Advances in Starch-Based Nanocomposites for Functional Food Systems: Harnessing AI and Nuclear Magnetic Resonance Technologies for Tailored Stability and Bioactivity
Yue Sun,
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Ziyu Wang,
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Jian Ye
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et al.
Foods,
Journal Year:
2025,
Volume and Issue:
14(5), P. 773 - 773
Published: Feb. 24, 2025
Starch-based
nanocomposites
(SNCs)
are
at
the
forefront
of
innovations
in
food
science,
offering
unparalleled
opportunities
for
enhancing
stability,
bioactivity,
and
overall
functionality
systems.
This
review
delves
into
potential
SNCs
to
address
contemporary
challenges
formulation,
focusing
on
synergistic
effects
their
components.
By
integrating
cutting-edge
technologies,
such
as
artificial
intelligence
(AI)
nuclear
magnetic
resonance
(NMR),
we
explore
new
avenues
precision,
predictability,
SNCs.
AI
is
applied
optimize
design
SNCs,
leveraging
predictive
modeling
fine-tune
material
properties
streamline
production
processes.
The
role
NMR
also
critically
examined,
with
particular
emphasis
its
capacity
provide
high-resolution
structural
insights,
monitor
stability
over
time,
elucidate
molecular
interactions
within
matrices.
Through
detailed
examples,
highlights
impact
unraveling
complex
behaviors
bioactive
compounds
encapsulated
Additionally,
discuss
integration
functional
assays
AI-driven
analytics
assessing
bioactivity
sensory
these
systems,
providing
a
robust
framework
rational
advanced
products.
synergy
between
AI,
NMR,
opens
pathways
developing
tailored,
high-performance
formulations
that
both
health
consumer
preferences.
Language: Английский
An Industry Perspective on the Use of Novel Excipients in Lipid Nanoparticles—Nonclinical Considerations
International Journal of Toxicology,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 4, 2025
Nucleic
acid
drug
delivery
with
lipid
nanoparticle
(LNP)
formulations
has
enabled
the
development
of
novel
therapeutics
and
vaccines.
LNP
are
composed
both
naturally
occurring
synthetic
excipients.
This
perspective
shares
current
practices
in
nonclinical
safety
assessment
excipients
contained
identifies
gaps
regulatory
guidance
on
this
topic.
There
is
no
globally
harmonized
for
or
specific
to
testing
LNPs.
Given
complexity
these
formulations,
most
studies
support
conducted
product
a
that
contains
non-active
cargo.
Three
case
(Onpattro®,
Comirnaty®,
SpikeVax®)
highlight
assessments
may
differ
depending
encapsulated
modality,
intended
use
(e.g.,
therapeutic
versus
preventative
vaccine),
dose,
frequency
dosing.
These
also
suggest
agencies
open
scientific
rationale
justify
why
certain
tests
should
not
be
performed.
As
more
products
approved,
it
will
important
understand
how
precedents
set
approved
can
leveraged
what
additional
unique
strategies
applied
ensure
predictive,
relevant,
meaningful
human
safety.
Proactive
alignment
authorities
critical
context,
especially
as
new
approaches
proposed.
Guidance
documents
need
revised
created
experience
acquired
reflect
considerations
Language: Английский