bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Oct. 16, 2024
Abstract
We
assessed
the
reproducibility
of
differentially
expressed
genes
(DEGs)
in
previously
published
Alzheimer’s
(AD),
Parkinson’s
(PD),
Schizophrenia
(SCZ),
and
COVID-19
scRNA-seq
studies.
While
transcriptional
scores
from
DEGs
individual
PD
datasets
had
moderate
predictive
power
for
case-control
status
other
(AUC=0.77
0.75),
AD
SCZ
poor
(AUC=0.68
0.55).
developed
a
non-parametric
meta-analysis
method,
SumRank,
based
on
relative
differential
expression
ranks
across
datasets,
found
with
improved
(AUC=0.88,
0.91,
0.78,
0.62).
By
multiple
metrics,
specificity
sensitivity
these
were
substantially
higher
than
those
discovered
by
dataset
merging
inverse
variance
weighted
p-value
aggregation
methods.
The
revealed
known
novel
biological
pathways,
we
validate
BCAT1
as
down-regulated
mouse
oligodendrocytes.
Lastly,
evaluate
factors
influencing
studies
prospective
guide
experimental
design.
Nature Communications,
Journal Year:
2024,
Volume and Issue:
15(1)
Published: Jan. 31, 2024
Abstract
In
brain,
the
striatum
is
a
heterogenous
region
involved
in
reward
and
goal-directed
behaviors.
Striatal
dysfunction
linked
to
psychiatric
disorders,
including
opioid
use
disorder
(OUD).
subregions
are
divided
based
on
neuroanatomy,
each
with
unique
roles
OUD.
OUD,
dorsal
altered
processing,
formation
of
habits,
development
negative
affect
during
withdrawal.
Using
single
nuclei
RNA-sequencing,
we
identified
both
canonical
(e.g.,
dopamine
receptor
subtype)
less
abundant
cell
populations
interneurons)
human
striatum.
Pathways
related
neurodegeneration,
interferon
response,
DNA
damage
were
significantly
enriched
striatal
neurons
individuals
markers
also
elevated
opioid-exposed
rhesus
macaques.
Sex-specific
molecular
differences
glial
subtypes
associated
chronic
stress
found
particularly
female
individuals.
Together,
describe
different
types
identify
type-specific
alterations
Annual Review of Neuroscience,
Journal Year:
2023,
Volume and Issue:
46(1), P. 359 - 380
Published: April 18, 2023
Striosomes
form
neurochemically
specialized
compartments
of
the
striatum
embedded
in
a
large
matrix
made
up
modules
called
matrisomes.
Striosome-matrix
architecture
is
multiplexed
with
canonical
direct-indirect
organization
striatum.
Striosomal
functions
remain
to
be
fully
clarified,
but
key
information
emerging.
First,
striosomes
powerfully
innervate
nigral
dopamine-containing
neurons
and
can
completely
shut
down
their
activity,
following
rebound
excitation.
Second,
receive
limbic
cognition-related
corticostriatal
afferents
are
dynamically
modulated
relation
value-based
actions.
Third,
spatially
interspersed
among
matrisomes
interneurons
influenced
by
local
global
neuromodulatory
oscillatory
activities.
Fourth,
tune
engagement
motivation
perform
reinforcement
learning,
manifest
stereotypical
behaviors,
navigate
valence
conflicts
discriminations.
We
suggest
that,
at
an
algorithmic
level,
could
serve
as
distributed
scaffolds
provide
formats
striatal
computations
generated
through
development
refined
learning.
propose
that
affect
subjective
states.
By
transforming
corticothalamic
other
inputs
functional
striatum,
they
implement
state
transitions
nigro-striato-nigral
circuits
bodily
cognitive
actions
according
internal
motives
whose
compromised
neuropsychiatric
conditions.
Nature Communications,
Journal Year:
2024,
Volume and Issue:
15(1)
Published: July 22, 2024
Abstract
Deciphering
the
striatal
interneuron
diversity
is
key
to
understanding
basal
ganglia
circuit
and
untangling
complex
neurological
psychiatric
diseases
affecting
this
brain
structure.
We
performed
snRNA-seq
spatial
transcriptomics
of
postmortem
human
caudate
nucleus
putamen
samples
elucidate
abundance
populations
their
inherent
transcriptional
structure
in
dorsal
striatum.
propose
a
comprehensive
taxonomy
interneurons
with
eight
main
classes
fourteen
subclasses,
providing
full
transcriptomic
identity
expression
profile
as
well
additional
quantitative
FISH
validation
for
specific
populations.
have
also
delineated
correspondence
our
previous
standardized
classifications
shown
class
differences
between
putamen.
Notably,
based
on
functional
genes
such
ion
channels
synaptic
receptors,
we
found
matching
known
mouse
most
abundant
populations,
recently
described
PTHLH
TAC3
interneurons.
Finally,
were
able
integrate
other
published
datasets
ours,
supporting
generalizability
harmonized
taxonomy.
International Journal of Molecular Sciences,
Journal Year:
2024,
Volume and Issue:
25(7), P. 3733 - 3733
Published: March 27, 2024
-methyl-d-aspartate
receptors
(NMDARs)
are
the
main
class
of
ionotropic
for
excitatory
neurotransmitter
glutamate.
They
play
a
crucial
role
in
permeability
Ca
Cell Reports,
Journal Year:
2024,
Volume and Issue:
43(5), P. 114257 - 114257
Published: May 1, 2024
Spiny
projection
neurons
(SPNs)
of
the
striatum
are
critical
in
integrating
neurochemical
information
to
coordinate
motor
and
reward-based
behavior.
Mutations
regulatory
transcription
factors
expressed
SPNs
can
result
neurodevelopmental
disorders
(NDDs).
Paralogous
Foxp1
Foxp2,
which
both
dopamine
receptor
1
(D1)
expressing
SPNs,
known
have
variants
implicated
NDDs.
Utilizing
mice
with
a
D1-SPN-specific
loss
Foxp1,
or
combination
behavior,
electrophysiology,
cell-type-specific
genomic
analysis,
genes
results
impaired
social
behavior
as
well
increased
firing
D1-SPNs.
Differential
gene
expression
analysis
implicates
involved
autism
risk,
electrophysiological
properties,
neuronal
development
function.
Viral-mediated
re-expression
into
double
knockouts
is
sufficient
restore
behavioral
deficits.
These
data
indicate
complementary
roles
between
Foxp2
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Aug. 1, 2023
Abstract
Age
is
a
major
common
risk
factor
underlying
neurodegenerative
diseases,
including
Alzheimer’s
disease,
Parkinson’s
and
amyotrophic
lateral
sclerosis.
Previous
studies
reported
that
chronological
age
correlates
with
differential
gene
expression
across
different
brain
regions.
However,
prior
datasets
have
not
disambiguated
whether
associations
are
due
to
changes
in
cell
numbers
and/or
per
cell.
In
this
study,
we
leveraged
single
nucleus
RNA-sequencing
(snRNAseq)
examine
proportions
transcriptomes
four
regions,
each
from
12
donors
aged
20-30
years
(young)
or
60-85
(old).
We
sampled
155,192
nuclei
two
cortical
regions
(entorhinal
cortex
middle
temporal
gyrus)
subcortical
(putamen
subventricular
zone)
relevant
diseases
the
proliferative
niche.
found
no
cellular
composition
of
healthy
aging.
Surprisingly,
did
find
region
has
distinct
aging
signature,
only
minor
overlap
differentially
associated
genes
Moreover,
type
shows
age-associated
changes,
loss
protein
synthesis
inhibitory
neurons,
axonogenesis
excitatory
neurons
oligodendrocyte
precursor
cells,
enhanced
gliosis
markers
astrocytes
disease-associated
microglia,
critical
for
neuron-glia
communication.
Importantly,
type-specific
enrichments
nominated
by
disease
genome-wide
association
(GWAS),
such
as
apolipoprotein
E
(
APOE
),
leucine-rich
repeat
kinase
2
LRRK2
)
microglia
independent
overall
levels
types.
present
data
new
resource
which
highlights,
first,
region-
transcriptomic
may
contribute
selective
vulnerability
and,
second,
provide
context
testing
GWAS-nominated
subtypes
developing
more
targeted
therapeutic
strategies.
The
readily
accessible
without
requirement
extensive
computational
support
public
website,
https://brainexp-hykyffa56a-uc.a.run.app/
Graphical
*Created
using
Biorender.com
Highlights
Establishment
atlas
human
Each
exhibits
unique
aging-associated
transcriptome
signature
Gene
occur
absence
overt
categorically
types
Neurological
patterns
specific
Journal of Neuropathology & Experimental Neurology,
Journal Year:
2024,
Volume and Issue:
83(5), P. 294 - 306
Published: March 29, 2024
Abstract
Two
aspects
of
the
neuropathology
early
Huntington
disease
(HD)
are
examined.
Neurons
neostriatum
counted
to
determine
relative
loss
in
striosomes
versus
matrix
at
stages,
including
for
first
time
preclinical
cases.
An
immunohistochemical
procedure
is
described
that
tentatively
distinguishes
HD
from
mimic
disorders
postmortem
brains.
Counts
striatal
projection
neurons
(SPNs)
defined
by
calbindin
immunohistochemistry
counts
surrounding
reported
8
Vonsattel
grade
0
(including
5
premanifest),
1,
2
HD,
and
control
Mean
striosome
SPNs
were
significantly
lower
premanifest
controls,
with
than
matrix.
In
1
brains,
no
higher
SPN
observed.
Comparing
dorsal
ventral
neostriatum,
declined
more
ventral,
making
clear
importance
dorsoventral
site
tissue
selection
research
studies.
A
characteristic
pattern
expanded
polyglutamine-immunopositive
inclusions
was
seen
all
Inclusions
always
present
some
pontine
nucleus
absent
Purkinje
cells,
which
showed
obvious
cell
loss.
Brain,
Journal Year:
2023,
Volume and Issue:
146(11), P. 4532 - 4546
Published: Aug. 17, 2023
Abstract
Cortical
cell
loss
is
a
core
feature
of
Huntington’s
disease
(HD),
beginning
many
years
before
clinical
motor
diagnosis,
during
the
premanifest
stage.
However,
it
unclear
how
genetic
topography
relates
to
cortical
loss.
Here,
we
explore
biological
processes
and
types
underlying
this
relationship
validate
these
using
cell-specific
post-mortem
data.
Eighty
participants
on
average
15
from
onset
71
controls
were
included.
Using
volumetric
diffusion
MRI
extracted
HD-specific
whole
brain
maps
where
lower
grey
matter
volume
higher
mean
diffusivity,
relative
controls,
used
as
proxies
These
combined
with
gene
expression
data
Allen
Human
Brain
Atlas
(AHBA)
investigate
relating
was
positively
correlated
developmental
genes
(i.e.
greater
atrophy
increased
diffusivity)
negatively
synaptic
metabolic
that
have
been
implicated
in
neurodegeneration.
findings
consistent
for
maps.
As
wild-type
huntingtin
known
play
role
neurodevelopment,
explored
association
between
(HTT)
across
AHBA.
Co-expression
network
analyses
134
human
brains
free
neurodegenerative
disorders
also
performed.
HTT
involved
neurodevelopment
while
co-expression
revealed
associated
processes.
Expression
weighted
cell-type
enrichment
(EWCE)
which
specific
HD
associations
validated
single
nucleus
RNAseq
(snRNAseq)
brains.
The
transcriptomic
profile
preHD
enriched
astrocytes
endothelial
cells,
neuronal
microglial
cells.
Astrocyte-specific
differentially
expressed
snRNAseq
profile,
microglial-specific
profile.
Our
suggest
may
arise
dual
pathological
processes,
emerging
consequence
neurodevelopmental
changes,
at
life,
followed
by
neurodegeneration
adulthood,
targeting
areas
reduced
genes.
events
result
age-related
death
multiple
types.
Molecular Psychiatry,
Journal Year:
2024,
Volume and Issue:
29(12), P. 3950 - 3961
Published: June 15, 2024
Substance
use
disorders
(SUD)
and
drug
addiction
are
major
threats
to
public
health,
impacting
not
only
the
millions
of
individuals
struggling
with
SUD,
but
also
surrounding
families
communities.
One
seminal
challenges
in
treating
studying
human
populations
is
high
prevalence
co-morbid
conditions,
including
an
increased
risk
contracting
a
immunodeficiency
virus
(HIV)
infection.
Of
~15
million
people
who
inject
drugs
globally,
17%
persons
HIV.
Conversely,
HIV
factor
for
SUD
because
chronic
pain
syndromes,
often
encountered
HIV,
can
lead
opioid
medications
that
turn
increase
addiction.
We
hypothesize
exert
shared
effects
on
brain
cell
types,
adaptations
related
neuroplasticity,
neurodegeneration,
neuroinflammation.
Basic
research
needed
refine
our
understanding
these
affected
types
adaptations.
Studying
context
at
single-cell
level
represents
compelling
strategy
understand
reciprocal
interactions
among
both
made
feasible
by
availability
large,
extensively-phenotyped
tissue
collections
have
been
amassed
Neuro-HIV
community.
In
addition,
sophisticated
animal
models
developed
conditions
provide
means
precisely
evaluate
specific
exposures
stages
disease.
propose
genomics
uniquely
powerful
technology
characterize
brain,
integrating
data
from
cohorts
models.
formed
Single-Cell
Opioid
Responses
Context
(SCORCH)
consortium
carry
out
this
strategy.