A Novel Gene Signature for Predicting Outcome in Colorectal Cancer Patients Based on Tumor Cell-Endothelial Cell Interaction via Single-Cell Sequencing and Machine Learning
Lina Pang,
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Qi Sun,
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Wenyue Wang
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et al.
Heliyon,
Journal Year:
2025,
Volume and Issue:
unknown, P. e42237 - e42237
Published: Jan. 1, 2025
Language: Английский
The distinctive signature of regulatory CD4 T cells committed in the human thymus
Frontiers in Immunology,
Journal Year:
2025,
Volume and Issue:
16
Published: March 26, 2025
Thymically
committed
regulatory
CD4
T
cells
(tTregs)
are
essential
for
immune
homeostasis
and
self-tolerance.
We
established
the
human
tTreg
Expression
Signature
by
comparing
genome-wide
transcriptomic
profiles
between
tTregs
their
conventional
counterparts
(tTconvs).
further
exploited
high
sequencing
depth
of
our
bulk
RNA-seq
data
to
identify
a
subset
250
genes
significantly
expressed
in
with
neglectable
expression
tTconvs,
defined
as
below
levels
IL2RA
,
that
we
named
thymic
Treg
“private”
genes.
Notably,
pathways
related
cell
motility,
inflammation,
T-cell
effector
specification
were
overrepresented
within
private
found
163
these
less
circulating
naïve
memory
Tregs
when
compared
peripheral
generated
parallel.
This
result
suggested
higher
activity
most
thymus
compartments.
Altogether,
provide
unique
resource
inform
future
studies,
such
improving
annotation
single-cell
spatial
transcriptional
data,
or
help
designing
studies
validate
putative
biomarkers
thymically
Tregs,
priority
field.
Language: Английский
Exploring the molecular mechanisms of macrophages in islet transplantation using single-cell analysis
Frontiers in Immunology,
Journal Year:
2024,
Volume and Issue:
15
Published: Aug. 29, 2024
Background
Islet
transplantation
is
a
promising
treatment
for
type
1
diabetes
that
aims
to
restore
insulin
production
and
improve
glucose
control,
but
long-term
graft
survival
remains
challenge
due
immune
rejection.
Methods
ScRNA-seq
data
from
syngeneic
allogeneic
islet
grafts
were
obtained
GSE198865.
Seurat
was
used
filtering
clustering,
UMAP
dimension
reduction.
Differentially
expressed
genes
analyzed
between
grafts.
Gene
set
variation
analysis
(GSVA)
performed
on
the
HALLMARK
gene
sets
MSigDB.
Monocle
2
reconstruct
differentiation
trajectories,
cytokine
signature
enrichment
compare
responses
Results
Three
distinct
macrophage
clusters
(Mø-C1,
Mø-C2,
Mø-C3)
identified,
revealing
complex
interactions
regulatory
mechanisms
within
populations.
The
significant
activation
of
macrophages
in
transplants
marked
by
upregulation
allograft
rejection-related
pathways
involved
inflammatory
interferon
responses.
GSVA
revealed
eight
significantly
upregulated
Mø-C2
cluster.
Trajectory
Mø-C3
serves
as
common
progenitor,
branching
into
Mø-C1
Mø-C2.
Cytokine
differences
responses,
highlighting
immunological
environments
created
Conclusion
This
study
advances
understanding
roles
context
cellular
fate
processes.
findings
highlight
potential
therapeutic
targets
enhancing
function,
emphasizing
importance
aspects
transplant
acceptance
longevity.
Language: Английский
Impact of KLF4, SHH, and Hif1a Knockdown on miRNA Expression in Malign Melanoma Cancer Stem Cells
Ege Tıp Dergisi,
Journal Year:
2024,
Volume and Issue:
63(4), P. 595 - 602
Published: Dec. 9, 2024
Aim:
microRNAs
(miRNAs)
play
a
pivotal
role
in
gene
regulation,
influencing
various
cellular
processes
such
as
differentiation,
proliferation,
and
apoptosis.
This
study
investigated
the
expression
of
three
specific
miRNAs
(Hsa-miR-21-5p,
Hsa-miR-9-5p,
Hsa-miR-200a-5p)
malign
melanoma
stem
cells
(CSCs)
non-stem
(NSCs).
Method:
CSCs
NCSCs
were
sorted
from
CHL-1
based
on
CD133
marker,
malignant
cell
line.
CD133+
treated
with
Hif1a,
KLF4,
SHH
siRNA
levels
different
compared
between
groups.
Results:
Our
results
revealed
that
Hsa-miR-200a-5p
was
similar
both
Conversely,
Hsa-miR-21-5p
Hsa-miR-9-5p
significantly
upregulated
NCSCs.
Further
analysis
showed
knockdown
KLF4
did
not
affect
these
miRNAs.
However,
silencing
resulted
substantial
downregulation
significant
upregulation
Hsa-miR-9-5p.
Additionally,
Hif1a
led
to
hsa-miR-9-5p.
Conclusion:
These
findings
highlight
complex
regulatory
mechanisms
miRNA
contexts
suggest
potential
roles
for
response
silencing.
Language: Английский