bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2022,
Номер
unknown
Опубликована: Май 3, 2022
Abstract
Multi-omic
data
spanning
from
genotype,
gene
expression
to
protein
have
been
increasingly
explored
interpret
findings
genome
wide
association
studies
of
Alzheimer’s
disease
(AD)
and
gain
more
insight
the
mechanism.
However,
each
-omics
type
is
usually
examined
individually
functional
interactions
between
genetic
variations,
genes
proteins
are
only
used
after
discovery
findings,
but
not
beforehand.
In
this
case,
multi-omic
likely
functionally
related
therefore
give
rise
challenges
in
interpretation.
To
address
problem,
we
propose
a
new
interpretable
deep
neural
network
model
MoFNet
jointly
prior
knowledge
set.
It
aims
identify
subnetwork
predictive
AD
evidenced
by
measures.
Particularly,
interaction
was
embedded
into
architecture
way
that
it
resembles
information
flow
DNA
protein.
The
proposed
significantly
outperformed
all
other
state-of-art
classifiers
when
evaluated
using
ROS/MAP
cohort.
Instead
individual
markers,
yielded
sub-networks
innate
immune
system,
clearance
misfolded
proteins,
neurotransmitter
release
respectively.
Around
50%
these
were
replicated
another
independent
Our
identified
gene/proteins
highly
synaptic
vesicle
function.
Altered
regulation
or
genes/proteins
could
cause
disruption
neuron-neuron
neuron-glia
cross
talk
further
lead
neuronal
synapse
loss
AD.
Further
investigation
possibly
help
decipher
mechanisms
underlying
dysfunction
AD,
ultimately
inform
therapeutic
strategies
modify
progression
early
stage.
Alzheimer s & Dementia,
Год журнала:
2025,
Номер
21(5)
Опубликована: Май 1, 2025
Abstract
INTRODUCTION
Down
syndrome
(DS)
markedly
increases
the
risk
of
Alzheimer's
disease
(DS‐AD),
but
role
RAB5
hyperactivation
in
its
pathogenesis
remains
unclear.
METHODS
Postmortem
brain
samples
from
individuals
with
DS,
and
without
AD,
a
partial
trisomy
21
case
only
two
amyloid
precursor
protein
(
APP
)
gene
copies,
were
examined
for
endosomal
Rabs,
their
guanine‐nucleotide
exchange
factor
(GEF)
GTPase
activating
(GAP)
levels,
lysosomal
cathepsins.
Analysis
extended
to
Dp16
DS
mouse
model.
The
disrupting
endolysosomal
system
was
explored
using
primary
neurons.
RESULTS
We
observed
widespread
dysregulation
brains,
requiring
increased
dose.
resulted
activation
including
RABs
7
11,
recruitment
Rabs
GEFs
early
endosomes
as
well
levels
DISCUSSION
These
findings
suggest
that
dose‐driven
disrupts
Rab
cascades
endosome
maturation
DS.
Highlights
There
is
disruption
network
model
brain.
Amyloid
dose
necessary
activity
cathepsins
both
human
brains.
Changes
11
linked
factors
(GEFs)
GEF/GTPase
ratios.
Mechanistic
studies
demonstrated
essential
roles
beta‐C‐terminal
fragment
(β‐CTF)
acting
through
increase
membrane
binding
downstream
Rabs.
acts
central
hub
disruptions
function
Aging and Disease,
Год журнала:
2023,
Номер
unknown
Опубликована: Янв. 1, 2023
Decades
of
research
have
demonstrated
an
incontrovertible
role
amyloid-β
(Aβ)
in
the
etiology
Alzheimer's
disease
(AD).
However,
overemphasis
on
pathological
impacts
Aβ
may
obscure
its
metabolic
precursor,
amyloid
precursor
protein
(APP),
as
a
significant
hub
occurrence
and
progression
AD.
The
complicated
enzymatic
processing,
ubiquitous
receptor-like
properties,
abundant
expression
APP
brain,
well
close
links
with
systemic
metabolism,
mitochondrial
function
neuroinflammation,
imply
that
plays
multifaceted
roles
In
this
review,
we
briefly
describe
evolutionarily
conserved
biological
characteristics
APP,
including
structure,
functions
processing.
We
also
discuss
possible
involvement
metabolites
AD,
both
detrimental
beneficial.
Finally,
pharmacological
agents
or
genetic
approaches
capability
to
reduce
inhibit
cellular
internalization,
which
can
ameliorate
multiple
aspects
AD
pathologies
halt
progression.
These
provide
basis
for
further
drug
development
combat
terrible
disease.
Annals of Neurology,
Год журнала:
2023,
Номер
94(2), С. 245 - 258
Опубликована: Апрель 12, 2023
The
retromer
complex
plays
an
essential
role
in
intracellular
endosomal
sorting.
Deficits
the
are
linked
to
enhanced
Aβ
production.
levels
of
components
reported
be
downregulated
Alzheimer
disease
(AD).
Down
syndrome
(DS)
shares
neuropathological
features
with
AD.
Recent
evidence
points
dysregulation
DS.
mechanisms
underlying
deficits
DS
and
AD
poorly
understood.
Annals of Neurology,
Год журнала:
2024,
Номер
96(2), С. 390 - 404
Опубликована: Май 15, 2024
Objectives
Due
to
increased
gene
dose
for
the
amyloid
precursor
protein
(APP),
elderly
adults
with
Down
syndrome
(DS)
are
at
a
markedly
risk
of
Alzheimer's
disease
(AD),
known
as
DS‐AD.
How
APP
acts
and
which
products
responsible
DS‐AD
is
not
well
understood,
thus
limiting
strategies
target
pathogenesis.
As
one
approach
address
this
question,
we
used
novel
class
γ‐secretase
modulators
that
promote
γ‐site
cleavages
by
complex,
resulting
in
lower
levels
Aβ42
Aβ40
peptides.
Methods
Ts65Dn
mice,
serve
model
DS,
were
treated
via
oral
gavage
10
mg/kg/weekday
BPN15606
(a
potent
pyridazine‐containing
modulators).
Treatment
started
3
months‐of‐age
lasted
4
months.
Results
Demonstrating
successful
engagement,
treatment
significantly
decreased
cortex
hippocampus;
it
had
no
effect
on
full‐length
or
its
C‐terminal
fragments
either
2
N
mice.
Importantly,
total
amyloid‐β
impacted,
pointing
BPN15606‐mediated
enhancement
processivity
γ‐secretase.
Additionally,
rescued
hyperactivation
Rab5,
regulating
endosome
function,
normalized
neurotrophin
signaling
deficits.
also
synaptic
proteins
tau
phosphorylation,
while
reducing
astrocytosis
microgliosis,
countering
cognitive
Interpretation
Our
findings
point
involvement
and/or
contributing
several
molecular
traits
associated
They
speak
dosage
acting
through
heightened
supporting
These
further
interest
potential
use
treating
possibly
preventing
AD
individuals
DS.
ANN
NEUROL
2024;96:390–404
Current Alzheimer Research,
Год журнала:
2023,
Номер
20(9), С. 648 - 659
Опубликована: Сен. 1, 2023
Background:::
Alzheimer’s
disease
(AD)
is
a
persistent
neuropathological
injury
that
manifests
via
neuronal/synaptic
death,
age
spot
development,
tau
hyperphosphorylation,
neuroinflammation,
and
apoptosis.
Synapsin
1
(SYN1),
neuronal
phosphoprotein,
believed
to
be
responsible
for
the
pathology
of
AD.
Objective::
This
study
aimed
elucidate
exact
role
SYN1
in
ameliorating
AD
its
potential
regulatory
mechanisms.
Methods::
The
dataset
GSE48350
was
downloaded
from
GEO
database,
focused
on
differential
expression
analysis
Gene
Ontology
(GO)
Kyoto
Encyclopedia
Genes
Genomes
(KEGG)
enrichment
analyses.
After
establishing
an
rat
model,
they
were
treated
with
RNAi
lentivirus
trigger
overexpression.
amelioration
AD-associated
behavior
validated
using
multiple
experiments
(water
maze
test
object
recognition
test).
SYN1’s
repairing
effect
important
factors
confirmed
by
detecting
concentration
inflammatory
(interleukin
(IL)-6,
IL-1β,
tumor
necrosis
factor
(TNF)-α),
neurotransmitters
(acetylcholine
(ACh),
dopamine
(DA),
5-hydroxytryptophan
(5-HT))
markers
oxidative
stress
(glutathione
(GSH),
malondialdehyde
(MDA),
reactive
oxygen
species
(ROS)).
Molecular
biology
(qRT-PCR
western
blot)
performed
examine
AD-related
signaling
pathways
after
Results::
Differential
yielded
total
545
differentially
expressed
genes,
which
four
upregulated
541
downregulated.
enriched
basically
synaptic
functions,
protein–
protein
interaction
network
key
genes
SYN1.
significantly
improved
spatial
learning
memory
abilities
rats.
enhancement
reflected
reduced
escape
latency
rats
water
maze,
extended
dwell
time
third
quadrant,
increased
number
crossings.
Furthermore,
results
revealed
explore
familiar
new
objects.
overexpression,
cAMP
pathway
activated,
phosphorylation
levels
CREB
PKA
proteins
elevated,
secretion
such
as
ACh,
DA,
5-HT
promoted.
suppressed,
supported
decreased
MDA
ROS.
Regarding
factors,
IL-6,
TNF-α
Conclusion::
overexpression
improves
cognitive
function
promotes
release
various
inhibiting
responses
through
activation.
These
findings
may
provide
theoretical
basis
targeted
diagnosis
treatment
Biological Research,
Год журнала:
2023,
Номер
56(1)
Опубликована: Дек. 9, 2023
Abstract
Background
Growing
evidence
has
suggested
that
Type
I
Interferon
(I-IFN)
plays
a
potential
role
in
the
pathogenesis
of
Down
Syndrome
(DS).
This
work
investigates
underlying
function
MX1,
an
effector
gene
I-IFN,
DS-associated
transcriptional
regulation
and
phenotypic
modulation.
Methods
We
performed
assay
for
transposase-accessible
chromatin
with
high-throughout
sequencing
(ATAC-seq)
to
explore
difference
accessibility
between
DS
derived
amniocytes
(DSACs)
controls.
then
combined
annotated
differentially
expressed
genes
(DEGs)
enriched
factors
(TFs)
targeting
promoter
region
from
ATAC-seq
results
DEGs
RNA-seq,
identify
key
pathways
involved
alterations
biological
processes
DS.
Results
Binding
motif
analysis
showed
significant
increase
related
neural
cell
function,
among
others,
DSACs,
which
is
primarily
regulated
by
members
activator
protein-1
(AP-1)
factor
family.
Further
studies
indicated
MX
Dynamin
Like
GTPase
1
(MX1),
defined
as
one
critical
upstream
regulator.
Its
overexpression
induced
expression
AP-1
TFs
mediated
inflammatory
response,
thus
leading
decreased
cellular
viability
cells.
Moreover,
treatment
specific
inhibitor
T-5224
improved
phenotypes
DSACs.
Conclusions
study
demonstrates
MX1-mediated
activation
partially
responsible
dysfunction
effectively
ameliorated
suggesting
it
option
patients.
Neural Regeneration Research,
Год журнала:
2023,
Номер
19(5), С. 961 - 962
Опубликована: Авг. 14, 2023
Synaptic
dysfunction:
Alzheimer's
disease
(AD)
is
a
prevalent
form
of
dementia,
affecting
over
35
million
people
worldwide
(Tzioras
et
al.,
2023).
A
synapse
serves
as
the
connection
point
between
neurons,
facilitating
transmission
information
from
one
neuron
to
another.
Dynamic
alterations
in
synapses,
known
synaptic
plasticity,
play
pivotal
role
cognitive
processes
such
learning
and
memory.
loss
has
been
identified
key
contributor
decline
AD
patients.
Studies
have
shown
that
soluble
forms
amyloid-beta
(Aβ)
tau
proteins
are
toxic
leading
impairment
animal
models
(Spires-Jones
Hyman,
2014).
Additionally,
formation
oligomers
Aβ
can
spread
pathology
through
connections
brain,
emphasizing
vital
synapses
progression.
Despite
significance
AD,
effective
treatments
prevent
or
slow
currently
lacking.
deeper
understanding
pathological
changes
could
provide
crucial
biomarkers
for
early
diagnosis
treatment.
Down
syndrome
(DS),
trisomy
21,
genetic
disorder
results
an
extra
copy
chromosome
21
part
it.
It
most
common
cause
intellectual
developmental
disabilities
linked
early-onset
AD.
Individuals
with
DS
typically
exhibit
AD-like
brain
(DS-AD)
by
age
40,
including
amyloid
plaques
neurofibrillary
tangles,
which
progress
dementia
60
(Chen
2021).
However,
there
limited
research
on
DS-AD.
Given
similarities
DS-AD
pathology,
it
reasonable
speculate
individuals
may
also
experience
similar
observed
Amyloid
precursor
protein
(APP)
dose-dependent
reduction
DS:
Neurotransmitter-containing
vesicles
release
their
contents
into
cleft,
initiating
neurons.
Specific
receptors
postsynaptic
then
bind
these
neurotransmitters.
The
fusion
plasma
membrane
requires
N-ethylmaleimide-sensitive
factor
attachment
receptor
(SNARE)
complex,
composed
vesicular
SNARE
synaptobrevin
target
syntaxin-1
synaptosomal-associated
protein-25
(SNAP-25)
(Sudhof,
2012).
Changes
core
involved
vesicle
lead
neurological
dysfunction.
Limited
knowledge
exists
regarding
levels
distinctions
While
numerous
reports
investigated
mild
impairment,
they
uncovered
inconsistent
reductions
various
located
both
pre-
post-synaptically.
comparable
underlying
pathologies
DS-AD,
would
be
expected
demonstrate
alterations.
Our
revealed
decreased
several
frontal
cortex
syntaxin
1A
SNAP25,
synaptophysin
synapsin
1,
well
density
PSD95.
Notably,
complex
were
correlated
other
2023a),
indicating
essential
necessary
neurotransmitter
signify
dysfunction
this
set
brains
subjects
consistent
sporadic
cases.
no
complexes
patients
without
suggesting
molecular
cellular
events
defects
jointly
contribute
potential
pathogenesis
comorbidities.
Consistently,
we
notable
age-dependent
SNAP25
Dp16
mouse
model.
findings
rare
case
partial
(PT-DS)
(Doran
2017)
mice
App
gene
normalization
(Dp16:
App++−)
indicate
increased
dosage
APP
(Figure
1).Figure
1:
Increased
dose
induces
retromer
subunits
DS.Increased
elevated
its
processing
products,
species.
In
but
not
diagnosis,
dependent
occurs,
along
complex.
shows
presynaptic
compartments,
DS,
APP-dependent
subunits.
Aβ42
Aβ40
arising
decrease
subunit
function,
turn
production.
Thus,
dosage-induced
synergize
affected
pathways
drive
at
different
stages
DS.
Created
BioRender.com.
AD:
disease;
APP:
protein;
Aβ:
amyloid-beta;
syndrome;
SNARE:
receptor.Synaptic
terminal
contains
only
vesicles,
variety
components
exocytosis
endocytosis
processes.
One
critical
component
responsible
endosomal
sorting.
This
recognizes
specific
transmembrane
facilitates
transport
trans-Golgi
network
recycling
back
membrane.
highlighted
involvement
neurodegenerative
diseases,
VPS26
VPS35
reduced.
Dysfunction
production
Genetic
studies
retromer-associated
SNX1,
SNX3,
Rab7a,
SORL1/SORLA
(Brodin
Shupliakov,
2018).
pathogenic
mechanisms
due
expression
upregulation
microRNA
miR-155
encoded
found
SNX27,
resulting
(Wang
2013).
Moreover,
hippocampal
SNX27
improve
deficits.
Therefore,
basis
new
strategies
addressing
loss.
We
significant
VPS26A,
VPS26B,
VPS29
PT-DS
2023b).
downregulation
was
16-month-old
dosage.
GluA1
displayed
same
subunits,
reflecting
functions
1).
To
identify
location
isolated
synaptosomes
20-month-old
male
2N
mice.
enrichment
each
synaptosomes.
throughout
homogenate
rather
than
cytoplasmic
fraction.
These
suggest
primary
activity.
Importantly,
administration
novel
gamma-secretase
modulator,
designed
specifically
γ-site
cleavages
γ-secretase
resulted
levels,
increase
nontoxic
Aβ38
Aβ37.
treatment
successfully
restored
VPS29,
GluA1,
diminished
Limitations
perspective:
follow
hierarchical
pattern,
function
childhood
young
adulthood,
followed
AD-related
neuronal
later
stages.
latter
characterized
markers.
worth
highlighting
particularly
children
adults,
general
abilities,
attributed
occurring
brain.
encompass
deficits
neurogenesis,
maturation,
synaptogenesis.
strongly
correlation
modifications
onset
associated
noteworthy
comparatively
less
experiences
comparison
regions
like
entorhinal
cortex.
evaluate
within
vulnerable
regions.
Nevertheless,
further
investigations
imperative
ascertain
whether
present
adults
if
so,
elucidate
changes.
Furthermore,
reported
functional
imbalance
excitation
inhibition,
morphological
enlargement
spines,
precise
links
electrophysiological
features
even
behavioral
outcomes
need
defined,
although
roles
individual
yet
fully
elucidated.
Biomarkers
utilized
define
status
valuable
investigate
reflected
corresponding
body
fluids.
Further
needed
efficacy
utilizing
proteins,
thereby
enhancing
our
diagnostic
tools.
Contrarily,
finding
stands
contrast
obtained
above,
exhibited
reduced
DS-AS
PT-DS.
difference
suggests
while
clinical
differed.
Rab5
activity
characteristic
feature
demonstrated
accelerate
internalization
endolysosomal
system
where
C-terminal
fragments
species,
(Grbovic
2003).
retrieving
endosomes
membrane,
process.
accumulation
detrimental
effects
stability
consequently
line
this,
impairs
trafficking
promotes
cleavage
β-secretase,
Aβ,
Aβ40.
species
creating
positive
feedback
loop
patterns
start
very
stages,
occur
predominantly
preclinical
models,
modulators
extensively
tested
ability
reduce
making
them
promising
therapeutic
approach
Gamma-secretase
modulator
study
determine
reverse
proteins.
Both
transmission,
evidenced
models.
still
completely
clear,
how
downstream
synergistically
microstructural
changes,
deficits,
subsequent
across
Nonetheless,
reinforce
disrupting
aligns
requirement
development
C-Editors:
Zhao
M,
Liu
WJ,
Qiu
Y;
T-Editor:
Jia
Y
Journal of Alzheimer s Disease,
Год журнала:
2024,
Номер
99(2), С. 715 - 727
Опубликована: Май 10, 2024
Background:
There
are
various
molecular
hypotheses
regarding
Alzheimer’s
disease
(AD)
like
amyloid
deposition,
tau
propagation,
neuroinflammation,
and
synaptic
dysfunction.
However,
detailed
mechanism
underlying
AD
remains
elusive.
In
addition,
genetic
contribution
of
these
hypothesis
is
not
yet
established
despite
the
high
heritability
AD.
Objective:
The
study
aims
to
enable
discovery
functionally
connected
multi-omic
features
through
novel
integration
data
prior
functional
interactions.
Methods:
We
propose
a
new
deep
learning
model
MoFNet
with
improved
interpretability
investigate
its
upstream
contributors.
integrates
interactions
between
SNPs,
genes,
proteins,
for
first
time
models
dynamic
information
flow
from
DNA
RNA
proteins.
Results:
When
evaluated
using
ROS/MAP
cohort,
outperformed
other
competing
methods
in
prediction
performance.
It
identified
proteins
significantly
more
interactions,
resulting
three
subnetworks.
SNP-gene
pairs
by
were
mostly
eQTLs
specific
frontal
cortex
tissue
where
gene/protein
was
collected.
These
subnetworks
enriched
innate
immune
system,
clearance
misfolded
neurotransmitter
release
respectively.
validated
most
findings
an
independent
dataset.
One
subnetwork
consists
exclusively
core
members
SNARE
complex,
key
mediator
vesicle
fusion
transportation.
Conclusions:
Our
results
suggest
that
effective
improving
classification
accuracy
identifying
markers
interpretability.
Multi-omic
provided
insights
details.