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Talanta
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Quantitative and qualitative analysis of polycyclic aromatic hydrocarbons in
urine samples using a non-separative method based on mass spectrometry
Patricia Martín Santos, Miguel del Nogal Sánchez
⁎
, José Luis Pérez Pavón,
Bernardo Moreno Cordero
Departamento de Química Analítica, Nutrición y Bromatología, Facultad de Ciencias Químicas, Universidad de Salamanca, 37008 Salamanca, Spain
ARTICLE INFO
Keywords:
Fingerprint type signal
Non-separative method
Polycyclic aromatic hydrocarbons
Chemometrics
ABSTRACT
In this work, a method for the quantitative and qualitative analysis of 11 polycyclic aromatic hydrocarbons
(PAHs) in urine samples is reported. The method is based on the coupling of a programmed temperature va-
porizer (PTV) with a quadrupole mass spectrometer (qMS), via a deactivated fused silica tubing. Before the PTV-
qMS analysis, the samples were subjected to a liquid-liquid extraction (LLE).
The method was rapid since no chromatographic separation was performed. The samples were introduced
directly into the PTV, and the analytes were trapped in the Tenax-TA
®
packed liner while the solvent was purged.
After that, all the compounds reached the mass spectrometer, obtaining the fingerprint of the analysed samples.
Urine samples free of PAHs and the same samples spiked with the compounds were analysed. The resulting
profile signals were used to quantify the analytes using multivariate calibration, and to classify the samples
according to the presence or absence of the PAHs. In the latter task, non-supervised and supervised pattern
recognition techniques were employed. The calibration models worked satisfactorily and errors lower or equal to
15% were obtained, in most cases, when an external validation set was analysed. Regarding the classification of
the samples, most of the supervised pattern recognition techniques provided excellent results (100% success),
where all of the samples were classified correctly.
1. Introduction
Polycyclic aromatic hydrocarbons (PAHs) are organic compounds
that consist of, at least, two fused aromatic rings. These ubiquitous
contaminants are released into the atmosphere by incomplete com-
bustion from both natural (forest fires, volcanic eruptions) and an-
thropogenic (vehicle emissions, cigarette smoke, cooking) sources.
Since these processes are present in many industries, PAHs have been
considered as exposure markers where higher levels of these com-
pounds can be detected, for example, in different types of workers such
as coke oven workers [1–5], firefighters [6,7], aluminium workers [8],
and those workers exposed to diesel exhaust [9]. These compounds
have also been detected depending on diet [10,11] and smoking habits
[12].
Several PAHs have been classified by the International Agency for
Research on Cancer (IARC) as possible or probable human carcinogens
[13], raising great health concerns all over the world. For this reason,
many studies are aimed at associating the risk of cancer [14,15] and the
presence of other adverse health effects [16–18] with the concentration
of PAHs found in people exposed to these compounds. In addition, the
European Commission has established maximum levels for PAHs in
several matrixes, for instance in food [19] and primary smoke products
[20]. The maximum levels permitted are in the range of μg kg
−1
.
Once PAHs have entered the human body by the inhalation of
contaminated air, ingestion or dermal absorption, they can be subjected
to successive metabolic biotransformations, including oxidation, hy-
droxylation and hydration, and generate derivatives of the corre-
sponding PAHs. This is why most studies report the simultaneous
quantification of hydroxylated metabolites [2,4–7,10,12]. However, the
determination of unmetabolized PAHs is less explored. Very few ap-
plications have been found in the literature for determining un-
metabolized parent compounds in urine [1,3,4,8,9,11]. The con-
centrations of PAHs for people exposed to these analytes found in
literature have been reported to be mostly in the range of μg L
−1
[1,3,4,21–24]. In addition, the analysis of PAHs has been performed in
other matrices during the last few years, including hair [25], blood and
plasma [26], edible vegetable oil [27], water [28], smoked fish [29],
milk [30] and gasoline [31].
Because these compounds are present at trace concentrations, they
must be extracted from the matrix and preconcentrated before analysis.
https://doi.org/10.1016/j.talanta.2018.01.032
Received 22 November 2017; Received in revised form 11 January 2018; Accepted 12 January 2018
⁎
Corresponding author.
E-mail address: mns@usal.es (M. del Nogal Sánchez).
Talanta 181 (2018) 373–379
0039-9140/ © 2018 Elsevier B.V. All rights reserved.
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