Asian Journal of Applied Science and Technology,
Journal Year:
2023,
Volume and Issue:
07(04), P. 27 - 34
Published: Jan. 1, 2023
This
study
offers
a
novel
method
for
forecasting
the
response
to
chemotherapy
in
non-hormone
receptor
breast
cancer,
difficult
and
complicated
condition.
TensorFlow-powered
Spatial
Temporal
Integration
(CNN-RNN)
Architecture
is
used
methods
integrate
clinical
data
histological
images.
Heuristic-driven
deep
learning
techniques
use
domain-specific
knowledge
build
models
choose
features.
Using
knowledge,
Hybrid
Differential
Evolution
Particle
Swarm
Optimization
(DE-PSO)
optimizes
model's
parameters.
Because
Lime
comprehensible
justifications
predictions,
its
adoption
guarantees
transparency
interpretability.
Furthermore,
federated
distributed
training
approach
preserve
scalability
safeguard
patient
privacy.
precision
empathy
better
treatment
decisions
cancer
by
fusing
AI
with
expertise.
Experimental Hematology and Oncology,
Journal Year:
2024,
Volume and Issue:
13(1)
Published: Aug. 5, 2024
Abstract
Chimeric
antigen
receptor
macrophage
(CAR-MΦ)
represents
a
significant
advancement
in
immunotherapy,
especially
for
treating
solid
tumors
where
traditional
CAR-T
therapies
face
limitations.
CAR-MΦ
offers
promising
approach
to
target
and
eradicate
tumor
cells
by
utilizing
macrophages’
phagocytic
antigen-presenting
abilities.
However,
challenges
such
as
the
complex
microenvironment
(TME),
variability
expression,
immune
suppression
limit
their
efficacy.
This
review
addresses
these
issues,
exploring
mechanisms
of
action,
optimal
construct
designs,
interactions
within
TME.
It
also
delves
into
ex
vivo
manufacturing
CAR-MΦ,
discussing
autologous
allogeneic
sources
importance
stringent
quality
control.
The
potential
synergies
integrating
with
existing
cancer
like
checkpoint
inhibitors
conventional
chemotherapeutics
are
examined
highlight
possible
enhanced
treatment
outcomes.
Furthermore,
regulatory
pathways
scrutinized
alongside
established
protocols
cells,
identifying
unique
considerations
essential
clinical
trials
market
approval.
Proposed
safety
monitoring
frameworks
aim
manage
adverse
events,
cytokine
release
syndrome,
crucial
patient
safety.
Consolidating
current
research
insights,
this
seeks
refine
therapeutic
applications,
overcome
barriers,
suggest
future
directions
transition
from
experimental
platforms
standard
care
options.
Frontiers in Immunology,
Journal Year:
2024,
Volume and Issue:
15
Published: May 13, 2024
Breast
cancer
poses
one
of
the
largest
threats
to
women’s
health.
Treatment
continues
improve
for
all
subtypes
breast
cancer,
but
some
subtypes,
such
as
triple
negative
still
present
a
significant
treatment
challenge.
Additionally,
metastasis
and
local
recurrence
are
two
prevalent
problems
in
treatment.
A
newer
type
therapy,
immunotherapy,
may
offer
alternatives
traditional
treatments
difficult-to-treat
subtypes.
Immunotherapy
engages
host’s
immune
system
eradicate
disease,
with
potential
induce
long-lasting,
durable
responses.
However,
systemic
immunotherapy
is
only
approved
limited
number
indications,
it
benefits
minority
patients.
Furthermore,
related
toxicities
following
administration
potent
immunomodulators
limit
dosing
and,
consequently,
efficacy.
To
address
these
safety
considerations
efficacy,
interest
delivery
at
site
tumor
has
increased.
Numerous
intratumorally
delivered
immunotherapeutics
have
been
being
explored
clinically
preclinically,
including
monoclonal
antibodies,
cellular
therapies,
viruses,
nucleic
acids,
cytokines,
innate
agonists,
bacteria.
This
review
summarizes
current
past
intratumoral
clinical
landscape
well
progress
that
made
preclinical
studies,
focus
on
parameters
considerations.
International Journal of Molecular Sciences,
Journal Year:
2024,
Volume and Issue:
25(9), P. 4832 - 4832
Published: April 29, 2024
This
review
offers
a
comprehensive
exploration
of
the
intricate
immunological
landscape
breast
cancer
(BC),
focusing
on
recent
advances
in
diagnosis
and
prognosis
through
analysis
circulating
tumor
cells
(CTCs).
Positioned
within
broader
context
BC
research,
it
underscores
pivotal
role
immune
system
shaping
disease’s
progression.
The
primary
objective
this
investigation
is
to
synthesize
current
knowledge
aspects
BC,
with
particular
emphasis
diagnostic
prognostic
potential
offered
by
CTCs.
adopts
thorough
examination
relevant
literature,
incorporating
breakthroughs
field.
methodology
section
succinctly
outlines
approach,
specific
focus
CTC
its
implications
for
prognosis.
Through
review,
insights
into
dynamic
interplay
between
are
highlighted,
CTCs
advancing
methodologies
refining
assessments.
Furthermore,
presents
substantiated
results,
contributing
deeper
understanding
complexity
BC.
In
conclusion,
significance
exploring
profile
patients,
providing
valuable
novel
utilization
presentation
findings
emphasizes
crucial
dynamics,
thereby
opening
avenues
enhanced
clinical
management
strategies.
Genes,
Journal Year:
2024,
Volume and Issue:
15(2), P. 162 - 162
Published: Jan. 26, 2024
Genomic
instability
is
one
of
the
well-established
hallmarks
cancer.
The
homologous
recombination
repair
(HRR)
pathway
plays
a
critical
role
in
correcting
double-stranded
breaks
(DSB)
due
to
DNA
damage
human
cells.
Traditionally,
BRCA1/2
genes
HRR
have
been
tested
for
their
association
with
breast
However,
defects
(HRD,
also
termed
'BRCAness'),
which
has
up
50
genes,
shown
be
involved
tumorigenesis
and
treatment
susceptibility
poly-ADP
ribose
polymerase
inhibitors
(PARPis),
platinum-based
chemotherapy,
immune
checkpoint
(ICIs).
A
reliable
consensus
on
HRD
scores
yet
established.
Emerging
evidence
suggests
that
only
subset
cancer
patients
benefit
from
ICI-based
immunotherapy.
Currently,
albeit
limitations,
expression
programmed
death-ligand
1
(PDL1)
tumor
mutational
burden
(TMB)
are
utilized
as
biomarkers
predict
favorable
outcomes
ICI
therapy
patients.
Preclinical
studies
demonstrate
an
interplay
between
PDL1
expression.
In
this
review,
we
outline
current
understanding
genomic
leading
delineate
various
clinical
trials.
Furthermore,
discuss
potential
strategies
combining
HRD-targeted
immunotherapy
achieve
best
healthcare
International Journal of Molecular Sciences,
Journal Year:
2024,
Volume and Issue:
25(17), P. 9302 - 9302
Published: Aug. 27, 2024
Insulin-like
Growth
Factor-1
(IGF-1)
is
a
crucial
mitogenic
factor
with
important
functions
in
the
mammary
gland,
mainly
through
its
interaction
IGF-1
receptor
(IGF-1R).
This
activates
complex
signaling
network
that
promotes
cell
proliferation,
epithelial
to
mesenchymal
transition
(EMT)
and
inhibits
apoptosis.
Despite
extensive
research,
precise
molecular
pathways
intracellular
mechanisms
activated
by
IGF-1,
cancer,
remain
poorly
understood.
Recent
evidence
highlights
essential
roles
of
isoforms
breast
cancer
(BC)
development,
progression,
metastasis.
The
peptides
define
isoforms—IGF-1Ea,
IGF-1Eb,
IGF-1Ec—act
as
key
points
convergence
for
various
influence
growth,
metastasis
survival
BC
cells.
aim
this
review
provide
detailed
exami-nation
role
mature
biology
their
potential
use
possible
therapeutical
targets.
Journal of Experimental & Clinical Cancer Research,
Journal Year:
2025,
Volume and Issue:
44(1)
Published: April 25, 2025
Abstract
This
review
discusses
reprogramming
the
breast
tumor
immune
microenvironment
from
an
immunosuppressive
cold
state
to
immunologically
active
hot
state.
A
complex
interplay
is
revealed,
in
which
accumulation
of
metabolic
byproducts—such
as
lactate,
reactive
oxygen
species
(ROS),
and
ammonia—is
shown
impair
T-cell
function
promote
escape.
It
demonstrated
that
(TME)
dominated
by
cytokines,
including
interleukin-10
(IL-10),
transforming
growth
factorβ
(TGFβ),
IL-35.
Notably,
IL-35
produced
regulatory
T
cells
cancer
cells.
The
conversion
conventional
into
IL-35-producing
induced
cells,
along
with
inhibition
pro-inflammatory
cytokine
secretion,
contributes
suppression
anti-tumor
immunity.
further
key
checkpoint
molecules—such
PD-1,
PDL1,
CTLA-4,
TIM-3,
LAG-3,
TIGIT—are
upregulated
within
TME,
leading
Tcell
exhaustion
diminished
responses.
blockade
these
checkpoints
restore
functionality
proposed
a
strategy
convert
tumors
ones
robust
effector
cell
infiltration.
therapeutic
potential
chimeric
antigen
receptor
(CAR)T
therapy
also
explored,
targeting
specific
tumor-associated
antigens,
such
glycoproteins
tyrosine
kinases,
highlighted.
suggested
CART
efficacy
can
be
enhanced
combining
inhibitors
other
immunomodulatory
agents,
thereby
overcoming
barriers
imposed
TME.
Moreover,
role
microbiome
regulating
estrogen
metabolism
systemic
inflammation
reviewed.
Alterations
gut
microbiota
are
affect
microbiome-based
interventions
additional
means
facilitate
cold-to-hot
transition.
concluded
immunological
pathways
underpin
suppression—through
combination
strategies
involving
blockade,
therapies,
modulation—the
TME
achieved.
anticipated
enhance
infiltration
function,
improving
overall
immunotherapies
better
clinical
outcomes
for
patients.
Journal of Cellular and Molecular Medicine,
Journal Year:
2024,
Volume and Issue:
28(15)
Published: Aug. 1, 2024
Abstract
Breast
cancer
(BC)
is
the
most
commonly
diagnosed
in
women
globally.
Natural
killer
(NK)
cells
play
a
vital
role
tumour
immunosurveillance.
This
study
aimed
to
establish
prognostic
model
using
NK
cell‐related
genes
(NKRGs)
by
integrating
single‐cell
transcriptomic
data
with
machine
learning.
We
identified
44
significantly
expressed
NKRGs
involved
cytokine
and
T
functions.
Using
101
learning
algorithms,
Lasso
+
RSF
showed
highest
predictive
accuracy
nine
key
NKRGs.
explored
cell‐to‐cell
communication
CellChat,
assessed
immune‐related
pathways
microenvironment
gene
set
variation
analysis
ssGSEA,
observed
immune
components
HE
staining.
Additionally,
drug
activity
predictions
potential
therapies,
expression
validation
through
immunohistochemistry
RNA‐seq
confirmed
clinical
applicability
of
The
nomogram
high
concordance
between
predicted
actual
survival,
linking
higher
purity
risk
scores
reduced
score.
NKRG‐based
offers
novel
approach
for
assessment
personalized
treatment
BC,
enhancing
precision
medicine.
Cancer Innovation,
Journal Year:
2024,
Volume and Issue:
3(5)
Published: Sept. 22, 2024
Breast
cancer
(BC)
is
the
most
common
malignant
tumor
and
main
cause
of
death
in
women
worldwide.
With
increased
knowledge
regarding
escape
mechanisms
advances
immunology,
many
new
antitumor
strategies
such
as
nonspecific
immunotherapies,
monoclonal
antibodies,
anticancer
vaccines,
oncolytic
viruses,
among
others,
make
immunotherapy
a
promising
approach
for
treatment
BC.
However,
these
approaches
still
require
meticulous
assessment
readjustment
resistance
modest
response
rates
remain
important
barriers.
In
this
article,
we
aim
to
summarize
recent
data
available
BC
include
results
ongoing
clinical
trials
approved
therapies
used
monotherapies
or
combination
with
conventional
treatments.