Stepwise optimization approach for improving
LC-MS/MS analysis of zwitterionic antiepileptic
drugs with implementation of experimental
design
Nađa Kostić,
a
Yannis Dotsikas,
b
Anđelija Malenović,
a
*
Biljana Jan
cić Stojanović,
a
Tijana Rakić,
a
Darko Ivanović
a
and Mirjana Medenica
c
In this article, a step-by-step optimization procedure for improving analyte response with implementation of experimental
design is described. Zwitterionic antiepileptics, namely vigabatrin, pregabalin and gabapentin, were chosen as model com-
pounds to undergo chloroformate-mediated derivatization followed by liquid chromatography coupled with tandem mass
spectrometry (LC-MS/MS) analysis. Application of a planned stepwise optimization procedure allowed responses of analytes,
expressed as areas and signal-to-noise ratios, to be improved, enabling achievement of lower limit of detection values. Results
from the current study demonstrate that optimization of parameters such as scan time, geometry of ion source, sheath and
auxiliary gas pressure, capillary temperature, collision pressure and mobile phase composition can have a positive impact
on sensitivity of LC-MS/MS methods. Optimization of LC and MS parameters led to a total increment of 53.9%, 83.3% and
95.7% in areas of derivatized vigabatrin, pregabalin and gabapentin, respectively, while for signal-to-noise values, an
improvement of 140.0%, 93.6% and 124.0% was achieved, compared to autotune settings. After defining the final optimal
conditions, a time-segmented method was validated for the determination of mentioned drugs in plasma. The method proved
to be accurate and precise with excellent linearity for the tested concentration range (40.0 ng ml
À1
–10.0 Â 10
3
ng ml
À1
).
Copyright © 2013 John Wiley & Sons, Ltd.
Additional supporting material can be found in the online version of this article.
Keywords: optimization; antiepileptics; ion source parameters; experimental design; response surface methodology
Introduction
Liquid chromatography coupled with tandem mass spectrometry
(LC-MS/MS) constitutes the method of choice for determination
and quantification of many structurally different compounds. Its
inherent sensitivity can vary per case, depending on analyte
properties, such as chargeability and relative hydrophobicity,
[1]
along with many other parameters. However, the need for more
sophisticated protocols, requiring increased sensitivity in minimal
volumes of biological media, is constantly growing.
[2,3]
To this
purpose, there are two ways to follow: (1) purchase of new MS
detectors with improved characteristics or (2) maximization of
abilities of existing instrumentation.
Experience and understanding of signal generation via MS are
prerequisite for maximizing potential of the detector, as reflected
in the ability to evaluate the effect of a series of LC-MS/MS pa-
rameters on analyte signal. In general, most researchers conduct
one basic optimization of MS parameters, mainly via (auto)tuning
procedure, using the optimization software supplied by the
equipment manufacturer, followed by selection of LC parame-
ters, such as (1) appropriate stationary phase, (2) composition of
mobile phase including amount and type of organic modifier,
with or without adjustment of pH value, (3) flow rate and (4) col-
umn temperature. Usually, this procedure is adequate, but when
the need for sensitivity intensifies, additional optimization of MS
parameters could be considered towards signal increment
achievement.
Optimization of experimental conditions in such complex sys-
tem can be tedious or ineffective if not planned accordingly. In
most cases, further optimization of MS parameters is attempted
by performing one-factor-at-a-time (OFAT) experiments.
[4–10]
The drawback of this procedure is that the possible interactions
among examined factors are not taken into account.
[11]
There-
fore, application of optimal conditions, estimated via OFAT, is
very probable to result in failure of method performance.
Incorporation of chemometrics-based techniques offers valu-
able means in many fields of science, enabling determination of
* Correspondence to: Anđelija Malenović, Vojvode Stepe 450, 11000 Belgrade,
Serbia. E-mail: andja@pharmacy.bg.ac.rs
a University of Belgrade, Faculty of Pharmacy, Department of Drug Analysis,
Vojvode Stepe 450, Belgrade, Serbia
b University of Athens, School of Pharmacy, Department of Pharmaceutical
Chemistry, Panepistimioupoli Zografou, Athens, Greece
c University of Belgrade, Faculty of Pharmacy, Department of Physical Chemistry
and Instrumental Methods, Vojvode Stepe 450, Belgrade, Serbia
J. Mass Spectrom. 2013, 48, 875–884 Copyright © 2013 John Wiley & Sons, Ltd.
Research article
Received: 1 April 2013 Revised: 26 April 2013 Accepted: 9 May 2013 Published online in Wiley Online Library
(wileyonlinelibrary.com) DOI 10.1002/jms.3236
875