Extract optimization of Ulva lactuca L. and biological activities of optimized extracts
BMC Biotechnology,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: March 4, 2025
Algae
are
microscopic
or
macroscopic
organisms
that
can
photosynthesize
and
found
in
both
freshwater
saltwater
ecosystems
considered
one
of
the
cornerstones
life.
In
our
study,
biological
activities
extracts
produced
under
extract
conditions
provided
highest
activity
Ulva
lactuca
L.
were
determined.
Two
different
methods,
Response
Surface
Method
(RSM)
Artificial
Neural
Network-Genetic
Algorithm
(ANN-GA)
integration
used
for
optimization.
this
context,
optimum
determined
as
54.940
˚C
temperature,
6.513
h,
42.109
ethanol/water
ratio
according
to
RSM
method
56.286
7.2793
36.8625
ANN-GA.
The
antioxidant
optimized
evaluated
by
Rel
Assay
kits,
DPPH
FRAP
methods.
Anticholinesterase
testing
against
acetylcholinesterase
butyrylcholinesterase
enzymes.
addition,
antiproliferative
effects
examined
A549
lung
cancer
cell
line
phenolic
compound
contents
analyzed
LC-MS/MS.
As
a
result
analyzes,
it
was
seen
obtained
from
recommended
ANN-GA
exhibited
higher
activities.
Optimized
U.
have
potential
terms
total
value
6.272
±
0.024
mmol/L.
showed
strong
cytotoxic
line.
gallic
acid,
4-hydroxybenzoic
caffeic
vanillic
syringic
quercetin
kaempferol
algae
conditions.
detected
acid.
addition
all
these
properties,
has
anticholinesterase
study.
conclusion,
attract
attention
with
their
well
be
source
treatment
management
neurological
diseases.
Language: Английский
Bioactivity of Juglans regia kernel extracts optimized using response surface method and artificial neural Network-Genetic algorithm integration
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: March 15, 2025
Abstract
In
this
study,
the
biological
activities
of
extracts
obtained
under
optimum
extraction
conditions
kernel
part
Juglans
regia
L.
were
determined.
Two
different
methods,
Response
Surface
Method
(RSM)
and
Artificial
Neural
Network-Genetic
Algorithm
(ANN-GA)
integration,
used
for
optimization.
The
antioxidant
capacity
extract
suggested
by
two
methods
was
evaluated
Rel
Assay
kits,
DPPH
FRAP
methods.
Anticholinesterase
optimized
measured
action
acetylcholinesterase
butyrylcholinesterase
enzymes.
Antiproliferative
effects
tested
on
A549
lung
cancer
cell
line.
Phenolic
compounds
analyzed
LC-MS/MS.
It
determined
that
both
exhibited
strong
against
line
depending
concentration
increase.
addition,
it
acetyl
inhibition
activity
close
to
galantamine
as
a
standard.
extracts,
13
including
gallic
acid,
catechinhyrate,
4-hydroxybenzoic
caffeic
vanillic
syringic
2-hydoxycinamic
resveratrol,
myricetin,
quercetin,
kaempferol,
protocatechuic
acid
2-hyroxy1,4
naphthaquinone
identified.
predicted
ANN-GA
higher
in
general.
Language: Английский
Determination of optimum extract conditions and evaluation of biological activity potential of Salvia cilicica Boiss
Scientific Reports,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: March 18, 2025
Plants
are
important
natural
resources
used
for
many
purposes.
They
especially
stand
out
with
their
medical
potential.
In
this
study,
the
extract
conditions
showing
highest
biological
activity
were
optimized
using
artificial
intelligence
application
of
Salvia
cilicica
Boiss.
Then,
activities
determined.
Response
Surface
Method
was
optimization.
Using
Box-Behnken
experimental
design,
antioxidant
capacities
extracts
evaluated
through
Rel
Assay
TAS
and
TOS
kits,
as
well
DPPH
FRAP
methods.
Anticholinesterase
assessed
by
measuring
acetyl-
butyrylcholinesterase
enzyme
activities.
Total
phenolic
content
quantified
Folin-Ciocalteu
reagent,
while
total
flavonoid
analyzed
via
aluminum
chloride
assay.
The
antiproliferative
potential
examined
against
A549
lung
cancer
cell
line,
compounds
identified
an
LC-MS/MS
system.
Optimization
results
indicated
that
ideal
extraction
parameters
45.890
°C,
7.730
h,
a
96.431
ethanol-to-water
ratio.
obtained
under
these
exhibited
value
7.461
±
0.065
mmol/L,
5.630
0.163
µmol/L,
OSI
0.075
0.002.
contents
measured
97.681
1.076
mg/g
113.067
0.621
mg/g,
respectively.
reached
70.669
0.199
determined
53.208
0.427
mg/g.
Furthermore,
anti-AChE
anti-BChE
recorded
at
12.93
0.72
µg/mL
25.87
1.44
µg/mL,
demonstrated
notable
cytotoxicity
line.
Additionally,
10
distinct
in
plant.
These
findings
highlight
significant
S.
optimal
conditions,
suggesting
its
valuable
resource
pharmacological
applications.
Language: Английский
Optimization of Phellinus hartigii extracts: Biological activities, and phenolic content analysis
BMC Complementary Medicine and Therapies,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: March 25, 2025
Medicinal
mushrooms
are
sources
of
natural
substances
with
diverse
biological
functions.
The
study
evaluated
the
activity
Phellinus
hartigii
(Allesch.
&
Schnabl)
Pat.
and
optimized
extraction
conditions
to
maximize
its
bioactive
potential.
Extraction
was
performed
using
a
Soxhlet
apparatus
under
varying
conditions:
temperatures
(30,
50,
70
°C),
durations
(1,
5.5,
10
h),
ethanol/water
ratios
(0%,
50%,
100%).
Total
antioxidant
status
(TAS)
analyzed
across
17
experiments,
optimal
were
identified
response
surface
methodology
(RSM).
Extracts
from
further
for
capacity
(Rel
assay
kits,
DPPH,
FRAP),
anticholinesterase
(acetyl-
butyrylcholinesterase
inhibition),
antiproliferative
(A549
lung
cancer
cell
line),
total
phenolic
content
(Folin-Ciocalteu
method),
compound
profile
(LC–MS/MS).
Optimal
determined
be
48.22
˚C,
9.04
h,
an
ratio
52.22%.
extract
exhibited
significant
effects
against
A549
cells,
increasing
in
concentration-dependent
manner.
inhibition
values
(IC50)
acetylcholinesterase
21.29
±
0.41
35.51
0.53
μg/mL,
respectively.
TPC
(total
content)
value
as
88.21
1.50
mg/g,
FRAP
137.81
1.72
DPPH
106.07
2.44
TOS
oxidant
status)
9.27
0.06
µmol/L,
TAS
4.98
0.03
mmol/L
OSI
(oxidative
stress
index)
0.19
0.002.
LC–MS/MS
analysis
nine
compounds,
gallic
acid
catechin
hydrate
most
abundant.
P.
obtained
demonstrated
substantial
antioxidant,
anticholinesterase,
activities,
highlighting
therapeutic
Language: Английский
Extract optimization and biological activities of Otidea onotica using Artificial Neural Network-Genetic Algorithm and response surface methodology techniques
BMC Biotechnology,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: March 28, 2025
In
this
study,
the
biological
activities
of
Otidea
onotica
were
investigated
using
two
optimization
methods,
Response
Surface
Methodology
(RSM)
and
Artificial
Neural
Network-Genetic
Algorithm
(ANN-GA).
The
extracts
tested
for
phenolic
content,
antioxidant
potential,
acetylcholinesterase
butyrylcholinesterase
inhibitory
antiproliferative
effects
against
A549
lung
cancer
cell
line.
results
show
that
obtained
by
ANN-GA
exhibited
higher
activity
compared
to
RSM
had
total
status
(TAS),
DPPH
FRAP
values.
Phenolic
content
analysis
revealed
eight
compounds
with
highest
concentrations
caffeic
acid
(in
extract)
gallic
extract),
respectively.
Both
showed
strong
cytotoxic
cells
depending
on
concentration,
extract
showing
activity.
Our
study
provides
important
findings
therapeutic
potential
O.
particularly
reveals
method
plays
an
role
in
increasing
can
be
used
treatment
neurodegenerative
diseases
future
techniques
offer
effective
strategy
enriching
contents.
Language: Английский
Biological activity potential of Thalictrum orientale: antioxidant, anticholinesterase, and antiproliferative effects
Artvin Çoruh Üniversitesi Orman Fakültesi Dergisi,
Journal Year:
2025,
Volume and Issue:
26(1), P. 222 - 229
Published: May 15, 2025
Plants
are
among
the
important
natural
resources
in
terms
of
biological
activity.
In
this
study,
activity
Thalictrum
orientale
species
was
evaluated
comprehensively.
For
purpose,
ethanol
extract
plant
obtained
by
Soxhlet
extraction
method.
To
determine
antioxidant
capacity,
total
status
(TAS)
and
oxidant
(TOS)
were
analyzed
using
Rel
Assay
kits.
Anticholinesterase
determined
measuring
acetylcholinesterase
(AChE)
butyrylcholinesterase
(BChE)
enzyme
activities.
addition,
antiproliferative
on
A549
lung
cancer
cell
line.
As
a
result
analyzes,
TAS
value
as
5.413±0.149
mmol/L,
TOS
8.300±0.056
µmol/L
oxidative
stress
index
(OSI)
0.154±0.004.
Within
scope
anticholinesterase
activity,
AChE
inhibition
35.41±1.88
µg/mL
BChE
58.63±1.24
µg/mL.
It
observed
that
effect
increased
direct
proportion
to
increase
concentration.
The
findings
show
has
high
potential
antioxidant,
Language: Английский