Scientific Reports,
Journal Year:
2023,
Volume and Issue:
13(1)
Published: Sept. 21, 2023
Abstract
Large-scale
brain
networks
reveal
structural
connections
as
well
functional
synchronization
between
distinct
regions
of
the
brain.
The
latter,
referred
to
connectivity
(FC),
can
be
derived
from
neuroimaging
techniques
such
magnetic
resonance
imaging
(fMRI).
FC
studies
have
shown
that
are
severely
disrupted
by
stroke.
However,
since
data
usually
large
and
high-dimensional,
extracting
clinically
useful
information
this
vast
amount
is
still
a
great
challenge,
our
understanding
consequences
stroke
remains
limited.
Here,
we
propose
dimensionality
reduction
approach
simplify
analysis
complex
neural
data.
By
using
autoencoders,
find
low-dimensional
representation
encoding
fMRI
which
preserves
typical
anomalies
known
present
in
patients.
employing
latent
representations
emerging
enhanced
patients’
diagnostics
severity
classification.
Furthermore,
showed
how
increased
accuracy
recovery
prediction.
Circulation Research,
Journal Year:
2022,
Volume and Issue:
130(8), P. 1252 - 1271
Published: April 14, 2022
Poststroke
cognitive
impairment
and
dementia
(PSCID)
is
a
major
source
of
morbidity
mortality
after
stroke
worldwide.
PSCID
occurs
as
consequence
ischemic
stroke,
intracerebral
hemorrhage,
or
subarachnoid
hemorrhage.
Cognitive
manifesting
clinical
categorized
vascular
even
in
people
with
comorbid
neurodegenerative
pathology,
which
common
elderly
individuals
can
contribute
to
the
expression
PSCID.
Manifestations
cerebral
small
vessel
disease,
such
covert
brain
infarcts,
white
matter
lesions,
microbleeds,
cortical
microinfarcts,
are
also
patients
likewise
outcomes.
Although
studies
historically
varied
approach
timing
methods
diagnosis,
most
them
demonstrate
that
older
age,
lower
educational
status,
socioeconomic
disparities,
premorbid
functional
decline,
life-course
exposure
risk
factors,
history
prior
increase
Stroke
characteristics,
particular
severity,
lesion
volume,
location,
multiplicity
recurrence,
influence
risk.
Understanding
complex
interaction
between
an
acute
event
preexisting
pathology
remains
priority
will
be
critical
for
developing
strategies
personalized
prediction,
prevention,
targeted
interventions,
rehabilitation.
Current
challenges
field
relate
lack
harmonization
definition
classification
PSCID,
approaches
neurocognitive
assessment,
duration
follow-up
stroke.
However,
evolving
knowledge
on
pathophysiology,
neuroimaging,
biomarkers
offers
potential
applications
may
inform
trials.
Preventing
cornerstone
any
strategy
achieve
optimal
health.
We
summarize
recent
developments
discuss
future
directions
closing
call
action
systematically
include
outcome
assessment
into
poststroke
outcome.
Nature Medicine,
Journal Year:
2022,
Volume and Issue:
28(6), P. 1249 - 1255
Published: June 1, 2022
Abstract
Drug
addiction
is
a
public
health
crisis
for
which
new
treatments
are
urgently
needed.
In
rare
cases,
regional
brain
damage
can
lead
to
remission.
These
cases
may
be
used
identify
therapeutic
targets
neuromodulation.
We
analyzed
two
cohorts
of
patients
addicted
smoking
at
the
time
focal
(cohort
1
n
=
67;
cohort
2
62).
Lesion
locations
were
mapped
atlas
and
network
functionally
connected
each
lesion
location
was
computed
using
human
connectome
data
(
1,000).
Associations
with
remission
identified.
Generalizability
assessed
an
independent
alcohol
risk
scores
186).
Specificity
through
comparison
37
other
neuropsychological
variables.
Lesions
disrupting
occurred
in
many
different
but
characterized
by
specific
pattern
connectivity.
This
involved
positive
connectivity
dorsal
cingulate,
lateral
prefrontal
cortex,
insula
negative
medial
temporal
cortex.
circuit
reproducible
across
cohorts,
associated
reduced
risk,
metrics.
Hubs
that
best
matched
profile
paracingulate
gyrus,
left
frontal
operculum,
fronto-polar
conclude
lesions
map
hubs
this
provide
testable
NeuroImage,
Journal Year:
2023,
Volume and Issue:
268, P. 119862 - 119862
Published: Jan. 5, 2023
Following
its
introduction
in
2014
and
with
support
of
a
broad
international
community,
the
open-source
toolbox
Lead-DBS
has
evolved
into
comprehensive
neuroimaging
platform
dedicated
to
localizing,
reconstructing,
visualizing
electrodes
implanted
human
brain,
context
deep
brain
stimulation
(DBS)
epilepsy
monitoring.
Expanding
clinical
indications
for
DBS,
increasing
availability
related
research
tools,
growing
community
clinician-scientist
researchers,
however,
have
led
an
ongoing
need
maintain,
update,
standardize
codebase
Lead-DBS.
Major
development
efforts
recent
years
now
yielded
end-to-end
solution
DBS-based
analysis
allowing
image
preprocessing,
lead
localization,
volume
modeling,
statistical
within
single
tool.
The
aim
present
manuscript
is
introduce
fundamental
additions
pipeline
including
deformation
warpfield
editor
novel
algorithms
electrode
localization.
Furthermore,
we
total
three
tools
map
DBS
effects
local,
tract-
network-levels.
These
updates
are
demonstrated
using
patient
example
(for
subject-level
analysis),
as
well
retrospective
cohort
51
Parkinson's
disease
patients
who
underwent
subthalamic
nucleus
group-level
analysis).
Their
applicability
further
by
comparing
various
methodological
choices
amount
explained
variance
outcomes
across
streams.
Finally,
based
on
folder
file
naming
specifications
groups
neuroscience,
imaging
data
structure
(BIDS)
derivative
standard
Thus,
this
multi-institutional
collaborative
effort
represents
important
stage
evolution
comprehensive,
connectomics.
Brain,
Journal Year:
2023,
Volume and Issue:
146(5), P. 1963 - 1978
Published: March 16, 2023
Abstract
Stroke
significantly
impacts
the
quality
of
life.
However,
long-term
cognitive
evolution
in
stroke
is
poorly
predictable
at
individual
level.
There
an
urgent
need
to
better
predict
symptoms
based
on
acute
clinical
neuroimaging
data.
Previous
works
have
demonstrated
a
strong
relationship
between
location
white
matter
disconnections
and
symptoms.
rendering
entire
space
possible
disconnection-deficit
associations
optimally
surveyable
will
allow
for
systematic
association
brain
cognitive-behavioural
measures
Here
we
present
most
comprehensive
framework,
composite
morphospace
(disconnectome)
neuropsychological
scores
1
year
after
stroke.
Linking
latent
disconnectome
outcomes
yields
biological
insights
that
are
available
as
first
atlas
disconnectome-deficit
relations
across
86
scores—a
Neuropsychological
White
Matter
Atlas.
Our
novel
predictive
Disconnectome
Symptoms
Discoverer,
achieved
predictivity
performances
than
six
other
models,
including
functional
disconnection,
lesion
topology
volume
modelling.
Out-of-sample
prediction
derived
from
this
presented
mean
absolute
error
below
20%
allowed
personalize
predictions.
Prediction
external
cohort
R2
=
0.201
semantic
fluency.
In
addition,
training
testing
were
replicated
two
cohorts
achieving
0.18
visuospatial
performance.
This
framework
interactive
web
application
(http://disconnectomestudio.bcblab.com)
provide
foundations
new
practical
approach
modelling
cognition
We
hope
our
help
reduce
burden
deficits
patients,
their
families
wider
society
while
also
helping
tailor
future
personalized
treatment
programmes
discover
targets
treatments.
expect
framework’s
range
assessments
power
increase
even
further
through
crowdsourcing.
British Journal of Pharmacology,
Journal Year:
2022,
Volume and Issue:
180(3), P. 308 - 329
Published: Sept. 27, 2022
Background
and
Purpose
Astrocytic
nuclear
factor
erythroid‐derived
2‐related
2
(Nrf2)
is
a
potential
therapeutic
target
of
ischaemic
preconditioning
(IPC).
Icariside
II
(ICS
II)
naturally
occurring
flavonoid
derived
from
Herba
Epimedii
with
Nrf2
induction
potency.
This
study
was
designed
to
clarify
if
exposure
ICS
mimicks
IPC
neuroprotection
astrocytes
contributes
against
stroke.
Experimental
Approach
Mice
transient
middle
cerebral
artery
occlusion
(MCAO)‐induced
focal
ischaemia
primary
challenged
oxygen–glucose
deprivation
(OGD)
were
used
explore
the
neuroprotective
effect
preconditioning.
Additionally,
Nrf2‐deficient
mice
pretreated
determine
whether
exerts
its
by
activating
Nrf2.
Key
Results
pretreatment
mitigated
injury
in
mouse
model
stroke
along
improving
long‐term
recovery.
Furthermore,
proteomics
screening
identified
as
crucial
gene
evoked
treatment
required
for
anti‐oxidative
anti‐inflammatory
II.
Also,
directly
bound
reinforced
transcriptional
activity
after
MCAO.
Moreover,
exerted
cytoprotective
effects
on
astrocyte
cultures
following
lethal
OGD
exposure,
promoting
translocation
OXPHOS/NF‐κB/ferroptosis
axis,
while
decreased
siRNA
blocked
Conclusion
Implications
provides
robust
via
astrocytic
Nrf2‐mediated
axis.
Thus,
could
be
promising
activator
treat
Current Opinion in Neurology,
Journal Year:
2022,
Volume and Issue:
35(4), P. 453 - 459
Published: July 5, 2022
Focal
lesions
causing
specific
neurological
or
psychiatric
symptoms
can
occur
in
multiple
different
brain
locations,
complicating
symptom
localization.
Here,
we
review
lesion
network
mapping,
a
technique
used
to
aid
localization
by
mapping
lesion-induced
circuits
rather
than
individual
regions.
We
highlight
recent
examples
of
how
this
is
being
investigate
clinical
entities
and
identify
therapeutic
targets.To
date,
has
successfully
been
applied
more
40
complexes.
In
each
case,
locations
were
combined
with
an
atlas
human
connections
(the
connectome)
map
heterogeneous
the
same
common
circuit.
This
approach
lent
insight
into
that
have
difficult
localize
using
other
techniques,
such
as
hallucinations,
tics,
blindsight,
pathological
laughter
crying.
Further,
recently
improve
symptoms,
tremor
addiction,
which
may
translate
new
targets.Lesion
be
single
Recent
findings
provided
long-standing
mysteries
identified
testable
treatment
targets
for
circuit-based
symptom-based
neuromodulation.
Annals of Neurology,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 10, 2025
Dystonia
is
a
movement
disorder
defined
by
involuntary
muscle
contractions
leading
to
abnormal
postures
or
twisting
and
repetitive
movements.
Classically
dystonia
has
been
thought
of
as
the
basal
ganglia,
but
newer
results
in
idiopathic
lesion-induced
adults
point
broader
motor
network
dysfunction
spanning
cerebellum,
premotor
cortex,
sensorimotor,
frontoparietal
regions.
It
unclear
whether
similar
shared
between
different
etiologies
pediatric
dystonia.
Three
cohorts
patients
with
were
identified.
The
lesion
included
hypoxia,
kernicterus,
stroke
versus
comparison
subjects
acquired
lesions
not
associated
Multivariate
lesion-symptom
mapping
used
evaluate
anatomy
networks
showed
that
putamen
globus
pallidus
(r
=
0.41,
p
<
0.001).
Lesion
using
normative
connectome
data
from
healthy
children
demonstrated
these
regional
findings
occurred
within
common
brain-wide
involves
anterior
medial
cortical
regions
overlap
cingulo-opercular
action-mode
somato-cognitive-action
networks.
We
interpret
novel
evidence
for
unified
brain
network,
which
implicated
coordination
movement.
Elucidation
this
gives
insight
into
functional
origins
provides
targets
investigate
therapeutic
intervention.
ANN
NEUROL
2025.
Brain,
Journal Year:
2022,
Volume and Issue:
146(4), P. 1672 - 1685
Published: Oct. 1, 2022
Understanding
neural
circuits
that
support
mood
is
a
central
goal
of
affective
neuroscience,
and
improved
understanding
the
anatomy
could
inform
more
targeted
interventions
in
disorders.
Lesion
studies
provide
method
inferring
anatomical
sites
causally
related
to
specific
functions,
including
mood.
Here,
we
performed
large-scale
study
evaluating
location
acquired,
focal
brain
lesions
relation
symptoms
depression.
Five
hundred
twenty-six
individuals
participated
across
two
(356
male,
average
age
52.4
±
14.5
years).
Each
subject
had
lesion
identified
on
structural
imaging
an
assessment
depression
using
Beck
Depression
Inventory-II,
both
obtained
chronic
period
post-lesion
(>3
months).
Multivariate
lesion-symptom
mapping
was
identify
associated
with
higher
or
lower
symptom
burden,
which
refer
as
'risk'
versus
'resilience'
regions.
The
networks
white
matter
tracts
peak
regional
findings
were
functional
network
mapping,
respectively.
Lesion-symptom
regions
significantly
severity
(r
=
0.11;
P
0.01).
Peak
include
bilateral
anterior
insula,
dorsolateral
prefrontal
cortex
left
dorsomedial
cortex.
Functional
demonstrated
these
localized
nodes
salience
network.
right
orbitofrontal
cortex,
medial
inferolateral
temporal
default
mode
Structural
implicated
dorsal
ventral
tracts,
although
did
not
survive
correction
for
multiple
comparisons.
Taken
together,
results
demonstrate
are
greater
risk
resiliency
setting
lesions.