Advances in Vaccine-Based Therapies for Pancreatic Cancer
Journal of Gastrointestinal Cancer,
Journal Year:
2025,
Volume and Issue:
56(1)
Published: Feb. 12, 2025
Pancreatic
ductal
adenocarcinoma
(PDAC)
remains
one
of
the
most
lethal
cancers,
with
a
5-year
survival
rate
that
has
improved
only
marginally
over
past
30
years,
despite
numerous
clinical
trials.
PDAC
poses
several
unique
challenges,
including
early
metastatic
spread
and
predilection
for
liver
metastasis.
It
is
also
highly
resistant
to
anti-tumor
immunity
immunotherapy
due
its
dense
immunosuppressive
tumor
microenvironment,
low
immunogenicity,
systemic
immune
suppression.
mutational
burden,
defective
antigen
presentation,
checkpoint
molecule
upregulation,
which
reduce
recognition.
Together,
these
factors
leave
as
an
"immune
cold"
minimal
cytotoxic
T-cell
activity.
Novel
therapeutic
approaches
are
urgently
needed
reinvigorate
immunity.
Recent
advances,
such
adjuvant
personalized
mRNA
neoantigen
vaccines
mutant-KRAS
targeted
vaccines,
have
demonstrated
sustained
vaccine-induced
T
cell
responses
associated
recurrence-free
in
surgically
resected
PDAC.
Combining
different
vaccine
optimal
sequencing
chemotherapy,
surgery,
radiotherapy,
other
immunotherapies
may
further
enhance
outcomes.
represent
promising
strategy
overcoming
PDAC's
resistance
conventional
therapies,
ongoing
trials
exploring
their
potential
improve
long-term
survival.
Language: Английский
Next-Generation Vaccines: Leveraging Deep Learning for Predictive Immune Response and Optimal Vaccine Design
K. R. Saranya,
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J. L.,
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P. Valarmathi
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et al.
Journal of Machine and Computing,
Journal Year:
2025,
Volume and Issue:
unknown, P. 768 - 788
Published: April 5, 2025
The
rapid
advancement
in
vaccine
development
has
become
increasingly
critical
addressing
global
health
challenges,
particularly
the
wake
of
emerging
infectious
diseases.
Traditional
methods
design,
while
effective,
often
involve
lengthy
processes
trial
and
error,
which
can
delay
deployment
life-saving
immunizations.
In
pursuit
enhancing
efficacy,
application
deep
learning
techniques
emerged
as
a
transformative
approach.
This
study
presents
implementation
an
Integrated
Neural
Network
Model
(INNM),
synergistically
combines
Artificial
Networks
(ANNs)
Random
Forests
for
predictive
immune
response
optimal
design.
INNM
employs
hybrid
feature
selection
methodology,
integrating
Pearson
correlation
with
Recursive
Feature
Elimination
(RFE),
to
identify
most
relevant
immunological
predictors.
Implemented
Jupyter
Notebook
environment,
model
achieved
impressive
accuracy
rate
98.4%,
demonstrating
its
potential
revolutionize
development.
innovative
approach
underscores
capability
predict
responses
high
precision,
paving
way
next
generation
vaccines.
Language: Английский
The Major Role of T Regulatory Cells in the Efficiency of Vaccination in General and Immunocompromised Populations: A Review
Vaccines,
Journal Year:
2024,
Volume and Issue:
12(9), P. 992 - 992
Published: Aug. 30, 2024
Since
their
conception
with
the
smallpox
vaccine,
vaccines
used
worldwide
have
mitigated
multiple
pandemics,
including
recent
COVID-19
outbreak.
Insightful
studies
uncovered
complexities
of
different
functional
networks
CD4
T
cells
(T
helper
1
(Th1);
Th2,
Th17)
and
CD8
cytotoxic;
Tc),
as
well
B
cell
(B
Language: Английский
The Major Role of T Regulatory Cells in Efficiency of Vaccination in General and Immunocompromised Populations: A Review
Published: July 22, 2024
Since
its
conception
with
the
smallpox
vaccination,
worldwide-used
vaccines
have
thwarted
multiple
pandemics
including
recent
COVID-19
outbreak.
Insightful
studies
uncovered
complexities
of
different
functional
networks
CD4
T
cells
[T
helper
1
(Th1);
Th2,
Th17]
and
CD8
(T
cytotoxic;
Tc)
as
well
B
(BIgM,
BIgG,
BIgA
BIgE)
subsets
during
response
to
vaccination.
Both
cell
forge
central,
peripheral
tissue-resident
It
also
became
apparent
that
each
vaccination
formed
network
regulatory
subsets,
namely
CD4+CD25+Foxp3+
(Treg)
interleukin-10
(IL-10)-producing
CD4+Foxp3−
(Tr1)
many
others,
are
shaping
quality/quantity
vaccine-specific
IgM,
IgG,
IgA
antibody
production.
These
components
especially
critical
for
immunocompromised
patients,
such
older
individuals
allograft
recipients,
their
may
be
ineffective
or
less
effective.
This
review
focuses
on
presenting
how
pre-
post-vaccination
Treg/Tr1
levels
influence
efficacy.
Experimental
clinical
work
revealed
involvement
evoked
immune
mechanisms
in
diminishing
vaccine-induced
cellular/humoral
responses.
Alternative
steps
considered
improve
by
increasing
a
dose,
changing
delivery
route
and/or
repeated
booster
doses
vaccines.
Vaccination
combined
anti-CD25
(IL-2Ra
chain)
anti-PD-1
(programmed
death
protein)
monoclonal
(mAb)
decrease
Tregs
boost
T/B
response.
All
these
data
strategies
immunizations
presented
discussed,
aiming
efficacy
humans
organ
transplant
patients.
Language: Английский
Thymic malignancies: role of immunotherapy and novel approaches
Current Opinion in Oncology,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 24, 2024
Purpose
of
review
Thymic
epithelial
tumors
(TETs)
are
a
diverse
group
malignancies
that
include
thymomas
(T),
thymic
carcinomas
(TC),
and
neuroendocrine
tumors.
Given
the
rarity
this
disease,
evidence
defining
optimal
treatment
approach
in
advanced/metastatic
setting
is
limited.
This
article
reviews
latest
advances
systemic
therapy
for
TETs,
with
special
focus
on
immunotherapy
targeted
strategies.
Recent
findings
Multiple
recent
efforts
have
been
made
to
integrate
novel
immunotherapies
approaches
into
current
algorithm
T
TC.
In
addition
trials
checkpoint
inhibitor
monotherapy,
combinatorial
or
therapies
being
explored.
Molecular
profiling
may
help
identify
druggable
targets,
further
optimizing
outcomes
population.
Summary
Immune
has
shown
promising
activity
TETs
patients.
However,
toxicity
an
unselected
cohort,
particularly
patients,
can
be
substantial,
therefore
it
not
recommended
outside
clinical
trials.
Until
additional
research
validates
biomarkers
safely
select
patients
immunotherapy,
remain
reasonable
second-line
option.
Contemporary
next-generation
sequencing
panels
applied
targets
absence
standard
treatment.
Language: Английский
Innovative virtual screening of PD-L1 inhibitors: the synergy of molecular similarity, neural networks and GNINA docking
Van-Thinh To,
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Tieu-Long Phan,
No information about this author
Bao-Vy Ngoc Doan
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et al.
Future Medicinal Chemistry,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 12
Published: Sept. 4, 2024
Immune
checkpoint
inhibitors
targeting
PD-L1
are
crucial
in
cancer
research
for
preventing
cells
from
evading
the
immune
system.
Language: Английский
Broad applicability of the Goldspire™ platform for the treatment of solid tumors
Jenny Zilberberg,
No information about this author
Christopher Uhl,
No information about this author
Charles Scott
No information about this author
et al.
Clinical Immunology,
Journal Year:
2024,
Volume and Issue:
unknown, P. 110373 - 110373
Published: Sept. 1, 2024
Language: Английский
Next-generation immunotherapy: igniting new hope for lung cancer
Therapeutic Advances in Medical Oncology,
Journal Year:
2024,
Volume and Issue:
16
Published: Jan. 1, 2024
Adoption
of
immunotherapy
has
completely
transformed
the
treatment
landscape
cancer.
Patients
with
advanced
cancer
treated
may
benefit
from
durable
tumor
response
and
long-term
survival.
The
most
widely
used
in
solid
tumors
is
anti-programmed-death
(ligand)
protein
(PD-(L)1),
which
now
an
integral
part
non-small
cell
lung
(NSCLC)
irrespective
histological
types
stage.
However,
vast
majority
patients
NSCLC
anti-PD-(L)1
still
develop
therapeutic
resistance,
prognosis
after
resistance
poor.
Resistance
mechanisms
to
PD-1
blockade
are
often
complex
encompass
a
combination
defects
within
cancer-immunity
cycle.
These
include
failure
antigen
presentation
T-cell
priming,
presence
co-inhibitory
immune
checkpoints,
inability
cells
infiltrate
tumor,
immunosuppressive
microenvironment.
Recently,
advances
drug
design,
genomic
sequencing,
gene
editing
technologies
have
led
development
next-generation
immunotherapies
that
potentially
overcome
these
mechanisms.
In
this
review,
we
will
discuss
mechanism
four
novel
modalities
detail,
namely
checkpoint
inhibitor
targeted
therapy
combinations,
bispecific
antibodies,
vaccine,
therapy.
therapeutics
all
demonstrated
early
clinical
data
work
synergistically
each
other
restore
anticancer
immunity.
addition,
share
our
perspectives
on
future
promises
challenges
transformation
standard
care.
Language: Английский