Please cite this article in press as: P. Araujo, et al., J. Chromatogr. A (2012), http://dx.doi.org/10.1016/j.chroma.2012.08.056
ARTICLE IN PRESS
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CHROMA-353559; No. of Pages 9
Journal of Chromatography A, xxx (2012) xxx–xxx
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Journal of Chromatography A
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Application of Doehlert uniform shell designs for selecting optimal amounts of
internal standards in the analysis of prostaglandins and leukotrienes by liquid
chromatography–tandem mass spectrometry
Pedro Araujo
a,∗
, Steve Janagap
a,b
, Elisabeth Holen
a
a
National Institute of Nutrition and Seafood Research (NIFES), PO Box 2029, Nordnes, N-5817 Bergen, Norway
b
Department of Chemistry, College of Arts and Sciences, University of the Philippines, Visayas, 5023 Miagao, Iloilo, Philippines
a r t i c l e i n f o
Article history:
Received 8 May 2012
Received in revised form 13 August 2012
Accepted 16 August 2012
Available online xxx
Keywords:
Response factor
Doehlert uniform shell designs
Cell culture
Eicosanoids
Multiple internal standards
a b s t r a c t
A protocol for the analysis of multiple prostaglandins and leukotrienes in cell culture media by using mul-
tiple internal standards was validated. A two-factor Doehlert design was used to determine the behaviour
of the relationship analyte/internal standard (namely: PGE
2
/PGE
2
-d
4
, PGE
3
/PGE
2
-d
4
, LTB
4
/LTB
4
-d
4
and
LTB
5
/LTB
4
-d
4
) and to select the optimal amounts of deuterated internal standards for quantifying simulta-
neously the prostaglandins and leukotrienes in cell culture media by LC–MS/MS. The selection of optimal
amounts of internal standards was based on mathematical models that allow visualizing concentration
regions where the response factors remain constant over a wide range of analytical concentrations. The
linearity of the calibration curves for each analyte at the optimal levels suggested by the mathematical
models was statistically confirmed by means of the ratio lack-of-fit to pure error. The validated protocol
was successfully applied in the simultaneous quantification of pro- and anti-inflammatory eicosanoids in
stimulated cod head kidney cell culture media. The two-factor Doehlert design has permitted to estimate
the experimental response as a function of six variables (PGE
2
, PGE
3
, LTB
4
, LTB
5
, PGE
2
-d
4
and LTB
4
-d
4
)
which represents a substantial reduction of resources, time and experiments of approximately 84% (7 × 3
experiments) when compared with the full six-factor Doehlert design (43 × 3 experiments).
© 2012 Elsevier B.V. All rights reserved.
1. Introduction
Inflammatory diseases affect over 100 million people world-
wide and create a burden in health care costs, lost productivity
and reduced participation in family life [1,2]. High incidences of
inflammatory bowel diseases (IBD) in Europe are found in Scan-
dinavian countries while the Mediterranean countries report the
lower rates [3,4]. Changes in dietary habits have been proposed
as one of the possible causes of inflammatory diseases, particu-
larly in the type and amount of essential fatty acids [5–7]. The
relative abundance of omega 6 (-6) and omega 3 (-3) polyun-
saturated fatty acids (PUFA) has been suggested to be of major
significance in human health and immune system [6–8]. It is well-
documented that -6 arachidonic acid (20:4-6, ARA) through the
action of cyclooxygenase (COX) and lipooxygenase (LOX) enzymes
is converted into biologically active eicosanoids known as the 2-
series prostaglandins and 4-series leukotrienes. Studies performed
on fish and mammals have suggested that eicosanoids such as
prostaglandin E
2
(PGE
2
) and leukotriene B
4
(LTB
4
) play a primordial
∗
Corresponding author. Tel.: +47 95285039; fax: +47 55905299.
E-mail address: pedro.araujo@nifes.no (P. Araujo).
role in several pathological conditions such as inflammation [9] and
pain [10].
The importance of incorporating dietary -3 PUFA in patients
with rheumatoid arthritis due to the presence of eicosapentaenoic
acid (20:5-3, EPA), which can alleviate inflammatory diseases
by reducing the contribution of arachidonate-derived eicosanoids
such as PGE
2
and LTB
4
and promoting anti-inflammatory metabo-
lites such as PGE
3
and LTB
5
has also been demonstrated [11].
Dietary fish oils rich in EPA and docosahexaenoic acid (22:6-3,
DHA) are known to replace ARA and to improve the immunopathol-
ogy in New Zealand mice [12]. These observations suggest that
the quantitative assessment of eicosanoid metabolites from the
COX and LOX pathways is vital for evaluating the behaviour of
the precursor molecules in the cell membrane and studying how
these substrate molecules affect the synthesis of leukotrienes and
prostaglandins.
Cell culture experiments are ideal approaches for the examina-
tion of the causal relationship between PUFA and eicosanoids. The
manipulation of the levels of ARA and EPA in cell culture experi-
ments allows the quantitative estimation of their related COX- and
LOX-related metabolites using different analytical techniques such
as enzyme-linked immunosorbent assay (ELISA), gas chromatogra-
phy mass spectrometry (GC–MS) and liquid chromatography–mass
0021-9673/$ – see front matter © 2012 Elsevier B.V. All rights reserved.
http://dx.doi.org/10.1016/j.chroma.2012.08.056