Frontiers in Immunology,
Journal Year:
2025,
Volume and Issue:
16
Published: May 27, 2025
Background
Meningioma
(MEN)
is
one
of
the
most
common
intracranial
tumors,
with
a
significantly
higher
incidence
rate
in
females
than
males.
Although
majority
cases
are
benign,
tumors
located
complex
anatomical
regions
or
classified
as
atypical
malignant
have
high
recurrence
rate,
underscoring
need
to
optimize
therapeutic
strategies
improve
patient
outcomes.
Therefore,
this
study
utilizes
single-cell
RNA-sequencing
technology
investigate
interaction
mechanisms
between
endothelial
cells
(ECs)
and
meningiomas,
aiming
identify
potential
targets
for
treatment
MEN
patients.
Methods
Tissue
origin
analysis
different
EC
subpopulations
was
performed
using
Ro/e
preference
analysis.
Gene
Ontology
Set
Enrichment
Analysis
were
employed
enrich
relevant
biological
processes.
Slingshot
CytoTRACE
used
determine
differentiation
trajectories
cell
subpopulations.
CellChat
utilized
predict
intercellular
communication
meningioma
(MGCs).
The
transcription
factor
(TF)
networks
constructed
pySCENIC,
function
ETS1
validated
vitro
experiments.
Results
temporal
lobe
tissues’
datasets
processed
through
quality
control
screening,
dimensionality
reduction
clustering
identified
eight
types.
We
found
that
ECs
might
play
role
progression
further
them
into
four
Among
these,
C2
PLVAP
+
predominantly
at
later
stages
analysis,
suggesting
critical
MEN’s
development.
Cell
revealed
MGCs
stimulate
secrete
angiopoietin
via
MDK-NCL
ligand-receptor
pair,
promoting
angiogenesis
progression.
Using
pySCENIC
key
TF
identified.
In
experiments
demonstrated
promoted
angiogenesis,
proliferation,
migration,
providing
valuable
insights
clinical
targeting
treatment.
Conclusion
subpopulation,
ECs,
which
stage
influence
development
MK
signaling
pathway
pair.
Additionally,
we
discovered
it
progression,
offering
new
perspective
strategies.
Frontiers in Immunology,
Journal Year:
2025,
Volume and Issue:
16
Published: March 6, 2025
Breast
Cancer
(BC)
ranks
among
the
top
three
most
prevalent
cancers
globally
and
stands
as
principal
contributor
to
cancer-related
fatalities
women.
In
spite
of
substantial
occurrence
rate
BC,
early
stage
this
disease
is
generally
regarded
curable.
However,
intra-tumor
heterogeneity
presents
a
formidable
obstacle
success
effective
treatment.
research,
single
cell
RNA
sequencing
was
utilized
dissect
tumor
microenvironment
within
BC.
Slingshot,
CytoTRACE
Monocle
2
were
applied
illustrate
differentiation
process
each
subpopulation
in
pseudotime
sequence.
To
comprehensively
comprehend
cells
(TCs)
an
analysis
upstream
transcription
factors
carried
out
via
pySCENIC,
while
downstream
pathway
enrichment
conducted
through
KEGG,
GO
GSEA.
The
prognosis
model
established
based
on
bulk
data
obtained
from
TCGA
GEO
databases.
Knock-down
experiments
also
implemented
explore
function
factor
CEBPD
TCs.
Our
in-depth
identified
eight
types.
Notably,
TCs
predominantly
found
epithelial
cells.
classification
further
uncovered
five
unique
subpopulations,
with
one
characterized
by
high
UGDH
expression.
This
shown
possess
distinct
metabolic
features
metabolism-related
investigations.
intricate
communication
modalities
different
types
effectively
demonstrated
means
CellChat.
Additionally,
crucial
factor,
CEBPD,
identified,
which
pronounced
propensity
towards
tumors
harbored
potential
tumor-advancing
characteristics.
Its
role
promoting
cancer
subsequently
verified
vitro
knock-down
experiments.
Moreover,
prognostic
developed,
risk
score
genes
incorporated
model.
Through
comparing
prognoses
UTRS
levels,
it
determined
that
group
had
less
favorable
prognosis.
These
outcomes
contributed
elucidation
complex
interrelationships
BC
microenvironment.
By
specifically
targeting
certain
subpopulations
TCs,
novel
treatment
strategies
could
potentially
be
devised.
study
shed
light
direction
future
research
should
take,
furnishing
valuable
information
can
enhance
regimens.
Frontiers in Immunology,
Journal Year:
2025,
Volume and Issue:
16
Published: April 9, 2025
Systemic
lupus
erythematosus
(SLE)
is
a
persistent
autoimmune
disorder
marked
by
dysregulation
of
the
immune
system,
resulting
in
extensive
tissue
inflammation
and
subsequent
damage.
Fibroblasts
are
essential
contributors
to
pathogenesis
SLE,
particularly
driving
progression
fibrosis
inflammation.
Recent
research
has
proposed
that
GEM
gene
may
regulate
fibroblast
activity
SLE.
However,
precise
molecular
mechanisms
through
which
modulates
functions
context
SLE
yet
be
fully
elucidated.
Gaining
insight
into
these
crucial
for
uncovering
potential
therapeutic
targets
aimed
at
addressing
associated
with
Single-cell
RNA
sequencing
was
integrated
cell-based
assays,
such
as
quantitative
reverse
transcription
PCR
(qRT-PCR)
functional
cellular
experiments,
investigate
underlying
mechanisms.
The
regulatory
fibroblasts
were
analyzed
cell
assays.
Differential
expression
subpopulations
identified
single-cell
sequencing,
emerging
key
implicated
alterations.
Trajectory
analysis
indicated
correlated
proliferation
migration.
Subsequent
experiments
confirmed
regulates
viability
influences
disease
modulation
proliferation,
migration,
apoptosis.
highly
differentially
expressed
within
its
altered
impacts
apoptosis,
potentially
contributing
Frontiers in Oncology,
Journal Year:
2025,
Volume and Issue:
15
Published: April 9, 2025
Diffuse
large
B-cell
lymphoma
(DLBCL)
is
a
highly
heterogeneous
malignancy
with
challenges
in
treatment
resistance
and
relapse.
Single-cell
RNA
sequencing
(scRNA-seq)
has
provided
important
insights
into
tumor
heterogeneity,
microenvironment
interactions,
mechanisms,
prognostic
biomarkers.
This
review
summarizes
key
findings
from
scRNA-seq
studies,
which
have
deepened
our
understanding
of
DLBCL
contributed
to
the
development
precision
therapeutic
strategies.
Integrating
spatial
transcriptomics
single-cell
multi-omics
may
further
elucidate
disease
mechanisms
identify
novel
targets,
supporting
advancement
medicine
DLBCL.
Frontiers in Immunology,
Journal Year:
2025,
Volume and Issue:
16
Published: April 30, 2025
Bladder
cancer
is
a
prevalent
malignancy,
with
muscle-invasive
bladder
(MIBC)
presenting
significant
therapeutic
challenge.
Standard
treatments,
including
radical
cystectomy
(RC)
and
neoadjuvant
chemotherapy,
pose
substantial
risks
impact
quality
of
life,
leading
to
increasing
interest
in
bladder-preserving
therapies
(BPT).
Immunotherapy
has
revolutionized
management,
strategies
ranging
from
intravesical
Bacillus
Calmette-Guérin
(BCG)
immune
checkpoint
inhibitors
targeting
programmed
cell
death
protein
1
(PD-1)
its
ligand
(PD-L1).
In
BCG-unresponsive
non-muscle-invasive
(NMIBC),
PD-1
such
as
pembrolizumab
offer
promising
response
rates.
MIBC,
immunotherapy
agents
like
atezolizumab
improves
pathological
complete
(pCR)
facilitates
preservation.
Combination
regimens
integrating
radiotherapy,
not
only
enhance
treatment
efficacy
but
also
exploit
mechanisms
immunogenic
antigen
release
that
further
augment
antitumor
responses.
This
review
provides
comprehensive
analysis
current
immunotherapeutic
for
invasive
cancer,
highlighting
their
clinical
applications
future
potential.
Frontiers in Immunology,
Journal Year:
2025,
Volume and Issue:
16
Published: May 1, 2025
This
study
investigates
the
antitumor
and
immunomodulatory
effects
of
compound
aluminum
sulfate
(CAS)
solution
in
murine
melanoma
models.
Using
syngeneic
B16-F10
B16-OVA
tumor
models,
we
demonstrate
that
intratumoral
CAS
injection
significantly
inhibits
primary
growth
lung
metastasis.
Flow
cytometry
analysis
reveals
treatment
increases
splenic
populations
CD3+CD8+
cytotoxic
T
cells,
CD3+CD44+
memory
NK
while
enhancing
CD8+
cell
infiltration
tissue.
ELISA
results
show
elevated
levels
pro-inflammatory
cytokines
(IFN-γ,
TNF-α,
IL-2)
culture
supernatants
serum
following
administration.
Immunofluorescence
staining
confirms
increased
expression
CD8
IFN-γ
proteins
tissues
CAS-treated
mice.
Results
indicate
exerts
its
through
direct
cytotoxicity
by
modulating
both
systemic
local
immune
responses.
The
dual
action
CAS,
which
combines
necrosis
with
immunostimulation,
positions
it
as
a
promising
therapeutic
agent
for
cancer
treatment.
offers
valuable
insights
into
mechanisms
underlying
CAS's
underscores
potential
clinical
applications
oncology.
Frontiers in Immunology,
Journal Year:
2025,
Volume and Issue:
16
Published: May 8, 2025
Multiple
myeloma
(MM)
is
a
biologically
heterogeneous
malignancy
of
clonal
plasma
cells,
often
progressing
from
MGUS
or
smoldering
MM.
It
causes
anemia,
bone
lesions,
and
immune
dysfunction
due
to
abnormal
cell
expansion
in
the
marrow.
Neuroinflammatory
neurotrophic
factors
may
influence
MM
progression
by
affecting
cells
marrow
niche.
Growing
evidence
points
role
for
neuroimmune
regulation
tumor
immunity.
Despite
therapeutic
progress,
disease
heterogeneity
resistance
highlight
need
new
strategies
targeting
microenvironment
axis.
This
investigation
exploited
single-cell
RNA
sequencing
(scRNA-seq)
analyze
high-risk
multiple
(SMMh)
samples,
identifying
11
distinct
types.
We
examined
their
transcriptional
signatures,
stemness,
proliferative
properties,
metabolic
pathways,
with
particular
attention
interactions
microenvironment.
Using
trajectory
inference
tools
such
as
CytoTRACE,
Monocle2,
Slingshot,
we
traced
differentiation
paths
subpopulations
identified
key
signaling
pathways
that
responses
progression.
The
analysis
four
C0
IGLC3+
representing
least
differentiated
most
subset.
These
played
critical
contribute
evasion
mechanisms.
Additionally,
receptor-ligand
within
were
identified,
which
be
influenced
neuroinflammatory
factors.
findings
suggest
nervous
system
modulation
significantly
affect
biology,
highlighting
potential
targets
could
overcome
conventional
therapies.
provided
insights
into
cellular
diversity
trajectories
MM,
offering
deeper
understanding
complex
drive
resistance.
By
incorporating
neuroinflammation
modulation,
our
study
suggested
novel
axis
oncology,
ultimately
contributing
development
more
effective,
personalized
treatment
approaches
Frontiers in Immunology,
Journal Year:
2025,
Volume and Issue:
16
Published: May 12, 2025
Atherosclerosis
(AS)
is
a
chronic
inflammatory
disease
characterized
by
endothelial
dysfunction,
monocyte
infiltration,
smooth
muscle
proliferation,
and
extracellular
matrix
accumulation.
Endothelial
cell
(EC)
dysfunction
plays
pivotal
role
in
the
initiation
progression
of
AS.
Despite
progress
traditional
research
methods,
complexity
cellular
heterogeneity
within
remains
poorly
understood,
necessitating
more
refined
approach
for
uncovering
mechanisms.
In
this
study,
we
employed
single-cell
RNA
sequencing
(scRNA-seq)
to
map
landscape
AS
comprehensively.
By
analyzing
heterogeneity,
differentiation
trajectories,
functional
states,
identified
critical
subpopulations
their
roles
Functional
enrichment
analyses
were
conducted,
findings
validated
through
vitro
experiments.
The
analysis
revealed
distinct
EC
with
unique
contributions
progression.
Among
these,
C1
CXCL12+
ECs
emerged
as
key
subpopulation
associated
differentiation,
vascular
remodeling,
inflammation.
These
cells
demonstrated
high
proliferative
potential
enriched
pathways
related
migration
repair.
Through
CCK-8,
Transwell
assay,
EdU
staining
angiogenesis
ability,
found
that
knockdown
FOXM1
resulted
decreased
invasion.
Thus,
it
affects
This
study
provides
detailed
atlas
AS,
identifying
subpopulations,
regulatory
pathways,
factors
driving
application
technologies
paves
way
advancing
our
understanding
cardiovascular
diseases
offers
significant
developing
personalized
therapeutic
strategies
immunology
precision
medicine.
Cardiology Research and Practice,
Journal Year:
2025,
Volume and Issue:
2025(1)
Published: Jan. 1, 2025
Background:
The
most
important
pathological
basis
of
coronary
heart
disease
is
atheroma
formation.
If
atheromatous
plaque
occurs
and
not
treated
promptly
effectively,
the
will
gradually
grow,
causing
lumen
arteries
to
narrow
until
it
completely
occluded,
angina
pectoris
even
myocardial
infarction,
but
its
cellular
heterogeneity
fully
understood.
Methods:
We
utilized
various
techniques
including
single‐cell
RNA
sequencing,
CytoTRACE,
monocle,
slingshot,
CellChat,
SCENIC
investigate
significant
subgroup
NK
cells
in
15
specimens
from
individuals
order
understand
their
contributions
development
plaque.
Results:
analysis
revealed
that
studying
C1
RACK1+
was
crucial
for
this
paper.
investigated
effect
on
then
analyzed
explore
expression
pseudotime
trajectories,
cell
interactions,
transcription
factors.
Conclusion:
Single‐cell
sequencing
could
provide
a
deeper
understanding
factors
have
an
impact
plaque,
improved
microenvironment
provided
enlightenment
treatment
future,
helped
improve
diagnosis
design
best
strategy.