Journal of Chromatography A, 1166 (2007) 126–134
Optimisation of multilinear gradient elutions in reversed-phase
liquid chromatography using ternary solvent mixtures
A. Pappa-Louisi
∗
, P. Nikitas, A. Papageorgiou
Laboratory of Physical Chemistry, Department of Chemistry, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
Received 22 June 2007; received in revised form 3 August 2007; accepted 7 August 2007
Available online 10 August 2007
Abstract
The multilinear gradient elution theory for binary mobile phases in reversed-phase liquid chromatography presented in [P. Nikitas, A. Pappa-
Louisi, A. Papageorgiou, J. Chromatogr. A 1157 (2007) 178] is extended to ternary gradients. For the evaluation of this theory and the performance
of the various fitting and optimisation algorithms we used 13 o-phthalaldehyde (OPA) derivatives of amino acids with mobile phases modified
by acetonitrile and methanol. It is shown that the theory can lead to high quality predictions of the retention times under gradients elutions and
optimisation of ternary gradients provided that we use a six-parameter expression for the logarithm of the retention factor, ln k, and the adjustable
parameters of this expression are determined from ternary isocratic data.
© 2007 Elsevier B.V. All rights reserved.
Keywords: Ternary gradients; Optimisation techniques; Liquid chromatography
1. Introduction
The composition of the mobile phase in liquid chromatog-
raphy plays an important role both in isocratic and gradient
elution since it determines the possibilities offered for optimisa-
tion of solvent strength and selectivity. The use of binary solvent
mixtures provides the most common solution to this problem.
Ternary or even higher order solvent mixtures are expected to be
a more advanced and flexible solution [1]. However, in ternary
mixtures experience or trial-and-error approaches can hardly
lead to the determination of the optimum gradient profile that
yields the best separation of the chromatographic peaks of a
mixture of analytes. Thus, the use of ternary mobile phases pre-
sumes the use of proper optimisation procedures, especially in
gradient elution chromatography. However, the work in this area
is rather limited [2–7].
In gradient elution chromatography an optimisation proce-
dure usually involves the solution of the fundamental equation
of gradient elution with respect to the retention time, t
R
, which
in turn requires the dependence of the retention factor, k, upon
the mobile phase composition. In recent papers [8–10] we have
∗
Corresponding author. Tel.: +30 2310 997765; fax: +30 2310 997709.
E-mail address: apappa@chem.auth.gr (A. Pappa-Louisi).
examined these two issues, that is, the calculation of t
R
from the
fundamental equation of gradient elution and the dependence
of k upon the composition of the mobile phase. In particular,
in [8–10] we have presented a new mathematical treatment
that yields analytical expressions for the retention time of a
sample solute in binary mobile phases when the programmed
gradient profile is linear or multilinear and ln k is not a linear
function of the volume fraction ϕ of the organic modifier in
the water–organic mobile phase. In what concerns the depen-
dence of k upon the composition of a ternary mobile phase, we
have developed an expression that allows for the calculation
of k from known retention characteristics in the corresponding
binary mobile phases [11].
In the present paper the optimisation of multilinear ternary
gradients in reversed-phase liquid chromatography (RP-HPLC)
using 13 amino acids in acetonitrile–methanol aqueous mobile
phases is examined. Note that there is an increased number of
publications concerning amino acids separations using linear or
multilinear binary gradients [12–15]. The use of ternary solvent
mobile phases attempted here is expected to improve the chro-
matographic performance. In order to achieve programmable
optimisation with multilinear ternary gradients, the theory of
the multilinear binary gradient elution in RP-HPLC presented
in [9,10] is extended to ternary mobile phases. The analytical
expressions for t
R
derived from this treatment are used in algo-
0021-9673/$ – see front matter © 2007 Elsevier B.V. All rights reserved.
doi:10.1016/j.chroma.2007.08.016