Analysis
of
resting
state
fMRI
(rs-fMRI)
typically
excludes
images
substantially
degraded
by
subject
motion.
However,
data
quality,
including
degree
motion,
relates
to
a
broad
set
participant
characteristics,
particularly
in
pediatric
neuroimaging
(Cosgrove
et
al.,
2022;
Gard
2023;
Power
2012).
Consequently,
when
planning
quality
control
(QC)
procedures
researchers
must
balance
concerns
against
the
possibility
biasing
results
eliminating
data.
In
order
explore
how
researcher
QC
decisions
might
bias
rs-fMRI
findings
and
inform
future
research
design,
we
investigated
spectrum
characteristics
Adolescent
Brain
Cognitive
Development
(ABCD)
study
were
related
inclusion/exclusion
across
versions
dataset
(the
ABCD
Community
Collection
Release
4)
choices
(specifically,
motion
scrubbing
thresholds).
Across
all
these
conditions,
found
that
odds
participant’s
exclusion
behavioral,
demographic,
health-related
variables,
with
consequence
analyses
using
variables
are
likely
produce
biased
results.
recommend
missing
be
formally
accounted
for
analyzing
interpreting
Our
demonstrate
urgent
need
better
acquisition
analysis
techniques
which
minimize
impact
on
quality.
Additionally,
strongly
detailed
information
about
open
datasets
such
as
ABCD.
Translational Psychiatry,
Год журнала:
2024,
Номер
14(1)
Опубликована: Авг. 24, 2024
Abstract
The
Hierarchical
Taxonomy
of
Psychopathology
(HiTOP)
arranges
phenotypes
mental
disorders
based
on
empirical
covariation,
ranging
from
narrowly
defined
symptoms
to
higher-order
spectra
psychopathology.
Since
the
introduction
personality
functioning
(PF)
in
DSM-5
and
ICD-11,
several
studies
have
identified
PF
as
a
predictor
transdiagnostic
aspects
However,
role
HiTOP
classification
system
has
not
been
systematically
examined.
This
study
investigates
how
can
be
integrated
into
HiTOP,
whether
accounts
for
variance
captured
spectra,
its
predictive
value
future
affective
well-being
(AWB)
psychosocial
impairment
(PSI)
compares
specific
psychopathology
beyond
PF.
To
this
end,
we
examined
two
years
ambulatory
assessed
data
psychopathology,
PF,
PSI,
AWB
N
=
27,173
users
health
app.
Results
bass-ackwards
analyses
largely
aligned
with
current
working
model.
Using
bifactor
modeling,
were
capture
most
internalizing,
thought
disorder,
externalizing
factor
variance.
In
longitudinal
prediction
employing
bifactor-(S-1)
explained
58.6%
30.6%
PSI
when
across
one
year,
respectively,
33.1%
23.2%
years.
indicate
that
may
account
components
well
outcomes
AWB.
Clinicians
their
patients
benefit
assessing
such
identity
problems
or
internal
relationship
models
broad
range
disorders.
Further,
incorporating
measures
advance
research
biological
psychiatry
by
providing
empirically
sound
phenotypes.
Human Brain Mapping,
Год журнала:
2025,
Номер
46(1)
Опубликована: Янв. 1, 2025
ABSTRACT
Analysis
of
resting
state
fMRI
(rs‐fMRI)
typically
excludes
images
substantially
degraded
by
subject
motion.
However,
data
quality,
including
degree
motion,
relates
to
a
broad
set
participant
characteristics,
particularly
in
pediatric
neuroimaging.
Consequently,
when
planning
quality
control
(QC)
procedures
researchers
must
balance
concerns
against
the
possibility
biasing
results
eliminating
data.
In
order
explore
how
researcher
QC
decisions
might
bias
rs‐fMRI
findings
and
inform
future
research
design,
we
investigated
spectrum
characteristics
Adolescent
Brain
Cognitive
Development
(ABCD)
study
were
related
inclusion/exclusion
across
versions
dataset
(the
ABCD
Community
Collection
Release
4)
choices
(specifically,
motion
scrubbing
thresholds).
Across
all
these
conditions,
found
that
odds
participant's
exclusion
behavioral,
demographic,
health‐related
variables,
with
consequence
analyses
using
variables
are
likely
produce
biased
results.
recommend
missing
be
formally
accounted
for
analyzing
interpreting
Our
demonstrate
urgent
need
better
acquisition
analysis
techniques
which
minimize
impact
on
quality.
Additionally,
strongly
detailed
information
about
open
datasets
such
as
ABCD.
Applied Sciences,
Год журнала:
2025,
Номер
15(4), С. 1697 - 1697
Опубликована: Фев. 7, 2025
While
both
psychopathology
and
cognitive
deficits
manifest
in
mental
health
disorders,
the
nature
of
their
relationship
remains
poorly
understood.
Recent
research
suggests
a
potential
common
factor
underlying
domains.
Using
data
from
Philadelphia
Neurodevelopmental
Cohort
(N
=
9494,
ages
8–21),
we
estimated
validated
“c”
representing
overall
cerebral
functioning
through
structural
model
combining
indicators.
The
incorporated
general
factors
(“p”)
ability
(“g”),
along
with
specific
sub-domain
factors.
We
evaluated
model’s
criterion
validity
using
external
measures,
including
parent
education,
neighborhood
socioeconomic
status,
global
functioning,
intracranial
volume,
assessed
its
predictive
utility
for
longitudinal
psychosis
outcomes.
demonstrated
acceptable
fit
(CFI
0.98,
RMSEA
0.021,
SRMR
0.030),
this
showed
stronger
associations
education
(r
0.43),
SES
0.47),
volume
0.39)
than
“p”
“g”
alone.
Additionally,
baseline
scores
significantly
predicted
spectrum
outcomes
at
follow-up
(d
0.30–0.57).
These
findings
support
capturing
function
across
domains,
implications
understanding
brain
function,
improving
clinical
assessment,
optimally
focusing
interventions.
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2025,
Номер
unknown
Опубликована: Фев. 26, 2025
Major
mental
disorders
are
increasingly
understood
as
of
brain
development.
Large
and
heterogeneous
samples
required
to
define
generalizable
links
between
development
psychopathology.
To
this
end,
we
introduce
the
Reproducible
Brain
Charts
(RBC),
an
open
data
resource
that
integrates
from
5
large
studies
in
youth
three
continents
(
N
=6,346;
45%
Female).
Confirmatory
bifactor
models
were
used
create
harmonized
psychiatric
phenotypes
capture
major
dimensions
Following
rigorous
quality
assurance,
neuroimaging
carefully
curated
processed
using
consistent
pipelines
a
reproducible
manner
with
DataLad,
Configurable
Pipeline
for
Analysis
Connectomes
(C-PAC),
FreeSurfer.
Initial
analyses
RBC
emphasize
benefit
careful
assurance
harmonization
delineating
developmental
effects
associations
Critically,
all
-
including
phenotypes,
unprocessed
images,
fully
imaging
derivatives
openly
shared
without
use
agreement
via
International
Neuroimaging
Data-sharing
Initiative.
Together,
facilitates
large-scale,
reproducible,
research
neuroscience.
Clinical Psychological Science,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 3, 2025
The
well-documented
between-individuals
correlation
between
anxiety
and
depression
cannot
address
within-individuals
questions,
such
as
whether
targeting
subsequently
alleviates
comorbidity.
Recent
studies
have
demonstrated
the
importance
of
focusing
on
processes
to
provide
evidence-based
guidelines
commonly
encountered
questions
in
clinical
practice.
This
study
examined
within-patient
effect
reduction
subsequent
during
a
treatment
depression,
well
potential
variability
this
patients.
Data
from
randomized
controlled
trial
more
than
3,220
observations
nested
within
100
patients
treated
for
were
used.
Findings
indicate
that
at
sample
level,
reduced
which,
turn,
predicted
anxiety.
Although
no
qualitatively
distinct
subgroups
emerged,
quantitative
differences
individuals
found.
pretreatment
interplay
explains
heterogeneity
individuals.
findings
implications
personalizing
comorbidities.
Psychological Medicine,
Год журнала:
2025,
Номер
55
Опубликована: Янв. 1, 2025
Abstract
Background
It
is
unknown
whether
there
a
general
factor
that
accounts
for
the
propensity
both
physical
and
mental
conditions
in
different
age
groups
how
it
associated
with
lifestyle
well-being.
Methods
We
analyzed
health
data
from
Millennium
Cohort
Study
(MCS)
(age
=
17;
N
19,239),
National
Child
Development
(NCDS)
44;
9293),
English
Longitudinal
of
Ageing
(ELSA)
≥
50;
7585).
The
fit
three
Confirmatory
Factor
models
was
used
to
select
optimal
solution
by
Comparative
Fit
Index,
Tucker-Lewis
Root
Mean
Square
Error
Approximation.
relationship
among
d
factor,
lifestyles,
well-being
further
explored.
Results
Supporting
existence
bi-factor
model
showed
best
17-year-olds
(MCS:CFI
0.97,
TFI
0.96,
RMSEA
0.01),
44-year-olds
(NCDS:CFI
0.95,
0.02),
50+
year-olds
(ELSA:CFI
0.02).
scores
significantly
correlated
well-being,
suggesting
healthier
lifestyles
were
reduced
likelihood
comorbidities,
which
turn
improved
Conclusions
Contrary
traditional
dichotomy
between
conditions,
our
study
underlying
comorbidity
across
diseases,
related
Our
results
inform
conceptualization
illness
as
well
future
research
assessing
risk
pathways
disease
transmission,
intervention,
prevention.
also
provide
strong
rationale
systematic
screening
disorders
individuals
vice
versa,
integrated
services
addressing
multimorbidity.
Social and Personality Psychology Compass,
Год журнала:
2025,
Номер
19(3)
Опубликована: Фев. 28, 2025
ABSTRACT
Researchers
interested
in
the
quantitative
analysis
of
data
from
dyads
must
select
a
preferred
statistical
framework.
In
this
review,
we
focus
on
one
option
that
has
seen
relatively
modest
adoption:
dyadic
structural
equation
modeling
with
latent
variables.
We
begin
by
distinguishing
SEM
alternate,
neighboring,
and
hybridized
frameworks,
before
sharing
our
view
unique—and
opinion,
considerable—value‐proposition
then
provide
some
preliminary
evidence
is
subordinated
terms
adoption
rates
versus
its
competitors,
offering
contextual
why
may
have
come
to
be
case.
Finally,
conclude
discussion
future
possibilities,
near
accessible
others
farther
away
more
technical,
researchers
field
might
pursue
(and
benefit
from)
help
Development and Psychopathology,
Год журнала:
2025,
Номер
unknown, С. 1 - 15
Опубликована: Апрель 7, 2025
Abstract
This
study
investigated
associations
between
childhood
neighborhood
deprivation
and
adolescent
mental
health
difficulties,
potential
protective
factors.
Data
were
utilized
from
the
Millennium
Cohort
Study
(MCS)
(born
in
2000–2002;
N
=
5,422;
52%
female)
Environmental
Risk
(E-Risk)
Longitudinal
Twin
1994–1995;
1,920;
53%
female).
Childhood
was
measured
using
Index
of
Multiple
Deprivation
age
9
months
14
years
at
12
(E-Risk).
Adolescent
assessed
Strengths
Difficulties
Questionnaire
17
Diagnostic
Interview
Schedule
conducted
18
with
symptoms
loading
onto
general
psychopathology,
internalizing
externalizing
factors
Cross-classified
models
showed
high
levels
associated
more
total
problems
(estimate
0.46,
95%
CI
0.04–0.88)
difficulties
0.32,
0.06–0.59)
adolescence
within
MCS.
Being
male,
having
higher
self-esteem,
greater
social
support,
a
positive
parent-child
relationship
fewer
(estimates
−0.09–−1.87)
−0.03–−1.88)
full
sample
regardless
exposure.
However,
interactions
revealed
that
self-esteem
especially
beneficial
for
children
exposed
to
−0.35,
−0.43–−0.27).
No
significant
found
E-Risk.
Interventions
focused
on
improving
parenting
may
help
promote
better
population.
Those
living
most
deprived
areas
benefit
increased
self-esteem.