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The electrocatalytic oxidation of neurotransmitters on the electrodes modified with oppositely charged carbon nanoparticles has been investigated. These nanoparticles were deposited at the electrode from the aqueous suspensions via a layer-by-layer method. The electrocatalytic response was evaluated by cyclic voltammetry, differential pulse voltammetry, and chronoamperometry. The modified electrode exhibited good electrocatalytic properties towards not only dopamine oxidation, but also for epinephrine and serotonin oxidation. This allows us to separate their voltammetric signals from the signals of interfering substances such as ascorbic acid or uric acid. The obtained calibration curves are in the range 0.4–350 μM, 1–49 μM and 0.8–100 μM with detection limits of 0.4 μM, 1.0 μM and 0.8 μM for dopamine, epinephrine and serotonin, respectively. In addition these carbon nanoparticulate electrodes showed excellent sample to sample reproducibility (the relative standard deviations for n = 7 equal 0.7%) and, maintained 94% of electrochemical signal corresponding to dopamine oxidation after 18 month storage.
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Electrochemical determination of selected
neurotransmitters at electrodes modied with
oppositely charged carbon nanoparticles
Magdalena Kundys,
a
Katarzyna Szot,*
ab
Ewa Rozniecka,
a
Martin J¨
onsson-Niedzi´
ołka,
a
Ruth Lawrence,
c
Steven D. Bull,
c
Frank Marken
c
and Marcin Opallo
a
The electrocatalytic oxidation of neurotransmitters on the electrodes modied with oppositely charged
carbon nanoparticles has been investigated. These nanoparticles were deposited at the electrode from
the aqueous suspensions via a layer-by-layer method. The electrocatalytic response was evaluated by
cyclic voltammetry, dierential pulse voltammetry, and chronoamperometry. The modied electrode
exhibited good electrocatalytic properties towards not only dopamine oxidation, but also for epinephrine
and serotonin oxidation. This allows us to separate their voltammetric signals from the signals of
interfering substances such as ascorbic acid or uric acid. The obtained calibration curves are in the range
0.4350 mM, 149 mM and 0.8100 mM with detection limits of 0.4 mM, 1.0 mM and 0.8 mM for
dopamine, epinephrine and serotonin, respectively. In addition these carbon nanoparticulate electrodes
showed excellent sample to sample reproducibility (the relative standard deviations for n¼7 equal 0.7%)
and, maintained 94% of electrochemical signal corresponding to dopamine oxidation after 18 month
storage.
1. Introduction
Neurotransmitters are chemical substances which are respon-
sible for communication between nerve cells. Dopamine (DA),
epinephrine (EP) and serotonin (5-HT) are among the most
abundant neurotransmitters. Although their concentration in
most of the body is very low (normal levels in serum are <8.9
10
10
mol dm
3
, 1.11.4 10
8
mol dm
3
, and 4.512 10
7
mol dm
3
for DA, EP and 5-HT, respectively
1
) they have a
signicant impact on human endocrine and immune systems.
The lack of balance between them may increase the risk of
developing diseases such as Parkinson's, Alzheimer's, Schizo-
phrenia, various neuroblastoma, adrenocortical carcinoma,
pituitary adenoma or depression.
2,3
In order to diagnose these
diseases an assay of neurotransmitters is highly desirable.
Currently, a wide range of techniques such as chromatographic
methods,
4
electrophoresis,
5
electrochemical methods,
6
uo-
rimetry,
7
and mass spectroscopy
8
are applied for detection of
DA, EP and 5-HT (or their metabolites
9
) in real samples (serum
or urine).
1013
The electrochemical methods are simple, highly
selective and sensitive, cheap and the electrochemical devices
are easy to miniaturize. These advantages make them suitable
for clinical analysis. However, the main drawback of the elec-
trochemical methods is the overlap of the electrochemical
signal of neurotransmitters with the signal of some interfering
substances such as ascorbic acid (AA) or uric acid (UA) which are
present in high concentrations: AA (0.10.6 mM) in the extra-
cellular uid of the brain,
14
UA in the blood (0.150.45 mM) or
that excreted in urine (1.192.98 mmol per day).
15
This problem
can be solved by electrode modication with enzymes from the
oxidoreductase group e.g. laccase,
16
and/or nanomaterials
11,1720
which exhibit electrocatalytic activity towards oxidation of
phenolic compounds (DA, EP) or aromatic amines (5-HT). This
signicantly improves the selectivity of electrochemical sensors
for neurotransmitters. Although successful application of
unmodied edge plane pyrolytic graphite electrodes for
neurotransmitters' sensing
10
in the presence of interfering
compounds was reported, this material is expensive and not
suitable for thin lm preparation.
Among nanoparticulate materials successfully applied for DA,
EP and 5-HT electrochemical sensing one can nd mainly
metal,
17,21
metal oxide
18
and carbon-based nanostructures.
2224
The
latter group has gained attention due to its remarkable electro-
chemical properties (electrocatalytic ability, superb electrical
conductivity and high surface area). Carbon-based materials like
carbon nanotubes
19,2527
or graphene
20,28,29
have been widely applied
for selective electrochemical determination of DA, EP and 5-HT.
Quite recently hydrophilic carbon nanoparticles (CNPs) with
a
Institute of Physical Chemistry, Polish Academy of Sciences, ul. Kasprzaka 44/52,
01-224 Warszawa, Poland. E-mail: kszot@ichf.edu.pl; Fax: +48 22 343 3333
b
Department of Molecular Biology, University of Gdansk, ul. Wita Stwosza 59, 80-308,
Gdansk, Poland
c
Department of Chemistry, University of Bath, Bath, BA2 7AY, UK
Electronic supplementary information (ESI) available. See DOI:
10.1039/c4ay01344a
Cite this: Anal. Methods,2014,6,7532
Received 5th June 2014
Accepted 8th July 2014
DOI: 10.1039/c4ay01344a
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phenyl sulfonate functionalities as one of the nanoparticulate
forms of carbon were introduced for electrode modication.
3033
This material is commercially available from Cabot Corporation
(Emperor 2000) and its production is based on diazonium
34
chemistry or controlled vapour-phase pyrolysis of hydrocarbons.
35
Unlike carbon nanotubes or graphene, it has been known for many
years and it is widely used in industry, for example as a ller or a
pigment. It oers most of the advantages of nanocarbons like
extremely high surface area, high level of interfacial edge sites,
reactive surface sites and good electrical conductivity.
In contrast to other nanocarbon materials CNPs form a
stable suspension in water, because of their hydrophilic func-
tionalities. The negative charge of phenylsulphonate functional
groups makes them suitable for electrode surface modication
with a layer-by-layer procedure.
33
Their deposition at the electrode surface has been achieved
for example by encapsulation in the polymer,
36
using electro-
static interactions with polyelectrolytes
30,37,38
or with positively
charged objects (gold nanoparticles
39
and functionalized sili-
cate submicrometer particles
40,41
), solgel processed silicate
lms,
31
or just by drop-coating the CNP suspension on the
electrode surface.
42,43
Commercially available CNPs can be
further functionalized to replace the sulfonate functionalities
with positively charged ammonium groups. This modication
allows the production of three-dimensional nanoparticulate
lm electrodes,
44
built entirely from carbon.
The CNP-based electrodes
45
were already applied for elec-
trochemical sensing of biologically important substances:
acetaminophen and tramadol simultaneously,
42
naltrexone,
43
azathioprine,
46
piroxicam,
47
dopamine in the presence of
ascorbate,
30,41
and benzophenone or triclosan.
48
These elec-
trodes also provide favorable conditions for ecient electron
exchange between the electrode substrate and a wide range of
redox enzymes.
32,33,49,50
Recently one of these electrodes has
been successfully applied as an anode in a self-powered sensor
for ascorbic acid detection.
51
Although lms consisting of CNPs linked with ionomers
30
or
functionalized silicate submicroparticles
41
were earlier employed
for DA detection, here we propose to apply a lm electrode
entirely composed of oppositely charged carbon nanoparticles
for electrochemical determination of selected neurotransmitters:
DA, EP and 5-HT in the presence of interfering substances.
Although the detection limit of the obtained electrodes is too
high for analysis of real human (serum) samples these electrodes
can still, thanks to the wide analytical window, be applied for
monitoring of neurotransmitter release from cells in the near
eld.
52,53
In fact there are no reported instances of DA detection
using electrochemical methods that can measure DA level found
in serum, with the exception of the ow injection analysis. But
this is a method that is not discriminating and requires prior
separation of analytes using e.g. HPLC.
2. Experimental section
2.1. Chemicals and materials
DA, EP, UA, and 5-HT were purchased from SigmaAldrich, and
AA was from Riedel-de Ha¨
en. H
3
PO
4
and NaOH were purchased
from Chempur. Negatively charged CNPs (ca. 7.8 nm mean
diameter, with a typical bulk density of 320 g dm
3
, Emperor
2000) were supplied by Cabot Corporation (Dukineld, United
Kingdom). These nanoparticles were used for preparation of
positively charged CNPs following a procedure described
earlier.
44
Indium tin dioxide (ITO) coated glass plates (resis-
tivity: 812 Ucm) were obtained from Delta Technologies Ltd.,
USA. Water was ltered and demineralized with an ELIX system
(Millipore). All reagents were used as received.
2.2. Electrode modication
The carbon nanoparticles were immobilized onto indium tin
oxide (ITO) covered glass sheets via layer-by-layer assembly.
33
Before the preparation the substrate was cleaned with ethanol,
then with deionized water and nally heated for 30 minutes in a
tube furnace (Barnstead International) at 500 C in air to
remove organic impurities. Suspensions of both types of parti-
cles were obtained by mixing 3 mg of particles with 1 ml of
deionized water followed by sonication of the mixture for
1 hour. ITO slides were immersed alternately into the positively
and negatively charged CNP suspension for 1 minute. Every
such step was followed by drying and immersion in pure water
for 2 s to remove weakly bonded particles. The above procedure
will be called one immersion and withdrawal step in this paper.
The electrodes prepared by 1, 3, 5 and 10 alternative immersion
and withdrawal steps will be marked CNP (+/), CNP (3+/),
CNP (5+/) and CNP (10+/). The electrode surface was dened
by masking the electrode with scotch tape so as to expose a
circular area of 0.2 cm
2
. Electric contact was assured by a piece
of copper tape between a crocodile clip and the conducting side
of the ITO glass.
2.3. Instrumentation and cell
Electrochemical experiments were performed with an Autolab
PGSTAT 30 (Metrohm Autolab) electrochemical system with GPES
soware in a conventional three electrode cell. Modied ITO,
platinum wire (d¼0.5 mm) and Ag|AgCl|KCl
sat.
were used as the
working, counter and reference electrodes, respectively. All
experiments were carried out at ambient temperature (22 2C).
3. Results and discussion
3.1. Electrochemical behaviour of dopamine at the electrode
modied with carbon nanoparticles
Fig. 1 shows cyclic voltammograms of dopamine at the elec-
trodes modied with dierent numbers of layers of carbon
nanoparticles (curve (be)) and at a bare ITO electrode (curve
(a)) in a 0.1 M phosphate buer solution (pH 5.0) in the pres-
ence of interfering substances (AA and UA). The concentration
of dopamine in this case is very high; therefore these experi-
ments were performed at pH 5.0 in order to avoid eects of DA
polymerization. At the bare ITO electrode, only two poorly
dened anodic peaks are visible indicating that the signals of
DA and AA overlap. In contrast, three well dened oxidation
peaks at about 0.2 V, 0.48 V and 0.58 V corresponding to the
oxidation of AA, DA, and UA, respectively are seen on
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voltammograms recorded at the carbon nanoparticulate elec-
trodes. Obviously this material catalyzes the oxidation of AA and
DA as can be judged by the negative shiof their peak poten-
tials. This leads to better separation of their electrochemical
signals. Reversible voltammetry is recorded for DA (see ESI
Fig. S1 and S2(A)). Similar results were observed earlier on
other CNP modied electrodes where the protonated form of
DA probably interacted via electrostatic interactions with
negatively charged CNP, promoting accumulation of dopa-
mine.
14,41
Moreover, the value of the current density, at the CNP
modied electrodes, is signicantly higher than that on a bare
ITO electrode. This result together with voltammetric signal
separation indicates that CNPs create a well developed electrode
surface suitable for (bio)sensing.
33,49
For the number of deposition steps greater than three the
magnitude of the anodic peak current density increases only
slightly and the peak positions stay basically the same (Fig. 1).
This conrms that already the CNP (3+/) electrode exhibits
a strong electrocatalytic eect oering high current density and
signal separation and therefore it was selected for further
experiments. From SEM images it was noted that this was the
smallest number of steps that covers the whole electrode
surface without leaving bare ITO
33
(Fig. 2).
Additionally, voltammetric experiments which were per-
formed in the presence of a simple redox probe such as
Fe(CN)
63
does not indicate any accumulation eect (see ESI
Fig. S3). This indicates strong electrostatic interactions
between both components of the lm contributing to its
stability. Also, as can be observed from the cyclic voltammo-
grams obtained for the electrode modied by CNP (3+/) and
bare ITO electrode the presence of a carbon nanoparticulate
material increases the capacitive current demonstrating a well
developed electro-active surface area (see ESI Fig. S3). However
the increase of the faradaic current is not observed because the
electrochemical reaction occurs only at the outer layer of carbon
nanoparticles.
The electrochemical oxidation of dopamine and the studied
interfering compounds is two-electron coupled with two-proton
reactions.
10,30,54
Therefore, the behaviour of the CNP (3+/)
electrode was additionally studied in a wider pH range (Fig. 3).
Indeed, at pH 5.0 the peak potentials are shied towards more
positive values as compared with pH 8.0, showing that protons
participate in the electrochemical reaction. As can be seen in
the inset of Fig. 3 the peak potential for DA (E
p
¼0.082 pH +
0.84, R
2
¼0.91) oxidation varies linearly with pH with a slope
value diverging from the theoretical value of 0.059 V per pH
unit. This is probably due to adsorption of polymerised dopa-
mine formed during the electrooxidation reaction at the pH
higher than 5 that blocks the electrode surface.
55,56
As a result,
the studied electrode reaction at pH above 5 might be rather
quasi- than reversible.
The stability of the voltammetric response of the CNP (3+/)
electrodes was also evaluated (Fig. 4). This experiment was
carried out at pH 7.0 in order to simulate physiological condi-
tions. The magnitude of the peak current density corresponding
to DA (and also UA) oxidation decreased only by ca. 6% aer
18 months on shelf in air (778.89 mAcm
2
29.14 mAcm
2
for
n¼6). The signal corresponding to AA oxidation is more
aected by storage, but this is less important if DA is an analyte.
3.2. DA, EP and 5-HT sensing
The DPV method oers improved sensitivity in both the elec-
trochemical signal and the detection limit as compared to cyclic
voltammetry;
57
therefore the response of the DA in a phosphate
Fig. 1 Cyclic voltammograms obtained with (a) bare ITO and (b) CNP
(+/), (c) CNP (3+/), (d) CNP (5+/) and (e) CNP (10+/) electrodes
in 2 mM AA, 2 mM DA, and 1 mM UA in 0.1 M phosphate buer at pH
5.0. Scan rate: 20 mV s
1
.
Fig. 2 SEM image of the ITO electrode coated by three immersion and
withdrawal steps to positively and negatively charged carbon nano-
particles aqueous suspensions alternately.
Fig. 3 Cyclic voltammograms obtained with a CNP (3+/) electrode
in 2 mM AA, 2 mM DA, and 1 mM UA in a 0.1 M phosphate buer at pH
(a) 5.0, (b) 6.0, (c) 7.0, and (d) 8.0. Scan rate: 20 mV s
1
.
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buer solution with pH 5.0 and 7.0 in the presence of the
interfering substances was investigated via application of that
technique (Fig. 5). Additionally, a CNP (3+/) electrode was
utilized for detecting other neurotransmitters such as EP and
5-HT in the presence of UA and AA (Fig. 6). DA, EP and 5-HT are
implicated in several neurological diseases, and at the same
time they coexist in biological systems inuencing each other.
Therefore, in terms of better diagnostics and studies under
chroman cells, it is useful to detect them separately in their
mixture.
10,12,13
Unfortunately, the simultaneous determination
of DA, EP and 5-HT with the CNP (3+/) electrode was not
possible (see ESI Fig. S4) because of the similar oxidation
potentials of DA and EP (see ESI Fig. S1 and S2) leading to
overlap of those peaks (see ESI Fig. S4 and S5). Therefore they
have been studied separately.
As is seen in Fig. 5, the peak current corresponding to elec-
trooxidation of DA increases with the increase of the target
biomolecule concentration. However the peak current vs. DA
concentration (c
DA
) dependence is clearly not linear. This is
most likely due to adsorption of polymerised dopamine formed
during the electrooxidation reaction that blocks the electrode
surface
55,56
suggesting that maintaining pH at 5 is not enough to
prevent the polymerization of DA. By modeling the adsorption
using a Hill isotherm
14,5860
the peak current vs. c
DA
dependence
can be tted to the function:
IDA ¼ScDA1
cDA
m
KAþcDAmþB;(1)
where Bis an oset, Sis the sensitivity, K
A
is related to the
adsorption strength and mis the Hill cooperativity coecient.
In this case m¼0.75; a value less than unity, which means that
the adsorption is negatively cooperative. This model was
recently used to model the response curve of dopamine deter-
mination in a microuidic system. At low concentrations the
adsorption has a minor eect, and the response is simply given
as I
DA
¼Sc
DA
+B. For pH 5.0 and 7.0 respectively, the
detection limits are estimated to be 0.4 mM and 0.3 mMatS/N¼
3, and the relative standard deviations (RSD%) for n¼7 equal
0.7% and 1.1%. The eect of DA polymerization is more
pronounced at higher pH, which is clearly seen by the blocking
eect on the peak currents of UA and AA as in Fig. 5B.
The detection limit of the CNP (3+/) electrode is slightly
higher than that reported earlier for other CNP lms obtained
by the layer-by-layer method.
30,41
However, the proposed carbon
nanoparticulate electrode showed signicant advantage over
above-mentioned electrodes
30,41
and other nanocarbon based
electrodes in terms of reproducibility and stability (Table 1).
Additionally its preparation is fast and straightforward.
Further we explored the possibility of determination of the
neurotransmitters EP and 5-HT in the presence of UA and AA
separately with the CNP (3+/) electrode (Fig. 6). Fig. 6A and B
demonstrate results of DPV measurements in micromolar
solutions of epinephrine or serotonin in the presence of 2 mM
ascorbic acid and 1 mM uric acid. Under these conditions the
EP oxidation peak is seen at ca. 0.40 V whereas the signal of
5-HT is split into two oxidation peaks at ca. 0.05 V and 0.25 V.
Such results were earlier reported by Yao et al.
64
and explained
by the formation of electro-active intermediate products of 5-HT
oxidation.
64
From dierential pulse voltammetry experiments (Fig. 6A) it
is clearly visible that the EP peak current is proportional to the
epinephrine concentration, and the CNP (3+/) electrode shows
a linear range from 1 to 49 mM with the detection limit (S/N¼3)
equal to 1 mM (Table 2). In the case of serotonin a similar eect
as that for DA is observed where the dependence of peak current
of DA on concentration is not linear (Fig. 6B). The obtained
Fig. 4 Cyclic voltammograms obtained with (a) fresh and (b) 18 month
stored CNP (3+/) electrodes in 2 mM AA, 2 mM DA, and 1 mM UA in a
0.1 M phosphate buer at pH 7.0. Scan rate: 20 mV s
1
.
Fig. 5 DPV voltammograms obtained with a CNP (3+/) electrode immersed in (A) 2 mM AA, 0.4350 mM DA and 1 mM UA in a 0.1 M phosphate
buer at pH 5.0; (B) 2 mM AA, 0.3160 mM DA and 1 mM UA in a 0.1 M phosphate buer at pH 7.0. DPV parameters scan rate: 20 mV s
1
, pulse
interval: 100 ms, pulse amplitude: 50 mV, and pulse width: 50 ms.
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calibration curve for serotonin is in the range 0.8100 mM with
the detection limit (S/N¼3) equal to 0.8 mM (Table 2). Also
similar to the case of DA the intensities of the signals related to
AA and UA oxidation evolve with the increase of EP and 5-HT
concentration (Fig. 6A and B). This might result from adsorp-
tion of EP and 5-HT during their oxidation.
The proposed electrochemical sensor exhibits a higher
detection limit of epinephrine in comparison with the other
CNT
25,27,65,66
and graphene
28
based sensors, but a wider linear
dynamic range than that of CNT modied basal plane pyrolytic
graphite.
25
In the case of serotonin, the detection limit of the
CNP-based sensor is higher than that at a carbon ionic liquid
electrode modied with Co(OH)
2
nanoparticles and multi-wal-
led carbon nanotubes
26
and a graphene modied glassy carbon
electrode
67
but lower than that at multimembrane carbon ber
microelectrodes.
24
In order to evaluate response time and stability of the
obtained CNP-based sensor chronoamperometry was per-
formed. These experiments were carried out with stirring at
0.45 V, 0.40 V and 0.25 V in dopamine, epinephrine and
serotonin solutions, respectively. In order to avoid the impact
of the signals from interfering substances on the detection of
5-HT the 0.25 V potential was chosen instead of 0.05 V. Aer
successive addition of 182 ml of 1 mM neurotransmitter
solutions to 6.5 ml of phosphate buer solution, a stepwise
growth of the oxidation current is observed (Fig. 7). The
current stabilizes aer 55 s, 55 s, and 16 s for DA, EP and
5-HT,respectively.InthecaseofDAandEPthesignalisquite
stable for 40 minutes; however for 5-HT it disappears aer 7
minutes. This may be due to the fact that serotonin reaches
saturation earlier than DA and EP, but this can also be
attributed to the fact it breaks down and therefore the
Fig. 6 DPV voltammograms obtained with a CNP (3+/) electrode immersed in (A) 2 mM AA, 149 mM EP and 1 mM UA in a 0.1 M phosphate
buer, pH 5.0 and (B) 2 mM AA, 0.8100 mM 5-HT and 1 mM UA in a 0.1 M phosphate buer, pH 5.0. DPV parameters scan rate: 20 mV s
1
, pulse
interval: 100 ms, pulse amplitude: 50 mV, pulse width: 50 ms.
Table 1 Comparisons of analytical parameters of dierent nanocarbon-based electrodes applied for determination of dopamine
a
Electrode material Interferences
Calibration
range (mM)
Detection
limit (mM)
RSD
(%) Stability Method Ref.
ITO/functionalized silicate particles/CNP AA, UA, AC, citric acid,
NADH, tryptophan
0.318 0.1 1.64 50% aer
10 days
DPV 41
ITO/CNP/PDDA AA 0.110 0.05 —— DPV 30
ITO/polyaminoamine-MWCNT/Ni
tetrasulfonated phthalocyanines
AA 2.5240 0.54 —— CV 61
GC/SWCNT/cetylpyridinum bromide AA, UA, citric acid, glucose,
cysteine, hippuric acid
4120 0.6 —— DPV 19
GC/OMC/Naon AA, UA 190 0.5 —— DPV 23
CFE/GEF AA, UA 1.36125.69 1.36 1.8 96.3% aer
20 days
DPV 20
GC/CNO/PDDA AA, UA 504000 10 1.5 DPV 22
GC/b-cyclodextrin-MWCNT/chitosan 0.125 0.06 4.6 85% aer
30 days
DPV 62
GC/functionalized-OMC/IL AA 0.1500 0.0041
b
6.4 97.1% aer
1 week
DPV 54
Graphite/PDDA/MWCNT-polystyrene
sulfonate
AA, UA 50350 0.15 2.5 90% aer
3 weeks
AC 63
ITO/CNPs AA, UA 0.4350 0.4 0.7 94% aer
18 months
DPV This
work
a
OMC, ordered mesoporous carbon; GC, glassy carbon; MWNT, multi-walled carbon nanotube; SWNT, single-walled carbon nanotube; PDDA,
poly(diallyldimethylammonium chloride); IL, ionic liquid; CFE, carbon bre electrode; GEF, graphene owers; CNO, carbon nanoanion.
b
The
lowest concentration actually measured is 0.1 mM.
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concentration does not increase between measurements.
The serotonin calibration curve is also markedly non-linear,
and can be tted with the same model as used above
for DPVs.
4. Conclusions
In the current study lm electrodes composed of oppositely
charged carbon nanoparticles were utilized as electro-
chemical CNP-based sensors for detecting selected neuro-
transmitters. These electrodes exhibit electrocatalytic
oxidation of DA, EP and 5-HT. The coexisting AA and UA had
not interfered in detection of the above mentioned analytes,
due to an electrocatalytic eect. The constructed CNP-based
sensor exhibits a wide calibration range with good low
detection limit and stability. Even though the simultaneous
determination of each neurotransmitter from its mixture was
not possible with the CNP (3+/) electrode, this electrode can
be successfully applied for distinction of the two of them.
Also it is worth noting that the obtained CNP-based sensor is
reproducible from sample to sample and stable over 18
months' storage. Additionally, its preparation is fast,
straightforward, and precludes the usage of volatile organic
solvents. It uses very cheap, commercially available
substrates as compared to pyrolytic graphite, carbon nano-
tubes or graphene. Therefore, it seems to be a promising
candidate for sensing neurotransmitters and other biologi-
cally important molecules dicult to oxidize at standard
electrodes.
Acknowledgements
This project was funded by the European Union within Euro-
pean Regional Development Fund, through grant Innovative
Economy (POIG.01.01.02-00-008/08).
Table 2 Calibration curve parameters for the determination of DA, EP and 5-HT at a CNP (3+/) modied ITO electrode in 2 mM AA and 1 mM
UA in a 0.1 M phosphate buer at pH 5.0
Biomolecule
Oxidation potential
(V vs. Ag/AgCl)
Calibration
range (mM)
Detection
limit (mM)
Sensitivity
(mAmM
1
)r
RSD (%)
for n¼5
DA 0.40 0.4350 0.4 0.038 0.974 0.7
EP 0.40 149 1.0 0.063 0.930 1.8
5-HT 0.25 0.8100 0.8 0.055 0.985 2.1
Fig. 7 Amperometric response of the CNP (3+/) electrode in a 0.1 M phosphate buer (pH 5.0), after subsequent addition of (A) dopamine, (B)
epinephrine and (C) serotonin samples to a stirred solution. Every addition step corresponds to increase of DA, EP, and 5-HT concentration by 28
mM. The potentials were kept at (A) 0.45, (B) 0.40 and (C) 0.25 V.
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... There are many known methods used for the detection of neurotransmitters outside of the living organism such as liquid chromatography 13 and Raman 14 and fluorescence 15 spectroscopy methods. For redox active neurotransmitters, e.g., DA and 5-HT, electrochemical techniques can be used 16 as an alternative to the methods mentioned above, which are often time-consuming and expensive or require a large volume of test sample. Electrochemical methods are usually easy to miniaturize and cheap and can have high sensitivity. ...
... The richness of different interfering agents like ascorbic acid (AA) or uric acid (UA) in body fluids combined with the very low concentration of neurotransmitters necessitates modification of the working electrode surface. In order to obtain higher real surface area and electrocatalytic properties, various modifications with metal 19−21 or carbon 16,22 nanoparticles and nanotubes, 23 graphene, 24,25 nanocomposites, 26,27 catecholamines polymers, and DNA 28 have been applied. ...
... The nonmodified electrodes are unable to separate peaks from neurotransmitters such as dopamine, serotonin, and epinephrine and the peaks from the oxidation of interfering agents such as uric and ascorbic acids. 16 Because of this, an electrode modification with the desired electrocatalytic properties is needed. In Figure 2, we present the square wave voltammetry curves, which show the responses for the oxidation of neurotransmitters present in the sample together with the interfering agents measured in a standard electrochemical cell under stationary conditions. ...
Article
In this article a rotating droplet system is used for simultaneous detection of dopamine and serotonin. Carbon nanoparticles functionalized with sulfonic groups on the electrode surface enables potential discrimination between the neurotransmitters and the most common interferences, whereas the efficient and low-volume hydrodynamic system helps to lower the detection limit to-wards physiologically relevant concentrations. Here we present results with a 10 nM limit of detection for serotonin and a 100 nM – 2 µM linear response range from the system, in a sample containing equimolar concentration of dopamine and 0.5 mM concentration of both uric and ascorbic acids. Demonstrating the practical applicability of this method, we measure the concentration of serotonin in 70 µL mice blood serum samples without additional pretreatment.
... chitosan) was reported by Marken's group [61]. LBL technique was also applied for the electrode surface modification by repetitive immersion of the electrode into a suspension of positively charged CNPs containing ammonium functional groups and then phenylsulfonated CNPs with negative charges [62,63]. For this purpose, sulfonate functional groups of CNPs were converted to positively charged ammonium groups by reacting with an amine as shown in Fig. 4 [64]. ...
... For this purpose, sulfonate functional groups of CNPs were converted to positively charged ammonium groups by reacting with an amine as shown in Fig. 4 [64]. The modified electrode was then prepared by alternatively immersing the ITO substrate into the positively and negatively charged CNPs suspension in water for a specific period of time [62,63]. The LBL approach was also applied with positively charged gold nanoparticles as the linker [65,66]. ...
... It has been mentioned that the advantage of the developed modified ITO electrode compared to bulk carbon ceramic electrodes construction, is its easy and fast fabrication process along with the possibility of long time storage of the stable modifier suspension. In 2014, the same strategy was applied for ITO electrode modification but this time with oppositely charged CNPs [63]. As shown in Fig. 12A, CNPs with opposite charges were immobilized on the surface of ITO and the best electrocatalytic effect in terms of highest current density and peak separations was observed for 3 repetitive immersion/withdrawal steps (CNPs 3+/ −). ...
Article
The emergence of nanoscience and nanotechnology has opened up new horizons to researchers. In this regard, carbon nanomaterials are considered as the cornerstone of numerous investigations. Among various carbon nanostructures, “Carbon nanoparticles (CNPs)” have attracted a great deal of attention during the past few years due to their unique properties such as high surface area, non-toxicity, biocompatibility as well as simple and low-cost synthetic procedures via environmentally friendly routes. Thanks to these properties along with their interesting optical behavior, CNPs have found diverse applications in the fields of bioimaging, nanomedicine, photo/electro-catalysis, and bio/chemical sensing. Moreover, their fascinating electrochemical properties including high effective surface area, excellent electrical conductivity, electrocatalytic activity as well as high porosity and adsorption capability, turn them to potential candidate for electrochemical purposes particularly sensing. The recent article, comprehensively reviews the usage of CNPs in design and construction of electrochemical sensors. It starts with a brief introduction of their properties and synthesis methods, then presents the electrode modification procedures, and finally come up with an overview of the proposed electrochemical sensing platforms based on CNPs. We hope that the recent review article will illuminate new lights in the minds of researchers active in this area and incorporates to promote the activities in this field of research.
... Arrays of aligned carbon nanofibers (Rand et al., 2013) or nitrogen-doped porous carbon nanorods (Yuan, Yuan, Zhou, Zou, & Zhou, 2012) are possible alternatives to CNTs or graphene, yielding comparable performance for detection of dopamine and serotonin. Charged carbon NPs can also be used to provide selectivity for dopamine oxidation in the presence of common interferents (Kundys et al., 2014). The synthesis of carbon nanofibers modified with metallic NPs was highlighted by Huang, Miao, Ji, Tjiu, and Liu (2014). ...
Chapter
Recent progress in the electrochemical field enabled development of miniaturized sensing devices that can be used in biological settings to obtain fundamental and practical biochemically relevant information on physiology, metabolism, and disease states in living systems. Electrochemical sensors and biosensors have demonstrated potential for rapid, real-time measurements of biologically relevant molecules. This chapter provides an overview of the most recent advances in the development of miniaturized sensors for biological investigations in living systems, with focus on the detection of neurotransmitters and oxidative stress markers. The design of electrochemical (bio)sensors, including their detection mechanism and functionality in biological systems, is described as well as their advantages and limitations. Application of these sensors to studies in live cells, embryonic development, and rodent models is discussed.
... Application of carbon nanoparticles (CNPs) in electroanalytical studies displays advantages over conventional electrodes including enhanced mass transport and catalysis, highly effective surface area, high porosity, more adsorption and reactive sites, and control over the electrode macro-environment [32][33][34][35][36]. ...
Article
As a selective estrogen receptor modulator, raloxifene (RXF) prevent of osteoporosis in postmenopausal women by estrogenic actions on bone and decreases the risk of invasive breast cancer by anti-estrogenic actions on the breast and uterus tissue. However, RXF may increase the risk of blood clots, including deep vein thrombosis and pulmonary embolism. For the first time glassy carbon electrode modified with a thin film of melamine/carbon nanoparticles (CNPs/Mela) was constructed and used for the sensitive voltammetric determination of RXF. In comparison with unmodified electrode, the presence of the CNPs/Mela film resulted in a remarkable increase in the peak currents and sharpness of the waves, so that sub-micromolar concentrations of RXF became detectable. The surface morphology of the modified electrode, prepared by drop-casting of the CNPs/Mela suspension on the GCE surface, was characterized by scanning electron microscopy. The electrochemical response characteristics of the modified electrode toward RXF were studied by means of cyclic and differential pulse voltammetry. Experimental variables, such as the deposited amount of the modifier suspension, pH of the supporting electrolyte, the accumulation time and the potential scan rate were optimized by monitoring the electrochemical responses of RXF. Under the optimum conditions, the modified electrode showed a wide linear dynamic range of 0.04–2.0 μM with a detection limit of 10.0 nM for the voltammetric determination of RXF. The prepared modified electrode showed high sensitivity, stability and good reproducibility in response to RXF, confirming its usability for the accurate determination of trace amounts of RXF in pharmaceutical and clinical preparations.
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Zinc oxide biosensor platforms provide high electroactive surface area and aid in simultaneous detection of biomolecules such as ascorbic acid, epinephrine, and uric acid. Two different zinc oxide nanostructures, one of which was modified with potassium chloride, were directly electrodeposited onto flexible carbon cloth. Simultaneous characteristic oxidation peaks for the three analytes were resolved using differential pulse voltammetry. Comparison showed that potassium-chloride-modified zinc oxide exhibited the highest intensity of distinct oxidation peaks. During simultaneous detection, this biosensor could readily detect the following analyte concentrations: 6.0 μM for ascorbic acid, 1.0 μM for epinephrine, and 0.5 μM for uric acid. The biosensor was also scaled down to a single carbon thread. Additionally, a simple experiment was performed to demonstrate that photoexcitation of the biosensor exhibited enhanced current. These results indicate that the biosensors are robust, reliable and exhibit typical photoexcitation properties of zinc oxide, which has promise to enhance biosensor sensitivity.Graphical abstract
Article
Full-text available
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Article
The electrochemical behaviour of suspended nanoparticles received some attention recently. Very few studies are performed in the flow system. Here, we have demonstrated that injection of positively charged (with ammonium functionalities) carbon nanoparticles suspension to flowing ascorbic acid solution significantly enhances its chronoamperometric response and can be used for these nanoparticles detection. This is because of electrocatalytic properties of these nanoparticles towards ascorbic acid electrooxidation. The magnitude of the signal depends on the type of flow system and is larger than in the case of suspension of negatively charged nanoparticles. It is also proportional to the concentration of nanoparticles. Their adsorption on the electrode surface plays the crucial role in the electrode process.
Article
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Full-text available
Background: In this study, it was hypothesized that tuberculosis co-infection independently increases the risk of mortality in people living with HIV (PLWHs) even if they are on antiretroviral therapy (ART). Therefore, investigating this hypothesis among cohort of adult PLWHs in south west Ethiopia was the aim of the present work. Methods: A cohort study was conducted from December to August 2012 at Jimma University Specialized Hospital (JUSH). PLWHs initiating ART between 2008 and 2011 were included using simple random sampling. The effect of TB co-infection on all-cause mortality was assessed using Cox proportional hazard model. Results: In crude analysis, all-cause mortality of TB co-infected patients was higher by 6.5% (P=0.004). However, multivariate analysis showed that TB co-infection didn’t increase mortality (AHR, 1.31(0.573-3.007), P=0.52). Instead, factors which increased death were low baseline functional status, malnutrition, CD4 count <100cells/mm3 at the initiation of ART. Conclusion: In this study, it was shown that TB co-infection didn’t independently increase mortality provided that patient is on ART. Therefore, beside TB, addressing patient’s nutritional status and intervention to facilitate early presentation to health facilities before they deteriorate functionally and immunologically is mandatory to reduce mortality on ART
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Full-text available
There is a continuous need for the construction of detection systems in microfluidic devices. In particular, electrochemical detection allows the separation of signals from the analyte and interfering substances in the potential domain. Here, a simple microfluidic device for the sensitive and selective determination of dopamine in the presence of interfering substances was constructed and tested. It employs a carbon nanoparticulate electrode allowing the separation of voltammetric signals of dopamine and common interfering substances (ascorbic acid and acetaminophen) both in quiescent conditions and in flow due to the electrocatalytic effect. These voltammograms were also successfully simulated. The limit of detection of dopamine detected by square wave voltammetry in 1 mM solutions of interfering substances in phosphate buffered saline is about 100 nM. In human serum a clear voltammetric signal could be seen for a 200 nM solution, sufficient to detect dopamine in the cerebral fluid. Flow injection analysis allows a decrease in the limit of detection down to 3.5 nM.
Article
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Article
We report on the development of a nanocarbon based anode for sensing of ascorbic acid (AA). The oxidation of AA on this anode occurs at a quite low overpotential which enables the anode to be connected to a biocathode to form an ascorbic acid/O2 biofuel cell that functions as a self-powered biosensor. In conjunction with a Prussian blue electrochromic display the anode can also work as a truly self-powered sensor. The oxidation of ascorbic acid at the anode leads to a reduction of the Prussian blue in the display. The reduced form of Prussian blue, called Prussian white, is transparent. The rate of change from blue to colourless is dependent on the concentration of ascorbic acid. The display can easily be regenerated by connecting it to the biocathode which returns the Prussian blue to its oxidized form. In this way we have created the first self-powered electrochromic sensor that gives quantitative information about the analyte concentration. This is demonstrated by measuring the concentration of ascorbic acid in orange juice. The reported quantitative read-out electrochromic display can serve as a template for the creation of cheap, miniturizable sensors for other relevant analytes.
Article
A novel and sensitive carbon fiber electrode (CFE) modified by graphene flowers was prepared and used to simultaneously determine ascorbic acid (AA), dopamine (DA) and uric acid (UA). SEM images showed that beautiful and layer-petal graphene flowers homogeneously bloomed on the surface of CFE. Moreover, sharp and obvious oxidation peaks were found at the obtained electrode when compared with CFE and glassy carbon electrode (GCE) for the oxidation of AA, DA and UA. Also, the linear calibration plots for AA, DA and UA were observed, respectively, in the ranges of 45.4-1489.23μM, 0.7-45.21μM and 3.78-183.87μM in the individual detection of each component. By simultaneously changing the concentrations of AA, DA and UA, their oxidation peaks appeared at -0.05V, 0.16V and 2.6V, and the good linear responses ranges were 73.52-2305.53μM, 1.36-125.69μM and 3.98-371.49μM, respectively. In addition, the obtained electrode showed satisfactory results when applied to the determination of AA, DA and UA in urine and serum samples.
Article
A solution-based approach of chemical co-reduction of Au (III) and graphene oxide (GO) was used to prepare graphene/Au (GR/Au) nanocomposites. The gold nanoparticles (nano-Au) integrated in GR acted as spacers for inhibiting the aggregation of GR sheets. Scanning electron microscopy (SEM) and transmission electron microscope (TEM) results revealed that nano-Au particles were dispersed uniformly on the GR sheets. The obtained GR/Au nanocomposites modified glassy carbon electrode (GR/Au/GCE) exhibited high sensitivity in the detection of epinephrine (EP). It has been found that oxidation of EP at this modified electrode occurred at less positive potentials than on bare GCE. The anodic peak current observed were directly proportional to EP concentration between the range of 5.0 × 10−8 and 8.0 × 10−6 mol L−1 (L.O.D. = 7.0 × 10−9 mol L−1). In addition, the oxidation peaks of EP and ascorbic acid (AA) were separated from each other by approximately 180 mV. Therefore the GR/Au nanocomposites modified electrode successfully differentiates the signals of the two analytes. At the same time, this electrode also showed favorable electrocatalytic activity toward some other small biomolecules (such as dopamine, β-nicotinamide adenine dinucleotide, and uric acid), suggesting the potential applications of GR/Au nanocomposites for constructing biosensors.
Article
Graphene nanosheets can be produced from easily available starting materials. We synthesized several chemically different types of graphene nanosheet for use as electrocatalysts and characterized their electrochemical properties. We evaluated the surface morphologies of the graphene nanosheets via X-ray photoelectron spectroscopy (XPS) and field emission scanning electron microscopy (SEM), and examined their electrocatalytic activities using electrochemical impedance spectroscopy (EIS). The results were compared with those for other graphene nanosheets, and the efficiency for the electrochemical detection of serotonin, known as an important neurotransmitter, was also studied. Electrocatalytic activities were verified by cyclic voltammetry (CV), differential pulse voltammetry (DPV), and chronoamperometry (CA). A wide variation of results was observed for each of the graphene nanosheets prepared by using three different reductants. Among these graphene nanosheets, RGO1, that was reduced by hydrazine and ammonia solution as a reductant, exhibited high sensitivity, good selectivity, low detection limit, fast response time, and stability.
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Carbon nanoparticulate film electrodes were prepared by alternative immersion of indium tin oxide plates into suspension of positively and negatively charged carbon nanoparticles. Their average thickness is in the range of 30–300 nm as determined by atomic force microscopy and depends on the number of immersion and withdrawal steps. After adsorption of myoglobin the voltammetric signal corresponding to redox reaction of heme prosthetic group is observed. This electrode exhibits bioelectrocatalytic hydrogen peroxide reduction with cathodic current linearly dependent on concentration in millimolar range. After adsorption of glucose oxidase the electrode exhibits well defined voltammetric signal attributed to the electrochemical reaction of redox cofactor FAD. In oxygenated solution the cathodic current decreases and is linearly dependent on glucose concentration in the millimolar range. In the presence of mediator – ferrocene carboxylate, bioelectrocatalytic oxidation of glucose is seen. The magnitude of the redox voltammetric signal of both enzymes is roughly proportional to the amount of nanoparticulate material.
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This is the first report of dopamine (DA) detection using a carbon nano-onion (CNO) and poly(diallyldimethylammonium chloride) (PDDA) composite. The film was deposited by a coating method on a glassy carbon electrode surface, applying a drop of solution containing the suspended CNOs and PDDA. The electrochemical properties of the composite in phosphate buffered saline (PBS) solution were examined and their ability to detect dopamine was verified. The results showed good selectivity and sensitivity for dopamine analysis. The CNOs/PDDA composite allows the determination of dopamine in a range between 5 × 10−5 and 4 × 10−3 mol L−1, in the presence of ascorbic (AA) and uric (UA) acids, and simultaneous assays all three molecules in solution. The modified electrode can also be used to determine the concentration of dopamine. Results were investigated by cyclic voltammetry, differential pulse voltammetry and square wave voltammetry.