High throughput determination of relevant physicochemical parameters in the drug discovery and HPLC processes. Microfluidic devices
Date
2024-02-08
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University of Barcelona
Abstract
Determining the acidity (pKa) and lipophilicity (log Po/w) of organic compounds is
fundamental in analytical chemistry fields, with potential relevance in drug development,
material science, analytical separation, and environmental research. A precise estimation of
these physicochemical parameters is important for estimating compound behavior and
distribution in different biological and chemical systems. Fast determination of pKa of very
insoluble drugs has become an essential tool in drug development as it frequently creates
compounds that are highly lipophilic and sparingly soluble in water. Also, studying the
pharmacokinetics and pharmacodynamics of a proposed drug involves a thorough
knowledge of its ionization state and hydrophobicity.
In the first part of the thesis, a high-throughput internal standard capillary electrophoresis
(IS-CE) method was established to determine the pKa of ISs at different concentrations of
methanol and acetonitrile from 0 to 90% (v/v). IS-CE is a pKa determination method based
on the use of a known pKa reference compound as an internal standard (IS), whose nature
and pKa value are similar to those one of the analytes. Internal standard mobility is measured
under the same conditions as analyte mobility when injected at the same time, hence any
change in experimental conditions influences both analyte and IS equally. Whereas the
traditional CE approach needs potentiometric measurement of the pH of the buffers used,
IS-CE uses IS to calculate the true pH in our electrophoretic system and reduces
measurement mistakes. Herein, the acid and base scales of methanol-water mixtures and
acetonitrile-water mixtures were properly anchored to the potentiometrically obtained pKa
values of reference compounds to get absolute pKa scales. As a consequence, a set of 46
acid-base compounds with changing structures were proposed as internal standards for
consistent pKa measurements in methanol-water and acetonitrile-water mixtures buffers
using capillary electrophoresis. The determined ISs reference set facilitates the
determination of analytes pKa and measurement of buffer pH in the range 4-11.5 (in water)
for any methanol-water and acetonitrile-water composition.
Secondly, to prove its feasibility, the IS-CE approach was successfully used to determine
the aqueous pKa in methanol-aqueous buffer compositions up to 40% of methanol in
volume. The Yasuda-Shedlovsky extrapolation method was utilized to determine seven
drugs of different chemical nature with intrinsic water solubilities lower than 10−6 M. The
results were successfully compared to literature ones obtained by other approaches. It is concluded then that the IS-CE methodolgy permits the measurement of aqueous pKa values
using lower ratios of methanol than the classical method, becoming then more accurate in
the extrapolation procedure than other reference methods.
Finally, since methanol-water and acetonitrile-water mixtures are solvents of interest in
liquid chromatographic separations because of their use as the mobile phase, the IS-CE
method was also applied to measure the pKa of eight organic bases in methanol-water and
acetonitrile-water mixtures (0-90%,v/v), which are usually used as test compounds in HPLC
column evaluation.
As a result of this work, the IS-CE method was proven to be a fast and simple approach for
determining the pH of the buffer and the pKa of analytes in typical HPLC systems (RPLC,
HILIC) in both methanol-water mixtures and acetonitrile-water mixtures. The degree of
ionization of the analytes may be easily determined using them, making it easier to choose
the mobile phase composition and thus enhance analytical separations.
In the second part of the thesis, a new approach based on microfluidics was developed to
determine the octanol-water partition. The octanol-water partition coefficient is crucial in
pharmaceutical and biological sciences as it is a vital metric in predicting chemical
distribution and behavior in biological systems. However, the current techniques are time
consuming and requires high amounts of solvents. From the need to develop a quicker, more
cost-effective, and more sustainable method, microfluidics has raised as a powerful
miniaturized analytical tool.
As a first step, a design with a perpendicular configuration of the channels was developed
using direct 3D printed microfluidics. A gravitational perfusion system was implemented to
create a spontaneous flow within the octanol and water channels without the need for
external pump. The movement of octanol and water phases was successfully validated using
fluorescent dyes. After that, the intensity of the fluorescent dye was used to evaluate the
partition dynamics in static and dynamic conditions. The results prove that the proposed
design with this microfluidic methodology allows the evaluation of molecule partition,
achieving high efficiency partition and reaching the equilibrium of O/W partition faster than
conventional techniques.
Later, the design was adapted to a parallel configuration of the channels to be compatible
with up-scalable manufacturing techniques and parallelize it for up to 56 simultaneous
determinations in a single platform. Finally, both the perpendicular and parallel designs
were validated using several drugs with well standardize log Po/w values that cover a wide
range of lipophilicity.
The microfluidic device was coupled with HPLC to determine their partition coefficients
from the peak areas of the compounds in octanol and in water after partition. Good
agreement with the literature values was achieved, showing the capability of microfluidic
chips for precise and accurate prediction of the partition coefficient. Finally, the progress of
a cost-effective and consistent method for predicting partition coefficient via microfluidic
chips demonstrated a great advancement in the field of analytical chemistry, with powerful
applications in drug discovery and other related fields. The results gotten from this
investigation offer an establishment for additional research and advance of this approach.
To summarize, estimating pKa and log Po/w values is vital in analytical chemistry, with
capacity applications in drug development, material science, and environmental research. A
precise estimation of these physicochemical parameters is important for predicting
compound performance and distribution in diverse biological and chemical systems. The
use of innovative analytical techniques for verifying pKa values, like the IS-CE method for
pKa and microfluidics for measuring log Po/w, represents valuable advances in the field of
analytical chemistry. These methods provide low-reagent-consumption, cost-effective, and
reliable determination for evaluating these parameters, for high-throughput analysis.
Description
Keywords
Physicochemical parameters