medRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Дек. 26, 2024
Early
Life
Adversity
(ELA)
has
been
linked
to
accelerated
epigenetic
aging.
While
positive
parenting
is
hypothesized
buffer
the
detrimental
effects
of
ELA
on
child
development,
its
role
in
mitigating
age
acceleration
remains
unclear.
Data
from
2,039
children
(49.7%
female)
Future
Families
and
Child
Wellbeing
Study
(FFCWS)
were
included
current
study
(46.7%
Black,
26.5%
Hispanic,
19%
White
non-Hispanic).
Home
community
threat
observed
measured
ages
3
9.
Salivary
was
at
9
15.
Positive
reduces
pace
aging
low,
but
not
high,
community-threat
environments.
Interventions
across
home
environments
may
be
necessary
prevent
ELA's
biological
embedding.
medRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Ноя. 15, 2024
Abstract
Biological
age
reflects
actual
aging
and
overall
health,
but
current
clocks
are
often
complex
difficult
to
interpret,
limiting
their
clinical
application.
In
this
study,
we
introduced
a
Gompertz
law-based
biological
(GOLD
BioAge)
model
that
simplified
assessment.
We
estimated
GOLD
BioAge
using
biomarkers
found
significant
associations
of
the
difference
from
chronological
(BioAgeDiff)
with
risks
morbidity
mortality
in
NHANES.
Moreover,
developed
ProtAge
MetAge
proteomics
metabolomics
data,
which
outperformed
clinical-only
predicting
chronic
disease
UK
Biobank.
Benchmark
analysis
illustrated
our
models
exceeded
common
across
diverse
groups
both
NHANES
The
results
demonstrated
algorithm
effectively
applied
omics
showing
excellent
performance
age-related
outcomes.
Additionally,
created
version
called
Light
BioAge,
used
three
for
reliably
captured
validation
cohorts
(CHARLS,
RuLAS,
CLHLS).
It
significantly
predicted
onset
frailty,
stratified
frail
individuals,
collectively
identified
individuals
at
high
risk
mortality.
summary,
could
provide
valuable
framework
assessment
public
health
practice.
Highlights
law
based
was
proposed
construct
convenient
interpretable
calculations,
had
better
risks.
Our
approach
applicable
metabolomics,
yielding
great
prospect
improve
accuracy
prevent
diseases.
version,
biomarkers,
it
independently
cohorts.
BioAgeDiff
Biological
age
reflects
actual
aging
and
overall
health,
but
current
clocks
are
often
complex
difficult
to
interpret,
limiting
their
clinical
application.
In
this
study,
we
introduced
a
Gompertz
law-based
biological
(GOLD
BioAge)
model
that
simplified
assessment.
We
estimated
GOLD
BioAge
using
biomarkers
found
significant
associations
of
the
difference
from
chronological
(BioAgeDiff)
with
risks
morbidity
mortality
in
NHANES.
Moreover,
developed
ProtAge
MetAge
proteomics
metabolomics
data,
which
outperformed
clinical-only
predicting
chronic
disease
UK
Biobank.
Benchmark
analysis
illustrated
our
models
exceeded
common
across
diverse
groups
both
NHANES
The
results
demonstrated
algorithm
effectively
applied
omics
showing
excellent
performance
age-related
outcomes.
Additionally,
created
version
called
Light
BioAge,
used
three
for
reliably
captured
validation
cohorts
(CHARLS,
RuLAS,
CLHLS).
It
significantly
predicted
onset
frailty,
stratified
frail
individuals,
collectively
identified
individuals
at
high
risk
mortality.
summary,
could
provide
valuable
framework
assessment
public
health
practice.
medRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Дек. 26, 2024
Early
Life
Adversity
(ELA)
has
been
linked
to
accelerated
epigenetic
aging.
While
positive
parenting
is
hypothesized
buffer
the
detrimental
effects
of
ELA
on
child
development,
its
role
in
mitigating
age
acceleration
remains
unclear.
Data
from
2,039
children
(49.7%
female)
Future
Families
and
Child
Wellbeing
Study
(FFCWS)
were
included
current
study
(46.7%
Black,
26.5%
Hispanic,
19%
White
non-Hispanic).
Home
community
threat
observed
measured
ages
3
9.
Salivary
was
at
9
15.
Positive
reduces
pace
aging
low,
but
not
high,
community-threat
environments.
Interventions
across
home
environments
may
be
necessary
prevent
ELA's
biological
embedding.