Development of a novel non-destructive method based on spectral
fingerprint for determination of abused drug in insects: An alternative
entomotoxicology approach
Joyce S. Oliveira
a
, Tainá C. Baia
b
, Renata A. Gama
b
, Kássio M.G. Lima
a,
⁎
a
Universidade Federal do Rio Grande do Norte, Instituto de Química, Programa de Pós-Graduação em Química, Grupo de Pesquisa em Química Biológica e Quimiometria,
CEP 59072-970 Natal, RN, Brazil
b
Universidade Federal do Rio Grande do Norte, Departamento de Microbiologia e Parasitologia, CEP 59072-970 Natal, RN, Brazil
abstract article info
Article history:
Received 30 January 2014
Accepted 10 February 2014
Available online 16 February 2014
Keywords:
Near infrared spectroscopy
Wavelength selection
Flunitrazepam
Chrysomya megacephala (Fabricius) (Diptera:
Calliphoridae)
Near-infrared spectroscopy (NIRS) is emerging as the tool of choice for non-destructive analysis and the
detection of different compounds in biological systems. We evaluate the potential of a novel non-destructive
method for the identification of flunitrazepam in Chrysomya megacephala (Fabricius) (Diptera: Calliphoridae)
larvae, puparia and adult. Necrophagous insects in particular the larvae found in cadavers have been applied as
an alternative at the time of death and can also contribute to the qualitative identification of abused drugs present
in the corpse. Using this strategy, we have combined a portable NIR spectrometer with variable selection
techniques, such as, genetic algorithm–linear discriminant analysis (GA–LDA) and successive projection
algorithm (SPA–LDA) for the identification of this drug in the insects based on the unique spectral “fingerprints”
of their biochemical composition. Larva, puparium and adult calibrators containing flunitrazepam at concentra-
tions ranging from 0, 4, 8, 16 to 32 pg g
-1
were prepared and analyzed. The resulting GA–LDA model successfully
classified adult female with respect to their concentration using only 9 wavenumbers. This alternative approach for
entomotoxicology requires further testing, but the obtained results suggest that NIR spectra could be used for
abused drug identification in insects.
© 2014 Elsevier B.V. All rights reserved.
1. Introduction
Investigations about the use of arthropods (specifically, arachnids,
mites, ticks, scorpions, and spiders) as an alternative toxicological ma-
trix and the effects of many compounds (drugs, metals and pesticides)
on insect physiology are associated on forensic entomotoxicology.
Investigations on the use of carrion-feeding arthropods as alternative
toxicological specimens, and on the impact the tissue toxins and drugs
have on the development of immature insects feeding on these
substances, currently comprise the major avenues of exploration in
the emerging field of entomotoxicology [1].
The major interest of entomotoxicology is the determination of
these compounds just before death, mainly in skeletonized remains
where no tissue or fluids are left [2]. Alcohol [3], drug antidepressants
[4–7], barbiturates [8,9], benzodiazepines [10–12], opioids [13–15],
metals [16,17], and pesticides [18,19] are commonly involved in cases
where entomotoxicology is investigated. Basically these studies have
detailed the detection of toxic substances in different developmental
stages of insects, a comparison of sample preparation and analytical
procedures for each toxic substance. In these reports, the recovered ar-
thropods have also been generally homogenized and subsequently
processed in a manner similar to that for other, more traditional tissues
and fluids, or subjected to extraction techniques developed for the
analysis of rigorous tissues, such as hair and nails.
The determination of abused drugs in insects is usually performed by
gas chromatography–mass spectrometry (GC/MS) [3,12] and liquid
chromatography–mass spectrometry (LC/MS) [10,14], coupled to
classic extraction techniques such as protein precipitation, liquid–liquid
extraction (LLE) or solid phase extraction (SPE). The choice of analytical
drug detection/quantification procedures for the analysis of insect
tissues depends on the physicochemical properties of the drugs of inter-
est and the required selectivity and sensibility. Although the SPE-
chromatography methods present high sensitivity, they present several
inherent drawbacks for the analysis of insect tissues, such as invasive
and destructive technique, besides the use of bulky instrumentation
that impairs in-field monitoring.
Alternatively, the near-infrared spectroscopy (NIRS) can be utilized
to determine the insect metabolic fingerprint (lipids, proteins, cellular
processes) [20], emerging as an interesting alternative for a rapid and
cost-effective identification of living specimens [21–25]. NIRS is also
characterized by a minimum of sample handling. It requires no extrac-
tions and is non-destructive. The NIR absorption is affected by the
Microchemical Journal 115 (2014) 39–46
⁎ Corresponding author. Tel.: +55 84 3342 2323; fax: +55 83 3211 9224.
E-mail address: kassio@ufrnet.br (K.M.G. Lima).
http://dx.doi.org/10.1016/j.microc.2014.02.009
0026-265X/© 2014 Elsevier B.V. All rights reserved.
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