Computational Methods for Modeling Lipid-Mediated Active Pharmaceutical Ingredient Delivery
Molecular Pharmaceutics,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 29, 2025
Lipid-mediated
delivery
of
active
pharmaceutical
ingredients
(API)
opened
new
possibilities
in
advanced
therapies.
By
encapsulating
an
API
into
a
lipid
nanocarrier
(LNC),
one
can
safely
deliver
APIs
not
soluble
water,
those
with
otherwise
strong
adverse
effects,
or
very
fragile
ones
such
as
nucleic
acids.
However,
for
the
rational
design
LNCs,
detailed
understanding
composition-structure-function
relationships
is
missing.
This
review
presents
currently
available
computational
methods
LNC
investigation,
screening,
and
design.
The
state-of-the-art
physics-based
approaches
are
described,
focus
on
molecular
dynamics
simulations
all-atom
coarse-grained
resolution.
Their
strengths
weaknesses
discussed,
highlighting
aspects
necessary
obtaining
reliable
results
simulations.
Furthermore,
machine
learning,
i.e.,
data-based
approach
to
lipid-mediated
introduced.
data
produced
by
experimental
theoretical
provide
valuable
insights.
Processing
these
help
optimize
LNCs
better
performance.
In
final
section
this
Review,
computer
reviewed,
specifically
addressing
compatibility
Language: Английский
Systematic Approach to Parametrization of Disaccharides for the Martini 3 Coarse-Grained Force Field
Journal of Chemical Information and Modeling,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 17, 2025
Sugars
are
ubiquitous
in
biology;
they
occur
all
kingdoms
of
life.
Despite
their
prevalence,
have
often
been
somewhat
neglected
studies
structure-dynamics-function
relationships
macromolecules
to
which
attached,
with
the
exception
nucleic
acids.
This
is
largely
due
inherent
difficulties
not
only
studying
conformational
dynamics
sugars
using
experimental
methods
but
indeed
also
resolving
static
structures.
Molecular
(MD)
simulations
offer
a
route
prediction
ensembles
and
time-dependent
behavior
glycosylated
macromolecules.
However,
at
all-atom
level
detail,
MD
too
computationally
demanding
allow
systematic
investigation
molecular
interactions
systems
interest.
To
overcome
this,
large
scale
complex
biological
profited
from
advances
coarse-grained
(CG)
simulations.
Perhaps
most
widely
used
CG
force
field
for
biomolecular
Martini.
Here,
we
present
parameter
set
glucose-
mannose-based
disaccharides
Martini
3.
The
generation
parameters
atomistic
trajectories
automated
as
fully
possible,
where
provide
details
protocol
manual
intervention.
Language: Английский
Improved Free-Energy Estimates for the Permeation of Bulky Antibiotic Molecules through Porin Channels Using Temperature-Accelerated Sliced Sampling
Journal of Chemical Theory and Computation,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 12, 2025
The
estimation
of
accurate
free
energies
for
antibiotic
permeation
via
the
bacterial
outer-membrane
porins
has
proven
to
be
challenging.
Atomistic
simulations
process
suffer
from
sampling
issues
that
are
typical
systems
with
complex
and
slow
dynamics,
even
application
advanced
methods.
Ultimately,
objective
is
obtain
potential
mean
force
(PMF)
a
large
set
antibiotics
predict
rates.
Therefore,
computational
expense
becomes
an
important
criterion
as
well.
Simulation
studies
on
similar
processes
have
shown
both
scheme
employed
procedure
used
generation
initial
states
can
critically
affect
quality
estimates
obtained
respective
overhead.
temperature-accelerated
sliced
method
(TASS)
been
partly
address
efficient
degrees
freedom
by
enabling
simultaneous
biasing
number
collective
variables.
In
this
work,
we
investigate
effect
input
conformations
convergence
free-energy
TASS
simulations.
particular,
compare
steered
molecular
dynamics
(MD)-based
in
previous
Monte
Carlo
pathway
search
method,
which
approximate
trajectories
minimum
perturbation
protein
channel.
We
tested
different
setups
enrofloxacin
through
OmpK35
OmpE35.
best
setup
shows
improved
agreement
between
independent
PMFs
cases
at
much
lower
cost.
Language: Английский
Polymyxin B1 in the E. coli inner membrane: a complex story of protein and lipopolysaccharide mediated insertion
Dhanushka Weerakoon,
No information about this author
Jan K. Marzinek,
No information about this author
Conrado Pedebos
No information about this author
et al.
Journal of Biological Chemistry,
Journal Year:
2024,
Volume and Issue:
unknown, P. 107754 - 107754
Published: Sept. 1, 2024
Language: Английский
OmpA controls order in the outer membrane and shares the mechanical load
Georgina Benn,
No information about this author
Cristiana Borrelli,
No information about this author
Dheeraj Prakaash
No information about this author
et al.
Proceedings of the National Academy of Sciences,
Journal Year:
2024,
Volume and Issue:
121(50)
Published: Dec. 4, 2024
OmpA,
a
predominant
outer
membrane
(OM)
protein
in
Escherichia
coli
,
affects
virulence,
adhesion,
and
bacterial
OM
integrity.
However,
despite
more
than
50
y
of
research,
the
molecular
basis
for
role
OmpA
has
remained
elusive.
In
this
study,
we
demonstrate
that
organizes
lattice
mechanically
connects
it
to
cell
wall
(CW).
Using
gene
fusions,
atomic
force
microscopy,
simulations,
microfluidics,
show
β-barrel
domain
is
critical
maintaining
permeability
barrier,
but
both
CW–binding
domains
are
necessary
enhance
envelope’s
strength.
integrates
compressive
properties
with
tensile
strength
CW,
forming
robust
composite
increases
overall
This
coupling
likely
underpins
ability
entire
envelope
function
as
cohesive,
resilient
structure,
survival
bacteria.
Language: Английский