Journal of Intelligent & Fuzzy Systems,
Journal Year:
2023,
Volume and Issue:
46(2), P. 5479 - 5489
Published: Oct. 13, 2023
OBJECTIVE:
This
research
aims
to
pinpoint
key
biomarkers
and
immunological
infiltration
of
idiopathic
pulmonary
fibrosis
(IPF)
through
bioinformatics
analysis.
METHODS:
From
the
GEO
database,
12
gene
expression
profiles
were
obtained.
The
LIMMA
tool
in
Bioconductor
accustomed
identify
genes
that
are
expressed
differently
(DEGs),
analyses
functional
enrichment
performed.
A
protein-protein
interaction
network
(PPI)
was
constructed
using
STRING
Cytoscape,
a
modular
analysis
Analysis
lung
tissue
between
IPF
healthy
groups
done
CIBERSORTx
method.
RESULTS:
11,130
with
differential
(including
7,492
up-regulated
3,638
down-regulated)
found.
selected
DEGs
mainly
involved
progression
down-regulated
maintain
relative
stability
intracellular
microenvironment,
according
KEGG
revealed
primarily
abundant
PI3K-Akt
signaling
mechanism,
whereas
associated
cancer
pathways.
most
significant
modules
involving
8
hub
found
after
PPI
analyzed.
had
greater
percentage
B
memory
cells,
plasma
T
cells
follicular
helper,
regulatory,
gamma
delta,
macrophages
M0
resting
mast
cells.
while
relatively
low
proportion
CD4
resting,
NK
neutrophils.
CONCLUSION:
demonstrates
differences
IPF.
Journal of Experimental & Clinical Cancer Research,
Journal Year:
2024,
Volume and Issue:
43(1)
Published: March 27, 2024
Abstract
Background
Studies
have
shown
that
CCR7,
an
important
inflammatory
factor,
can
promote
the
proliferation
and
metastasis
of
oral
squamous
cell
carcinoma
(OSCC),
but
its
role
in
tumor
microenvironment
(TME)
remains
unclear.
This
paper
explores
CCR7
TME
OSCC.
Methods
In
this
work,
we
constructed
gene
knockout
mice
OSCC
mouse
models.
Single-cell
RNA
sequencing
(scRNA-seq)
bioinformatics
were
used
to
analyze
differences
between
three
(KO)
wild-type
(WT).
Immunohistochemistry,
immunofluorescence
staining,
flow
cytometry
expression
key
genes
significantly
different
types
KO
WT
groups.
An
vitro
experiment
was
verify
effect
on
M2
macrophage
polarization.
Results
models,
growth
rate
group
lower
than
group.
Eight
main
(including
cells,
fibroblasts,
macrophages,
granulocytes,
T
endothelial
monocytes,
B
cells)
identified
by
Seurat
analysis.
The
scRNA-seq
results
showed
proportion
cells
lower,
higher
CellPhoneDB
analysis
indicated
a
strong
interaction
relationship
cells.
Functional
enrichment
level
Dusp1
generally
various
types.
Macrophage
subclustering
macrophages
experimental
polarization,
thus
promoting
proliferation,
invasion
migration
Conclusions
inhibit
polarization
macrophages.
The
cardiac
conduction
system
(CCS)
orchestrates
the
electrical
impulses
that
enable
coordinated
contraction
of
chambers.
T-box
transcription
factors
TBX3
and
TBX5
are
required
for
development
associated
with
overlapping
distinct
human
diseases.
We
evaluated
role
Tbx3
Tbx5
in
murine
ventricular
(VCS).
engineered
a
compound
Tbx3:Tbx5
conditional
knockout
allele
both
genes
located
cis
on
mouse
chromosome
5.
Conditional
deletion
transcriptional
system,
using
VCS-specific
MinK:Cre,
caused
loss
VCS
function
molecular
identity.
Combined
deficiency
adult
led
to
defects,
including
prolonged
PR
QRS
intervals
elevated
susceptibility
tachycardia.
These
electrophysiological
defects
occurred
prior
detectable
alterations
contractility
or
histologic
morphology,
indicative
primary
defect.
double
cardiomyocytes
revealed
shift
towards
non-CCS-specialized
working
myocardium,
indicating
change
their
cellular
Furthermore,
optical
mapping
propagation.
Collectively,
these
findings
indicate
coordinate
control
fate
function,
implications
understanding
disorders
humans.
Poultry Science,
Journal Year:
2024,
Volume and Issue:
103(10), P. 104047 - 104047
Published: July 4, 2024
Wooden
breast
(WB)
myopathy
is
a
common
found
in
commercial
broiler
chickens
worldwide.
Although
extensive
research
on
WB
has
been
conducted
using
transcriptomics,
effectively
screening
and
analyzing
key
target
information
remains
challenge.
In
this
present
study,
5
transcriptomic
datasets
obtained
from
the
National
Center
for
Biotechnology
Information
(NCBI)
were
used.
A
meta-analysis
was
to
identify
meta-differentially
expressed
genes
(meta-DEGs)
involved
response
of
broilers
myopathy.
These
meta-DEGs
further
analyzed
Kyoto
Encyclopedia
Genes
Genomes
(KEGG),
Gene
Ontology
(GO),
Set
Enrichment
Analysis
(GSEA),
supplemented
by
protein-protein
interaction
(PPI)
network
construction
pinpoint
hub
genes.
analyses
help
reveal
genes,
pathways,
biological
processes
associated
with
The
results
showed
that
645
up-regulated
99
down-regulated
significant
(|log
Journal of Translational Medicine,
Journal Year:
2024,
Volume and Issue:
22(1)
Published: Aug. 1, 2024
Synovial
fibrosis
is
a
common
complication
of
knee
osteoarthritis
(KOA),
pathological
process
characterized
by
myofibroblast
activation
and
excessive
extracellular
matrix
(ECM)
deposition.
Fibroblast-like
synoviocytes
(FLSs)
are
implicated
in
KOA
pathogenesis,
contributing
to
synovial
through
diverse
mechanisms.
Nuclear
protein
1
(NUPR1)
recently
identified
transcription
factor
with
crucial
roles
various
fibrotic
diseases.
However,
its
molecular
determinants
remain
unknown.
This
study
aims
investigate
the
role
NUPR1
vivo
vitro
experiments.
We
examined
expression
murine
synovium
determined
impact
on
knockdown
models
destabilization
medial
meniscus
(DMM)-induced
mouse
model.
TGF-β
was
employed
induce
response
FLSs,
mechanisms
were
evaluated
under
conditions
downexpression.
Additionally,
pharmacological
effect
inhibitor
assessed
using
surgically
induced
found
that
increased
after
DMM
surgical
operation.
The
adeno-associated
virus
(AAV)-NUPR1
shRNA
promoted
deficiency,
attenuating
fibrosis,
inhibiting
hyperplasia,
significantly
reducing
pro-fibrotic
molecules.
Moreover,
lentivirus-mediated
deficiency
alleviated
synoviocyte
proliferation
inhibited
fibroblast
transition.
It
also
decreased
markers
α-SMA,
COL1A1,
CTGF,
Vimentin
SMAD
family
member
3
(SMAD3)
pathway.
Importantly,
trifluoperazine
(TFP),
inhibitor,
attenuated
mice.
These
findings
indicate
an
antifibrotic
modulator
KOA,
anti-synovial
partially
mediated
SMAD3
signaling.
reveals
promising
target
for
developing
novel
treatment.
Scientific Reports,
Journal Year:
2024,
Volume and Issue:
14(1)
Published: March 11, 2024
Abstract
Erectile
dysfunction
(ED)
is
a
common
and
difficult
to
treat
disease,
has
high
incidence
rate
worldwide.
As
marker
of
vascular
ED
usually
occurs
in
cardiovascular
2–5
years
prior
disease
events.
The
extracellular
matrix
(ECM)
network
plays
crucial
role
maintaining
cardiac
homeostasis,
not
only
by
providing
structural
support,
but
also
promoting
force
transmission,
transducing
key
signals
intracardiac
cells.
However,
the
relationship
between
ECM
remains
unclear.
To
help
fill
this
gap,
we
profiled
single-cell
RNA-seq
(scRNA-seq)
obtain
transcriptome
maps
82,554
cavernous
single
cells
from
non-ED
samples.
Cellular
composition
tissues
was
explored
uniform
manifold
approximation
projection.
Pseudo-time
cell
trajectory
combined
with
gene
enrichment
analysis
were
performed
unveil
molecular
pathways
fate
determination.
ECM,
changes
related
genes
elucidated.
CellChat
identified
ligand-receptor
pairs
(e.g.,
PTN-SDC2,
PTN-NCL,
MDK-SDC2)
among
major
types
tissue
microenvironment.
Differential
revealed
that
type-specific
transcriptomic
are
structure
organization,
external
encapsulating
regulation
vasculature
development.
Trajectory
predicted
underlying
target
modulate
COL3A1,
MDK,
MMP2,
POSTN).
Together,
study
highlights
potential
cell–cell
interactions
main
regulatory
factors
reveals
may
represent
features
progression.
Journal of Cardiovascular Development and Disease,
Journal Year:
2022,
Volume and Issue:
9(12), P. 462 - 462
Published: Dec. 15, 2022
(1)
Background:
Obesity
is
a
major
risk
factor
for
cardiovascular
disease
(CVD),
contributing
to
increasing
global
burdens.
Apart
from
heart
failure,
coronary
artery
disease,
and
arrhythmia,
recent
research
has
found
that
obesity
also
elevates
the
of
dilated
cardiomyopathy
(DCM).
The
main
purpose
this
study
was
investigate
underlying
biological
role
in
DCM.
(2)
Methods:
datasets
GSE120895,
GSE19303,
GSE2508
were
downloaded
Gene
Expression
Omnibus
(GEO)
database.
Differentially
expressed
genes
(DEGs)
analyzed
using
GSE120895
DCM
obesity,
findings
compiled
discover
common
genes.
Ontology
(GO)
Kyoto
Encyclopedia
Genes
Genomes
(KEGG)
pathway
enrichment
analyses
conducted
RStudio.
In
addition,
CIBERSORT
used
obtain
immune
cellular
composition
DEGs.
key
identified
set
by
least
absolute
shrinkage
selection
operator
(LASSO)
algorithm,
prognostic
models
which
verified
receiver
characteristic
(ROC)
curves
GSE19303.
Finally,
Spearman’s
correlation
explore
connections
between
cells.
(3)
Results:
GO
KEGG
showed
enriched
terms
transforming
growth
factor-beta
(TGF-β),
fibrillar
collagen,
NADPH
oxidase
activity,
multiple
hormone-related
signaling
pathways.
Both
had
disordered
environment,
especially
obesity.
NOX4,
CCDC80,
COL1A2,
HTRA1,
KLHL29
may
be
primarily
responsible
changes.
analysis
performed
cells
indicated
closely
correlated
T
M2
macrophages,
HTRA1
very
tightly
plasma
(4)
Conclusions:
Bio-informatics
our
suggested
disturbed
micro-environment,
promoted
oxidative
stress,
increased
myocardial
fibrosis,
resulting
ventricular
remodeling
an
play
critical
roles
obesity-related
Frontiers in Genetics,
Journal Year:
2023,
Volume and Issue:
14
Published: Aug. 17, 2023
Fat
deposition
is
an
economically
important
trait
in
pigs.
Ningxiang
pig,
one
of
the
four
famous
indigenous
breeds
China,
characterized
by
high
fat
content.
The
underlying
gene
expression
pattern
different
developmental
periods
backfat
tissue
remains
unclear,
and
purpose
this
investigation
to
explore
potential
molecular
regulators
development
Backfat
(three
samples
for
each
stage)
was
initially
collected
from
stages
(60,
120,
180,
240,
300,
360
days
after
birth),
histological
analysis
RNA
sequencing
(RNA-seq)
were
then
conducted.
Fragments
per
kilobase
transcript
million
(FPKM)
method
used
qualify
expressions,
differentially
expressed
genes
(DEGs)
identified.
Furthermore,
strongly
co-expressed
modules,
which
named
color,
clustered
Weighted
co-expression
network
(WGCNA)
based
on
dynamic
tree
cutting
algorithm.
Gene
ontology
(GO)
kyoto
encyclopedia
genomes
(KEGG)
enrichment
subsequently
implemented,
hub
described
module.
Finally,
QPCR
employed
validate
RNA-seq
data.
results
showed
that
adipocyte
area
increased
number
decreased
with
tissue.
A
total
1,024
DEGs
identified
five
comparison
groups
(120
vs.
60
days,
180
120
240
300
days).
turquoise,
red,
pink,
paleturquoise,
darkorange,
darkgreen
module
had
highest
correlation
coefficient
60,
stage,
while
tan,
black
turquoise
strong
relationship
thickness,
area,
number,
respectively.
Thirteen
(ACSL1,
ACOX1,
FN1,
DCN,
CHST13,
COL1A1,
COL1A2,
COL6A3,
COL5A1,
COL14A1,
OAZ3,
DNM1,
SELP)
recognized.
ACSL1
ACOX1
might
perform
function
early
stage
(60
days),
COL14A1
have
unignorable
position
around
stage.
Besides,
SELP
DNM1
modules
significantly
associated
thickness
be
involved
process
development.
These
findings
contribute
understand
integrated
mechanism
promote
progress
genetic
improvement
bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Oct. 29, 2023
Abstract
Schizophrenia
is
thought
to
be
the
most
prevalent
chronic
psychiatric
disorder.
Numerous
proteins
have
been
identified
that
are
associated
with
occurrence
and
development
of
schizophrenia.
This
study
aimed
identify
potential
core
genes
pathways
involved
in
schizophrenia,
through
exhaustive
bioinformatic
next
generation
sequencing
(NGS)
data
analyses
using
GSE20966
NGS
neural
progenitor
cells
neurons
obtained
from
healthy
controls
patients
The
were
downloaded
Gene
Expression
Omnibus
database.
was
processed
by
DESeq2
package
R
software
differentially
expressed
(DEGs)
identified.
Ontology
(GO)
enrichment
analysis
REACTOME
pathway
carried
out
biological
functions
DEGs.
Protein-protein
interaction
(PPI)
network,
module,
miRNA-hub
gene
regulatory
network
TF-hub
performed
hub
genes,
miRNA
TFs.
Potential
analyzed
receiver
operating
characteristic
(ROC)
curves
(pROC).
In
this
investigation,
an
overall
955
DEGs
identified:
478
remarkably
up
regulated
477
distinctly
down
regulated.
These
enriched
for
GO
terms
mainly
multicellular
organismal
process,
GPCR
ligand
binding,
regulation
cellular
process
amine
ligand-binding
receptors.
MYC,
FN1,
CDKN2A,
EEF1G,
CAV1,
ONECUT1,
SYK,
MAPK13,
TFAP2A
BTK
considered
genes.
constructed
successfully.
On
whole,
findings
investigation
enhance
our
understanding
molecular
mechanisms
schizophrenia
provide
targets
further
investigation.