Bioinformatics insights into mitochondrial and immune gene regulation in Alzheimer's disease
European journal of medical research,
Год журнала:
2025,
Номер
30(1)
Опубликована: Фев. 8, 2025
There
is
growing
evidence
that
the
pathogenesis
of
Alzheimer's
disease
closely
linked
to
resident
innate
immune
cells
central
nervous
system,
including
microglia
and
astrocytes.
Mitochondrial
dysfunction
in
has
also
been
reported
play
an
essential
role
AD
other
neurological
diseases.
Therefore,
finding
mitochondrial
immune-related
gene
(MIRG)
signatures
can
be
significant
diagnosing
treating
AD.
In
this
study,
intersection
differentially
expressed
genes
(DEGs)
from
GSE109887
cohort,
(IRGs)
obtained
WGCNA
analysis,
mitochondria-related
(MRGs)
was
taken
identify
mitochondria-immune-related
(MIRGs).
Then,
using
machine
learning
algorithms,
biomarkers
with
good
diagnostic
value
were
selected,
a
nomogram
constructed.
Subsequently,
we
further
analyzed
signaling
pathways
potential
biological
mechanisms
through
set
enrichment
prediction
transcription
factors
(TFs),
miRNAs,
drug
prediction.
Using
five
(TSPO,
HIGD1A,
NDUFAB1,
NT5DC3,
MRPS30)
successfully
identified,
model
strong
ability
accuracy
(AUC
>
0.9)
addition,
single-gene
analysis
revealed
NDUFAB1
significantly
enriched
associated
diseases,
such
as
Parkinson's,
providing
valuable
insights
for
future
clinical
research
on
context
mitochondrial-immune
interactions.
Interestingly,
brain
tissue
pathology
showed
neuronal
atrophy
demyelination
mice,
along
reduction
Nissl
bodies.
Furthermore,
escape
latency
mice
longer
than
control
group.
After
platform
removal,
there
notable
increase
path
complexity
time
required
reach
target
quadrant,
suggesting
spatial
memory
capacity
mice.
Moreover,
qRT-PCR
validation
confirmed
mRNA
expression
consistent
bioinformatics
results.
TSPO
increased,
while
MRPS30
expressions
decreased.
However,
peripheral
blood
samples
did
not
show
HIGD1A
or
MRPS30.
These
findings
provide
new
interactions,
exploring
offering
perspectives
development
novel
drugs.
Five
biomarkers,
i.e.,
TSPO,
MRPS30,
disease,
screened
by
machine-learning
algorithmic
models,
which
will
guide
mitochondria-immunity-related
direction.
Язык: Английский
Natural Killer Cells in Alzheimer's Disease: From Foe to Friend
European Journal of Neuroscience,
Год журнала:
2025,
Номер
61(7)
Опубликована: Апрель 1, 2025
ABSTRACT
The
neuroinflammatory
aspect
of
Alzheimer's
disease
(
AD
)
has
been
largely
focused
on
microglia,
the
innate
immune
cells
brain;
however,
recent
evidence
increasingly
points
to
importance
multiple
alterations
in
systemic
response
during
development.
Natural
killer
(NK)
are
also
components
immunity,
whose
role
pathogenesis
sporadically
investigated
and
often
conflicting
results
have
reported.
Recent
clinical
trial
suggested
potential
beneficial
effects
immunotherapy
based
ex
vivo–expanded,
genetically
unmodified,
NK
cells.
This
led
increased
interest
understanding
function
these
central
nervous
system
both
physiological
pathological
contexts
such
as
.
Considering
that
is
predominantly
a
elderly
population,
this
review,
we
summarized
current
state
knowledge
changes
occur
cell
compartment
normal
aging
process
pathophysiological
throughout
continuum
could
potentially
explain
therapeutic
efficacy
Язык: Английский
Inhibitory neuron links the causal relationship from air pollution to psychiatric disorders: a large multi-omics analysis
Journal Of Big Data,
Год журнала:
2024,
Номер
11(1)
Опубликована: Сен. 11, 2024
Язык: Английский
The Immunosenescence Clock: A New Method for Evaluating Biological Age and Predicting Mortality Risk
Ageing Research Reviews,
Год журнала:
2024,
Номер
unknown, С. 102653 - 102653
Опубликована: Дек. 1, 2024
Precisely
assessing
an
individual's
immune
age
is
critical
for
developing
targeted
aging
interventions.
Although
traditional
methods
evaluating
biological
age,
such
as
the
use
of
cellular
senescence
markers
and
physiological
indicators,
have
been
widely
applied,
these
inherently
struggle
to
capture
full
complexity
aging.
We
propose
concept
'immunosenescence
clock'
that
evaluates
system
changes
on
basis
in
cell
abundance
omics
data
(including
transcriptome
proteome
data),
providing
a
complementary
indicator
understanding
age-related
transformations.
Rather
than
claiming
definitively
measure
this
approach
can
be
divided
into
prediction
clock
mortality
clock.
The
main
function
reflect
state
through
peripheral
blood
mononuclear
cells
(PBMCs),
whereas
emphasizes
ability
identify
people
at
high
risk
disease.
hereby
present
nearly
all
immunosenescence
clocks
developed
date,
well
their
functional
differences.
Critically,
we
explicitly
acknowledge
no
single
diagnostic
test
exhaustively
intricate
associated
with
Furthermore,
functions
are
based
acceleration
or
delay
immunosenescence,
also
summarize
factors
accelerate
delaying
it.
A
deep
regulatory
mechanisms
help
establish
more
accurate
immune-age
models,
support
personalized
longevity
interventions
improving
quality
life
old
age.
Язык: Английский