Understanding
the
function
of
sleep
requires
studying
dynamics
brain
activity
across
whole-night
and
their
transitions.
However,
current
gold
standard
polysomnography
(PSG)
has
limited
spatial
resolution
to
track
activity.
Additionally,
previous
fMRI
studies
were
too
short
capture
full
stages
cycling.
To
study
whole-brain
transitions
sleep,
we
used
an
unsupervised
learning
approach,
Hidden
Markov
model
(HMM),
on
two-night,
16-hour
recordings
12
non-sleep-deprived
participants
who
reached
all
PSG-based
stages.
This
method
identified
21
recurring
states
transition
probabilities,
beyond
PSG-defined
The
HMM
trained
one
night
accurately
predicted
other,
demonstrating
unprecedented
reproducibility.
We
also
found
functionally
relevant
subdivisions
within
rapid
eye
movement
(REM)
non-REM
2
provides
new
insights
into
during
aiding
our
understanding
disorders
that
impact
Journal of Sleep Research,
Journal Year:
2023,
Volume and Issue:
32(6)
Published: Sept. 7, 2023
Summary
So‐called
‘sleep
misperception’
refers
to
a
phenomenon
in
which
individuals
have
the
impression
of
sleeping
little
or
not
at
all
despite
normal
objective
measures
sleep.
It
is
unknown
whether
this
subjective–objective
mismatch
truly
reflects
an
abnormal
perception
sleep,
it
results
from
inability
standard
sleep
recording
techniques
capture
‘wake‐like’
brain
activity
patterns
that
could
account
for
feeling
awake
during
Here,
we
systematically
reviewed
studies
reporting
macro‐
and
microstructural,
metabolic,
mental
correlates
(mis)perception.
Our
findings
suggest
most
tend
accurately
estimate
their
duration
measured
with
polysomnography
(PSG).
In
good
sleepers,
rule
onset,
remains
frequent
first
non‐rapid
eye
movement
cycle
almost
never
occurs
rapid
(REM)
contrast,
there
are
patients
insomnia
who
consistently
underestimate
duration,
regardless
how
long
they
Unlike
continue
feel
after
importantly,
REM
Their
also
more
thought‐like.
Initial
based
on
PSG
parameters
largely
failed
show
consistent
differences
macrostructure
between
these
controls.
However,
recent
assessing
refined
revealed
metabolic
microstructural
electroencephalography
changes
likely
reflect
shift
towards
greater
cortical
activation
correlate
awake.
We
discuss
significance
conclude
open
questions
possible
ways
address
them.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: July 21, 2023
Abstract
Recent
animal
research
has
revealed
the
intricate
dynamics
of
arousal
levels
that
are
potentially
crucial
for
maintaining
proper
sleep
resilience
and
memory
consolidation.
Also
in
humans,
changes
level
believed
to
be
a
determining
characteristic
healthy
pathological
but
tracking
fluctuations
been
methodologically
challenging.
Here
we
measured
pupil
size,
an
established
indicator
levels,
during
overnight
tested
whether
affects
cortical
response
auditory
stimulation.
We
show
size
change
as
function
macrostructure
microstructural
events.
In
particular,
is
inversely
related
occurrence
spindle
clusters,
marker
resilience.
Additionally,
prior
stimulation
influences
evoked
response,
most
notably
delta
power,
several
restorative
regenerative
functions
sleep.
Recording
provides
novel
insights
into
interplay
between
oscillations,
opening
new
avenues
future
clinical
applications
diagnosing
treating
associated
with
abnormal
levels.
Rapid
eye
movement
sleep
(REMs)
is
characterized
by
activated
electroencephalogram
(EEG)
and
muscle
atonia,
accompanied
vivid
dreams.
REMs
homeostatically
regulated,
ensuring
that
any
loss
of
compensated
a
subsequent
increase
in
its
amount.
However,
the
neural
mechanisms
underlying
homeostatic
control
are
largely
unknown.
Here,
we
show
GABAergic
neurons
preoptic
area
hypothalamus
projecting
to
tuberomammillary
nucleus
(POA
GAD2
→TMN
neurons)
crucial
for
regulation
mice.
POA
most
active
during
REMs,
inhibiting
them
specifically
decreases
REMs.
restriction
leads
an
increased
number
amplitude
calcium
transients
neurons,
reflecting
accumulation
pressure.
Inhibiting
blocked
rebound
Our
findings
reveal
hypothalamic
circuit
whose
activity
mirrors
buildup
pressure
required
ensuing
Sleep
cycles
are
defined
as
episodes
of
non-rapid
eye
movement
(non-REM)
sleep
followed
by
an
episode
REM
sleep.
Fractal
or
aperiodic
neural
activity
is
a
well-established
marker
arousal
and
stages
measured
using
electroencephalography.
We
introduce
new
concept
‘fractal
cycles’
sleep,
time
interval
during
which
series
fractal
descend
to
their
local
minimum
ascend
the
next
maximum.
assess
correlations
between
classical
(i.e.
non-REM
–
REM)
cycle
durations
study
with
skipped
The
sample
comprised
205
healthy
adults,
21
children
adolescents
111
patients
depression.
found
that
(89±34
vs
90±25
min)
correlated
positively
(
r
=0.5,
p<0.001).
Children
had
shorter
than
young
adults
(76±34
94±32
min).
algorithm
detected
in
91–98%
cases.
Medicated
depression
showed
longer
compared
unmedicated
state
(107±51
92±38
age-matched
controls
(104±49
88±31
In
conclusion,
objective,
quantifiable,
continuous
biologically
plausible
way
display
its
cycles.
Synchronous
neuronal
activity
is
organized
into
oscillations
with
various
frequency
and
time
domains
across
different
brain
areas
states.
For
example,
hippocampal
theta,
gamma
sharp
wave
are
critical
for
memory
formation
communication
between
subareas
the
cortex.
In
this
study,
we
investigated
of
dentate
gyrus
(DG)
optical
imaging
tools
during
sleep-wake
cycles.
We
found
that
major
glutamatergic
cell
populations
in
DG
infraslow
(0.01
–
0.03
Hz)
NREM
sleep.
Although
considered
a
sparsely
active
network
wakefulness,
50%
granule
cells
about
25%
mossy
exhibit
increased
Further
experiments
revealed
oscillation
was
correlated
rhythmic
serotonin
release
sleep,
which
oscillates
at
same
but
an
opposite
phase.
Genetic
manipulation
5-HT
receptors
neuromodulatory
regulation
mediated
by
5-HT1a
knockdown
these
leads
to
impairment.
Together,
our
results
provide
novel
mechanistic
insights
how
system
can
influence
patterns
Journal of Neuroscience,
Journal Year:
2024,
Volume and Issue:
44(40), P. e1277242024 - e1277242024
Published: Oct. 2, 2024
Neuromodulators
act
on
multiple
timescales
to
affect
neuronal
activity
and
behavior.
They
function
as
synaptic
fine-tuners
master
coordinators
of
across
distant
brain
regions
body
organs.
While
much
research
neuromodulation
has
focused
roles
in
promoting
features
wakefulness
transitions
between
sleep
wake
states,
the
precise
dynamics
functions
neuromodulatory
signaling
during
have
received
less
attention.
This
review
discusses
presented
at
our
minisymposium
2024
Society
for
Neuroscience
meeting,
highlighting
how
norepinephrine,
dopamine,
acetylcholine
orchestrate
oscillatory
activity,
control
architecture
microarchitecture,
regulate
responsiveness
sensory
stimuli,
facilitate
memory
consolidation.
The
potential
each
neuromodulator
influence
is
shaped
by
state
milieu,
which
turn
influenced
organismal
or
systemic
state.
Investigating
effects
release
different
substates
environments
offers
unique
opportunities
deepen
understanding
explore
distinct
computational
that
arise
sleep.
Moreover,
since
alterations
are
implicated
various
neuropsychiatric
disorders
because
existing
pharmacological
treatments
signaling,
gaining
a
deeper
less-studied
aspects
neuromodulators
high
importance.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 6, 2025
Abstract
Objective
Parkinson’s
disease
(PD)
is
one
of
the
rare
diseases
for
which
sleep
alteration
a
true
marker
outcome.
Yet,
how
association
between
and
PD
emerges
over
healthy
lifetime
not
established.
We
examined
polygenic
risk
score
(PRS)
variability
in
electrophysiology
Rapid
Eye
Movement
(REM)
345
younger
(18-31y)
85
older
(50-69y)
individuals.
Methods
In
this
prospective
cross-sectional
study,
in-lab
EEG
recordings
were
recorded
to
extract
REM
metrics.
PRS
was
computed
using
SBayesR
approach.
Results
Generalized
Additive
Model
Location,
Scale
Shape
(GAMLSS)
analysis
showed
significant
duration
(
p
corr
=0.002)
theta
energy
=0.0002
)
with
interaction
age
group.
sub-sample,
positively
associated
PRS.
contrast,
same
associations
negative
(though
only
qualitatively
energy)
may
differ
men
women.
Interpretation
early
adulthood,
2
5
decades
prior
typical
symptoms
onset.
The
switches
from
positive
individuals,
presumably
free
alpha-synuclein,
possibly
because
progressive
presence
alpha-synuclein
aggregates
or
repeated
increased
oxidative
metabolism
imposed
by
sleep.
Our
findings
unravel
core
contribute
novel
intervention
targets
prevent
delay
PD.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 6, 2025
Abstract
Sleep
onset
is
characterized
by
a
departure
from
arousal,
and
can
be
separated
into
well-differentiated
stages:
NREM
(which
encompasses
three
substages:
N1,
N2
N3)
REM
(Rapid
Eye
Movement).
Awake
brain
dynamics
are
maintained
various
wake-promoting
mechanisms,
particularly
the
neuromodulators
Acetylcholine
(ACh)
Noradrenaline
(NA),
whose
levels
naturally
decrease
during
transition
to
sleep.
The
combined
influence
of
these
neurotransmitters
on
connectivity
sleep
remains
unclear,
as
previous
models
have
examined
them
mostly
in
isolation
or
only
deep
In
this
study,
we
employ
Whole
Brain
model
investigate
how
changes
neurochemistry
sleep,
specifically
involving
ACh
NA,
affect
Functional
Connectivity
(FC)
brain.
Using
Wilson-Cowan
whole
informed
an
empirical
connectome
heterogeneous
receptivity
map
neuromodulators,
explore
dynamics.
Initial
FC
analysis
reveals
distinct
changes:
Locus
Coeruleus
(LC)
with
cortex
N3,
Basal
Forebrain
(BF)
N3.
Additionally,
compared
Wakefulness
(W),
there
more
integrated
state
N1
segregated
We
adjust
coupling
input-output
slope
for
based
BF
LC
priors,
show
that
region-specific
neurotransmitter
distribution
key
explaining
their
effects
FC.
This
work
enhances
our
understanding
neurotransmitters’
roles
modulating
stages
significant
contribution
transitions
between
different
states
consciousness,
both
health
disease.
Journal of Sleep Research,
Journal Year:
2024,
Volume and Issue:
33(5)
Published: Jan. 10, 2024
Summary
The
association
between
sleep
and
pain
has
been
investigated
widely.
However,
inconsistent
results
from
animal
studies
compared
with
human
data
show
the
need
for
a
validated
model
in
sleep–pain
field.
Our
study
aims
to
validate
common
neuropathic
models
as
tool
evaluating
association.
Electrodes
electroencephalogram
(EEG)
electromyogram
(EMG)
were
surgically
implanted
measure
sleep.
von
Frey
test
was
used
sensitivity.
Following
baseline
acquisition,
two
pain‐modelling
procedures
performed:
sciatic
nerve
crush
injury
(SCI)
peroneal
ligation
(CPL).
Post‐injury
measurements
performed
on
days
1,
5,
10,
15
post‐surgery.
presented
decreased
paw
withdrawal
thresholds
reduced
NREM
duration
both
first
post‐surgery
day.
In
SCI
model,
negatively
correlated
(
p
=
0.0466),
but
not
CPL
model.
Wake
alpha
theta
EEG
powers
also
threshold.
confirm
that
shows
disturbed
patterns
associated
increased
sensitivity,
suggesting
it
is
reliable
investigating
disturbances
pain.