IEEE Transactions on Medical Imaging,
Год журнала:
2024,
Номер
43(9), С. 3343 - 3353
Опубликована: Апрель 24, 2024
Individual
brains
vary
greatly
in
morphology,
connectivity
and
organization.
Individualized
brain
parcellation
is
capable
of
precisely
localizing
subject-specific
functional
regions.
However,
most
individualization
approaches
have
examined
single
modalities
data
not
generalized
to
nonhuman
primates.
The
present
study
proposed
a
novel
multimodal
connectivity-based
individual
(MCIP)
method,
which
optimizes
within-region
homogeneity,
spatial
continuity
similarity
reference
atlas
with
the
fusion
personal
anatomical
connectivity.
Comprehensive
evaluation
demonstrated
that
MCIP
outperformed
state-of-the-art
methods
terms
predictability
cognitive
measures,
heritability,
reproducibility
generalizability
across
species.
Comparative
investigation
showed
higher
topographic
variability
humans
than
macaques.
Therefore,
provides
improved
accurate
reliable
mapping
regions
over
existing
at
an
level
species,
could
facilitate
comparative
translational
neuroscience
research.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Сен. 28, 2024
Abstract
Cortical
areas
have
traditionally
been
defined
by
their
distinctive
layer
cyto-
and/or
myelo-
architecture
using
postmortem
histology.
Recent
studies
delineated
many
measuring
overall
cortical
myelin
content
and
its
spatial
gradients
the
T1w/T2w
ratio
MRI
in
living
primates,
including
humans.
While
of
areal
transitions
might
benefit
from
profile
this
myelin-related
contrast,
a
significant
confound
is
Gibbs’
ringing
artefact,
which
produces
signal
fluctuations
resembling
layers.
Here,
we
address
these
issues
with
novel
approach
thickness-adjusted
T1w/T2w-FLAIR
imaging,
effectively
cancels
out
artefacts
while
enhancing
intra-cortical
contrast.
Whole-brain
measures
were
mapped
onto
twelve
equivolumetric
layers,
layer-specific
sharp
myeloarchitectonic
identified
resulting
putative
182
area/subarea
partition
macaque
cerebral
cortex.
The
maps
exhibit
notably
high
homology
those
humans,
suggesting
shares
similar
developmental
program
across
species.
Comparison
histological
Gallyas
stains
explains
over
80%
variance
laminar
profiles,
substantiating
validity
method.
Altogether,
our
provides
novel,
noninvasive
means
for
precision
mapping
myeloarchitecture
primate
cortex,
advancing
pioneering
work
classical
neuroanatomists.
Journal of Neuroscience,
Год журнала:
2022,
Номер
42(17), С. 3599 - 3610
Опубликована: Март 24, 2022
Brain
size
significantly
impacts
the
organization
of
white
matter
fibers.
Fiber
length
scaling,
degree
to
which
fiber
varies
according
brain
size,
was
overlooked.
We
investigated
how
lengths
within
corpus
callosum,
most
prominent
tract,
vary
size.
The
results
showed
substantial
variation
in
scaling
among
callosal
fibers,
replicated
two
large
healthy
cohorts
(∼2000
human
subjects,
including
both
sexes).
underscaled
fibers
mainly
connected
precentral
gyrus
and
parietal
cortices,
whereas
overscaled
prefrontal
cortices.
such
biologically
meaningful:
larger
corresponded
neurite
density
index
but
smaller
fractional
anisotropy
values;
cortical
regions
by
with
were
more
lateralized
functionally
as
well
phylogenetically
ontogenetically
recent
than
their
counterparts.
These
findings
highlight
an
interaction
between
interhemispheric
communication
organizational
adaptive
principles
underlying
development
evolution.
SIGNIFICANCE
STATEMENT
across
evolution,
development,
individuals.
Relative
small
brains,
neural
brains
is
inevitably
increased,
increase
may
differ
tracts.
Such
a
difference,
if
it
exists,
valuable
for
understanding
versus
during
evolution
development.
present
study
difference
that
connect
hemispheres,
cohorts.
Together,
our
demonstrates
reorganization
intrinsically
related
composition,
functional
lateralization,
myelin
content,
evolutionary
developmental
expansion.
NeuroImage,
Год журнала:
2022,
Номер
250, С. 118965 - 118965
Опубликована: Фев. 2, 2022
Localising
accurate
brain
regions
needs
careful
evaluation
in
each
experimental
species
due
to
their
individual
variability.
However,
the
function
and
connectivity
of
areas
is
commonly
studied
using
a
single-subject
cranial
landmark-based
stereotactic
atlas
animal
neuroscience.
Here,
we
address
this
issue
small
primate,
common
marmoset,
which
increasingly
widely
used
systems
We
developed
non-invasive
multi-modal
neuroimaging-based
targeting
pipeline,
accounts
for
intersubject
anatomical
variability
cortical
landmarks
marmosets.
This
methodology
allowed
creation
templates
(MarmosetRIKEN20)
including
head
CT
MR
images,
embedded
coordinate
anterior
posterior
commissures
(AC-PC)
CIFTI
grayordinates.
found
that
horizontal
plane
was
significantly
rotated
pitch
relative
AC-PC
system
(10
degrees,
frontal
downwards),
had
significant
bias
uncertainty
positioning
procedures.
also
many
(e.g.,
bregma,
intraparietal
sulcus)
vary
location
across
subjects
are
substantial
average
marmoset
area
dimensions.
Combining
pipeline
with
robot-guided
surgery
enabled
proof-of-concept
deep
structures
an
accuracy
0.2
mm.
Altogether,
our
findings
demonstrate
landmarks,
implying
subject-specific
localization
needed
precision
The
population-based
atlases
grayordinates,
created
first
time
monkeys,
should
help
bridging
between
macroscale
microscale
analyses.
Imaging Neuroscience,
Год журнала:
2024,
Номер
unknown
Опубликована: Янв. 1, 2024
Abstract
Due
to
their
fundamental
relevance,
the
number
of
anatomical
macaque
brain
templates
is
constantly
growing.
Novel
aim
alleviate
limitations
previously
published
atlases
and
offer
foundation
integrate
multiscale
multimodal
data.
Typical
existing
include
reliance
on
one
subject,
unimodality
(usually
only
T1
or
histological
images),
lack
details.
The
MEBRAINS
template
overcomes
these
by
using
a
combination
T2
images,
from
same
10
animals
(Macaca
mulatta),
which
are
averaged
multi-brain
toolbox
for
diffeomorphic
registration
segmentation.
resulting
volumetric
supplemented
with
high
quality
white
gray
matter
surfaces
built
FreeSurfer.
Human-curated
segmentations
pial
surface,
white/gray
interface
major
subcortical
nuclei
were
used
analyse
relative
template.
Additionally,
9
CT
scans
monkeys
registered
modality
co-registered
Through
its
main
features
(multi-subject,
multi-modal,
volume-and-surface,
traditional
deep
learning-based
segmentations),
aims
improve
integration
multi-modal
multi-scale
data
quantitatively
equal
to,
better
than,
currently
widely
templates.
We
provide
detailed
description
algorithms/methods
create
aiming
furnish
future
researchers
map-like
perspective
should
facilitate
identification
an
optimal
pipeline
task
they
have
at
hand.
Finally,
recently
3D
maps
inferior
parietal
lobe,
(pre)motor
prefrontal
cortex
warped
surface
template,
thus
populating
it
parcellation
scheme
based
cyto-
receptor
architectonic
analyses.
integrated
in
EBRAINS
Scalable
Brain
Atlas
web-based
infrastructures,
each
comes
own
suite
spatial
tools.
IEEE Transactions on Medical Imaging,
Год журнала:
2024,
Номер
43(9), С. 3343 - 3353
Опубликована: Апрель 24, 2024
Individual
brains
vary
greatly
in
morphology,
connectivity
and
organization.
Individualized
brain
parcellation
is
capable
of
precisely
localizing
subject-specific
functional
regions.
However,
most
individualization
approaches
have
examined
single
modalities
data
not
generalized
to
nonhuman
primates.
The
present
study
proposed
a
novel
multimodal
connectivity-based
individual
(MCIP)
method,
which
optimizes
within-region
homogeneity,
spatial
continuity
similarity
reference
atlas
with
the
fusion
personal
anatomical
connectivity.
Comprehensive
evaluation
demonstrated
that
MCIP
outperformed
state-of-the-art
methods
terms
predictability
cognitive
measures,
heritability,
reproducibility
generalizability
across
species.
Comparative
investigation
showed
higher
topographic
variability
humans
than
macaques.
Therefore,
provides
improved
accurate
reliable
mapping
regions
over
existing
at
an
level
species,
could
facilitate
comparative
translational
neuroscience
research.