bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Feb. 13, 2023
ABSTRACT
Exposure
to
gamma
radiation
either
due
environmental
disasters
or
cancer
radiotherapy
can
result
in
development
of
acute
syndrome
(ARS),
characterized
by
pneumonitis
and
lung
fibrosis.
We
leveraged
a
microfluidic
organ-on-a-chip
lined
human
alveolar
epithelium
interfaced
with
pulmonary
endothelium
model
radiation-induced
injury
vitro
.
Both
exhibited
DNA
damage,
cellular
hypertrophy,
upregulation
inflammatory
cytokines,
loss
barrier
function
within
6
h
exposure,
although
greater
damage
was
observed
the
endothelium.
Transcriptomic
analysis
revealed
increased
expression
cytoprotective
gene,
hemoxygenase-1
(HMOX-1)
gene
network
identified
it
as
central
mediator
injury.
Pharmacological
stimulation
HMOX-1
activity
also
significantly
reduced
injury,
enhanced
at
later
times.
Thus,
this
chip
offers
new
platform
study
ARS
these
results
suggest
that
may
be
mechanistically
involved
response.
Nature Communications,
Journal Year:
2023,
Volume and Issue:
14(1)
Published: Oct. 16, 2023
Acute
exposure
to
high-dose
gamma
radiation
due
radiological
disasters
or
cancer
radiotherapy
can
result
in
radiation-induced
lung
injury
(RILI),
characterized
by
acute
pneumonitis
and
subsequent
fibrosis.
A
microfluidic
organ-on-a-chip
lined
human
alveolar
epithelium
interfaced
with
pulmonary
endothelium
(Lung
Alveolus
Chip)
is
used
model
RILI
vitro.
Both
exhibit
DNA
damage,
cellular
hypertrophy,
upregulation
of
inflammatory
cytokines,
loss
barrier
function
within
6
h
exposure,
although
greater
damage
observed
the
endothelium.
The
dose
sensitivity
on-chip
more
like
than
animal
preclinical
models.
Chip
also
evaluate
potential
ability
two
drugs
-
lovastatin
prednisolone
suppress
effects
RILI.
These
data
demonstrate
that
Lung
provides
a
relevant
alternative
for
studying
molecular
basis
may
be
useful
evaluation
new
countermeasure
therapeutics.
Abstract
Neoadjuvant
chemotherapy
(NAC)
has
been
a
staple
treatment
for
breast
cancer
(BRCA)
patients
regardless
of
the
tumor
histological
type.
While
this
can
be
effective
on
population
level,
pathologic
complete
response
(pCR)
rate
post-NAC
individual
varies
widely
throughout
various
clinical
demographic
groups
and
not
dramatically
changed
in
practice.
Improving
stratification
methods
therapeutic
interventions
could
avoid
physical
side
effects
as
well
psychological
stress
undergoing
NAC
if
patient
is
unlikely
to
respond
[1,
2].
Given
rapid
advancements
sequencing
technologies
availability
RNA
expression
data,
medical
solutions
based
transcriptomics
data
are
becoming
increasingly
prevalent
[3].
Here,
we
present
novel
method
stratify
prognosis
therapy
using
from
pre-treatment
biopsies
by
relying
network
biology
interactions
rather
than
gene
panels.
We
processed
datasets
through
BioNAV™
pipeline
generate
signatures
(BioNAV™
NS)
combined
with
random
forest
machine
learning
model
incorporating
other
metadata,
including
race,
specific
drugs
used
treatment,
subtyping.
These
offer
insights
into
gene-gene
drug-gene
occurring
within
each
patient’s
biopsy.
This
study
demonstrates
capability
NS
help
guide
BRCA
prognoses
comprehensive,
network-level
view
data.
Using
NS,
were
able
accurately
predict
mean
area
under
receiver
operator
characteristic
(AUROC)
82.4%.
The
addition
receptor
type
further
increased
performance
high
an
AUROC
93.7%
who
progesterone
positive
(PR+).
Additionally,
classifier
was
maintained
when
combining
multiple
studies
platforms
heterogeneous
preprocessing
steps
prior
processing.
Stratification
subgroups
enhanced
predictive
accuracy
BioNAV™,
outperforming
two
leading
models
recent
literature
18.6%
12.9%,
respectively.
significantly
enhances
value
transcriptomic
determine
NAC.
approach
offers
integration
biological
metadata
layers
improve
outcome
prediction,
highlighting
potentially
mechanisms
that
have
hidden
inside
population.
A
transition
towards
personalized
plans
adjuvant
treatments
may
enhance
efficacy
reduce
adverse
events.
ACS Nano,
Journal Year:
2024,
Volume and Issue:
18(35), P. 23991 - 24003
Published: Aug. 21, 2024
Achieving
a
reversible
decrease
of
metabolism
and
other
physiological
processes
in
the
whole
organism,
as
occurs
animals
that
experience
torpor
or
hibernation,
could
contribute
to
increased
survival
after
serious
injury.
Using
Bayesian
network
tool
with
transcriptomic
data
chemical
structure
similarity
assessments,
we
predicted
Alzheimer's
disease
drug
donepezil
(DNP)
be
promising
candidate
for
small
molecule
might
induce
torpor-like
state.
This
was
confirmed
screening
study
Xenopus
laevis
tadpoles,
nonhibernator
animal
model.
To
improve
therapeutic
performance
minimize
its
toxicity,
encapsulated
DNP
nanoemulsion
formulated
low-toxicity
materials.
formulation
is
composed
emulsified
droplets
<200
nm
diameter
contain
1.250
mM
DNP,
representing
≥95%
encapsulation
efficiency.
The
induced
comparable
effects
those
produced
by
free
indicated
reduced
swimming
motion,
cardiac
beating
frequency,
oxygen
consumption,
but
an
improved
biodistribution.
Use
resulted
more
controlled
increase
concentration
organism
compared
higher
brain,
which
toxicity
enabled
induction
longer
state
fully
reversible.
These
studies
also
demonstrate
potential
use
tadpoles
high-throughput
vivo
screen
assess
efficacy,
biodistribution,
drug-loaded
nanocarriers.
Cells,
Journal Year:
2023,
Volume and Issue:
12(10), P. 1437 - 1437
Published: May 21, 2023
Mutations
of
the
X-linked
gene
encoding
methyl-CpG-binding
protein
2
(MECP2)
cause
classical
forms
Rett
syndrome
(RTT)
in
girls.
A
subset
patients
who
are
recognized
to
have
an
overlapping
neurological
phenotype
with
RTT
but
lacking
a
mutation
that
causes
or
atypical
can
be
described
as
having
‘Rett-syndrome-like
(RTT-L).
Here,
we
report
eight
from
our
cohort
diagnosed
RTT-L
carry
mutations
genes
unrelated
RTT.
We
annotated
list
associated
patient
cohort,
considered
them
light
peer-reviewed
articles
on
genetics
RTT-L,
and
constructed
integrated
protein–protein
interaction
network
(PPIN)
consisting
2871
interactions
connecting
2192
neighboring
proteins
among
RTT-
RTT-L-associated
genes.
Functional
enrichment
analysis
identified
number
intuitive
biological
processes.
also
transcription
factors
(TFs)
whose
binding
sites
common
across
set
appear
important
regulatory
motifs
for
them.
Investigation
most
significant
over-represented
pathway
suggests
HDAC1
CHD4
likely
play
central
role
interactome
between
Drugs
that
induce
reversible
slowing
of
metabolic
and
physiological
processes
would
have
great
value
for
organ
preservation,
especially
organs
with
high
susceptibility
to
hypoxia-reperfusion
injury,
such
as
the
heart.
Using
whole-organism
screening
metabolism,
mobility,
development
in
Xenopus,
we
identified
an
existing
drug,
SNC80,
rapidly
reversibly
slows
biochemical
activities
while
preserving
cell
tissue
viability.
Although
SNC80
was
developed
a
delta
opioid
receptor
activator,
discovered
its
ability
slow
metabolism
is
independent
modulating
activity
novel
analog
(WB3)
almost
1000
times
less
binding
equally
active.
Metabolic
suppression
also
achieved
using
microfluidic
human
organs-on-chips,
well
explanted
whole
porcine
hearts
limbs,
demonstrating
cross-species
relevance
this
approach
potential
clinical
surgical
transplantation.
Pharmacological
induction
combination
perfusion
transport
systems
may
offer
new
therapeutic
preservation
transplantation,
trauma
management,
enhancing
patient
survival
remote
low-resource
locations.
Drugs
that
induce
reversible
slowing
of
metabolic
and
physiological
processes
would
have
great
value
for
organ
preservation,
especially
organs
with
high
susceptibility
to
hypoxia-reperfusion
injury,
such
as
the
heart.
Using
whole-organism
screening
metabolism,
mobility,
development
in
Xenopus
,
we
identified
an
existing
drug,
SNC80,
rapidly
reversibly
slows
biochemical
activities
while
preserving
cell
tissue
viability.
Although
SNC80
was
developed
a
delta
opioid
receptor
activator,
discovered
its
ability
slow
metabolism
is
independent
modulating
activity
novel
analog
(WB3)
almost
1,000
times
less
binding
equally
active.
Metabolic
suppression
also
achieved
using
microfluidic
human
organs-on-chips,
well
explanted
whole
porcine
hearts
limbs,
demonstrating
cross-species
relevance
this
approach
potential
clinical
surgical
transplantation.
Pharmacological
induction
combination
perfusion
transport
systems
may
offer
new
therapeutic
preservation
transplantation,
trauma
management,
enhancing
patient
survival
remote
low-resource
locations.
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2022,
Volume and Issue:
unknown
Published: April 13, 2022
Drug
repurposing
requires
distinguishing
established
drug
class
targets
from
novel
molecule-specific
mechanisms
and
rapidly
derisking
their
therapeutic
potential
in
a
time-critical
manner,
particularly
pandemic
scenario.
In
response
to
the
challenge
identify
treatment
options
for
COVID-19,
several
studies
reported
that
statins,
as
class,
reduce
mortality
these
patients.
However,
it
is
unknown
if
different
statins
exhibit
consistent
function
or
may
have
varying
benefit.To
test
differ
ability
exert
protective
effects
based
on
molecular
computational
predictions
electronic
medical
record
analysis.A
Bayesian
network
tool
was
used
predict
drugs
shift
host
transcriptomic
SARS-CoV-2
infection
towards
healthy
state.
Drugs
were
predicted
using
14
RNA-sequencing
datasets
72
autopsy
tissues
465
COVID-19
patient
samples
cultured
human
cells
organoids
infected
with
SARS-CoV-2,
total
of
2,436
investigated.
Top
included
which
then
assessed
records
containing
over
4,000
patients
determine
risk
prescribed
specific
versus
untreated
matched
controls.
The
same
tested
Vero
E6
endothelial
related
OC43
coronavirus.Simvastatin
among
most
highly
compounds
(14/14
datasets)
five
other
including
atorvastatin,
be
active
>
50%
analyses.
Analysis
clinical
database
revealed
reduced
only
observed
subset
simvastatin
atorvastatin.
vitro
testing
potent
direct
inhibitor
whereas
less
effective.
Simvastatin
also
inhibited
cytokine
production
cells.Different
sustain
lives
despite
having
shared
target
lipid-modifying
mechanism
action.
These
findings
highlight
value
target-agnostic
prediction
coupled
databases
clinically
evaluate
non-obvious
derisk
accelerate
opportunities.
Drugs
that
induce
reversible
slowing
of
metabolic
and
physiological
processes
would
have
great
value
for
organ
preservation,
especially
organs
with
high
susceptibility
to
hypoxia-reperfusion
injury,
such
as
the
heart.
Using
whole-organism
screening
metabolism,
mobility,
development
in
Xenopus,
we
identified
an
existing
drug,
SNC80,
rapidly
reversibly
slows
biochemical
activities
while
preserving
cell
tissue
viability.
Although
SNC80
was
developed
a
delta
opioid
receptor
activator,
discovered
its
ability
slow
metabolism
is
independent
modulating
activity
novel
analog
(WB3)
almost
1,000
times
less
binding
equally
active.
Metabolic
suppression
also
achieved
using
microfluidic
human
organs-on-chips,
well
explanted
whole
porcine
hearts
limbs,
demonstrating
cross-species
relevance
this
approach
potential
clinical
surgical
transplantation.
Pharmacological
induction
combination
perfusion
transport
systems
may
offer
new
therapeutic
preservation
transplantation,
trauma
management,
enhancing
patient
survival
remote
low-resource
locations.