International Journal of Intelligent Systems,
Journal Year:
2025,
Volume and Issue:
2025(1)
Published: Jan. 1, 2025
We
investigated
the
fusion
of
Intelligent
Internet
Medical
Things
(IIoMT)
with
depression
management,
aiming
to
autonomously
identify,
monitor,
and
offer
accurate
advice
without
direct
professional
intervention.
Addressing
pivotal
questions
regarding
IIoMT’s
role
in
identification,
its
correlation
stress
anxiety,
impact
machine
learning
(ML)
deep
(DL)
on
depressive
disorders,
challenges
potential
prospects
integrating
management
IIoMT,
this
research
offers
significant
contributions.
It
integrates
artificial
intelligence
(AI)
(IoT)
paradigms
expand
studies,
highlighting
data
science
modeling’s
practical
application
for
intelligent
service
delivery
real‐world
settings,
emphasizing
benefits
within
IoT.
Furthermore,
it
outlines
an
IIoMT
architecture
gathering,
analyzing,
preempting
employing
advanced
analytics
enhance
intelligence.
The
study
also
identifies
current
challenges,
future
trajectories,
solutions
domain,
contributing
scientific
understanding
management.
evaluates
168
closely
related
articles
from
various
databases,
including
Web
Science
(WoS)
Google
Scholar,
after
rejection
repeated
books.
shows
that
there
is
48%
growth
articles,
mainly
focusing
symptoms,
detection,
classification.
Similarly,
most
being
conducted
United
States
America,
trend
increasing
other
countries
around
globe.
These
results
suggest
essence
automated
monitoring,
suggestions
handling
depression.
Frontiers in Neuroscience,
Journal Year:
2020,
Volume and Issue:
14
Published: Oct. 6, 2020
Gangliosides
are
glycosphingolipids
highly
abundant
in
the
nervous
system,
and
carry
most
of
sialic
acid
residues
brain.
enriched
cell
membrane
microdomains
(“lipid
rafts”)
play
important
roles
modulation
proteins
ion
channels,
signaling
communication
among
cells.
The
importance
gangliosides
brain
is
highlighted
by
fact
that
loss
function
mutations
ganglioside
biosynthetic
enzymes
result
severe
neurodegenerative
disorders,
often
characterized
very
early
or
childhood
onset.
In
addition,
changes
profile
(i.e.
relative
abundance
specific
gangliosides)
were
reported
healthy
ageing
common
neurological
conditions,
including
Huntington’s
disease
(HD),
Alzheimer’s
(AD),
Parkinson’s
(PD),
amyotrophic
lateral
sclerosis
(ALS),
stroke,
multiple
epilepsy.
At
least
HD,
PD
some
forms
epilepsy,
experimental
evidence
strongly
suggests
a
potential
role
pathogenesis
treatment.
this
review,
we
will
summarize
functions
crucial
to
maintain
health,
review
levels
occur
major
conditions
discuss
their
contribution
cellular
dysfunctions
pathogenesis.
Finally,
beneficial
exerted
gangliosides,
GM1
particular,
models
clinical
trials.
International Journal of Molecular Sciences,
Journal Year:
2021,
Volume and Issue:
22(16), P. 8363 - 8363
Published: Aug. 4, 2021
Huntington’s
disease
(HD)
is
a
neurodegenerative
disorder
caused
by
CAG
expansion
in
the
HD
gene.
The
characterized
neurodegeneration,
particularly
striatum
and
cortex.
first
symptoms
usually
appear
mid-life
include
cognitive
deficits
motor
disturbances
that
progress
over
time.
Despite
being
genetic
with
known
cause,
several
mechanisms
are
thought
to
contribute
neurodegeneration
HD,
numerous
pre-clinical
clinical
studies
have
been
conducted
currently
underway
test
efficacy
of
therapeutic
approaches
targeting
some
these
varying
degrees
success.
Although
current
trials
may
lead
identification
or
refinement
treatments
likely
improve
quality
life
those
living
major
efforts
continue
be
invested
at
level,
testing
novel
show
promise
as
disease-modifying
strategies.
This
review
offers
detailed
overview
approved
treatment
options
for
this
concludes
discussing
potential
shown
studies,
including
increasing
neurotropic
support,
modulating
autophagy,
epigenetic
manipulations,
use
nanocarriers
stem
cells.
Neuroscience & Biobehavioral Reviews,
Journal Year:
2022,
Volume and Issue:
141, P. 104749 - 104749
Published: June 21, 2022
Depression
is
one
of
the
most
important
non-motor
symptoms
in
Parkinson's
disease
(PD),
but
its
prevalence
and
related
clinical
characteristics
are
unclear.
To
this
end,
we
performed
a
systematic
review
meta-analysis
based
on
129
studies,
including
38304
participants
from
28
countries.
Overall,
depression
PD
was
38
%.
When
compared
with
patients
without
depression,
those
had
younger
age
onset,
lower
education
level,
longer
duration,
higher
UPDRS-III,
H&Y
staging
scale,
MMSE,
SE-ADL
scores.
We
observed
that
associated
female
patients,
carrying
GBA1
mutation,
freezing
gait
(FOG),
apathy,
anxiety
fatigue.
Our
results
suggest
an
independent,
frequent
symptom
PD,
appearing
early
stage
persisting
throughout
duration.
In
addition,
several
motor
appeared
to
be
negatively
impacted
quality
life.
JAMA Psychiatry,
Journal Year:
2022,
Volume and Issue:
79(5), P. 464 - 464
Published: March 9, 2022
Importance
Late-life
depression
(LLD)
is
characterized
by
considerable
heterogeneity
in
clinical
manifestation.
Unraveling
such
might
aid
elucidating
etiological
mechanisms
and
support
precision
individualized
medicine.
Objective
To
cross-sectionally
longitudinally
delineate
disease-related
LLD
associated
with
neuroanatomy,
cognitive
functioning,
symptoms,
genetic
profiles.
Design,
Setting,
Participants
The
Imaging-Based
Coordinate
System
for
Aging
Neurodegenerative
Diseases
(iSTAGING)
study
an
international
multicenter
consortium
investigating
brain
aging
pooled
harmonized
data
from
13
studies
more
than
35
000
participants,
including
a
subset
of
individuals
major
depressive
disorder.
Multimodal
sample
(N
=
996),
neuroimaging,
neurocognitive
assessments,
genetics,
were
analyzed
this
study.
A
semisupervised
clustering
method
(heterogeneity
through
discriminative
analysis)
was
applied
to
regional
gray
matter
(GM)
volumes
derive
dimensional
representations.
Data
collected
July
2017
2020
December
2021.
Main
Outcomes
Measures
Two
dimensions
identified
LLD-associated
voxelwise
GM
maps,
white
(WM)
fractional
anisotropy,
phenotype,
genetics.
Results
total
501
participants
(mean
[SD]
age,
67.39
[5.56]
years;
332
women)
495
healthy
control
66.53
[5.16]
333
included.
Patients
dimension
1
demonstrated
relatively
preserved
anatomy
without
WM
disruptions
relative
individuals.
In
contrast,
patients
2
showed
widespread
atrophy
integrity
disruptions,
along
impairment
higher
severity.
Moreover,
de
novo
independent
variant
(rs13120336;
chromosome:
4,
186387714;
minor
allele,
G)
significantly
(odds
ratio,
2.35;
SE,
0.15;P
3.14
×108)
but
not
2.
significant
single-nucleotide
variant–based
heritability
18%
27%
within
the
general
population
12
518
UK
Biobank).
having
longitudinal
measurements,
those
experienced
rapid
change
age
(Cohenf2
0.03;P
.02)
likely
progress
Alzheimer
disease
.03)
compared
1431
7224
scans
Alzheimer's
Disease
Neuroimaging
Initiative
[ADNI],
Baltimore
Longitudinal
Study
[BLSA],
Biomarkers
Older
Controls
at
Risk
Dementia
[BIOCARD]
sets).
Conclusions
Relevance
This
into
distinct
neuroanatomical,
cognitive,
clinical,
approach
provides
potential
mechanism
relevance
latent
possible
mechanisms,
outcomes,
responses
interventions.
Journal of Global Health,
Journal Year:
2023,
Volume and Issue:
13
Published: Nov. 29, 2023
We
aimed
to
determine
the
incidence
and
disability-adjusted
life-years
(DALYs)
of
neurological
disorders
worldwide
from
1990
2019.We
obtained
age-standardised
DALY
rates
in
204
countries
territories
2019
Global
Burden
Disease
(GBD)
database.
determined
trends
stratified
by
age,
sex,
region,
country,
Social
Development
Index
(SDI)
risk
factors
contributing
DALYs
associated
with
these
disorders.The
largest
increases
1990-2019
occurred
four
regions
(East
Asia:
estimated
annual
percentage
change
(EAPC)
=
0.19,
tropical
Latin
America:
EAPC
0.07,
Southern
0.03,
Western
Europe:
0.03)
three
(China:
0.20,
Ecuador:
0.13,
Italy:
0.13).
observed
for
Parkinson
disease,
idiopathic
epilepsy,
bipolar
disorder,
Alzheimer
disease
other
dementias.
High-SDI
showed
highest
depression,
motor
neuron
disorders.There
is
a
need
control
increase
East
Asia,
America,
Europe,
particularly
China,
Ecuador,
Italy.
Antioxidants,
Journal Year:
2023,
Volume and Issue:
12(3), P. 676 - 676
Published: March 9, 2023
Depression
has
a
multifactorial
etiology
comprising
family
history
and
unemployment.
This
review
aims
to
summarize
the
evidence
available
for
antioxidant
anti-inflammatory
effects
of
carotenoids
in
mood
disorders.
article’s
methodologies
were
based
on
search
PubMed
database
all
linked
published
papers.
Epidemiological
studies
indicate
that
diet
rich
vegetables,
fruits,
nuts,
fish,
olive
oil
may
prevent
development
depression.
Antioxidant
supplementation
been
found
combat
various
stress-induced
psychiatric
disorders,
including
depression
anxiety.
A
growing
body
indicates
have
both
anti-inflammatory.
Studies
also
suggest
poor
dietary
intake,
particularly
low
intakes
fruit
vegetables
high
fast
food
other
convenience
foods,
increase
risk
developing
Thus,
interventions
potential
help
mitigate
mental
health
decline
general
population
those
with
Considering
effects,
it
is
expected
they
might
exert
promising
antidepressant
effect.
Nevertheless,
further
(including
interventional
mechanistic
studies)
assessing
effect
preventing
alleviating
symptoms
are
needed.
Biomedicines,
Journal Year:
2024,
Volume and Issue:
12(3), P. 574 - 574
Published: March 5, 2024
Neurodegeneration
poses
a
significant
challenge
for
the
fields
of
neuroscience
and
medicine,
as
it
is
underlying
cause
development
advancement
numerous
neurodegenerative
psychiatric
disorders
[...]
FEBS Journal,
Journal Year:
2024,
Volume and Issue:
unknown
Published: March 1, 2024
Huntington's
disease
(HD)
is
a
currently
incurable
neurogenerative
disorder
and
typically
characterized
by
progressive
movement
(including
chorea),
cognitive
deficits
(culminating
in
dementia),
psychiatric
abnormalities
(the
most
common
of
which
depression),
peripheral
symptoms
gastrointestinal
dysfunction).
There
are
no
approved
disease‐modifying
therapies
available
for
HD,
with
death
usually
occurring
approximately
10–25
years
after
onset,
but
some
hold
promising
potential.
HD
subjects
often
burdened
chronic
diarrhea,
constipation,
esophageal
gastric
inflammation,
susceptibility
to
diabetes.
Our
understanding
the
microbiota–gut–brain
axis
its
infancy
growing
evidence
from
preclinical
clinical
studies
suggests
role
gut
microbial
population
imbalance
(gut
dysbiosis)
pathophysiology.
The
brain
can
communicate
through
enteric
nervous
system,
immune
vagus
nerve,
microbiota‐derived‐metabolites
including
short‐chain
fatty
acids,
bile
branched‐chain
amino
acids.
This
review
summarizes
supporting
demonstrating
alterations
bacterial
fungal
composition
that
may
be
associated
HD.
We
focus
on
mechanisms
dysbiosis
compromise
health,
thus
triggering
neuroinflammatory
responses,
further
highlight
outcomes
attempts
modulate
microbiota
as
therapeutic
strategies
Ultimately,
we
discuss
dearth
data
need
more
longitudinal
translational
this
nascent
field.
suggest
future
directions
improve
our
association
between
microbes
pathogenesis
other
‘brain
body
disorders’.