The future of pharmaceuticals: Artificial intelligence in drug discovery and development
Chen Fu,
No information about this author
Qi Chen
No information about this author
Journal of Pharmaceutical Analysis,
Journal Year:
2025,
Volume and Issue:
unknown, P. 101248 - 101248
Published: Feb. 1, 2025
Language: Английский
A new paradigm for drug discovery in the treatment of complex diseases: drug discovery and optimization
Chinese Medicine,
Journal Year:
2025,
Volume and Issue:
20(1)
Published: March 24, 2025
Abstract
In
the
past,
drug
research
and
development
has
predominantly
followed
a
"single
target,
single
disease"
model.
However,
clinical
data
show
that
single-target
drugs
are
difficult
to
interfere
with
complete
disease
network,
prone
develop
resistance
low
safety
in
use.
The
proposal
of
multi-target
therapy
(also
known
as
"cocktail
therapy")
provides
new
approach
for
discovery,
which
can
affect
reduce
adverse
reactions
by
regulating
multiple
targets.
Natural
products
an
important
source
innovative
development,
more
than
half
approved
small
molecule
related
natural
products.
there
many
challenges
process
products,
such
active
screening,
target
identification
preclinical
dosage
optimization.
Therefore,
how
good
from
always
been
challenge.
This
article
summarizes
applications
shortcomings
technologies
product
bioactivity
clarify
mode
action
(direct/indirect
target),
dose
Moreover,
response
faced
trend
interdisciplinary
multi-technology
integration,
strategy
"active
substances
—
optimization"
is
proposed
solve
key
dimensions
levels.
Language: Английский
Phosphodiesterase‑5 inhibitors and Alzheimer’s disease; a meta‑analysis on clinical studies
Published: April 7, 2025
Abstract
To
evaluate
the
potential
therapeutic
benefits
of
phosphodiesterase-5
inhibitors
(PDE5Is)
on
Alzheimer’s
disease
(AD),
electronic
databases
Embase,
Scopus,
and
Medline
were
systematically
searched
from
inception
to
March
18th,
2024.
Studies
assessing
association
between
use
PDE5Is
AD
incidence
included.
Random-effects
model
restricted
maximum
likelihood
estimator
was
used
pool
data.
Seven
studies
reviewed
comprising
4,833,558
individuals,
which
348,546
received
treatment
with
one
PDE5Is.
Pooled
hazard
ratios
(HR)
for
incidence,
comparing
no
drug
(HR
=
0.47,
95%
CI
0.26–0.82,
p
-value:
0.01),
or
drugs
not
in
trial
0.41,
0.33–0.52,
<0.01)
calculated.
Synthesized
evidence
indicates
administration
is
associated
risk
reduction,
supporting
conduct
phase
3
clinical
trials.
Language: Английский
The Emerging Role of Phosphodiesterase 5 Inhibition in Neurological Disorders: The State of the Art
Cells,
Journal Year:
2024,
Volume and Issue:
13(20), P. 1720 - 1720
Published: Oct. 17, 2024
Growing
evidence
suggests
that
neuroinflammation
is
not
just
a
consequence
of
neurodegeneration
in
pathologies
such
as
Alzheimer’s
disease,
Parkinson’s
Huntington’s
disease
or
Amyotrophic
lateral
sclerosis,
but
it
rather
determinant
factor,
which
plays
pivotal
role
the
onset
and
progression
these
disorders.
Neuroinflammation
can
affect
cells
processes
central
nervous
system
(CNS)
well
immune
cells,
might
precede
protein
aggregation,
hallmark
neurodegenerative
process.
Standard
treatment
methods
are
far
from
being
able
to
counteract
inflammation
delay
neurodegeneration.
Remarkably,
phosphodiesterase
5
inhibitors
(PDE5is),
represent
potent
vasoactive
drugs
used
first-line
for
erectile
dysfunction
(ED),
display
important
anti-inflammatory
effects
through
cyclic
guanosine
monophosphate
(cGMP)
level
stabilization.
Since
PDE5
hydrolyzes
cGMP,
several
studies
positioned
therapeutic
target,
more
specifically,
PDE5is
potential
alternative
strategies
variety
neurological
Indeed,
limit
enhance
synaptic
plasticity,
with
beneficial
on
cognitive
function
memory.
The
aim
this
review
provide
an
overview
some
main
underlying
may
be
targets
PDE5is,
focusing
sildenafil,
most
extensively
studied.
Current
using
PDEis
diseases
will
summarized.
Language: Английский
Phosphodiesterase-5 Inhibitors and Dementia Risk: A Real-World Study
Neuroepidemiology,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 10
Published: June 27, 2024
Biological
and
scarce
epidemiological
evidence
suggested
that
phosphodiesterase-5
inhibitors
(PDE5i)
might
reduce
dementia
risk.
We
aimed
to
examine
the
association
between
PDE5i
using
real-world
data.
Language: Английский
The Protective Effect of Uridine in a Rotenone-Induced Model of Parkinson’s Disease: The Role of the Mitochondrial ATP-Dependent Potassium Channel
International Journal of Molecular Sciences,
Journal Year:
2024,
Volume and Issue:
25(13), P. 7441 - 7441
Published: July 6, 2024
The
effect
of
the
modulators
mitochondrial
ATP-dependent
potassium
channel
(mitoKATP)
on
structural
and
biochemical
alterations
in
substantia
nigra
brain
tissues
was
studied
a
rat
model
Parkinson’s
disease
induced
by
rotenone.
It
found
that,
experimental
parkinsonism
accompanied
characteristic
motor
deficits,
both
neurons
myelin
sheath
nerve
fibers
were
affected.
Changes
energy
ion
exchange
mitochondria
also
revealed.
nucleoside
uridine,
which
is
source
for
synthesis
mitoKATP
opener
uridine
diphosphate,
able
to
dose-dependently
decrease
behavioral
disorders
prevent
death
animals,
occurred
about
50%
animals
model.
Uridine
prevented
disturbances
redox,
energy,
exchanges
mitochondria,
eliminated
their
structure
nigra.
Cytochemical
examination
showed
that
restored
indicators
oxidative
phosphorylation
glycolysis
peripheral
blood
lymphocytes.
specific
blocker
channel,
5-hydroxydecanoate,
positive
effects
suggesting
this
involved
neuroprotection.
Taken
together,
these
findings
indicate
promise
using
natural
metabolite
as
new
drug
and,
possibly,
stop
progression
disease.
Language: Английский
Phosphodiesterase-5 Inhibitors and Dementia Risk: Confounding by Indication in Real-World Studies
Che-Yuan Wu,
No information about this author
Walter Swardfager
No information about this author
Journal of Alzheimer s Disease,
Journal Year:
2024,
Volume and Issue:
100(4), P. 1161 - 1163
Published: July 6, 2024
Pharmacoepidemiologic
studies
using
routinely
collected
data
allow
researchers
to
propose
drugs
for
repurposing
trials
dementia
prevention
or
treatment.
A
recent
cohort
study
reported
a
54%
lower
risk
among
users
of
sildenafil
compared
certain
cardiovascular
medications.
We
caution
that
"confounding
by
indication"
can
arise
when
outcomes
are
between
drug
interest
and
an
inappropriate
comparator.
Here,
we
emphasize
important
considerations
in
selecting
active
assess
the
implications
substantial
confounding
indication
pharmacoepidemiologic
linking
phosphodiesterase-5
inhibitors
risk.
Language: Английский