Female reproductive disease, endometriosis: From inflammation to infertility
Molecules and Cells,
Journal Year:
2024,
Volume and Issue:
unknown, P. 100164 - 100164
Published: Nov. 1, 2024
Language: Английский
Artificial intelligence predicts pregnancy complications based on cytokine profiles
The Journal of Maternal-Fetal & Neonatal Medicine,
Journal Year:
2025,
Volume and Issue:
38(1)
Published: May 8, 2025
Early
prediction
of
pregnancy
complications
is
important
for
adequate
and
timely
prevention,
management,
reducing
maternal/fetal
pathogenesis.
To
study
the
prognostic
value
cytokines
as
predictors
using
unbiased
artificial
intelligence/machine
learning
(AI/ML)
methods.
For
this
study,
we
used
our
previously
published
data
on
127
women
with
97
a
history
normal
delivery
undergoing
delivery.
A
panel
seven
were
analyzed
from
activated
peripheral
blood
mononuclear
cells
(PBMC).
AI/ML
methods
such
kNN,
SVM,
decision
tree,
ensemble
classification
applied
to
explore
possible
use
compare
predict
gestation
opposed
different
recurrent
spontaneous
miscarriage
(RSM),
preterm
(PTD),
pregnancy-induced
hypertension
(PIH),
premature
rupture
fetal
membranes
(PROM).
The
examined
cytokine
levels
in
various
conditions,
revealing
significant
differences,
particularly
IL-2
IFN-γ,
across
age-matched
comparisons.
Additionally,
binary
tasks
demonstrated
notable
accuracies
f-measures
methodologies
Ensemble
(Bagged),
QDA,
SVM
(Cubic),
showcasing
their
effectiveness
distinguishing
between
complications.
provides
machine
learning-based
methodology
based
produced
by
cells.
Language: Английский
Berberine Alleviates Uterine Inflammation in Rats via Modulating the TLR-2/p-PI3K/p-AKT Axis
Rawan H. Hareeri,
No information about this author
Amal Hofni
No information about this author
International Immunopharmacology,
Journal Year:
2024,
Volume and Issue:
141, P. 112931 - 112931
Published: Aug. 14, 2024
Uterine
inflammation
affects
8%
of
women
in
the
United
States
and
32%
developing
nations,
often
caused
by
uncontrolled
oxidative
stress.
This
condition
significantly
impacts
women's
health,
productivity,
quality
life,
increases
risk
related
morbidities
leading
to
higher
healthcare
costs.
Research
now
focuses
on
natural
antioxidants
anti-inflammatory,
particularly
berberine
(BBR),
an
isoquinoline
alkaloid
known
for
its
antioxidant,
antiapoptotic
activities.
The
present
study
sought
examine
potential
therapeutic
efficacy
BBR
against
uterine
induced
intrauterine
infusion
iodine
(I
Language: Английский
Genital tuberculosis: A silent contributor to infertility and adverse pregnancy outcomes
Mudra Sikenis,
No information about this author
B. L. Prajapati,
No information about this author
Ashutosh Kumar Singh
No information about this author
et al.
Journal of Reproductive Healthcare and Medicine,
Journal Year:
2024,
Volume and Issue:
5, P. 17 - 17
Published: Dec. 31, 2024
Genital
tuberculosis
(GTB)
is
a
significant
yet
often
unnoticed
reason
for
infertility,
disproportionately
affecting
women
in
areas
with
high
burden
of
(TB).
Notwithstanding
its
considerable
effect
on
reproductive
health,
GTB
remains
underdiagnosed
due
to
inconspicuous
clinical
presentation
and
the
limits
existing
diagnostic
tools.
This
review
gives
top-to-bottom
examination
epidemiological
patterns
physiological
impacts
GTB,
featuring
intricate
interchange
between
illness
infertility.
The
discussion
envelops
complex
difficulties
diagnosing
GTB-associated
which
incorporate
nonspecific
symptoms,
absence
delicate
explicit
tests,
potential
misdiagnosis
other
gynecological
conditions.
Furthermore,
we
investigate
ongoing
pharmacological
medications
used
treat
focusing
their
efficacy,
limitations,
emergence
drug-resistant
TB
strains
that
complicate
treatment
outcomes.
Language: Английский