Single-neuron
axonal
projections
reveal
the
route
map
of
neuron
output
and
provide
a
key
cue
for
understanding
how
information
flows
across
brain.
Reconstruction
single-neuron
requires
intensive
manual
operations
in
tens
terabytes
brain
imaging
data,
is
highly
time-consuming
labor-intensive.
The
main
issue
lies
need
precise
reconstruction
algorithms
to
avoid
errors,
yet
current
methods
struggle
with
densely
distributed
axons,
focusing
mainly
on
skeleton
extraction.
To
overcome
this,
we
introduce
point
assignment-based
method
that
uses
cylindrical
sets
accurately
represent
axons
minimal
flow
tree
model
suppress
snowball
effect
errors.
Our
successfully
reconstructs
hundreds
GBs
images
an
average
80%
F1-score,
while
only
less
than
40%
F1-score
reconstructions
from
few
hundred
MBs
images.
This
huge
improvement
helpful
high-throughput
mapping
projections.
Light Science & Applications,
Год журнала:
2025,
Номер
14(1)
Опубликована: Янв. 1, 2025
Abstract
In
recent
advancements
in
life
sciences,
optical
microscopy
has
played
a
crucial
role
acquiring
high-quality
three-dimensional
structural
and
functional
information.
However,
the
quality
of
3D
images
is
often
compromised
due
to
intense
scattering
effect
biological
tissues,
compounded
by
several
issues
such
as
limited
spatiotemporal
resolution,
low
signal-to-noise
ratio,
inadequate
depth
penetration,
high
phototoxicity.
Although
various
sectioning
techniques
have
been
developed
address
these
challenges,
each
method
adheres
distinct
imaging
principles
for
specific
applications.
As
result,
effective
selection
suitable
across
diverse
scenarios
become
yet
challenging.
This
paper
comprehensively
overviews
existing
guidance
under
different
scenarios.
Specifically,
we
categorize
microscope
design
based
on
spatial
relationship
between
illumination
detection
axis,
i.e.,
on-axis
off-axis.
classification
provides
unique
perspective
compare
implementation
performances
approaches.
Lastly,
integrate
selected
methods
custom-built
off-axis
system
present
future
development
techniques.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Апрель 28, 2024
Abstract
The
hippocampus
contains
many
unique
cell
types,
which
serve
the
structure’s
specialized
functions,
including
learning,
memory
and
cognition.
These
cells
have
distinct
spatial
topography,
morphology,
physiology,
connectivity,
highlighting
need
for
transcriptome-wide
profiling
strategies
that
retain
cytoarchitectural
organization.
Here,
we
generated
spatially-resolved
transcriptomics
(SRT)
single-nucleus
RNA-sequencing
(snRNA-seq)
data
from
adjacent
tissue
sections
of
anterior
human
across
ten
adult
neurotypical
donors.
We
defined
molecular
profiles
hippocampal
types
domains.
Using
non-negative
matrix
factorization
transfer
integrated
these
to
define
gene
expression
patterns
within
snRNA-seq
infer
in
SRT
data.
With
this
approach,
leveraged
existing
rodent
datasets
feature
information
on
circuit
connectivity
neural
activity
induction
make
predictions
about
axonal
projection
targets
likelihood
ensemble
recruitment
spatially-defined
cellular
populations
hippocampus.
Finally,
genome-wide
association
studies
with
transcriptomic
identify
enrichment
genetic
components
neurodevelopmental,
neuropsychiatric,
neurodegenerative
disorders
domains,
To
comprehensive
atlas
accessible
scientific
community,
both
raw
processed
are
freely
available,
through
interactive
web
applications.
Oxford University Press eBooks,
Год журнала:
2025,
Номер
unknown, С. 37 - 120
Опубликована: Янв. 1, 2025
Abstract
This
chapter
provides
an
overview
of
the
neurons
and
intrinsic
extrinsic
connections
rodent,
nonhuman
primate,
human
hippocampal
formation.
While
hippocampus
related
cortical
regions
have
many
same
excitatory
inhibitory
as
other
regions,
it
also
has
at
least
a
few
neuron
types,
like
mossy
cell,
that
do
not
occur
in
areas.
What
is
most
distinctive
about
formation
organization
its
connections,
which
are
generally,
though
exclusively,
unidirectional.
there
similarities
features
formation,
substantive
differences.
Abstract
Mapping
neural
connections
within
the
brain
has
been
a
fundamental
goal
in
neuroscience
to
understand
better
its
functions
and
changes
that
follow
aging
diseases.
Developments
imaging
technology,
such
as
microscopy
labeling
tools,
have
allowed
researchers
visualize
this
connectivity
through
high-resolution
brain-wide
imaging.
With
this,
image
processing
analysis
become
more
crucial.
However,
despite
wealth
of
images
generated,
access
an
integrated
pipeline
process
these
data
is
challenging
due
scattered
information
on
available
tools
methods.
To
map
connections,
registration
atlases
feature
extraction
segmentation
signal
detection
are
necessary.
In
review,
our
provide
updated
overview
recent
advances
image-processing
methods,
with
particular
focus
fluorescent
mouse
brain.
Our
outline
pathway
toward
tailored
for
connecto-informatics.
An
workflow
will
facilitate
researchers’
approach
mapping
complex
networks
their
underlying
functions.
By
highlighting
fluroscent
brain,
review
contribute
deeper
grasp
connecto-informatics,
paving
way
comprehension
implications.
动物学研究,
Год журнала:
2024,
Номер
45(4), С. 877 - 909
Опубликована: Янв. 1, 2024
The
tree
shrew
(Tupaia
belangeri)
has
long
been
proposed
as
a
suitable
alternative
to
non-human
primates
(NHPs)
in
biomedical
and
laboratory
research
due
its
close
evolutionary
relationship
with
primates.
In
recent
years,
significant
advances
have
facilitated
studies,
including
the
determination
of
genome,
genetic
manipulation
using
spermatogonial
stem
cells,
viral
vector-mediated
gene
delivery,
mapping
brain
atlas.
However,
limited
availability
shrews
globally
remains
substantial
challenge
field.
Additionally,
determining
key
questions
best
answered
constitutes
another
difficulty.
Tree
models
historically
used
study
hepatitis
B
virus
(HBV)
C
(HCV)
infection,
myopia,
psychosocial
stress-induced
depression,
more
studies
focusing
on
developing
animal
for
infectious
neurodegenerative
diseases.
Despite
these
efforts,
impact
not
yet
matched
that
rodent
or
NHP
research.
This
review
summarizes
prominent
advancements
reflects
biological
addressed
this
model.
We
emphasize
intensive
dedication
robust
international
collaboration
are
essential
achieving
breakthroughs
studies.
use
unique
resource
is
expected
gain
considerable
attention
application
advanced
techniques
development
viable
models,
meeting
increasing
demands
life
science
The
structurally
symmetric
mammalian
brain
hemispheres
are
interconnected
by
commissural
axons
across
the
midline.
However,
functions
of
interhemispheric
connectivity
remain
largely
unknown.
We
found
that
in
mice,
transection
anterior
commissure
(AC),
which
connects
rostroventral
forebrain,
impaired
avoidant
behaviors.
basolateral
amygdala
(BLA)
mouse
projects
to
contralateral
nucleus
accumbens
(NAc)
through
AC,
independent
its
ipsilateral
projections.
Aversive
stimuli
activated
BLA-NAc
Positive
stimuli,
however,
Selective
activation
projections
D2-positive
medium
spiny
neurons
(D2-MSNs),
reduced
NAc
dopamine
levels,
and
caused
aversion,
whereas
selective
D1-MSNs,
increased
induced
reward.
BLA-AC-NAc
pathway
is
crucial
for
encoding
negative
valence,
demonstrating
distinct
intra-
circuits
physiology.
Nature Communications,
Год журнала:
2024,
Номер
15(1)
Опубликована: Ноя. 26, 2024
We
conducted
a
large-scale
whole-brain
morphometry
study
by
analyzing
3.7
peta-voxels
of
mouse
brain
images
at
the
single-cell
resolution,
producing
one
largest
multi-morphometry
databases
mammalian
brains
to
date.
registered
204
three
major
imaging
modalities
Allen
Common
Coordinate
Framework
(CCF)
atlas,
annotated
182,497
neuronal
cell
bodies,
modeled
15,441
dendritic
microenvironments,
characterized
full
morphology
1876
neurons
along
with
their
axonal
motifs,
and
detected
2.63
million
varicosities
that
indicate
potential
synaptic
sites.
Our
analyzed
six
levels
information
related
populations,
morphology,
arborization,
varicosities,
sub-neuronal
structural
quantification
diversity
stereotypy
patterns
each
level.
This
integrative
provides
key
anatomical
descriptions
types
across
multiple
scales
features,
contributing
substantial
resource
for
understanding
in
brains.
Research Square (Research Square),
Год журнала:
2025,
Номер
unknown
Опубликована: Март 25, 2025
Abstract
The
hypothalamus
is
critical
for
regulating
behaviors
essential
survival
and
locomotion,
but
how
it
integrates
internal
needs
transmits
locomotion
commands
to
the
spinal
cord
(SC)
remains
unclear.
We
found
that
glutamatergic
neurons
in
lateral
hypothalamic
area
(LHA)
are
motivated
locomotor
activity.
Using
single-neuron
projectome
analysis,
trans-synaptic
tracing,
optogenetic
manipulation,
we
showed
LHA
facilitates
during
food
seeking
via
pontine
oral
part
(PnO)
projection
neurons,
rather
than
direct
SC
projections
or
indirect
stress
signaling
medial
septum
diagonal
band.
Activating
PnO-SC
also
initiated
locomotion.
Importantly,
LHA-PnO
were
crucial
recovery
following
mouse
injury
(SCI).
Motor
cortex
signals
gated
deep
brain
stimulation
treatment
markedly
promoted
long-term
restoration
of
hindlimb
motor
functions
after
severe
SCI.
Thus,
have
identified
a
hypothalamic-pontine-spinal
pathway
paradigm
potential
therapeutic
intervention