Biological AIE Molecules: Innovations in Synthetic Design and AI‐Driven Discovery
Advanced Biology,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 17, 2025
Abstract
Biological
aggregation
‐induced
emission
(AIE)
molecules
offer
significant
advantages
over
synthetic
organic
fluorophores,
particularly
in
biocompatibility,
environmental
sustainability,
and
properties
biological
systems.
Derived
from
biomolecules
such
as
peptides,
proteins,
nucleic
acids,
AIE
hold
great
promise
for
applications
biosensing,
bioimaging,
target
drug
delivery.
This
review
explores
the
design
principles,
mechanistic
insights,
functional
of
whiles
highlighting
role
artificial
intelligence
(AI)
accelerating
their
discovery
optimization.
AI‐driven
approaches,
including
machine
learning
computational
modeling,
are
transforming
identification
synthesis
by
enabling
precise
structural
modifications
enhanced
fluorescence
efficiency.
These
advancements
paving
way
integration
next‐generation
smart
biomedical
devices,
personalized
medicine
sustainable
technological
applications.
Emerging
trends,
hybrid
biomaterials,
Ai‐guided
molecular
engineering,
advanced
imaging
techniques,
expanding
scope
healthcare
monitoring.
The
synergy
between
AI
is
unlocking
new
frontiers
technology,
transformative
material
science
applications,
shaping
future
fluorescence‐
based
diagnostics
therapeutics.
Язык: Английский
Is there a continued need for behavioral pharmacology in the discovery and development of medicines?
Journal of Pharmacology and Experimental Therapeutics,
Год журнала:
2025,
Номер
unknown, С. 103571 - 103571
Опубликована: Апрель 1, 2025
Язык: Английский
Role of Nanomedicine in Transforming Pharmacotherapy for Substance Use Disorder (SUD)
Wiley Interdisciplinary Reviews Nanomedicine and Nanobiotechnology,
Год журнала:
2025,
Номер
17(2)
Опубликована: Март 1, 2025
ABSTRACT
The
field
of
nanomedicine
offers
revolutionary
potential
to
reshape
the
discovery
and
development
therapeutics
for
diverse
human
diseases.
However,
its
application
has
been
limited
in
improving
Substance
Use
Disorders
(SUDs),
which
represent
a
profound
public
health
crisis,
including
major
types
such
as
opioid,
alcohol,
stimulant,
cannabis
use
disorders.
Pharmacotherapy,
cornerstone
SUD
management,
reduced
morbidity,
mortality,
societal
impact
addiction,
though
efficacy
ranged
from
none
moderate.
Thus,
there
is
unmet
need
transform
pharmacotherapy
curb
epidemic
addiction.
This
article
explores
roles
nanomedicine‐inspired
precision‐targeted
drug
delivery,
sustained
release,
combination
therapies
increase
therapeutic
minimize
side
effects.
Additionally,
it
discusses
innovative
mechanisms
that
align
with
neurobiological
complexities
addiction
synergistic
approaches
integrate
behavioral
interventions,
device‐based
therapies,
emerging
modalities
immunotherapy
neurostimulation.
Despite
these
advancements,
barriers
treatment
accessibility,
adherence
challenges,
inequitable
resource
distribution
persist,
particularly
underserved
populations.
By
harnessing
transformative
capabilities
integrating
into
holistic,
equitable,
personalized
care
frameworks,
this
review
highlights
path
forward
revolutionize
landscape.
underscores
continued
nano‐SUD
research
strategies
alleviate
substantial
burden
on
individuals,
families,
society.
Язык: Английский