Daniel Jun1,2, Glenn Sammis2, Pouya Rezazadeh-Azar3,4, Erwann Ginoux1, Dan Bizzotto1,2. 1. AMPEL, University of British Columbia, Vancouver V6T1Z4, Canada. 2. Department of Chemistry, University of British Columbia, 2036 Main Mall, Vancouver V6T1Z1, Canada. 3. Complex Pain and Addiction Services, Department of Psychiatry, Vancouver General Hospital, Vancouver V5Z 1M9, Canada. 4. Department of Psychiatry, University of British Columbia, Vancouver V6T2A1, Canada.
Abstract
The opioid overdose crisis in North America worsened during the COVID-19 pandemic, with multiple jurisdictions reporting more deaths per day due to the fentanyl-contaminated drug supply than COVID-19. The rapid quantitative detection of fentanyl in the illicit opioid drug supply or in bodily fluids at biologically relevant concentrations (i.e., <80 nM) remains a significant challenge. Electroanalytical techniques are inexpensive and can be used to rapidly detect fentanyl, but detection limits need to be improved. Herein, we detail the development of an electrochemical-based fentanyl analytical detection strategy that used a glassy carbon electrode modified with electrochemically reduced graphene oxide (ERGO) via electrophoretic deposition. The resulting surface was further electrochemically reduced in the presence of fentanyl to enhance the sensitivity. Multiple ERGO thicknesses were prepared in order to prove the versatility and ability to fine-tune the layer to the desired response. Fentanyl was detected at <10 ppb (<30 nM) with a limit of detection of 2 ppb and a calibration curve that covered 4 orders of concentration (from 1 ppb to 10 ppm). This method was sensitive to fentanyl analogues such as carfentanil. Interference from the presence of 100-fold excess of other opioids (heroin, cocaine) or substances typically found in illicit drug samples (e.g. caffeine and sucrose) was not significant.
The opioid overdose crisis in North America worsened during the COVID-19 pandemic, with multiple jurisdictions reporting more deaths per day due to the fentanyl-contaminated drug supply than COVID-19. The rapid quantitative detection of fentanyl in the illicit opioid drug supply or in bodily fluids at biologically relevant concentrations (i.e., <80 nM) remains a significant challenge. Electroanalytical techniques are inexpensive and can be used to rapidly detect fentanyl, but detection limits need to be improved. Herein, we detail the development of an electrochemical-based fentanyl analytical detection strategy that used a glassy carbon electrode modified with electrochemically reduced graphene oxide (ERGO) via electrophoretic deposition. The resulting surface was further electrochemically reduced in the presence of fentanyl to enhance the sensitivity. Multiple ERGO thicknesses were prepared in order to prove the versatility and ability to fine-tune the layer to the desired response. Fentanyl was detected at <10 ppb (<30 nM) with a limit of detection of 2 ppb and a calibration curve that covered 4 orders of concentration (from 1 ppb to 10 ppm). This method was sensitive to fentanyl analogues such as carfentanil. Interference from the presence of 100-fold excess of other opioids (heroin, cocaine) or substances typically found in illicit drug samples (e.g. caffeine and sucrose) was not significant.
Canada and the United States are in the
midst of a public health
crisis. The number of overdoses and deaths caused by opioids, including
fentanyl, has risen sharply and continues to rise. From January 2016
to September 2021, almost 27,000 lives were lost in Canada alone due
to opioid overdoses, 86% of them involving fentanyl, and of these,
most being accidental (>98%).[1,2] Coupled with the COVID-19
pandemic, the overdose crisis has become even more deadly as harm
reduction and addiction services are increasingly difficult to access.[3] The huge increase from baseline overdose deaths
(before 2015) related to opioid use is due to the substitution of
heroin and/or cocaine in part or in whole by fentanyl (N-phenyl-N-[1-(2-phenylethyl)piperidin-4-yl]propanamide)[4] and/or its derivatives such as carfentanil[5] (Figure ).
Figure 1
Chemical structures of many of the compounds used in this work.
Chemical structures of many of the compounds used in this work.The high potency of fentanyl is not only a health
challenge but
it also poses a significant analytical challenge for detecting small
amounts of opioids in illicit drug samples for harm mitigation strategies
or in physiological fluids supporting effective clinical treatments
of opioid use disorder.[6] The current techniques
to detect fentanyl range from non-quantitative assessments to highly
accurate lab-based analytical quantification. Fentanyl test strips
produce a binary response that is highly sensitive to the presence
of fentanyl and provides a rapid response within minutes, but due
to the prevalence of and contamination by fentanyl in trace amounts,
the result is often not useful since a quantitative response is not
generated. Liquid chromatography mass spectrometry can be used to
identify and measure the concentration of opioids in drug samples
and in human serum;[7] however, the turnaround
time to process a sample in a centralized laboratory is long, and
the procedure typically requires expensive equipment and specialized
training of technicians; though advances toward portable MS have been
published, they are not yet capable of point-of-use (POU) applications,
which are needed to advance harm mitigation and drug treatment strategies.[8] Other techniques, such as surface-enhanced Raman
spectroscopy and Fourier transform infrared (FTIR) spectroscopy, have
been used previously and have their limitations in analyzing mixtures.[9,10] Liquid chromatography with electrochemical detection has been proven
to be effective as most compounds of interest can be oxidized but
as with MS are difficult to translate to POU devices.[11−13]POU electroanalytical devices offer the opportunity to quickly
identify and quantify opioid species.[14] Electrochemical techniques are versatile and can be used on drug
samples from the field or on bodily fluids of a patient for the purposes
of treatment. Electroanalytical devices can be made to be inexpensive
and portable as shown with many examples in the literature such as
the implementation of a micro-catheter for continuous monitoring of
fentanyl,[15] or with micro-needle sensor
arrays,[16] or using modified disposable
screen-printed electrodes.[17,18] A recent review of
these electroanalytical approaches used to quantify fentanyl[19] highlighted the need to improve detector sensitivity
to measure low-concentration contamination in street drugs or at physiologically
relevant concentrations (80 nM or 30 ppb) and for the identification
of common fentanyl analogues that are part of the illicit drug supply.Herein, we show that using a glassy carbon (GC) electrode modified
with graphene oxide (GO), electrochemical detection is rapid and highly
sensitive (<10 ppb) to the presence of fentanyl and competitive
with other electroanalytical approaches.[17−21] Furthermore, we have been able to identify and quantify
fentanyl and fentanyl derivatives and in the presence of fillers or
cutting agents or other opioids without requiring a chromatographic
separation.
Materials and Methods
Chemicals
Aqueous solutions of phosphate-buffered
saline
(PBS) (1.8 mM KH2PO4, 10 mM Na2HPO4, 2.7 mM KCl, and 137 mM NaCl all from Fisher Scientific)
pH 7.4 were prepared with Millipore Milli-Q ultrapure water (18.2
MΩ cm). The GO suspension (Graphenea, particle size < 10
μm) was diluted from 4 mg/mL to a final concentration of 1 mg/mL
with PBS. Fentanyl, norfentanyl, alfentanil, carfentanil, lorazepam,
heroin, and cocaine were all sourced as analytical standards (1 or
0.1 mg/mL in methanol or acetonitrile) from Sigma-Aldrich (Cerilliant),
and caffeine and sucrose (from Sigma-Aldrich) were diluted to the
required final concentration with PBS (structures are shown in Figure ).
Electrochemistry
The electrochemical experiments were
conducted in a glass cell in a three-electrode configuration with
the GC working electrode (CHI104, 0.3 cm dia.), a Ag/AgCl reference
electrode (BASi), and a platinum counter electrode connected to a
potentiostat (Autolab PGSTAT12). All solutions were deaerated with
Ar to remove O2. All potentials are with reference to Ag/AgCl.Cyclic voltammetry (CV) measurements were typically performed at
100 mV/s. Square wave voltammetry (SWV) measurements were performed
using a 5 mV step potential and a 20 mV amplitude at 25 Hz. Additional
frequencies of 7 and 37 Hz were used. The positive going potential
scans were analyzed using MATLAB. The peak currents were extracted
after correcting for the background and fitting the SWV peaks to a
Gaussian.Electrochemical impedance spectroscopy (EIS) was performed
at −0.1
V to avoid possible interference with the fentanyl peak centered at
0.08 V. A 10 mV root-mean-square perturbation was applied over a frequency
range from 1 Hz to 10 kHz. The impedance spectra were fit to one of
two equivalent circuits (shown in Figure S1) that were composed of a solution resistance (Rsoln) in series with a parallel combination of a constant
phase element (CPE) (ZCPE) and a series R and C representing the volumetric charging
of the deposited GO (RC). The stray capacitance (Cstray) was also part of the fitting, but this
value (20–40 nF) did not fluctuate between samples and was
characteristic of the measurement setup. The statistically relevant
equivalent circuit (p = 0.05) was determined using
an F test following the literature.[22]
Cleaning and Conditioning of the GC Electrode
Before
each use, the GC electrode was rinsed with Milli-Q water, polished
on a nylon pad with a thin slurry of alumina (0.05 μm, Metrohm),
and thoroughly rinsed under a steady stream of Milli-Q water again.
At the beginning of the day, prior to any electrochemical experiments,
the electrode was placed into the PBS electrolyte, and a series of
potential pulses were applied (−1.8 V for 0.1 s, 0 V for 1
s, repeated 100 times) to condition the electrode.
Electrophoretic
Deposition and Reduction of GO
The
polished and conditioned GC electrode was immersed in a GO suspension
(1 mg/mL) in PBS. The solution was deaerated with Ar to remove dissolved
O2. A single CV cycle (100 mV/s) from 0.1 to −0.8
V was recorded using a Ag/AgCl reference electrode. Subsequently,
−0.85 V was applied until a fixed amount of charge (−0.25,
−0.5, and −1 mC) was delivered to the electrode. Examples
are provided in Figure S2. The currents
were between 1 and 2 μA over 200–400 s.The electrophoretically
deposited layers of GO were electrochemically reduced onto the GC
electrode during deposition at −0.85 V, but as detailed previously,[23,24] reductive potential pulses were observed to improve the quality
of the deposit. The modified electrode was placed into the PBS electrolyte
(without or with fentanyl) and a series of potential pulses were applied
(−1.8 V for 0.1 s, 0 V for 1 s, typically repeated 200 times),
while the solution was stirred.
Electrochemical Analysis
of Fentanyl and Fentanyl Derivatives
Fentanyl and fentanyl
derivatives were diluted from the analytical
stock solutions with PBS to afford the final concentrations analyzed
[ranging from 1 ppb (or 1 μg/mL) to 10 ppm (or 10 mg/mL)]. A
potential of +0.8 V (unless otherwise indicated) was applied for 1
min (or in 1 min increments for a total oxidation time of 4 min) to
oxidize fentanyl while the solution was stirred. After each round
of oxidation, SWV measurements were made as described above.
Results
and Discussion
Electrochemical Oxidation of Fentanyl on
GC
Fentanyl
has an oxidative peak at +0.85 V on GC as can be seen in the cyclic
voltammogram in Figure . Fentanyl analogues were also shown to oxidize at a similar potential.[19] The oxidation peak current has been used for
quantification; however, its usefulness is limited in more complex
samples, such as mixtures consisting of other opioids (e.g., cocaine
and heroin), due to their similar oxidative peak potentials (Figure S3). Oxidation of fentanyl at positive
potentials resulted in the appearance of a new set of redox peaks
at +0.08 V as previously reported.[19,20]Figure confirms that the oxidation
of fentanyl was necessary to produce the new redox features at +0.08
V corresponding to a byproduct of fentanyl oxidation. The oxidation
at +0.8 V was proposed to be a de-alkylation of fentanyl to produce
norfentanyl[19] thought to be the redox-active
compound at +0.08 V. This hypothesis will be tested in our work. The
oxidized fentanyl appeared to adsorb onto the electrode surface, which
was confirmed since the peak currents were linear with an increasing
CV scan rate (Figure S4).
Figure 2
(a) Oxidation of fentanyl
(1 ppm or 1 mg/mL) on GC. (a) CV (20
mV/s) and (b) SWV (25 Hz) of GC before (dashed line - - -) and after
(solid line —) scanning to +1.0 V/AgAgCl in the presence of
1 ppm fentanyl.
(a) Oxidation of fentanyl
(1 ppm or 1 mg/mL) on GC. (a) CV (20
mV/s) and (b) SWV (25 Hz) of GC before (dashed line - - -) and after
(solid line —) scanning to +1.0 V/AgAgCl in the presence of
1 ppm fentanyl.SWV was used to measure the presence
of adsorbed fentanyl oxidation
products at +0.08 V. SWV allowed for a measurement with decreased
background capacitance signals as compared to CV. The oxidized fentanyl
redox peak is significantly far removed from the oxidation at higher
potentials (+0.8 V) and facilitates a sensitive approach for the quantification
of fentanyl, even in the presence of other opioids. This redox feature
can be exploited for fentanyl quantification using an oxidative adsorption
strategy that enables accumulation on the electrode surface (pre-concentration
step) prior to measurements using SWV.To optimize the sensitivity
of fentanyl detection, discrete oxidative
potentials were used for a range of deposition times. The GC potential
was held at discrete values, from +0.5 to +1 V at 0.1 V increments,
for 1 min of oxidation and repeated for up to a total of 4 min of
oxidation. After each minute at the constant potential, a SWV (−0.4
to +0.4 V) was measured, and the adsorbed oxidized fentanyl redox
peak heights were determined (Figure ). For each potential used to oxidize fentanyl, the
majority of the signal was obtained after 1 min, with a minimal increase
in signal and/or saturation was observed within 4 min. A significant
potential dependence was noted with the optimum oxidative adsorption
potential of +0.8 V. Higher potentials, such as +0.9 and +1 V, resulted
in a decrease in the fentanyl signal, which could be attributed to
the oxidation of the carbon surface. The amount of oxidized fentanyl
accumulated on the GC surface that remained for subsequent SWV analysis
appeared to have had a potential dependence that correlated with the
oxidation observed in CV, clearly indicating that the redox process
at +0.08 V required the oxidation of fentanyl at positive potentials.
No measurable signal was obtained for oxidation at potentials below
+0.5 V.
Figure 3
(a) SWV peak currents for the +0.08 V/AgAgCl redox process after
applying a fixed potential for a total of 1, 2, 3, and 4 min. (b)
SWV peak currents for the +0.08 V/AgAgCl peak after 1 min at the designated
potential. The PBS electrolyte contained 1 ppm (1 mg/mL) fentanyl.
SWV was measured at 25 Hz.
(a) SWV peak currents for the +0.08 V/AgAgCl redox process after
applying a fixed potential for a total of 1, 2, 3, and 4 min. (b)
SWV peak currents for the +0.08 V/AgAgCl peak after 1 min at the designated
potential. The PBS electrolyte contained 1 ppm (1 mg/mL) fentanyl.
SWV was measured at 25 Hz.The sensitivity of fentanyl analysis using a polished GC electrode
was found to have a limited range (vide infra). Improvements in sensitivity
can be achieved through modification of the electrode surface with
carbon nanoparticles or graphene, which was demonstrated for fentanyl
detection in particular.[21] To improve the
analytical performance, the GC surface was modified with the electrophoretic
deposition and reduction of GO following the procedures developed
previously on a gold electrode.[23,24]
Characterization of the
Electrophoretic Deposition of GO Films
on GC
Following previously developed methods, GO was electrophoretically
deposited and reduced on the GC electrode, producing an electrochemically
reduced GO (ERGO) film. This work follows on from our previous studies
depositing ERGO on gold electrodes and analyzing the ERGO layers using
Raman and assessing the overlayer conductivity through the use of
metal electrodeposition.[23,24] We show that this approach
was reproducible and consistent and offers an alternative to other
methods of incorporating GO into electrochemical sensors.[21] The resulting layers were characterized by CV
and EIS to determine the changes to the surface.
Properties
of GO Deposits
Initially, three ERGO layers
of differing thicknesses were characterized. The ERGO deposition was
based on the total amount of charge passed at −0.85 V, which
were ordered from thinnest to thickest: 0.25, 0.5, and 1 mC as shown
by impedance measurements (EIS). EIS was performed at −0.1
V to characterize the interface after deposition and after pulsing
treatments (results shown in Figure S5 and Tables S1 and S2). After deposition, the capacitance of the interface
increased with the deposition charge [the CPE increased from 13.5
(0.25 mC), 22 (0.5 mC), to 37.7 (1.0 mC), all with the same exponent
(0.9–0.93)] showing the expected increase in surface area.
The CPE exponent characterized the uniformity of the deposit which
was close to 1 (0.91 ± 0.01) and did not show any dependence
on the deposition charge. The surface therefore behaved like a capacitor
with increasing surface area with deposition charge because of increased
surface roughness but without significant porosity. As the rate of
deposition did not change dramatically (Figure S2), the ERGO overlayer would have grown consistently with
time, most likely resulting in the same kind of non-porous but rough
surface.The analytical performance of the ERGO deposits was
evaluated. Following deposition, the ERGO layer was subsequently further
reduced with a series of 200 potential pulses (−1.8 V for 0.1
s and 0 V for 1 s) in the presence of 0.5 ppm fentanyl. The effects
of pulsing on the ERGO layer will be described in the next section.
This was followed by the oxidation for 1 min at +0.8 V in the presence
of 0.5 ppm fentanyl. The negative potential pulsing and +0.8 V oxidation
procedure was repeated for a total of 4 min of oxidation.As
can be seen in Figure a, the fentanyl signal increased with the thicker ERGO layer;
an approximate doubling of the 25 Hz SWV peak current measured at
+0.1 V correlated with the doubling of total ERGO deposition charge.
The advantage of a thin 0.25 mC layer was that the signal-to-background
current was superior to that of a thick 1 mC layer. A thicker layer
has a larger background charging current due to larger area and capacitance,
making low concentrations of fentanyl difficult to detect. Conversely,
a thick 1 mC layer has a higher capacity and does not reach saturation
as quickly as the thin 0.25 mC layer. Essentially, different thicknesses
of ERGO can be created and fine-tuned for the desired analytical application,
whether high sensitivity or high capacity is required. The 0.5 mC
ERGO deposit was selected as having the optimal background with largest
dynamic range for further use. Examples of the background and oxidized
fentanyl signals at +0.1 V are shown in Figure S8 for GC, 0.5, and 1.0 mC ERGO deposits.
Figure 4
(a) SWV peak current
from the oxidized fentanyl redox at +0.08
V/AgAgCl for three different ERGO layers (increasing deposition charge)
for increasing deposition time at +0.8 V/AgAgCl. These layers were
pre-treated using 200 reductive potential pulses in the presence of
0.5 ppm fentanyl. (b) SWV peak currents measured after pre-treatment
with different numbers of reductive potential pulses for the 0.5 mC
ERGO deposit in PBS with 0.5 ppm fentanyl for increasing deposition
time at +0.8 V/AgAgCl. A flowchart is provided outlining the workflow.
(a) SWV peak current
from the oxidized fentanyl redox at +0.08
V/AgAgCl for three different ERGO layers (increasing deposition charge)
for increasing deposition time at +0.8 V/AgAgCl. These layers were
pre-treated using 200 reductive potential pulses in the presence of
0.5 ppm fentanyl. (b) SWV peak currents measured after pre-treatment
with different numbers of reductive potential pulses for the 0.5 mC
ERGO deposit in PBS with 0.5 ppm fentanyl for increasing deposition
time at +0.8 V/AgAgCl. A flowchart is provided outlining the workflow.
Electrochemical Reductive Potential Pulsing
of the Deposited
ERGO Layer
As demonstrated above, a number of reductive potential
pulses were applied after the deposition of GO on GC because they
were previously shown to anneal the carbon flakes of the GO together
and create a more robust layer.[23,24] Further study was done
on the effect of reductive pulses (0, 50, and 200 pulses) on an ERGO
layer deposited with 0.5 mC of total charge (Figure b). At a fentanyl concentration of 0.5 ppm,
if no pulses were applied, the fentanyl signal increased gradually
with each round of oxidation for 1 min and had characteristics of
diffusion; however, in both cases with the 50 and 200 pulses, the
largest fentanyl signal peak was observed after only one round of
pulsing and 1 min of fentanyl oxidation. Pulsing 200 times resulted
in a signal approximately twice as large as pulsing 50 times (Figure S6). It appears that pulsing will allow
for more sensitive and faster measurements, through beneficial changes
in the ERGO layer.In situ characterization of the pulsed ERGO
deposit was performed using EIS. The changes in the ERGO layer after
pulsing showed that all the surfaces were affected similarly. The
capacitance decreased by 25% for the 0.25 mC layer and 50% for the
other two depositions, indicating a loss of material from the surface.
The CPE exponent decreased from 0.9 to 0.8, indicating an increase
in the porosity of the deposit, although the data did not fit well
for the two layers deposited at higher charge. Pulsing had a much
larger influence on the 0.5 and 1.0 mC layers. An extra time constant
parallel to the CPE was needed to accurately fit these curves (Figure S1), representing a significant change
in the ERGO layer. Introducing an extra time constant into the charging
of the interface can be interpreted as a significant increase in porous
regions in the ERGO on the electrode. This can be characterized as
a RC time constant (1 and 1.7 ms for 0.5 and 1 mC respectively), indicating
the charging rate for these porous regions. Pulsing was previously
reported to remove the GO overlayer that was deposited electrophoretically
but not reduced.[23,24] This overlayer on the pre-pulse
ERGO deposit appeared to have similar EIS characteristics (the same
CPE exponent independent of the deposition time/charge) except for
the increased roughness with longer deposition time (Figure S5). The negative potential pulse treatment was proposed
to reduce water and create H2 on the electrically conductive
ERGO. This would act to remove the non-conductive overlayer and allow
for ingress of the electrolyte into the newly uncovered or newly created
porous structures.[23,24] The EIS results are in line with
this hypothesis.A benefit of pulsing and further reduction
of the ERGO was that
pulsing quickly increased the fentanyl concentration in the ERGO layer.
Pulsing increased the rate of ingress of the electrolyte (and fentanyl)
into the porous ERGO structure. This strategy of using potential cycling
or pulsing is used to improve the wettability of carbon felts or carbon
blacks.[25] Additional pulsing and oxidation
at +0.8 V up to 4 min decreased the peak current at +0.1 V. This may
be a result of the over-oxidation of the ERGO layer, although the
decrease was not observed for the no-pulse measurements. More likely,
pulsing impacted the diffusion both into and out of the ERGO deposit,
resulting in the loss of oxidized fentanyl from the electrode surface
with additional pulsing treatment. The major benefit of pulsing an
ERGO layer in a solution of fentanyl is an increase in measurement
speed and, in this case, only one round of pulsing and subsequent
oxidation of fentanyl is required.
Electrochemical Oxidation
of Fentanyl on ERGO
After
having determined the suitable parameters for the construction of
an ERGO film on GC, namely, a total charge deposition of 0.5 mC followed
by a series of 200 reductive pulses, the surface was rigorously tested
for the analysis of fentanyl in PBS. As established in the previous
section, fentanyl was oxidized for 1 min at +0.8 V to obtain the largest
signal in the shortest period of time.To ensure a similar behavior
on ERGO as on GC, the potential dependence of oxidized fentanyl was
measured at discrete potentials in 0.1 V increments from +0.5 to +1
V. The SWV peak at +0.08 V due to redox of the products of fentanyl
oxidation measured on ERGO was similar to that of GC, in that the
maximum fentanyl signal of 23 μA was obtained at the same potential
of +0.8 V (see Figure ). The large increase in current after a 1 min oxidation at +0.8
V was dramatic at this potential and only observed at +0.7 V but not
at other potentials. This behavior was described in the previous section
where a series of negative potential pulses likely ensured that the
largest amount of fentanyl was in the ERGO film at equilibrium, and
additional rounds of pulsing and oxidation appeared to have minimal
or perhaps a deleterious effect due to diffusion of the adsorbed species
out of the ERGO and/or over-oxidation of the carbon surface.
Figure 5
(a) SWV peak
currents for the +0.08 V/AgAgCl redox process on a
0.5 mC ERGO-modified GC electrode conditioned by 200 negative potential
pulses after applying a fixed potential for a total of 1, 2, 3, and
4 min. (b) SWV peak currents for the +0.08 V/AgAgCl peak after 1 min
at the designated potential. The PBS electrolyte contained 0.5 ppm
fentanyl. SWV was measured at 25 Hz.
(a) SWV peak
currents for the +0.08 V/AgAgCl redox process on a
0.5 mC ERGO-modified GC electrode conditioned by 200 negative potential
pulses after applying a fixed potential for a total of 1, 2, 3, and
4 min. (b) SWV peak currents for the +0.08 V/AgAgCl peak after 1 min
at the designated potential. The PBS electrolyte contained 0.5 ppm
fentanyl. SWV was measured at 25 Hz.Under these optimal conditions, a calibration curve for the detection
of fentanyl using the SWV peak currents at +0.1 V was generated using
an ERGO layer created with a total charge deposition of 0.5 mC (Figure ). A measurable peak
was recorded over a wide range of concentrations, 1 ppb to 10 ppm
in PBS (examples of the SWV scans for each concentration is shown
in Figure S7). Importantly, each data point
was a separate, independent ERGO layer that was fabricated for the
single, one-time oxidation of fentanyl. Fentanyl was detected at the
lowest concentration of 1 ppb (or 1 μg/mL) with a signal of
0.15 ± 0.02 μA (error is the uncertainty in the fitted
peak height). The SWV measurement of the electrolyte measured in the
absence of fentanyl did not detect a measurable peak at +0.1 V with
the same uncertainty of 0.02 μA. Therefore, under these ideal
conditions, using the linear range between 1 and 100 ppb in Figure , a 2 ppb limit of
quantification (LOQ) can be achieved. Given the logarithmic calibration
curve, the LOQ was estimated by multiplying the uncertainty in the
fitted peak height by 10× and determining the [Fen] for this
value (represented by the red dashed line in Figure ).
Figure 6
Calibration curve for fentanyl detection using
an ERGO-modified
GC electrode (0.5 mC deposit) based on SWV peak height measured with
25 Hz. Each data point is a separate ERGO layer, subjected to 200
negative potential pulses and 1 min oxidation at +0.8 V/AgAgCl. The
curve is from fitting the Langmuir adsorption isotherm with Γmax = 55 ± 5.4 μA and Kads = 1.95 ± 0.25 ppm (r2 = 0.92).
The red line represents the LOQ estimated to be 10× the value
of the peak height uncertainty (0.02 μA) obtained in the analysis
of the SQV data for [fentanyl] = 0 and 1 ppb, which was 0.2 μA
corresponding to 2 ppb.
Calibration curve for fentanyl detection using
an ERGO-modified
GC electrode (0.5 mC deposit) based on SWV peak height measured with
25 Hz. Each data point is a separate ERGO layer, subjected to 200
negative potential pulses and 1 min oxidation at +0.8 V/AgAgCl. The
curve is from fitting the Langmuir adsorption isotherm with Γmax = 55 ± 5.4 μA and Kads = 1.95 ± 0.25 ppm (r2 = 0.92).
The red line represents the LOQ estimated to be 10× the value
of the peak height uncertainty (0.02 μA) obtained in the analysis
of the SQV data for [fentanyl] = 0 and 1 ppb, which was 0.2 μA
corresponding to 2 ppb.At higher concentrations
(i.e., >1 ppm), the signal becomes attenuated
and may be due to the increasing presence and interference due to
methanol present in the stock solutions which were used, resulting
in concentrations of 0.1% v/v methanol at 1 ppm and increasing to
1% at 10 ppm fentanyl. The adsorption properties of oxidized fentanyl
may be sensitive to the hydrophobicity of the electrolyte, which increased
with the addition of methanol. This illustrates the challenges that
are faced when using this non-specific type of detection. Nevertheless,
the calibration curve resembles a Langmuir adsorption isotherm confirmed
by a two-parameter fit shown in Figure . The linear relationship of CV peak currents on sweep
rate measured on GC, and the adsorption isotherm behavior corroborates
the adsorption of oxidized fentanyl.The high sensitivity of
the 0.5 mC ERGO layer allowed for the detection
of fentanyl to <10 ppb, whereas the lowest a 1 mC ERGO layer or
GC could detect was 10 ppb. Replicates were repeated at 1, 10, and
100 ppb and 1 and 10 ppm three times. The poor response of the GC
(Figure S8), especially with the roll-off
in signal at fentanyl concentrations >1 ppm, highlighted that using
ERGO enhanced the performance and sensitivity. Although the thicker
1 mC ERGO layer was not as sensitive as the 0.5 mC ERGO layer (Figure S8), the advantage of a thicker layer
is that it can detect fentanyl at higher concentrations without reaching
saturation as quickly as the 0.5 mC ERGO layer. Tuning the ERGO modification
of the surface for a specific analytical requirement is possible,
for example, for higher sensitivity applications such as measuring
fentanyl at biologically relevant concentrations using the 0.5 mC
ERGO layer or for lower sensitivity applications where a 1 mC ERGO
layer could be used in the rapid assessment of drug samples.The calibration curve showed how replicable the approach is—in
particular, since each ERGO layer was created repeatedly—and
measuring fentanyl, especially without the need for standard addition
or internal standards. By being able to measure fentanyl concentrations
equivalent to 3 nM (1 ppb), the approach of using ERGO to enhance
sensor sensitivity is sufficient for quantifying fentanyl at biologically
relevant concentrations (<80 nM), though further work is required
to realize these detection limits in complex biological matrices.[19]
Detection and SWV Frequency Dependence of
Fentanyl and Derivatives
Arguably, the difficulties in identifying
opioids in the drug supply
are the rapidly evolving nature of synthetic derivatives and the rapid
assessment of the presence and identification of fentanyl and other
more potent fentanyl derivatives. As shown earlier, the oxidation
of fentanyl results in a signal corresponding to an adsorbed species
at +0.08 V. In addition to fentanyl, other derivatives have been tested:
norfentanyl (a precursor in the synthesis of fentanyl), carfentanil
(a more acutely potent and highly toxic derivative of fentanyl), and
alfentanil (another synthetic opioid used for anesthesia). The structures
of these compounds are shown in Figure .All fentanyl analogues tested (at 1 ppm) after
oxidation at +0.8 V for 1 min displayed a peak in the SWV (25 Hz)
around +0.08 V (see Figure ). Unique electrochemical signatures for each compound were
observed and could be used for identification and quantification;
for example, alfentanil showed a peak of 18 μA that was the
most positive at +0.14 V, whereas carfentanil had a peak of 9 μA
at +0.10 V and also produced a secondary peak at +0.42 V that could
be useful for measurements of mixtures.
Figure 7
SWV scans (positive scans)
for four different fentanyl analogues
(1 ppm) measured at 25 Hz on a ERGO-modified GC electrode (0.5 mC
after 200 negative potential pulses) after 1 min oxidation at +0.8
V/AgAgCl. Inset: Comparison of the frequency-normalized peak currents
with SWV frequency for the four fentanyl analogues (Fen—fentanyl,
Nor—norfentanyl, Car—carfentanil, and Alf—alfentanil).
SWV scans (positive scans)
for four different fentanyl analogues
(1 ppm) measured at 25 Hz on a ERGO-modified GC electrode (0.5 mC
after 200 negative potential pulses) after 1 min oxidation at +0.8
V/AgAgCl. Inset: Comparison of the frequency-normalized peak currents
with SWV frequency for the four fentanyl analogues (Fen—fentanyl,
Nor—norfentanyl, Car—carfentanil, and Alf—alfentanil).Oxidizing norfentanyl yielded a peak that was centered
at the same
potential as fentanyl (+0.08 V), although the magnitudes were very
different (34 μA for fentanyl compared with 0.5 μA for
norfentanyl). In the literature, it is theorized that the adsorbed
species formed from fentanyl oxidation is norfentanyl;[19] however, it appeared that the proposed mechanism
of oxidation on the ERGO surface was not supported with our data given
that there was no evidence of norfentanyl redox from the full SWV
scans (Figure S9b) and a very small redox
peak after norfentanyl oxidation at +0.8 V. It is possible that +0.8
V is not the optimal oxidation potential for norfentanyl (closer to
+1.0 V), but its presence alone does not yield a large signal (as
would have been expected had norfentanyl been the redox-active byproduct
at +0.1 V as reported previously in the literature). Oxidation of
norfentanyl was necessary to produce an adsorbed species with similar
electrochemical characteristics as that of oxidized fentanyl. Further
study is required to identify the redox-active adsorbed oxidation
product of the fentanyl family of compounds.The fentanyl analogues
analyzed differed in the peak potentials
measured using SWV and can be advantageous as this property could
be used to differentiate between compounds. The peak potentials measured
at 25 Hz for the adsorbed oxidized compound differed significantly
in some cases (e.g., a +40 mV shift for alfentanil vs fentanyl), which
could be exploited for identification. Similarly, the peak amplitude
varied depending on the SWV frequency. As depicted in Figure b, all the compounds behaved
differently when the SWV measurements were made at 7, 25, and 37 Hz
(the SWV are directly compared in Figure S9). The SWV of the adsorbed redox-active species was sensitive to
the measurement frequency. The standard rate constant (ks) can be estimated by finding the frequency where Δi/f is a maximum.[26,27] Due to the restricted frequency range measured, the data suggest
that the redox of the fentanyl oxidation product has a much larger ks than the oxidation product for the other analogues.
Δi/f decreased with frequency
for both carfentanil and alfentanil. More study is warranted to investigate
the origin of this difference and the oxidation products that are
adsorbed. From an analytical point of view, the combination of differing
peak potentials in conjunction with the peak current frequency dependence
could be used to selectively identify fentanyl and common fentanyl
derivatives in a solution using only electrochemical measurements.
Detecting Fentanyl in the Presence of Other Opiates or Cutting
Agents
The illicit opioid drug supply contains a number of
other compounds in addition to the opioid. Often, the sample can contain
other psychoactive substances, either unwanted or unknown. In Canada,
more than 50% of the accidental deaths involved a stimulant (e.g.,
cocaine), illustrating the complex nature of the overdose crisis.[1] Presently, the use of fentanyl as an opioid of
choice has resulted in a demand for fentanyl. The wide range of fentanyl
content in the unregulated drug supply results in many overdose deaths.
A quantitative measure of fentanyl in the illicit drug supply would
be beneficial for harm reduction strategies, preventing overdose and
death.[28,29] We show the advantages of our electrochemical
approach of quantifying fentanyl in a drug sample, or as the adulterant
in heroin and cocaine samples without having to physically separate
fentanyl using a liquid chromatography separation column in an additional
step, saving time.Given that the major oxidative signal for
fentanyl, heroin, and cocaine occurs between +0.8 and +1 V (Figure S3), that peak has limited utility in
measuring the constituent components from a mixture. As established
earlier, the oxidative product of fentanyl and its analogues has an
adsorptive peak at +0.08 V and can be used to isolate and measure
the fentanyl component of a fentanyl/heroin or fentanyl/cocaine mixture.
This was done using a ratio of fentanyl to heroin or fentanyl to cocaine
in these experiments, which ranged from 0.1 to 10%. The upper maximum
was based on the previous literature, indicating that most drug samples
consisted of about 10% fentanyl and overdose deaths revealed an average
of about 10% fentanyl to morphine in blood.[30]Measurements using a mixture of heroin at 10 ppm and fentanyl
ranging
from 0.01 to 1 ppm (0.1–10%, respectively) were performed.
Fentanyl was quantified in the presence of heroin using the adsorption
of the oxidized fentanyl (Figure ). The fentanyl response was attenuated by 40–50%
relative to the calibration curve generated in Figure , but the response is similar and follows
the same trend. A mixture of cocaine at 10 ppm and fentanyl ranging
from 10 ppb to 1 ppm also exhibited a comparable behavior (Figure ) with a similar
attenuation in the response. The heroin and cocaine additions were
from stock solutions made up in methanol or acetonitrile. The adsorption
of the fentanyl oxidation product may be sensitive to the hydrophobic
nature of the electrolyte as suggested in the calibration curve results
(Figure ). This characteristic
points to the need for an internal standard to ameliorate these errors.
Figure 8
Calibration
curve for fentanyl detection using an ERGO-modified
GC electrode (0.5 mC deposit) based on SWV peak height measured with
25 Hz. Each data point is a separate ERGO layer subjected to 200 negative
potential pulses and 1 min oxidation at +0.8 V/AgAgCl. The fitted
curve shows the Langmuir adsorption isotherm from Figure . Fentanyl was determined in
the presence of 10 ppm of heroin (Her), cocaine (Coc), or sucrose
(Suc).
Calibration
curve for fentanyl detection using an ERGO-modified
GC electrode (0.5 mC deposit) based on SWV peak height measured with
25 Hz. Each data point is a separate ERGO layer subjected to 200 negative
potential pulses and 1 min oxidation at +0.8 V/AgAgCl. The fitted
curve shows the Langmuir adsorption isotherm from Figure . Fentanyl was determined in
the presence of 10 ppm of heroin (Her), cocaine (Coc), or sucrose
(Suc).By extension, the detection of
fentanyl is possible in the presence
of other compounds used to bulk-up illicit drug samples, such as sucrose
and caffeine; those compounds do not display an electrochemical signal
(Figure S10). As illustrated in Figure , the presence of
sucrose did not significantly affect the fentanyl measurements above
10 ppb. This is important since current methodologies utilize FTIR
measurements,[10] which suffer from low sensitivity
for fentanyl and the presence of sucrose complicates the quantification
of fentanyl. Here, we have established a procedure that enables the
in situ detection of fentanyl in the presence of sucrose. FTIR would
also struggle with analysis of carfentanil as it would be present
in a lower concentration.In addition, the recent prevalence
of benzodiazepines in the illicit
drug supply[29] demonstrates that there is
a pressing need to be able to detect and quantify both drugs. The
fentanyl signal can be separated out from benzodiazepines, such as
lorazepam, as it has an oxidative peak around +1.1 V far from the
adsorptive peak of fentanyl at +0.08 V.
Conclusions
Electroanalysis
of fentanyl was demonstrated via the adsorption
of the oxidation product of fentanyl, which was used for quantification
on GC electrodes. The optimal oxidation potential was determined to
be +0.8 V/AgAgCl, resulting in maximum redox peak currents at 0.08
V/AgAgCl when measured by SWV at 25 Hz. Improved detection limits
were achieved with an ERGO modification of the GC electrode. This
created a large surface area and a porous electrode surface, which
enhanced the detection limit of the adsorbed oxidation product of
fentanyl. The ERGO deposition conditions could be modified to optimize
the deposit (thick or thin) tailored to the analytical requirements
of greater sensitivity or a larger working range. Before analytical
measurements, a pre-treatment using reductive potential pulsing was
found to quickly exchange the electrolyte within the extended (three-dimensional)
electrode volume, reducing the time for analysis. The LOQ was estimated
to be ≤10 ppb under optimal conditions in PBS using SWV. Fentanyl
analogues such as carfentanil and alfentanil were also detected using
the same method but at differing levels of sensitivity. Differences
in the redox potential and the frequency dependence of the SWV peak
currents were observed, which provide an opportunity for detection
of a mixture of fentanyl-like compounds using this method. Norfentanyl
did not produce a significant redox peak under these conditions, suggesting
that it is not the adsorbed product of fentanyl oxidation that was
used for quantification. Fentanyl detection via the adsorption of
oxidized fentanyl produced similar results in the presence of a 100-fold
excess of other compounds that may be found in illicit drug samples
such as heroin, cocaine, caffeine, or sucrose. This measurement strategy
provides a platform for the development of an inexpensive and sensitive
POU device for drug checking services, which form part of the harm
mitigation strategies used in response to the opioid overdose crisis.
Authors: Sarah A Goodchild; Lee J Hubble; Rupesh K Mishra; Zhanhong Li; K Yugender Goud; Abbas Barfidokht; Rushabh Shah; Kara S Bagot; Alastair J S McIntosh; Joseph Wang Journal: Anal Chem Date: 2019-02-22 Impact factor: 6.986
Authors: Francesco Paolo Busardò; Jeremy Carlier; Raffaele Giorgetti; Adriano Tagliabracci; Roberta Pacifici; Massimo Gottardi; Simona Pichini Journal: Front Chem Date: 2019-04-02 Impact factor: 5.221
Authors: Kristy M Scarfone; Nazlee Maghsoudi; Karen McDonald; Cristiana Stefan; Daniel R Beriault; Ernest Wong; Mark Evert; Shaun Hopkins; Peter Leslie; Tara Marie Watson; Dan Werb Journal: Harm Reduct J Date: 2022-01-11
Authors: Lexis R Galarneau; Jesse Hilburt; Zoe R O'Neill; Jane A Buxton; Frank X Scheuermeyer; Kathryn Dong; Janusz Kaczorowski; Aaron M Orkin; Skye Pamela Barbic; Misty Bath; Jessica Moe; Isabelle Miles; Dianne Tobin; Sherry Grier; Emma Garrod; Andrew Kestler Journal: PLoS One Date: 2021-07-29 Impact factor: 3.240