Sensors and Actuators B 241 (2017) 750–757
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Sensors and Actuators B: Chemical
jo u r nal homep age: www.elsevier.com/locate/snb
Development of molecularly imprinted polymers-surface-enhanced
Raman spectroscopy/colorimetric dual sensor for determination of
chlorpyrifos in apple juice
Shaolong Feng, Yaxi Hu, Luyao Ma, Xiaonan Lu
∗
Food, Nutrition and Health Program, Faculty of Land and Food Systems, The University of British Columbia, Vancouver, British Columbia V6T 1Z4, Canada
a r t i c l e i n f o
Article history:
Received 1 August 2016
Received in revised form 23 October 2016
Accepted 27 October 2016
Available online 29 October 2016
Keywords:
Molecularly imprinted polymers
Raman spectroscopy
Colorimetric
Chlorpyrifos
Food safety
Chemometrics
a b s t r a c t
Chlorpyrifos (CPF), an organophosphate insecticide, is widely identified in fruit juices. In this study, a
novel molecularly imprinted polymers-surface-enhanced Raman spectroscopy (MIPs-SERS)/colorimetric
dual sensor was developed to determinate CPF in apple juice. MIPs were synthesized using bulk poly-
merization to rapidly and selectively adsorb and separate CPF from apple juice. A colorimetric method
was developed based upon color changes of synthesized silver nanoparticles (AgNPs) by interacting with
CPF, while SERS spectra were directly collected by illuminating the aggregated AgNPs with Raman laser.
Colorimetric method rapidly screened and semi-quantified CPF in apple juice ≥5 mg L
-1
by naked eye, or
accurately quantified CPF in apple juice ranging 0.1–10 mg L
-1
by UV–vis spectroscopy. Principle com-
ponent analysis and partial least-squares regression models (RMSEC = 0.0453, R
2
-C = 0.9885) validated
using SERS to further quantify CPF in apple juice at extremely low concentration (0.01 mg L
-1
). This
MIPs-SERS/colorimetric dual sensor can rapidly (<25 min), accurately, and cost-efficiently determine CPF
in apple juice and meet the worldwide regulation of maximum residue limit.
© 2016 Elsevier B.V. All rights reserved.
1. Introduction
Chlorpyrifos (O,O-diethyl O-3,5,6-trichloropyridin-2-yl phos-
phorothioate, CPF) is one of the most widely used organophosphate
pesticides that can effectively inhibit acetylcholinesterase and
block the signals travel between nerve cells. As a result, it causes the
malfunction of central nervous system of the pests and eventually
kills the pests [1]. CPF is commonly used in agriculture crops (e.g.,
corn, soybeans, fruits, etc.). According to the United States Environ-
mental Protection Agency (EPA), CPF remains the most commonly
used organophosphate pesticide for crops in the United States
with an estimated annual consumption of 5–10 million pounds
to be applied to over 50% apple crops during 2006–2012 [2]. CPF
is moderately toxic to humans and considered as a neurotoxin
and endocrine disruptor, and it is especially harmful to pregnant
women and infants [1,3]. A recent study also reported an associ-
ation between human exposure to CPF and the incidence of lung
cancer [4]. Considering its toxicity and enormous application in
agriculture, effective detection of CPF residues in agri-food prod-
ucts is highly demanding. Traditional detection methods are based
∗
Corresponding author.
E-mail address: xiaonan.lu@ubc.ca (X. Lu).
upon high cost instruments, such as high performance liquid chro-
matography coupled with photodiode array detector (HPLC-DAD)
[5], liquid chromatography-mass spectrometry (LC–MS) [6], and
gas chromatography-mass spectrometry (GC–MS) [7]. However, all
these methods are laborious, time-consuming, and require large
amount of organic reagents. Therefore, novel, simple, low-cost, and
accurate analytical methods are highly demanded.
Silver nanoparticles exhibit intense colors due to the surface
plasmon resonance (SPR) phenomenon [8,9]. Under the irradiation
of electromagnetic waves, the SPR effect will produce character-
istic absorption peak, which depends upon the size and shape of
the particles and the dielectric properties of surrounding medium
and inter-particle distances [10]. Many factors can promote the
aggregation of nanoparticles and cause SPR band shift to a longer
wavelength [11]. The interparticle distance changes and subse-
quently results in quantifiable red-shift or blue-shift of the UV–vis
absorption, which is the basic principle of colorimetric sensing
system [12]. Due to the rapid, sensitive, and easy-operational fea-
tures, colorimetric-based detection methods have been extensively
investigated as different colorimeter sensors to analyze various
chemical and biological molecules [13–16]. However, the poor
selectivity of colorimetric sensor has limited its application in com-
plex sample matrices (e.g., foods) because numerous interferents
may cause the aggregation of nanoparticles. Many studies were
http://dx.doi.org/10.1016/j.snb.2016.10.131
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