Unveiling the molecular mechanisms of stigmasterol on diabetic retinopathy: BNM framework construction and experimental validation
Hongrong Zhang,
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Yufan Li,
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Qi Xu
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et al.
Frontiers in Medicine,
Journal Year:
2025,
Volume and Issue:
12
Published: May 9, 2025
Background
Diabetic
retinopathy
(DR),
one
of
the
most
common
complications
diabetes,
severely
impacts
patients’
quality
life.
The
combined
use
traditional
Chinese
medicines
Astragalus,
Fructus
ligustris,
and
Cornus
officinalis
has
yielded
considerable
therapeutic
effects
in
clinical
DR
treatment.
Methods
In
this
study,
a
multimodule
framework
(BNM)
encompassing
bioinformatics,
network
pharmacology,
machine
learning
(ML)
based
on
molecular
fingerprints
was
innovatively
developed
to
thoroughly
investigate
mechanisms
medicine
treating
DR.
Results
A
total
40
active
components
12
core
targets
were
identified.
Enrichment
analysis
identified
key
pathways
such
as
VEGF
signaling
pathway,
TNF
pathway
HIF-1
pathway.
Prediction
models
using
targets,
PPARG,
constructed
from
GEO
database
validated
via
immune
infiltration
docking,
revealing
that
PPARG
may
be
potential
target
for
Moreover,
component
medicine,
stigmasterol,
ML
model
fingerprints.
vivo
experiments
demonstrated
stigmasterol
can
regulate
glucose
lipid
metabolism,
improve
systemic
inflammatory
levels,
ameliorate
ocular
vascular
changes
by
modulating
expression
PPARG.
Conclusion
BNM
suggests
an
important
treatment
DR,
with
its
mechanism
potentially
related
VEGF/VEGFR
Language: Английский
Modulation of Lipogenesis by Tetracarpidium conophorum Nuts via SREBP-1/ACCA-1/FASN Inhibition in Monosodium-Glutamate-Induced Obesity in Rats
Natural Product Communications,
Journal Year:
2025,
Volume and Issue:
20(5)
Published: May 1, 2025
Objectives
This
study
aimed
to
investigate
the
modulatory
effects
of
Tetracarpidium
conophorum
(African
walnut)
nuts
on
lipogenesis
in
adipocytes
and
hepatocytes
by
targeting
SREBP-1/ACCA-1/FASN
signaling
axis,
which
plays
a
pivotal
role
obesity-associated
lipid
metabolism.
Methods
Obesity
was
induced
rats
over
36
weeks,
after
groups
were
treated
with
whole
extract
(WE),
ethyl
acetate
fraction
(EA),
residue
(RES)
T.
nuts,
or
Orlistat
(5.14
mg/kg).
Post-treatment,
hepatic
adipose
tissues
collected
analyzed
for
gene
expression
levels
SREBP-1,
ACCA-1,
FASN
using
PCR.
Additionally,
GC-MS-identified
compounds
from
nut
extracts
subjected
molecular
docking
against
target
proteins,
their
drug-likeness
ADMET
profiles
evaluated.
Results
Treatment
WE,
EA,
RES
significantly
downregulated
SREBP-1
both
compared
obese
control.
ACCA-1
tissue
not
affected,
but
overexpression
attenuated
WE
(p
<
0.05),
EA
0.01),
0.01).
Molecular
revealed
strong
binding
affinities
stable
interactions
between
bioactive
proteins.
Notably,
6-Isopropenyl-4,8a-dimethyl-4a,5,6,7,8,8a-hexahydro-1H-naphthalen-2-one
exhibited
strongest
(−7.7
kcal/mol),
(−7.2
(−7.8
outperforming
(−5.9
−6.2
kcal/mol).
Drug-likeness
assessments
predictions
supported
therapeutic
potential
compounds.
Conclusion
demonstrate
significant
anti-obesity
through
inhibition
via
downregulation
pathway,
specific
showing
promising
pharmacokinetic
properties.
Language: Английский
Camellia sinensis L. (Green Tea): Bioactive Compounds and Pharmacological Properties – A Comprehensive Review
Hop and Medicinal Plants,
Journal Year:
2024,
Volume and Issue:
32(1-2), P. 102 - 118
Published: Dec. 26, 2024
Medicinal
plants
have
become
increasingly
preferred
over
drugs
due
to
the
sense
of
well-being
they
promote,
thanks
their
rich
content
in
bioactive
compounds
with
many
health
benefits,
as
well
lack
adverse
effects
compared
pharmaceuticals.
At
same
time,
can
relieve
symptoms
some
conditions
and
also
contribute
prevention
various
chronic
diseases,
including
obesity,
diabetes,
cancer.
Camellia
sinensis
L.,
known
plant
from
which
green,
black,
oolong
teas
are
obtained,
other
varieties,
is
one
most
famous
medicinal
plants,
bringing
a
multitude
benefits
human
body,
mainly
through
its
leaves,
largest
proportion
being
represented
by
catechins,
type
polyphenol
recognized
for
strong
antioxidant
properties.
EGCG
(epigallocatechin
gallate),
important
abundant
catechin,
ability
neutralize
free
radicals
reduce
oxidative
stress.Although
less
studied,
flowers
this
found
along
unique
but
others
multiple
therapeutic
Research
indicates
that
regular
consumption
green
tea
(Camellia
L.)
significantly
enhances
life
quality
promotes
longevity
lowering
risk
cardiovascular
diseases
certain
types
cancer,
colorectal
gastric
cancers.
Language: Английский