations
associated
increased
parasympathetic
which
may
be
related