Plasma protein-based organ-specific aging and mortality models unveil diseases as accelerated aging of organismal systems
Cell Metabolism,
Год журнала:
2024,
Номер
unknown
Опубликована: Ноя. 1, 2024
Язык: Английский
BayesAge 2.0: a maximum likelihood algorithm to predict transcriptomic age
GeroScience,
Год журнала:
2025,
Номер
unknown
Опубликована: Янв. 3, 2025
Abstract
Aging
is
a
complex
biological
process
influenced
by
various
factors,
including
genetic
and
environmental
influences.
In
this
study,
we
present
BayesAge
2.0,
an
upgraded
version
of
our
maximum
likelihood
algorithm
designed
for
predicting
transcriptomic
age
(tAge)
from
RNA-seq
data.
Building
on
the
original
framework,
which
was
developed
epigenetic
prediction,
2.0
integrates
Poisson
distribution
to
model
count-based
gene
expression
data
employs
LOWESS
smoothing
capture
nonlinear
gene-age
relationships.
provides
significant
improvements
over
traditional
linear
models,
such
as
Elastic
Net
regression.
Specifically,
it
addresses
issues
bias
in
predictions,
with
minimal
age-associated
observed
residuals.
Its
computational
efficiency
further
distinguishes
reference
construction
cross-validation
are
completed
more
quickly
compared
regression,
requires
extensive
hyperparameter
tuning.
Overall,
represents
step
forward
tAge
offering
robust,
accurate,
efficient
tool
aging
research
biomarker
development.
Язык: Английский
The Mitochondria‐Targeted Peptide Therapeutic Elamipretide Improves Cardiac and Skeletal Muscle Function During Aging Without Detectable Changes in Tissue Epigenetic or Transcriptomic Age
Aging Cell,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 13, 2025
ABSTRACT
Aging‐related
decreases
in
cardiac
and
skeletal
muscle
function
are
strongly
associated
with
various
comorbidities.
Elamipretide
(ELAM),
a
novel
mitochondria‐targeted
peptide,
has
demonstrated
broad
therapeutic
efficacy
ameliorating
disease
conditions
mitochondrial
dysfunction
across
both
clinical
pre‐clinical
models.
Herein,
we
investigated
the
impact
of
8‐week
ELAM
treatment
on
pre‐
post‐measures
C57BL/6J
mice
frailty,
muscle,
function,
coupled
post‐treatment
assessments
biological
age
affected
molecular
pathways.
We
found
that
health
status,
as
measured
by
frailty
index,
strain,
diastolic
force,
is
significantly
diminished
age,
force
changing
sex‐dependent
manner.
Conversely,
mitigated
accumulation
was
able
to
partially
reverse
these
declines,
evidenced
treatment‐induced
increases
strain
fatigue
resistance.
Despite
improvements,
did
not
detect
statistically
significant
changes
gene
expression
or
DNA
methylation
profiles
indicative
reorganization
reduced
most
ELAM‐treated
groups.
However,
pathway
analyses
revealed
showed
pro‐longevity
shifts
expression,
such
upregulation
genes
involved
fatty
acid
metabolism,
translation,
oxidative
phosphorylation,
downregulation
inflammation.
Together,
results
indicate
effective
at
mitigating
signs
sarcopenia
an
aging
mouse
model,
but
functional
improvements
occur
independently
detectable
epigenetic
transcriptomic
age.
Thus,
some
age‐related
may
be
uncoupled
from
Язык: Английский
Invigorating discovery and clinical translation of aging biomarkers
Nature Aging,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 31, 2025
Язык: Английский
High-dimensional Ageome Representations of Biological Aging across Functional Modules
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Сен. 21, 2024
Abstract
The
aging
process
involves
numerous
molecular
changes
that
lead
to
functional
decline
and
increased
disease
mortality
risk.
While
epigenetic
clocks
have
shown
accuracy
in
predicting
biological
age,
they
typically
provide
single
estimates
for
the
samples
lack
mechanistic
insights.
In
this
study,
we
challenge
paradigm
can
be
sufficiently
described
with
a
age
estimate.
We
describe
Ageome,
computational
framework
measuring
of
thousands
pathways
simultaneously
mice
humans.
Ageome
is
based
on
premise
an
organism’s
overall
approximated
by
collective
ages
its
modules,
which
may
at
different
rates
ages.
show
that,
unlike
conventional
clocks,
provides
high-dimensional
representation
across
cellular
functions,
enabling
comprehensive
assessment
dynamics
within
individual,
population,
species.
Application
longevity
intervention
models
revealed
distinct
patterns
pathway-specific
deceleration.
Notably,
cell
reprogramming,
while
rejuvenating
cells,
also
accelerated
some
modules.
When
applied
human
cohorts,
demonstrated
heterogeneity
predictive
power
risk,
modules
showed
better
performance
onset
age-related
diseases,
especially
cancer,
compared
existing
clocks.
Together,
offers
interpretable
approach
assessing
aging,
providing
insights
into
mechanisms
targets
intervention.
Язык: Английский
Activated Interferon Signaling Suppresses Age-Dependent Liver Cancer
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Авг. 3, 2024
Abstract
Age
is
a
major
risk
factor
for
liver
cancer,
as
the
case
most
adult
human
cancers.
However,
underlying
mechanisms
are
not
well
defined.
A
better
understanding
of
role
aging
in
and
other
cancers
can
facilitate
approaches
assessment,
early
detection
prevention.
We
hypothesize
that
age-driven
changes
render
aged
more
sensitive
to
oncogenic
stress
hence
tumorigenesis.
To
investigate
how
with
age,
we
documented
immune
profile,
transcriptome
epigenome
healthy
livers
from
both
young
mice,
revealing
pronounced
alterations
aging.
Notably,
hepatocytes,
identified
heightened
interferon
(IFN)
signaling,
simultaneous
tumor
suppressor
oncogene
signaling
at
bulk
single
cell
level,
suggestive
an
poised
neoplasia.
challenge
this
seemingly
state,
employed
adeno-associated
virus
(AAV)-mediated
expression
c-Myc
mouse
hepatocytes
vivo
.
Analysis
expressing
revealed
further
elevated
IFN
Stimulated
Genes
(ISGs).
This
ISG
upregulation
was
evident
multiple
models
transformation
older
mice
also
observed
humans
Metabolic
dysfunction-Associated
Steatohepatitis
(MASH).
determined
Stat1
necessary
sufficient
age
specific
old
wild
type
mice.
Remarkably,
inhibiting
Jak/Stat
alongside
ectopic
led
high-grade
hepatocyte
dysplasia
formation,
selectively
Together,
these
results
suggest
state
“precarious
balance”,
due
concurrent
activation
pathways,
but
protected
against
neoplastic
progression
by
IFN-signaling.
Age-dependent
has
been
many
tissues
recent
studies
have
demonstrated
its
detrimental
consequences
on
aging,
raising
question
why
IFN-signaling
activated
during
propose
intrinsically
higher
cancer
age-dependent
adaptive
process
protect
tumorigenesis,
one
maladaptive
consequences.
Язык: Английский
Depletion of loss-of-function germline mutations in centenarians reveals longevity genes
Nature Communications,
Год журнала:
2024,
Номер
15(1)
Опубликована: Окт. 19, 2024
While
previous
studies
identified
common
genetic
variants
associated
with
longevity
in
centenarians,
the
role
of
rare
loss-of-function
(LOF)
mutation
burden
remains
largely
unexplored.
Here,
we
investigated
LOF
mutations
Ashkenazi
Jewish
individuals
from
Longevity
Genes
Project
and
LonGenity
study
cohorts
using
whole-exome
sequencing
data.
We
found
that
centenarians
had
a
significantly
lower
(11-22%)
compared
to
controls.
Similar
effects
were
also
observed
their
offspring.
Gene-level
analysis
35
genes
depleted
14
these
validated
UK
Biobank.
Mendelian
randomization
multi-omic
analyses
on
RGP1,
PCNX2,
ANO9
as
consistent
causal
multiple
aging-related
traits
altered
expression
during
aging.
Our
findings
suggest
protective
background,
characterized
by
reduced
damaging
variants,
contributes
exceptional
longevity,
likely
acting
concert
specific
promote
healthy
Previous
have
linked
but
impact
unclear.
authors
show
carry
fewer
harmful
identify
may
contribute
extreme
aging
Язык: Английский
The mitochondrial-targeted peptide therapeutic elamipretide improves cardiac and skeletal muscle function during aging without detectable changes in tissue epigenetic or transcriptomic age
bioRxiv (Cold Spring Harbor Laboratory),
Год журнала:
2024,
Номер
unknown
Опубликована: Окт. 31, 2024
Aging-related
decreases
in
cardiac
and
skeletal
muscle
function
are
strongly
associated
with
various
comorbidities.
Elamipretide
(ELAM),
a
novel
mitochondrial-targeted
peptide,
has
demonstrated
broad
therapeutic
efficacy
ameliorating
disease
conditions
mitochondrial
dysfunction
across
both
clinical
pre-clinical
models.
ELAM
is
proposed
to
restore
bioenergetic
by
stabilizing
inner
membrane
structure
increasing
oxidative
phosphorylation
coupling
efficiency.
Although
treatment
effectively
attenuates
physiological
declines
multiple
tissues
rodent
aging
models,
it
remains
unclear
whether
these
functional
improvements
correlate
favorable
changes
molecular
biomarkers
of
aging.
Herein,
we
investigated
the
impact
8-week
on
pre-
post-
measures
C57BL/6J
mice
frailty,
muscle,
function,
coupled
post-treatment
assessments
biological
age
affected
pathways.
We
found
that
health
status,
as
measured
frailty
index,
strain,
diastolic
force
significantly
diminished
age,
changing
sex-dependent
manner.
Conversely,
mitigated
accumulation
was
able
partially
reverse
declines,
evidenced
treatment-induced
increases
strain
fatigue
resistance.
Despite
improvements,
did
not
detect
statistically
significant
gene
expression
or
DNA
methylation
profiles
indicative
reorganization
reduced
most
ELAM-treated
groups.
However,
pathway
analyses
revealed
showed
pro-longevity
shifts
such
upregulation
genes
involved
fatty
acid
metabolism,
translation
phosphorylation,
downregulation
inflammation.
Together,
results
indicate
effective
at
mitigating
signs
sarcopenia
heart
failure
an
mouse
model,
but
occur
independently
detectable
epigenetic
transcriptomic
age.
Thus,
some
age-related
may
be
uncoupled
from
Язык: Английский