Inhibitory cell type heterogeneity in a spatially structured mean-field model of V1
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2025,
Номер
unknown
Опубликована: Март 13, 2025
Inhibitory
interneurons
in
the
cortex
are
classified
into
cell
types
differing
their
morphology,
electrophysiology,
and
connectivity.
Although
it
is
known
that
parvalbumin
(PV),
somatostatin
(SST),
vasoactive
intestinal
polypeptide-expressing
neurons
(VIP),
major
inhibitory
neuron
subtypes
cortex,
have
distinct
modulatory
effects
on
excitatory
neurons,
how
heterogeneous
spatial
connectivity
properties
relate
to
network
computations
not
well
understood.
Here,
we
study
implications
of
dynamics
spatially-structured
neural
networks.
We
develop
a
mean-field
model
system
order
systematically
examine
excitation-inhibition
balance,
dynamical
stability,
cell-type
specific
gain
modulations.
The
incorporates
three
with
probabilities
recent
evidence
long-range
projections
SST
neurons.
Position-dependent
firing
rate
predictions
validated
against
simulations,
balanced
solutions
under
Gaussian
assumptions
derived
from
scaling
arguments.
Stability
analysis
shows
while
E-I
circuits
homogeneous
population
result
instability,
maintains
stability
projections.
This
suggests
mixture
short
inhibitions
may
be
key
providing
diverse
maintaining
stability.
further
find
conductance-based
synaptic
transmissions
necessary
reproduce
experimentally
observed
cell-type-specific
modulations
inhibition
by
PV
mechanisms
underlying
changes
elucidated
using
linear
response
theory.
Our
theoretical
approach
offers
insight
computational
function
distance-dependent
structure.
Язык: Английский
Distinct Roles of Somatostatin and Parvalbumin Interneurons in Regulating Predictive Actions and Emotional Responses During Trace Eyeblink Conditioning
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2025,
Номер
unknown
Опубликована: Март 24, 2025
Learning
involves
evaluating
multiple
dimensions
of
information
and
generating
appropriate
actions,
yet
how
the
brain
assigns
value
to
this
remains
unclear.
In
study,
we
show
that
two
types
interneurons
(INs)
in
primary
somatosensory
cortex-somatostatin-expressing
(SST-INs)
parvalbumin-expressing
(PV-INs)
neurons-differentially
contribute
evaluation
during
trace
eyeblink
conditioning
(TEC).
An
air
puff
(unconditioned
stimulus,
US)
delivered
after
a
whisker
stimulus
(conditioned
CS)
elicited
both
reflexive
eye
closure
stress-related
locomotion.
However,
only
self-initiated,
anticipatory
CS
window,
measured
via
electromyography
(EMG),
was
directly
relevant
learning
performance.
We
found
SST-IN
activity
changes
aligned
with
induced
blinks
period,
correlated
EMG
across
learning.
contrast,
PV-IN
positively
locomotion
following
US
showed
no
related
changes,
suggesting
role
processing
emotional
or
aversive
component
task.
Furthermore,
cholinergic
signaling
nicotinic
receptors
modulated
SST-
activities,
manner
consistent
their
distinctive
roles,
linking
these
regulation
learning-related
actions
responses,
respectively.
These
findings
demonstrate
distinct
interneuron
populations
evaluate
different
information-SST-INs
for
predictive,
adaptive
PV-INs
responses-to
guide
behavior.
Язык: Английский