bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 16, 2024
Abstract
To
investigate
the
functional
significance
of
genetic
risk
loci
identified
through
genome-wide
association
studies
(GWASs),
are
linked
to
genes
based
on
their
capacity
account
for
variation
in
gene
expression,
resulting
expression
quantitative
trait
(eQTL).
Following
this,
set
analyses
commonly
used
gain
insights
into
functionality.
However,
efficacy
this
approach
is
hampered
by
small
effect
sizes
and
burden
multiple
testing.
We
propose
an
alternative
approach:
instead
examining
cumulative
associations
individual
within
a
set,
we
consider
collective
entire
set.
introduce
concept
QTL
(gsQTL),
show
it
be
more
adept
at
identifying
links
between
variants
specific
sets.
Notably,
gsQTL
experiences
less
susceptibility
inflation
or
deflation
significant
enrichments
compared
with
conventional
methods.
Furthermore,
demonstrate
broader
applicability
shared
variability
This
evident
scenarios
such
as
coordinated
regulation
transcription
factor
differential
expression.
PLoS ONE,
Journal Year:
2024,
Volume and Issue:
19(2), P. e0293548 - e0293548
Published: Feb. 15, 2024
RNA
sequencing
and
genetic
data
support
spleen
tyrosine
kinase
(SYK)
high
affinity
immunoglobulin
epsilon
receptor
subunit
gamma
(FCER1G)
as
putative
targets
to
be
modulated
for
Alzheimer's
disease
(AD)
therapy.
FCER1G
is
a
component
of
Fc
complexes
that
contain
an
immunoreceptor
tyrosine-based
activation
motif
(ITAM).
SYK
interacts
with
the
by
binding
doubly
phosphorylated
ITAM
(p-ITAM)
via
its
two
tandem
SH2
domains
(SYK-tSH2).
Interaction
p-ITAM
SYK-tSH2
enables
phosphorylation.
Since
reported
exacerbate
AD
pathology,
we
hypothesized
disruption
this
interaction
would
beneficial
patients.
Herein,
developed
biochemical
biophysical
assays
enable
discovery
small
molecules
perturb
between
SYK-tSH2.
We
identified
distinct
chemotypes
using
high-throughput
screen
(HTS)
orthogonally
assessed
their
binding.
Both
covalently
modify
inhibit
p-ITAM,
however,
these
compounds
lack
selectivity
limits
utility
chemical
tools.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 15, 2025
A
significant
proportion
of
individuals
maintain
healthy
cognitive
function
despite
having
extensive
Alzheimer's
disease
(AD)
pathology,
known
as
resilience.
Understanding
the
molecular
mechanisms
that
protect
these
can
identify
therapeutic
targets
for
AD
dementia.
This
study
aims
to
define
and
cellular
signatures
resilience,
protection
resistance,
by
integrating
genetics,
bulk
RNA,
single-nucleus
RNA
sequencing
data
across
multiple
brain
regions
from
AD,
resilient,
control
individuals.
We
analyzed
Religious
Order
Study
Rush
Memory
Aging
Project
(ROSMAP),
including
(n=631)
multi-regional
single
nucleus
(n=48)
sequencing.
Subjects
were
categorized
into
based
on
β-amyloid
tau
status.
identified
prioritized
protected
cell
populations
using
whole
genome
sequencing-derived
genetic
variants,
transcriptomic
profiling,
composition
distribution.
Transcriptomic
results,
supported
GWAS-derived
polygenic
risk
scores,
place
resilience
an
intermediate
state
in
continuum.
Tissue-level
analysis
revealed
43
genes
enriched
nucleic
acid
metabolism
signaling
differentially
expressed
between
Only
GFAP
(upregulated)
KLF4
(downregulated)
showed
differential
expression
compared
controls.
Cellular
involved
reorganization
protein
folding
degradation
pathways,
with
downregulation
Hsp90
selective
upregulation
Hsp40,
Hsp70,
Hsp110
families
excitatory
neurons.
Excitatory
neuronal
subpopulations
entorhinal
cortex
(ATP8B1+
MEF2C
high
)
exhibited
unique
through
neurotrophin
(modulated
LINGO1)
angiopoietin
(ANGPT2/TEK)
pathways.
MEF2C,
ATP8B1,
RELN
key
markers
resilient
populations,
characterized
vulnerability
AD.
Protective
rare
variant
enrichment
highlighted
vulnerable
somatostatin
(SST)
inhibitory
interneurons,
validated
immunofluorescence
showing
co-expression
associated
RBFOX1
KIF26B
SST+
neurons
dorsolateral
prefrontal
cortex.
The
maintenance
excitatory-inhibitory
balance
emerges
a
characteristic
hallmarks
Resilience
include
preservation
function,
excitatory/inhibitory
balance,
activation
protective
Specific
appear
play
central
role
mediating
while
subset
SST
interneurons
likely
provide
compensation
against
AD-associated
dysregulation.
offers
framework
leverage
natural
mitigate
neurodegeneration
preserve
cognition
Nature Communications,
Journal Year:
2025,
Volume and Issue:
16(1)
Published: Feb. 25, 2025
Abstract
The
clinical
course
and
treatment
of
neurodegenerative
disease
are
complicated
by
immune-system
interference
chronic
inflammatory
processes,
which
remain
incompletely
understood.
Mapping
immune
signatures
in
larger
human
cohorts
through
single-cell
gene
expression
profiling
supports
our
understanding
observed
peripheral
changes
neurodegeneration.
Here,
we
employ
over
909k
blood
mononuclear
cells
(PBMCs)
from
121
healthy
individuals,
48
patients
with
mild
cognitive
impairment
(MCI),
46
Parkinson’s
(PD),
27
Alzheimer’s
(AD),
15
both
PD
MCI.
dataset
is
interactively
accessible
a
freely
available
website
(
https://www.ccb.uni-saarland.de/adrcsc
).
In
this
work,
identify
disease-associated
cell
type
composition
the
sex-specific
manner,
offering
insights
into
solid
tissue
AD
PD.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 1, 2025
Abstract
Cellular
morphology
is
intimately
connected
with
function.
While
the
link
between
and
functional
states
has
been
studied
extensively,
role
of
subcellular
transcript
localization
in
cellular
function
remains
unclear.
Here
we
use
microglia,
brain’s
resident
macrophages,
as
a
model
to
dissect
interaction
morphology,
localization,
Using
multiplexed
error-robust
fluorescence
situ
hybridization
combined
fluorescent
immunohistochemistry,
analyzed
distribution
simultaneously
young
aged
mouse
brains.
Our
approach
revealed
how
mRNA
spatial
organization
varies
across
microglial
states.
We
identified
distinct
patterns
within
processes
uncovered
morphological
heterogeneity
transcriptomically
defined
populations.
Notably,
found
subpopulation
disease-associated
microglia
ramified
(displaying
numerous
processes),
challenging
conventional
assumption
Finally,
that
aging
not
only
alters
compartmentalized
mRNAs
but
also
reshapes
their
colocalization
networks,
shifting
functions
from
synaptic
maintenance
phagocytic
younger
brains
migration
catabolic
pathways
older
findings
highlight
shaping
function,
offering
new
avenues
for
studying
modulating
health,
disease,
aging.
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: April 12, 2024
Abstract
Targeting
of
tau
pathology
has
long
been
proposed
as
a
potential
therapeutic
strategy
for
Alzheimer’s
disease
(AD).
Semorinemab
is
humanized
IgG4
monoclonal
antibody
that
binds
to
all
known
isoforms
full-length
with
high
affinity
and
specificity.
Semorinemab’s
safety
efficacy
have
studied
in
two
Phase
2
randomized,
double-blind,
placebo-controlled,
parallel-group
clinical
trials:
Tauriel
(prodromal-to-mild
AD;
NCT03289143
)
Lauriet
(mild-to-moderate
NCT03828747
).
CSF
was
collected
from
subset
patients
at
baseline
after
49
or
73
weeks
61
Lauriet.
We
generated
large
proteomics
dataset,
using
more
than
250
cerebrospinal
fluid
(CSF)
samples
detecting
3500
proteins,
investigate
the
effects
semorinemab
each
trial.
Treatment-induced
proteomic
signatures
were
defined
study
set
proteins
significantly
elevated
treatment
arm
respective
study.
Integration
corresponding
gene
independent
brain
single-nucleus
RNA-seq
datasets
AD
healthy
aged
controls
revealed
signature
genes
enriched
microglial
cells,
while
broadly
expressed
across
major
cell
types.
Furthermore,
trial
upregulated
microglia
compared
non-demented
controls.
The
elevation
such
CHI3L1
GPNMB
suggested
an
activated
glial
state.
Taken
together,
this
utilizes
dataset
assess
pharmacodynamic
response
contributes
our
understanding
how
anti-tau
influences
disease-relevant
pathophysiology
AD.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: June 21, 2024
Abstract
Oligodendrocytes
are
the
myelinating
cells
within
central
nervous
system.
Many
oligodendrocyte
genes
have
been
associated
with
brain
disorders.
However,
how
transcription
factors
(TFs)
cooperate
for
gene
regulation
in
oligodendrocytes
remains
largely
uncharacterized.
To
address
this,
we
integrated
scRNA-seq
and
scATAC-seq
data
to
identify
cooperative
TFs
that
co-regulate
target
(TG)
expression
oligodendrocytes.
First,
identified
co-
binding
TF
pairs
whose
sites
overlapped
oligodendrocyte-specific
regulatory
regions.
Second,
trained
a
deep
learning
model
predict
level
of
each
TG
using
levels
co-binding
TFs.
Third,
models,
computed
importance
TF-TF
interaction
scores
predicting
by
Shapley
scores.
We
found
involving
known
important
differentiation,
such
as
SOX10-TCF12,
SOX10-MYRF,
SOX10-OLIG2,
exhibited
significantly
higher
than
others
(t-test,
p-value
<
1e-4).
Furthermore,
153
oligodendrocyte-associated
eQTLs
reside
enhancers
or
promoters
where
their
eGenes
(TGs)
regulated
TFs,
suggesting
potential
novel
roles
from
genetic
variants.
also
experimentally
validated
some
SOX10-OLIG2
SOX10-NKX2.2
co-enrichment
analysis,
ChIP-seq
rat
peripheral
nerve.
Lipids in Health and Disease,
Journal Year:
2023,
Volume and Issue:
22(1)
Published: Sept. 22, 2023
Alzheimer's
disease
(AD)
represents
profound
degenerative
conditions
of
the
brain
that
cause
significant
deterioration
in
memory
and
cognitive
function.
Despite
extensive
research
on
contribution
lipid
metabolism
to
AD
progression,
precise
mechanisms
remain
incompletely
understood.
Hence,
this
study
aimed
identify
key
differentially
expressed
metabolism-related
genes
(DELMRGs)
progression.
Since
early
research
on
Alzheimer’s
disease
(AD),
it
has
been
known
that
among
the
central
features
of
its
progression
are
altered
levels
neuropeptide
somatostatin,
and
colocalisation
somatostatin-positive
interneurons
(SST-INs)
with
amyloid-β
plaques,
leading
to
cell
death.
In
this
theoretical
review,
I
propose
a
model
for
pathogenesis
AD
coheres
qualitative
profile
neuropsychological
deficits
neurobiological
progression.
Namely,
hypofunctional
hyperactive
SST-INs
struggle
control
hyperactivity
in
mid-temporal
regions
stages,
excessive
presynaptic
GABA-B
inhibition,
GABA-B1a-APP
complex
downregulation
internalisation,
thereby
boosting
Aβ
production.
Concomitantly,
SST-14
release
accumulates
near
form
amyloids,
bind
toxic
mixed
oligomers.
This
leads
differential
SST-IN
death
through
excitotoxicity,
further
disinhibition,
SST
deficits,
increased
release,
fibrillation
plaque
formation.
networks
distributions
tightly
overlap
brain.
Finally,
disinhibition
reportedly
induces
qualitatively
agree
those
found
cohorts,
pattern
separation
encoding
mnemonic
indiscrimination,
interference
reconsolidation.
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Nov. 2, 2024
Abstract
The
complexity
of
Alzheimer’s
disease
(AD)
manifests
in
diverse
clinical
phenotypes,
including
cognitive
impairment
and
neuropsychiatric
symptoms
(NPSs).
However,
the
etiology
these
phenotypes
remains
elusive.
To
address
this,
PsychAD
project
generated
a
population-level
single-nucleus
RNA-seq
dataset
comprising
over
6
million
nuclei
from
prefrontal
cortex
1,494
individual
brains,
covering
variety
AD-related
that
capture
impairment,
severity
pathological
lesions,
presence
NPSs.
Leveraging
this
dataset,
we
developed
deep
learning
framework,
called
Phenotype
Associated
Single
Cell
encoder
(PASCode),
to
score
single-cell
phenotype
associations,
identified
∼1.5
associate
cells
(PACs).
We
compared
PACs
within
27
distinct
brain
cell
subclasses
prioritized
subpopulations
their
expressed
genes
across
various
AD
upregulation
reactive
astrocyte
subtype
with
neuroprotective
function
resilient
donors.
Additionally,
link
multiple
subpopulation
protoplasmic
astrocytes
alter
gene
expression
regulation
donors
depression.
Uncovering
cellular
molecular
mechanisms
underlying
has
potential
provide
valuable
insights
towards
identification
novel
diagnostic
markers
therapeutic
targets.
All
PACs,
along
type
information,
are
summarized
into
an
AD-phenotypic
atlas
for
research
community.