Journal of Neuroscience,
Journal Year:
2022,
Volume and Issue:
42(18), P. 3836 - 3846
Published: March 31, 2022
Pupil
size
has
been
established
as
a
versatile
marker
of
noradrenergic
and
cholinergic
neuromodulation,
which
profound
effects
on
neuronal
processing,
cognition,
behavior.
However,
little
is
known
about
the
cortical
control
pupil-linked
neuromodulation.
Here,
we
show
that
pupil
dynamics
are
tightly
coupled
to
temporally,
spectrally,
spatially
specific
modulations
local
large-scale
population
activity
in
human
brain.
We
quantified
band-limited
resting
subjects
using
magnetoencephalography
investigated
how
neural
were
linked
simultaneously
recorded
dynamics.
Our
results
neuromodulation
does
not
merely
affect
stereotypical
fashion.
Instead,
identified
three
frontal,
precentral,
occipitoparietal
networks,
with
distinct
spectral
profiles
theta,
beta,
alpha
bands
temporally
preceded
followed
changes
size.
Furthermore,
found
amplitude
coupling
at
∼16
Hz
frontoparietal
network
predicted
unravel
network-specific
fingerprints
brain
likely
reflect
both
causes
SIGNIFICANCE
STATEMENT
Brain
function
constantly
affected
by
modulatory
neurotransmitters.
because
correlates
largely
unknown,
fundamental
questions
remain
unresolved.
Which
networks
neuromodulation?
Does
or
region-specific
fashion?
To
address
this,
magnetoencephalography.
highly
four
These
effect
eNeuro,
Journal Year:
2025,
Volume and Issue:
unknown, P. ENEURO.0064 - 24.2024
Published: Jan. 8, 2025
The
brain
attends
to
environmental
rhythms
by
aligning
the
phase
of
internal
oscillations.
However,
factors
underlying
fluctuations
in
strength
this
entrainment
remain
largely
unknown.
In
present
study
we
examined
whether
low-frequency
EEG
rhythmic
stimulus
sequences
varied
with
pupil
size
and
posterior
alpha-band
power,
thought
reflect
arousal
level
excitability
cortical
areas,
respectively.
We
recorded
scalp
while
participants
carried
out
an
intermodal
selective
attention
task,
which
they
were
instructed
attend
a
sequence
visual
or
auditory
stimuli
ignore
other
perceptual
modality.
As
expected,
intertrial
coherence
(ITC),
measure
strength,
was
larger
for
task-relevant
than
task-irrelevant
Across
experiment,
alpha
power
strongly
linked
each
other.
Interestingly,
ITC
tracked
both
variables:
associated
increase
sequence,
whereas
decrease
sequences.
Exploratory
analyses
showed
that
temporal
relation
between
emerged
time
periods
around
maxima
minima.
These
results
indicate
endogenous
sources
contribute
distinctly
entrainment.
Significance
statement
Fluctuations
state
powerfully
shape
perception
external
stimuli.
Understanding
physiological
signatures
is
crucial
understand
how
selectively
switches
content.
Here
studied
two
attentional
state,
pupil-linked
band,
activity
Our
reveal
common
dissociable
influences
these
at
slow
scales.
Furthermore,
measuring
including
as
covariates
statistical
models
can
help
studies
focusing
on
provides
new
evidence
direct
influence
Fluctuations
in
arousal,
controlled
by
subcortical
neuromodulatory
systems,
continuously
shape
cortical
state,
with
profound
consequences
for
information
processing.
Yet,
how
arousal
signals
influence
population
activity
detail
has
so
far
only
been
characterized
a
few
selected
brain
regions.
Traditional
accounts
conceptualize
as
homogeneous
modulator
of
neural
across
the
cerebral
cortex.
Recent
insights,
however,
point
to
higher
specificity
effects
on
different
components
and
Here,
we
provide
comprehensive
account
relationships
between
fluctuations
neuronal
human
brain.
Exploiting
established
link
pupil
size
central
performed
concurrent
magnetoencephalographic
(MEG)
pupillographic
recordings
large
number
participants,
pooled
three
laboratories.
We
found
cascade
relative
peak
timing
spontaneous
dilations:
Decreases
low-frequency
(2–8
Hz)
temporal
lateral
frontal
cortex,
followed
increased
high-frequency
(>64
mid-frontal
regions,
monotonic
inverted
U
intermediate
frequency-range
(8–32
occipito-parietal
Pupil-linked
also
coincided
widespread
changes
structure
aperiodic
component
activity,
indicative
excitation-inhibition
balance
underlying
microcircuits.
Our
results
novel
basis
studying
modulation
cognitive
computations
circuits.
Neuromodulatory
nuclei
that
are
part
of
the
ascending
arousal
system
(AAS)
play
a
crucial
role
in
regulating
cortical
state
and
optimizing
task
performance.
Pupil
diameter,
under
constant
luminance
conditions,
is
increasingly
used
as
an
index
activity
these
AAS
nuclei.
Indeed,
task-based
functional
imaging
studies
humans
have
begun
to
provide
evidence
stimulus-driven
pupil-AAS
coupling.
However,
whether
there
such
tight
coupling
during
rest
not
clear.
To
address
this
question,
we
examined
simultaneously
acquired
resting-state
fMRI
pupil-size
data
from
74
participants,
focusing
on
six
nuclei:
locus
coeruleus,
ventral
tegmental
area,
substantia
nigra,
dorsal
median
raphe
nuclei,
cholinergic
basal
forebrain.
Activation
all
was
optimally
correlated
with
pupil
size
at
0-2
s
lags,
suggesting
spontaneous
changes
were
almost
immediately
followed
by
corresponding
BOLD-signal
AAS.
These
results
suggest
occur
states
can
be
noninvasive
general
Importantly,
nature
appears
vastly
different
relatively
slow
canonical
hemodynamic
response
function
has
been
characterize
task-related
Nature Communications,
Journal Year:
2025,
Volume and Issue:
16(1)
Published: Feb. 28, 2025
Abstract
Recent
animal
research
has
revealed
the
intricate
dynamics
of
arousal
levels
that
are
important
for
maintaining
proper
sleep
resilience
and
memory
consolidation.
In
humans,
changes
in
level
believed
to
be
a
determining
characteristic
healthy
pathological
but
tracking
fluctuations
been
methodologically
challenging.
Here
we
measured
pupil
size,
an
established
indicator
levels,
by
safely
taping
right
eye
open
during
overnight
tested
whether
size
affects
cortical
response
auditory
stimulation.
We
show
change
as
function
events
across
different
temporal
scales.
particular,
our
results
inversely
related
occurrence
spindle
clusters,
marker
resilience.
Additionally,
found
prior
stimulation
influence
evoked
response,
most
notably
delta
power,
several
restorative
regenerative
functions
sleep.
Recording
provides
insights
into
interplay
between
oscillations.
Proceedings of the National Academy of Sciences,
Journal Year:
2023,
Volume and Issue:
120(20)
Published: May 8, 2023
Reliable,
noninvasive
biomarkers
that
reveal
the
internal
state
of
a
subject
are
an
invaluable
tool
for
neurological
diagnoses.
Small
fixational
eye
movements,
called
microsaccades,
candidate
biomarker
thought
to
reflect
subject's
focus
attention
[Z.
M.
Hafed,
J.
Clark,
VisionRes.42,
2533-2545
(2002);
R.
Engbert,
Kliegl,
VisionRes.43,
1035-1045
(2003)].
The
linkage
between
direction
microsaccades
and
has
mainly
been
demonstrated
using
explicit
unambiguous
attentional
cues.
However,
natural
world
is
seldom
predictable
rarely
provides
information.
Thus,
useful
must
be
robust
such
changes
in
environmental
statistics.
To
determine
how
well
visual-spatial
across
behavioral
contexts,
we
analyzed
these
movements
monkeys
performing
conventional
change
detection
task.
task
included
two
stimulus
locations
variable
cue
validities
blocks
trials.
Subjects
were
adept
at
task,
showing
precise
graded
modulations
visual
subtle
target
better
faster
when
was
more
reliable
[J.
P.
Mayo,
H.
Maunsell,
Neurosci.
36,
5353
(2016)].
over
tens
thousands
found
no
difference
microsaccade
cued
variability
high
nor
hit
miss
Instead,
made
toward
midpoint
locations,
not
individual
targets.
Our
results
suggest
should
interpreted
with
caution
may
measure
covert
spatial
complex
viewing
conditions.
Journal of Neuroscience,
Journal Year:
2024,
Volume and Issue:
44(19), P. e1944232024 - e1944232024
Published: March 28, 2024
Perception
is
a
probabilistic
process
dependent
on
external
stimulus
properties
and
one's
internal
state.
However,
which
states
influence
perception
via
what
mechanisms
remain
debated.
We
studied
how
spontaneous
alpha-band
activity
(8–13
Hz)
pupil
fluctuations
impact
visual
detection
confidence
across
contrast
levels
(i.e.,
the
response
function,
CRF).
In
human
subjects
of
both
sexes,
we
found
that
low
prestimulus
alpha
power
induced
an
“additive”
shift
in
CRF,
whereby
stimuli
were
reported
present
more
frequently
at
all
levels,
including
zero
false
alarms).
Conversely,
size
had
“multiplicative”
effect
such
occurring
during
large
(putatively
corresponding
to
higher
arousal)
perceived
as
increased.
Signal
modeling
reveals
changes
criteria
equally
CRF
but
not
sensitivity
(
d
′),
whereas
pupil-linked
arousal
modulated
sensitivity,
particularly
for
contrasts.
Interestingly,
positively
correlated,
meaning
some
may
be
mediated
by
fluctuations.
pupil-independent
still
additive
criterion
effect.
Our
data
imply
boosts
factor,
rather
than
multiplicative
scaling
responses,
profile
captures
arousal.
suggest
have
dissociable
effects
behavior.
Alpha
reflects
baseline
level
excitability,
can
vary
independent
Journal of Neural Engineering,
Journal Year:
2023,
Volume and Issue:
20(2), P. 026007 - 026007
Published: Feb. 22, 2023
Objective.The
human
brain
tracks
the
temporal
envelope
of
speech,
which
contains
essential
cues
for
speech
understanding.
Linear
models
are
most
common
tool
to
study
neural
tracking.
However,
information
on
how
is
processed
can
be
lost
since
nonlinear
relations
precluded.
Analysis
based
mutual
(MI),
other
hand,
detect
both
linear
and
gradually
becoming
more
popular
in
field
Yet,
several
different
approaches
calculating
MI
applied
with
no
consensus
approach
use.
Furthermore,
added
value
techniques
remains
a
subject
debate
field.
The
present
paper
aims
resolve
these
open
questions.Approach.We
analyzed
electroencephalography
(EEG)
data
participants
listening
continuous
analyses
models.Main
results.Comparing
approaches,
we
conclude
that
results
reliable
robust
using
Gaussian
copula
approach,
first
transforms
standard
Gaussians.
With
this
analysis
valid
technique
studying
Like
models,
it
allows
spatial
interpretations
processing,
peak
latency
analyses,
applications
multiple
EEG
channels
combined.
In
final
analysis,
tested
whether
components
were
response
by
removing
all
data.
We
robustly
detected
single-subject
level
analysis.Significance.We
demonstrate
processes
way.
Unlike
detects
such
relations,
proving
its
addition,
retains
characteristics
an
advantage
when
complex
(nonlinear)
deep
networks.