Experimental and Machine-Learning-Assisted Design of Pharmaceutically Acceptable Deep Eutectic Solvents for the Solubility Improvement of Non-Selective COX Inhibitors Ibuprofen and Ketoprofen
Molecules,
Journal Year:
2024,
Volume and Issue:
29(10), P. 2296 - 2296
Published: May 14, 2024
Deep
eutectic
solvents
(DESs)
are
commonly
used
in
pharmaceutical
applications
as
excellent
solubilizers
of
active
substances.
This
study
investigated
the
tuning
ibuprofen
and
ketoprofen
solubility
utilizing
DESs
containing
choline
chloride
or
betaine
hydrogen
bond
acceptors
various
polyols
(ethylene
glycol,
diethylene
triethylene
glycerol,
1,2-propanediol,
1,3-butanediol)
donors.
Experimental
data
were
collected
for
all
DES
systems.
A
machine
learning
model
was
developed
using
COSMO-RS
molecular
descriptors
to
predict
solubility.
All
studied
exhibited
a
cosolvency
effect,
increasing
drug
at
modest
concentrations
water.
The
accurately
predicted
ibuprofen,
ketoprofen,
related
analogs
(flurbiprofen,
felbinac,
phenylacetic
acid,
diphenylacetic
acid).
approach
enables
rational
design
prediction
formulations
improved
applications.
Language: Английский
Deep Eutectic Solvents as Agents for Improving the Solubility of Edaravone: Experimental and Theoretical Considerations
Molecules,
Journal Year:
2024,
Volume and Issue:
29(6), P. 1261 - 1261
Published: March 12, 2024
In
this
study,
both
practical
and
theoretical
aspects
of
the
solubility
edaravone
(EDA)
in
Deep
Eutectic
Solvents
(DESs)
were
considered.
The
some
media,
including
water,
can
be
limited,
which
creates
need
for
new
efficient
environmentally
safe
solvents.
EDA
was
measured
spectrophotometrically
complex
intermolecular
interactions
within
systems
studied
with
COSMO-RS
framework.
Of
four
DES
systems,
three
outperformed
most
classical
organic
solvent,
namely
dichloromethane,
comprising
choline
chloride
triethylene
glycol,
acting
as
hydrogen
bond
donor
(HBD),
a
1:2
molar
proportion
yielding
highest
EDA.
Interestingly,
addition
specific
amount
water
further
increased
solubility.
Theoretical
analysis
revealed
that
pure
or
solutions
high
content,
stacking
is
responsible
self-aggregation
lower
On
other
hand,
presence
HBDs
leads
to
formation
clusters
EDA,
reducing
self-aggregation.
However,
stoichiometric
three-molecular
EDA–HBD–water
formed,
explains
why
also
act
co-solvent.
probability
type
complexes
related
affinity
components,
exceeds
all
possible
complexes.
Language: Английский
Experimental and Theoretical Insights into the Intermolecular Interactions in Saturated Systems of Dapsone in Conventional and Deep Eutectic Solvents
Molecules,
Journal Year:
2024,
Volume and Issue:
29(8), P. 1743 - 1743
Published: April 11, 2024
Solubility
is
not
only
a
crucial
physicochemical
property
for
laboratory
practice
but
also
provides
valuable
insight
into
the
mechanism
of
saturated
system
organization,
as
measure
interplay
between
various
intermolecular
interactions.
The
importance
these
data
cannot
be
overstated,
particularly
when
dealing
with
active
pharmaceutical
ingredients
(APIs),
such
dapsone.
It
commonly
used
anti-inflammatory
and
antimicrobial
agent.
However,
its
low
solubility
hampers
efficient
applications.
In
this
project,
deep
eutectic
solvents
(DESs)
were
solubilizing
agents
dapsone
an
alternative
to
traditional
solvents.
DESs
composed
choline
chloride
one
six
polyols.
Additionally,
water–DES
mixtures
studied
type
ternary
in
systems
was
determined
spectrophotometrically.
This
study
analyzed
interactions,
systems,
wide
range
found
literature,
using
COSMO-RS
framework.
interactions
quantified
affinity
values,
which
correspond
Gibbs
free
energy
pair
formation
molecules
constituents
regular
chloride-based
patterns
solute–solute,
solute–solvent,
solvent–solvent
that
affect
recognized
Orange
mining
software
(version
3.36.2).
Finally,
computed
values
provide
useful
descriptors
machine
learning
purposes.
impact
on
neat
solvents,
binary
organic
solvent
mixtures,
highlighted,
underscoring
role
self-association
providing
insights
complex
phenomena.
Also
diversity
highlighted
factor
determining
solubility.
Non-Linear
Support
Vector
Regression
(NuSVR)
model,
conjunction
unique
molecular
descriptors,
revealed
exceptional
predictive
accuracy.
Overall,
underscores
potency
characteristics
models
unraveling
thereby
advancing
our
understanding
phenomena
within
scientific
community.
Language: Английский
Solubility of dapsone in deep eutectic solvents: Experimental analysis, molecular insights and machine learning predictions
Polymers in Medicine,
Journal Year:
2024,
Volume and Issue:
54(1), P. 15 - 25
Published: Jan. 10, 2024
Dapsone
(DAP)
is
an
anti-inflammatory
and
antimicrobial
active
pharmaceutical
ingredient
used
to
treat,
e.g.,
AIDS-related
diseases.
However,
low
solubility
a
feature
hampering
its
efficient
use.
Language: Английский
Navigating Solid-Form Screening Using In Silico Methods Validated with Experimental Data for a Drug-like Molecule
Crystal Growth & Design,
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 23, 2025
Language: Английский
Predicting sulfanilamide solubility in the binary mixtures using a reference solvent approach
Polymers in Medicine,
Journal Year:
2024,
Volume and Issue:
54(1), P. 27 - 34
Published: Feb. 2, 2024
Solubility
is
a
fundamental
physicochemical
property
of
active
pharmaceutical
ingredients.
The
optimization
dissolution
medium
aims
not
only
to
increase
solubility
and
other
aspects
are
be
included
such
as
environmental
impact,
toxicity
degree,
availability,
costs.
Obtaining
comprehensive
characteristics
chemical
compounds
non-trivial
demanding
process.
Therefore,
support
from
theoretical
approaches
practical
importance.
Language: Английский
Solubility Measurement, Model Correlation, and Solvent Effect Analysis of Spectinomycin Dihydrochloride Pentahydrate in Three Binary Solvents
Dechen Wang,
No information about this author
Yu Zhou,
No information about this author
Chunyan Liu
No information about this author
et al.
Journal of Solution Chemistry,
Journal Year:
2024,
Volume and Issue:
53(10), P. 1419 - 1441
Published: June 3, 2024
Language: Английский
Impact of Molecular and Crystal Structure on the Melting Points in Halo-Substituted Phenyl-Quinazolinones
Crystals,
Journal Year:
2024,
Volume and Issue:
15(1), P. 39 - 39
Published: Dec. 30, 2024
Three
halo-substituted
phenyl-quinazolinone
derivatives
were
prepared
and
structurally
characterized
[1
=
3-(4-chlorophenyl)-6-iodo-2-methylquinazolin-4(3H)-one,
2
6-iodo-3-(4-methoxyphenyl)-2-methylquinazolin-4(3H)-one,
3
7-chloro-2-methyl-3-[4-(trifluoromethoxy)phenyl]quinazolin-4(3H)-one)]
in
order
to
explore
the
relationship
between
structure
melting
point
this
group
of
compounds.
Depending
on
compound,
molecules
are
interconnected
by
weak
π∙∙∙π
interactions,
have
I···Cl
or
Cl···Cl
halogen
bonding,
primarily
form
C–H∙∙∙N,
C–H∙∙∙O,
interactions
(no
bonding).
The
presence
OCF3
leads
fluorine
atoms
that
shorter
than
sum
van
der
Waals
radius
for
fluorine,
suggesting
these
contribute
overall
lattice
energy.
sequence
points
cannot
be
fully
explained
intermolecular
present
solid
state
(enthalpy
factor).
To
address
this,
a
concept
related
entropy
called
functional
rotation
influence,
which
relates
decrease
fusion
caused
rotational
freedom
polyatomic
groups,
was
introduced.
Analysis
previously
synthesized
3-phenylquinazolinones
showed
compounds
with
highest
quinazoline-substituted
phenyl-nitro-substituted
ones.
Among
halo-phenyl-substituted
compounds,
follows
ortho
<
meta
para.
Regarding
atom
type,
is
Cl
≈
Br
>
F
I
enantiopure
racemic
Also,
correlates
bond
energy
(I
F)
only
when
geometry
favorable.
Language: Английский