bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2022,
Volume and Issue:
unknown
Published: May 1, 2022
Abstract
Background
Vascular
smooth
muscle
cells
(VSMCs)
plasticity
is
a
central
mechanism
in
cardiovascular
health
and
disease.
We
aimed
at
providing
deep
cellular
phenotyping,
epigenomic
proteomic
depiction
of
SMCs
derived
from
induced
pluripotent
stem
(iPSCs)
evaluating
their
potential
as
models
the
context
complex
genetic
arterial
diseases.
Methods
differentiated
3
human
iPSC
lines
using
either
RepSox
(R-SMCs)
or
PDGF-BB
TGF-β
(TP-SMCs),
during
second
half
24-days-long
protocol.
In
addition
to
assays,
we
performed
RNA-Seq
assay
for
transposase
accessible
chromatin
(ATAC)-Seq
6
time-points
differentiation.
The
extracellular
matrix
content
(matrisome)
generated
by
iPSCs
was
analyzed
mass
spectrometry.
Results
Both
differentiation
protocols
with
positive
expression
SMC
markers.
TP-SMCs
exhibited
greater
capacity
proliferation,
migration
lower
calcium
release
response
contractile
stimuli
compared
R-SMCs.
data
showed
that
genes
involved
function
arteries
were
highly
expressed
R-SMCs
primary
SMCs.
Matrisome
analyses
supported
an
overexpression
proteins
wound
repair
higher
secretion
basal
membrane
constituents
Open
regions
significantly
enriched
variants
associated
coronary
artery
disease
blood
pressure,
while
only
peripheral
Conclusions
Our
study
portrayed
two
presenting
complementary
phenotypes
high
relevance
plasticity.
combination
genome-editing
tools,
our
supports
use
these
regulatory
mechanisms
risk
loci
several
Graphical
Biomarker Research,
Journal Year:
2024,
Volume and Issue:
12(1)
Published: Sept. 27, 2024
Abstract
Novel
neoadjuvant
immunotherapy
combined
with
chemotherapy
(neoICT)
has
improved
outcomes
for
patients
esophageal
squamous-cell
carcinoma
(ESCC),
but
challenges
persist
in
low
response
rates
and
therapy
resistance.
Little
is
known
about
the
intra-tumoral
heterogeneity
ESCC
tumor
microenvironment
(TME)
that
underlies
differential
responses
to
therapy.
We
applied
single-cell
RNA
sequencing
(scRNA-seq)
profiling
multiplexed
immunofluorescence
staining
thoroughly
decipher
TME
specimens
from
a
anti-PD1
combination
clinical
trial.
The
cancer-associated
fibroblasts
(CAFs)
population
showed
significant
alteration
abundance
following
Specifically,
IL6
+
CCL2
immunomodulatory
CAFs
novel
CD248
mechanoresponsive
subset
exhibited
increasing
infiltration.
Mechanistically,
approached
lined
nest
physically
block
infiltration
of
CD8
T
cells
drug
delivery,
while
induced
therapeutic
resistance
distinct
IL-6
expression.
Among
treated
neoICT,
we
observed
prominent
CAF-T
cell
interactions.
In
particular,
NECTIN2-TIGIT
ligand-receptor
pair
was
enriched
samples,
TIGIT
identified
as
major
inhibitory
checkpoint
cells.
Our
findings
demonstrate
alterations
constituent
identify
functional
phenotypes
associated
unfavorable
patients.
This
provides
potential
targets
enhance
ESCC.
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: July 29, 2023
Fibroadipogenic
progenitors
(FAPs)
maintain
healthy
skeletal
muscle
in
homeostasis
but
drive
degeneration
chronic
injuries
by
promoting
adipogenesis
and
fibrosis.
To
uncover
how
these
stem
cells
switch
from
a
pro-regenerative
to
pro-degenerative
role
we
perform
single-cell
mRNA
sequencing
of
human
FAPs
injured
muscles
across
spectrum
injury,
focusing
on
rotator
cuff
tears.
We
identify
multiple
subpopulations
with
progenitor,
adipogenic,
or
fibrogenic
gene
signatures.
utilize
full
flow
cytometry
distinct
FAP
based
highly
multiplexed
protein
expression.
Injury
severity
increases
adipogenic
commitment
is
driven
the
downregulation
DLK1.
Treatment
both
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2022,
Volume and Issue:
unknown
Published: July 14, 2022
ABSTRACT
Hyperoxia
(HOX)
disrupts
lung
development
in
mice
and
causes
bronchopulmonary
dysplasia
(BPD)
neonates.
To
investigate
sex-dependent
molecular
cellular
programming
involved
HOX,
we
surveyed
the
mouse
using
single
cell
RNA
sequencing
(scRNA-seq),
validated
our
findings
human
neonatal
cells
vitro
.
HOX-induced
inflammation
alveolar
type
(AT)
2
gave
rise
to
damage
associated
transient
progenitors
(DATP).
It
also
induced
a
new
subpopulation
of
AT1
with
reduced
expression
growth
factors
normally
secreted
by
cells,
but
increased
mitochondrial
gene
expression.
Female
epithelial
had
less
EMT
pulmonary
fibrosis
signaling
HOX.
In
endothelium,
expansion
Car4+
EC
(Cap2)
was
seen
HOX
along
an
emergent
Cap2
repressed
VEGF
signaling.
This
regenerative
response
females
exposed
Mesenchymal
inflammatory
signatures
distal
interstitial
fibroblast
subcluster
characterized
lipid
biosynthesis
transcriptomic
signature
resembling
myofibroblasts.
fibroblasts
resembled
scRNA-seq
data.
These
suggest
that
exposure
programs
distinct
sex-specific
stem
progenitor
reparative
responses
underpin
remodeling
BPD.
Toxicology and Applied Pharmacology,
Journal Year:
2024,
Volume and Issue:
491, P. 117078 - 117078
Published: Aug. 28, 2024
RUNX1
with
CBFβ
functions
as
an
activator
or
repressor
of
critical
mediators
regulating
cellular
function.
The
aims
this
study
were
to
clarify
the
role
on
TGF-β1-induced
COL1
synthesis
and
mechanism
calcipotriol
(Cal)
antagonizing
in
PSCs.
RT-qPCR
Western
Blot
for
determining
mRNAs
proteins
COL1A1/1A2
rat
PSC
line
(RP-2
cell).
Luciferase
activities
driven
by
COL1A1
COL1A2
promoter,
co-immunoprecipitation
immunoblotting
pSmad3/RUNX1
CBFβ/RUNX1,
knockdown
upregulation
Smad3
used.
production
was
regulated
TGF-β1/pSmad3
signaling
pathway
RP-2
cells.
formed
a
coactivator
TGF-β1-treated
cells
regulate
transcriptions
under
fashion
pSmad3/RUNX1/CBFβ
complex.
However,
Cal
effectively
abrogated
levels
transcripts
downregulating
hindering
formation
complexes.
This
suggests
that
may
be
promising
antifibrotic
target
treatment
chronic
pancreatitis.
Briefings in Bioinformatics,
Journal Year:
2024,
Volume and Issue:
26(1)
Published: Nov. 22, 2024
Abstract
Single-cell
high-throughput
chromosome
conformation
capture
(Hi-C)
technology
enables
capturing
chromosomal
spatial
structure
information
at
the
cellular
level.
However,
to
effectively
investigate
changes
in
across
different
cell
types,
there
is
a
requisite
for
methods
that
can
identify
types
utilizing
single-cell
Hi-C
data.
Current
frameworks
type
prediction
based
on
data
are
limited,
often
struggling
with
features
interpretability
and
biological
significance,
lacking
convincing
robust
classification
performance
validation.
In
this
study,
we
propose
four
new
feature
sets
contact
matrix
clear
significance.
Furthermore,
develop
novel
deep
learning
framework
named
scHiClassifier
multi-head
self-attention
encoder,
1D
convolution
fusion,
which
integrates
from
these
predict
accurately.
Through
comprehensive
comparison
experiments
benchmark
six
datasets,
demonstrate
superior
universality
of
framework.
We
further
assess
robustness
through
perturbation
dropout
experiments.
Moreover,
using
all
yields
optimal
performance,
supported
by
comparisons
set
combinations.
The
effectiveness
superiority
multiple
extraction
proven
unsupervised
dimensionality
reduction
methods.
Additionally,
analyze
importance
chromosomes
“SHapley
Additive
exPlanations”
method.
accuracy
reliability
enrichment
analysis.
source
code
freely
available
https://github.com/HaoWuLab-Bioinformatics/scHiClassifier.
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Oct. 19, 2023
Abstract
Obg-like
ATPase
1
(OLA1)
protein
has
GTP
and
ATP
hydrolyzing
activities
is
important
for
cellular
growth
survival.
The
human
OLA1
gene
maps
on
chromosome
2,
at
the
locus
1q31,
close
to
Titin
(TTN)
gene,
which
associated
with
familial
dilated
cardiomyopathy
(DCM).
In
this
study,
we
found
that
expression
of
was
significantly
downregulated
in
failing
heart
tissue
(HF)
as
compared
non-failing
tissues
(NF).
Moreover,
using
Sanger
sequencing
method,
characterized
screened
genetic
mutations
patients
heart-failing
non-failing.
Among
patients,
a
total
15
mutations,
including
two
transversions,
one
substitution,
indel,
eleven
transition
gene.
All
were
intronic
except
non-synonymous
mutation,
5144A>G,
resulting
254Tyr>Cys
exon
8
Furthermore,
haplotype
analysis
these
revealed
single
nucleotide
polymorphisms
(SNPs)
are
linked
each
other,
disease-specific
haplotypes.
Additionally,
screen
point
developed
cost-effective,
rapid
screening
PCR
test
can
differentiate
between
homozygous
(AA
GG)
heterozygous
(A/G)
genotypes.
Our
results
show
be
used
tool
cardiomyopathy.
These
findings
have
implications
diagnosis
treatment
Figure
Biocell,
Journal Year:
2023,
Volume and Issue:
47(4), P. 697 - 705
Published: Jan. 1, 2023
Runt-related
transcription
factor-1
(RUNX1),
also
known
as
the
core-binding
factor
alpha
2
subunit,
is
closely
related
to
human
leukemia.
The
functions
of
RUNX1
in
modulating
cell
proliferation,
differentiation,
and
survival
multiple
systems
have
been
gradually
discovered
with
emergence
transgenic
mice.
a
powerful
implicated
diverse
signaling
pathways
cellular
mechanisms
that
participate
lung
development
pulmonary
diseases.
has
recently
identified
target
regulator
fibrotic
remodeling
diseases,
particularly
kidney.
However,
role
fibrosis
unclear.
Pulmonary
characterized
by
obscure
nosogenesis,
limited
therapy,
poor
prognosis.
Moreover,
population
patients
increasing.
Thus,
there
an
unmet
need
for
therapeutic
targets.
In
this
review,
we
retrospectively
discuss
alteration
mRNA
expression
RNA
sequencing
data
lungs
protein
levels
mouse
fibrosis.
Subsequently,
focused
on
interaction
between
several
involved
Finally,
review
highlights
potential
slowing
progression
disease.