Clinical Applications of Artificial Intelligence (AI) in Human Cancer: Is It Time to Update the Diagnostic and Predictive Models in Managing Hepatocellular Carcinoma (HCC)?
Diagnostics,
Journal Year:
2025,
Volume and Issue:
15(3), P. 252 - 252
Published: Jan. 22, 2025
In
recent
years,
novel
findings
have
progressively
and
promisingly
supported
the
potential
role
of
Artificial
intelligence
(AI)
in
transforming
management
various
neoplasms,
including
hepatocellular
carcinoma
(HCC).
HCC
represents
most
common
primary
liver
cancer.
Alarmingly,
incidence
is
dramatically
increasing
worldwide
due
to
simultaneous
“pandemic”
spreading
metabolic
dysfunction-associated
steatotic
disease
(MASLD).
MASLD
currently
constitutes
leading
cause
chronic
hepatic
damage
(steatosis
steatohepatitis),
fibrosis,
cirrhosis,
configuring
a
scenario
where
an
onset
has
been
reported
even
early
stage.
On
other
hand,
serious
plague,
significantly
burdening
outcomes
hepatitis
B
(HBV)
C
(HCV)
virus-infected
patients.
Despite
progress
this
cancer,
overall
prognosis
for
advanced-stage
patients
continues
be
poor,
suggesting
absolute
need
develop
personalized
healthcare
strategies
further.
“cold
war”,
machine
learning
techniques
neural
networks
are
emerging
as
weapons,
able
identify
patterns
biomarkers
that
would
normally
escaped
human
observation.
Using
advanced
algorithms,
AI
can
analyze
large
volumes
clinical
data
medical
images
(including
routinely
obtained
ultrasound
data)
with
elevated
accuracy,
facilitating
diagnosis,
improving
performance
predictive
models,
supporting
multidisciplinary
(oncologist,
gastroenterologist,
surgeon,
radiologist)
team
opting
best
“tailored”
individual
treatment.
Additionally,
contribute
enhancing
effectiveness
metabolomics–radiomics-based
promoting
identification
specific
HCC-pathogenetic
molecules
new
targets
realizing
therapeutic
regimens.
era
precision
medicine,
integrating
into
routine
practice
appears
promising
frontier,
opening
avenues
cancer
research
Language: Английский
Effects of Selected Food Additives on the Gut Microbiome and Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD)
Medicina,
Journal Year:
2025,
Volume and Issue:
61(2), P. 192 - 192
Published: Jan. 22, 2025
The
purpose
of
this
article
is
to
present
selected
food
additives
as
disruptors
normal
intestinal
homeostasis
with
a
potential
impact
on
the
development
metabolic
dysfunction-associated
steatotic
liver
disease
(MASLD).
A
comprehensive
literature
search
was
conducted
in
three
major
electronic
databases:
PubMed,
ScienceDirect,
and
Google
Scholar.
MASLD
prevalent
condition
that
closely
related
global
rise
obesity.
Its
pathogenesis
multifactorial,
genetic,
environmental,
factors
playing
key
role.
“multiple-hit”
hypothesis
suggests
Western-style
diet,
rich
ultra-processed
foods,
saturated
fats,
additives,
combined
low
physical
activity,
contributes
obesity,
which
promotes
lipid
accumulation
liver.
Recent
studies
underscore
role
impaired
MASLD.
Food
including
preservatives,
emulsifiers,
sweeteners,
affect
gut
health
function.
Selected
preservatives
inhibit
pathogenic
microorganisms
but
disrupt
microbiota,
leading
changes
permeability
dysfunction.
Some
emulsifiers
thickeners
can
cause
inflammation
alter
microbiome,
contributing
steatosis.
Furthermore,
use
sweeteners
such
sucralose
aspartame
has
been
linked
metabolism
microbial
composition,
turn
disorders.
Language: Английский
Inflammation in MASLD Progression and Cancer
Yeon Soo Kim,
No information about this author
Y. C. Park,
No information about this author
Hyunsoo Rho
No information about this author
et al.
JHEP Reports,
Journal Year:
2025,
Volume and Issue:
unknown, P. 101414 - 101414
Published: April 1, 2025
Language: Английский
Targeting Metabolism: Innovative Therapies for MASLD Unveiled
Weixin Wang,
No information about this author
Xin Gao,
No information about this author
Wei Niu
No information about this author
et al.
International Journal of Molecular Sciences,
Journal Year:
2025,
Volume and Issue:
26(9), P. 4077 - 4077
Published: April 25, 2025
The
recent
introduction
of
the
term
metabolic-dysfunction-associated
steatotic
liver
disease
(MASLD)
has
highlighted
critical
role
metabolism
in
disease’s
pathophysiology.
This
innovative
nomenclature
signifies
a
shift
from
previous
designation
non-alcoholic
fatty
(NAFLD),
emphasizing
condition’s
progressive
nature.
Simultaneously,
MASLD
become
one
most
prevalent
diseases
worldwide,
highlighting
urgent
need
for
research
to
elucidate
its
etiology
and
develop
effective
treatment
strategies.
review
examines
delineates
revised
definition
MASLD,
exploring
epidemiology
pathological
changes
occurring
at
various
stages
disease.
Additionally,
it
identifies
metabolically
relevant
targets
within
provides
summary
latest
targeted
drugs
under
development,
including
those
clinical
some
preclinical
stages.
finishes
with
look
ahead
future
therapy
goal
summarizing
providing
fresh
ideas
insights.
Language: Английский
Editorial: Inflammatory responses on the road from NASH to HCC: pathogenic mechanisms and possible therapeutic strategies
Frontiers in Immunology,
Journal Year:
2024,
Volume and Issue:
15
Published: Nov. 1, 2024
Non-alcoholic
fatty
liver
disease
(NAFLD)
was
recently
renamed
to
metabolic
dysfunctionassociated
(MASLD)
emphasize
the
dysfunctions
that
most
often
accompany
its
manifestation
[1].
MASLD
covers
a
spectrum
of
diseases,
ranging
from
simple
steatosis
dysfunction-associated
steatohepatitis
(MASH),
clinical
condition
characterized
by
steatosis,
hepatocellular
injury,
and
inflammation
with
or
without
fibrosis
MASH
can
further
progress
cirrhosis
and,
in
certain
fraction
patients,
carcinoma
(HCC)
[2].
Multiple
factors
sustain
transition
advanced
stages,
but
emerging
evidence
indicates
chronic
as
driving
force
underlying
process
Therefore,
understanding
cellular
molecular
mechanisms
responsible
for
inflammatory
responses
may
lay
foundations
treatments
counteract
complications.In
this
article
collection,
authors
summarized
recent
advances
concerning
modulation
associated
MASH.Growing
hepatokines
mediate
key
steps
MASLD/MASH
[3,4].
Foglia
colleagues
addressed
issue
exploring
pathological
implications
histidine-rich
glycoprotein
(HRG)
MASH-related
carcinogenesis.
HGR
is
which
interacts
several
molecules
modulates
essential
biological
processes
[5].
The
found
HRG
levels
increase
parallel
severity,
genetic
deletion
protects
mice
HCC
ecting
multiple
pathways.Hepatokines,
like
other
molecules,
e
ects
triggering
specific
receptors,
transduce
complex
signals
[6].
Apostolo
et
al.
reviewed
TAM
receptors
(Tyro
3,
Axl
MerTK)
HCC.
described
along
common
ligand
Growth
Arrest
Specific
(GAS)
6,
support
development
MASH.
Indeed,
Gas6/TAM
axis
stimulates
activation,
survival
proliferation
hepatic
stellate
cells
(HSCs).
TAM/Gas6
system
also
promotes
induction
signalling
pathways
involved
tumour
growth
dissemination.
Furthermore,
it
lead
resistance
sorafenib
cells,
so
much
pharmacological
targeting
restores
cell
sensitivity
sorafenib.
Grøndal
investigates
MASH,
observing
soluble
form
(sAxl)
preclinical
models
MASLD/MASH,
responses,
suggesting
sAxl
represent
an
early
marker
MASLD/MASH.
mechanistic
involvement
reporting
inhibition
reduces
fibrosis.
investigated
ameliorates
describing
has
immunomodulatory
action
lowering
expression
pro-inflammatory
mediators
abundance
NK
various
dendritic
(DC)
subsets.Besides
TAM,
additional
families
contribute
protease-activated
(PARs).
PARs
are
substrate
proteases
capable
cutting
extracellular
N-terminus
sequence,
becomes
agonist
themselves
[7].
Villano
Pontisso
current
available
data
on
PAR2
activation
drives
impairing
insulin
pathway
causing
(IR)
steatosis.
activating
HSCs.
supports
transformation
inhibiting
AMPK-mediated
autophagy
metastatization
via
PI3K/AKT
signaling
pathway.
Consistently,
antagonists
inhibit
experimental
MASH.MASH-associated
involve
immune
subsets
belonging
innate
adaptive
immunity
branches,
such
macrophages
(MFs),
(DCs),
NK/NKT
T/B-lymphocytes
[8][9][10].
These
influence
microenvironment
secreting
cyto/chemokines
mediating
progression
[11].
Saueret
analyzed
investigating
secretome
derived
di
erentially
polarized
human
primary
monocytes/macrophages
"classical"
stimuli
MFs
(TNF-α,
IL-4
IL13)
(IL-15)
fail
HSCs
vitro.
Conversely,
hyperactivation
phorbol
12-myristate
13-acetate
(PMA),
non-specific
agent,
strong
Overall,
these
results
reflect
nature
fibrogenic
suggest
act
vivo
HSCs.Pinto
Lukacs-Kornek
complexity
reviewing
contribution
DCs
disease.
They
emphasized
capacity
interact
initiate
acting
antigen-presenting
both
T
B-lymphocytes.
However,
they
have
brought
light
controversial
currently
existing
related
precise
remains
poorly
defined,
investigations
needed.The
represents
crucial
mechanism
[12].
governing
reciprocal
interactions
between
still
characterized.
Provera
role
costimulatory
ICOS
(ICOS-L),
finding
possible
crosstalk
CD8
+
T-lymphocytes
TREM2
monocyte-derived
(MoMFs)
then
observed
disruption
ICOS/ICOS-L
improves
histological
features
faction
MoMFs.
MoMFs
mediated
dyad
pool
MoMFs,
contributing
MASH.Altogether,
discussed
present
research
topic
summarize
elaborate
corroborated
view
critical
player
progression.
Finally,
highlighted
potential
biomarkers
targets
exploitable
fighting
Language: Английский