Palisoc 2017
Palisoc 2017
ACCEPTED MANUSCRIPT
Determination of heavy metals in mussel and oyster samples with tris (2,
2’- bipyridyl) ruthenium (II)/graphene/Nafion® modified glassy carbon
electrodes
To cite this article before publication: Shirley Palisoc et al 2017 Mater. Res. Express in press https://doi.org/10.1088/2053-1591/aa9745
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                Determination of Heavy Metals in Mussel and Oyster Samples with Tris (2, 2’-bipyridyl)
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                        ruthenium (II)/Graphene/Nafion® Modified Glassy Carbon Electrodes
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7                Shirley T. Palisoc1,2, Donald Jans S. Uy1, Michelle T. Natividad1,2 and Toni Beth G. Lopez1,3
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                     Condensed Matter Physics Laboratory, De La Salle University, Manila 0922, Philippines
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                 Condensed Matter Research Unit, CENSER, De La Salle University, 2401 Taft Avenue, Manila
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                                                        0922, Philippines
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12                  Technological University of the Philippines, Ayala Blvd, Ermita, Manila 1000, Philippines
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               Abstract: Tris (2,2'-bipyridyl)ruthenium(II)/Graphene/Nafion® modified glassy carbon
16             electrodes (GCEs) were fabricated using the drop coating method. The modified electrode was
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17             used as the working electrode in differential pulse voltammetry (DPV) for the determination of
18             lead, cadmium, and copper in mussel and oyster samples. The concentration of Tris (2, 2’-
19             bipyridyl) ruthenium (II) and graphene were varied while those of Nafion®, methanol, and
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               ethanol were held constant in the coating solution. The morphology and elemental composition
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22             of the fabricated electrodes were analyzed by scanning electron microscopy and energy-
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               dispersive X-ray spectroscopy. Cyclic voltammetry (CV) was done to investigate the
               reversibility and stability of the modified electrodes. The modified electrode with the best figures
               of merit was utilized for the detection of copper (Cu2+), lead (Pb2+) and cadmium (Cd2+) via
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               DPV. This was the electrode modified with 4 mg [Ru (bpy) 3] and 3mg graphene. The anodic
               current and metal concentration showed linear relationship in the range of 48 ppb to 745ppb for
               Pb2+, 49ppb to 613ppb for Cd2+, and 28 ppb to 472 ppb for Cu2+. The limits of detection for lead,
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30             cadmium, and copper were 48ppb, 49ppb, and 28ppb, respectively. Results from atomic
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32             absorption spectrometry (AAS) were compared with those measured with DPV. Lead, cadmium,
33             and copper were in mussels, oysters, and sea water. In addition, DPV was able to detect other
34             metals such as zinc, iron, tin and mercury in sea water samples and some samples of oysters.
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36             Keywords: Voltammetry, Ruthenium bipyridyl, heavy metals, glassy carbon electrode, mussels
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               and oysters
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               1. Introduction
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42                     People have the misconception that the vastness of the sea allows it to absorb large
43             amount of waste without suffering observable damage making them dump their garbage and
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45             unwanted products into the sea. Manila Bay is facing various threats such as overpopulation,
46             land and sea pollution, over-fishing and habitat degradation. The poor water quality of manila
47             Bay can be attributed to the existing sewerage systems in the Metro Manila as well as the
48             untreated wastewater discharged from domestic, agricultural and commercial sources [1].
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                       Manila Bay today is considered as one of the most polluted bays in the world [2]. The
52             most common types of waste found in Manila Bay are sludge, human sewage, and industrial
53             waste. Some of these garbages decompose into chemicals that are harmful to the environment.
               Degrading plastics, for instance, leach potentially toxic chemicals such as Bisphenol A which
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55             threatens ocean animals and humans [3].
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58                    Even though Manila Bay is heavily polluted, it still contains marine life. Creatures such
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     as shrimp, fish, mussels, and other shellfish still survive the waters of Manila Bay despite its
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5    water pollution [4]. Fish caught in Manila Bay exceed the allowable concentration of lead in fish
6    at 0.05mg/kg [5]. In addition, mussels and oysters are good biological detectors for heavy metals
7    in sediments and metal pollution in water.
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9            Fang Zhang-qiang et al. [7] investigated the heavy metals found in mussels, oysters and
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     clams in South China. Heavy metals such as cadmium, copper, zinc, lead, nickel, chromium,
12   antimony, and tin were found in aforementioned mollusks in South China [8]. Heavy metals such
13   as cadmium, lead, mercury, and arsenic have been extensively studied and reviewed by the
14   World Health Organization (WHO) [9]. Even though these metals are hazardous to human
15   health, they are used in industries such as in electronics [10].
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18          Lead, cadmium, and copper are some examples of trace heavy metals that are toxic in
19   high levels. Toxicity is defined as to when the internal intake of these metals exceeds a certain
20   threshold, only then would they show toxic effects; otherwise some metals, such as copper, zinc
21   and iron are called micronutrients that are essential to the biological systems, plants, human
22   body, and animals. Also, toxicity is not only dependent on the level of concentration of the metal
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     but also on the source, acidity, and existence of that metal [11]. Some side effects of heavy
     metals on human health include kidney and liver damage, decrease in the         production of the
     red and white blood cells, vomiting, among others. They also cause miscarriage for pregnant
     women and even death [12]. Copper, on the other hand is a necessity in human health since it is
     mixed in different enzyme component, and aids red blood cell formation. However, excessive
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     intake of copper leads to depression, autism, tardive dyskinesia, memory loss, and Wilson’s
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31   disease [13].
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33           The common techniques in detecting heavy metals are atomic absorption spectrometry
34   (AAS), inductively-coupled plasma mass spectrometry (ICPMAS), high-performance liquid
35   chromatography (HPLC), and neutron activation analysis (NAA). Notwithstanding the favorable
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37   results given by these techniques, the length of preparation, prohibitive cost and number of
38   steps to conduct the experiment are the downside of these methods [14, 15]. An alternative
39   method in detecting heavy metals is the electrochemical technique. In comparison to other
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40   analytical methods, electrochemical techniques such as cyclic voltammetry (CV) and differential
41   pulse voltammetry (DPV) would be more than sufficient since they offer high sensitivity, low
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     cost, relative simplicity, and good selectivity [14, 15].
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45            Chemically modified electrodes (CME) are currently being used in voltammetric
46   detection of heavy metals [16-26] instead of mercury based electrodes which are no longer used
47   because of its toxicity and the surface area of a drop of mercury is never constant. Furthermore,
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     it has limited applications in the analysis of more positive potential range [27].
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51           In this study, [Ru (bpy)3]2+/Graphene/ Nafion® modified glassy carbon electrodes were
52   fabricated via the drop coating technique and were used to detect heavy metal ions in mussels
53   and oysters from Manila Bay. The redox mediator used was [Ru (bpy)3]2+), with Nafion® as the
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54   polymer for its anti-fouling properties. Graphene exhibits remarkable electronic and physical
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     properties due to its high conductivity. Also, it is strong, stiff and very light and its electron
57   mobility is very high. These properties of graphene enhance the sensitivity and electron transport
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               properties of the modified GCE.
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7              2. Methodology
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9              2.1 Glassware and equipment
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12                    The potentiostat/galvanostat software BST8Cyclic was utilized for the cyclic
13             voltammetry (CV) and differential pulse voltammetry (DPV) measurements. Three-electrode
14             setup consisted of the modified electrode as the working electrode, a saturated calomel electrode
15             as the reference electrode and a platinum wire as the counter electrode. A BANDALIN
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               SONOREX sonicator bath was used for glassware cleaning and for homogenization of solution.
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18             A BOSCH SAE200 electronic balance was used in all weight measurements. Atomic absorption
19             spectroscopy (AAS) was done with the AA-6300 Shimadzu Atomic Absorption
20             Spectrophotometer. Solutions were coated on the surface of the electrodes with a Transferpette®
21             micropipette.
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               2.2 Chemicals and Reagents
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                       Graphene nanopowder multilayer was sourced from Graphene SUPERMARKET. Tris (2,
               2’- bipyridyl) ruthenium (II), methanol, ethanol, 0.3microns and 0.05 microns alumina slurry,
               sodium chloride, copper chloride, and cadmium chloride were all procured from Sigma Aldrich.
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               Ten (10) wt% of Nafion obtained from Fuel Cell Store was diluted with methanol and ethanol
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31             in this study. Lead chloride was purchased from Techno Parchem. Other chemicals of analytical
32             grade and liquid solutions were prepared using deionized water from JCS Company.
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34             2.3 Preparation of the electrode modifier solution
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37                    A 50ml beaker was cleaned using a sonicator bath for a minimum of 5 minutes. The
38             beaker was subsequently washed with tap water followed by distilled water and was air dried.
39             Twenty (20) ml methanol, 0.2ml of 10 wt% Nafion and 0.2 ml of ethanol was placed inside the
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40             50ml beaker and was cling-wrapped to avoid contamination and evaporation of the solution. The
41             [Ru (bpy)3]2+ and graphene powders were weighed using an electronic balance. The beaker was
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               sonicated for a minimum of five minutes to thoroughly mix the solutions. The powders were then
44             mixed with the solution and sonicated again for one and a half hours to homogenize the solution.
45             Thirty (30) microlitters of the prepared modified solution were deposited to the surface of the
46             glassy carbon electrode (GCE) via drop coating using a transferpette micropipette. After drop
47             coating, the electrode was air dried for at least two hours.
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53                     Cleaning was done before fabrication of the electrode and aftermeasurements. The
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56             electrode back to the analyte. For polishing, 0.3 microns was used followed by 0.05 microns of
57             alumina slurry. The GCEs were then placed in a petri dish with isopropanol which was
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     consequently placed in an ultrasonic bath for five minutes. After sonication, the GCEs were
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5    rinsed with distilled water and were air-dried to attain a mirror-like surface.
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7    2.5 Cyclic Voltammetry
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9           Cyclic voltammetry (CV) using the three-electrode setup was performed to characterize
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     the fabricated electrodes. Reversibility, stability, and anodic peak current were observed. The
12   analyte inside the voltammetric cell contained 100 mL of deionized water and 0.5844g of sodium
13   chloride to produce a 0.1M salt solution. Sparging with high purity nitrogen was employed to
14   remove oxygen that may interfere with the results.
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     2.6 Differential Pulse Voltammetry
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19           Differential pulse voltammetry (DPV) consists of three steps: accumulation or
20   preconcentration, deposition or quiet time equilibration, and stripping. As in cyclic voltammetry,
21   the three-electrode setup was used and the solutions were subjected to sparging. The recipe used
22   for DPV consisted of a pulse amplitude of 0.0025mV, interval time of 0.50ms, pulse time of
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     0.25ms, and step size of 0.002mV [28].
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     2.8 Real sampling
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45           To conduct real sampling analysis, 0.5844g of NaCl was added to the residue from the
46   acid digestion and was dissolved in 100ml deionized water. Solutions were sonicated for atleast
47   one and a half hours (1.5hr) and were swirled every 30 minutes for the homogenization of the
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53          Atomic absorption spectroscopy (AAS) was performed for validation of the results
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     for DPV. A calibration curve was obtained for every metal.
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               3 Results and Discussion
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6              3.1 Characterization of the fabricated electrodes
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8              3.1.1 SEM and EDX
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                       The morphology and elemental composition of the fabricated electrodes were analyzed by
12             scanning electron microscopy (SEM) and energy-dispersive X-ray spectroscopy (EDX),
13             respectively. Scanning electron micrographs of the modified electrode surface revealed the
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15             presence of graphene in the form of flakes and [Ru (bpy)3] in the form of globules on the
16             graphene surfaces (Fig. 3.1). The presence of the modifiers on the electrode surface was also
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17             confirmed by EDX analysis (Fig. 3.2). The high wt% of carbon can be attributed to graphene and
18             the glassy carbon electrode. Fluorine is present due to Nafion and the other elements (Si, Al, Fe,
19             and Ca) are the impurities of the glassy carbon electrode.
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16     Fig. 3.2 EDX analysis of the fabricated electrode modified with 4 mg [Ru (bpy)3]2+ and 3 mg.
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21   3.1.2 Cyclic Voltammetry
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            2+
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           Figure 3.3 shows the voltammograms produced by the fabricated electrodes. The
     voltammograms showed an anodic current peak at 1.0 V which is the reduction potential of [Ru
     (bpy)3] . It can be observed that the highest peak was obtained with the combination of 4mg [Ru
            2+
     (bpy)3] and 3mg graphene.
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44     Figure 3.3 Cyclic voltammograms of the fabricated electrodes with different amounts of [Ru
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47           The reversibility of the fabricated electrodes was obtained by dividing the anodic peak
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                                      Figure 3.4 Reversibility of the fabricated electrodes.
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16                    Multiple scans were used to determine the stability of each modified electrode. Stability
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17             was taken from the relative standard deviation (RSD) from the average of the multiple scans. The
18             most stable electrodes are those with RSD values closest to zero. Figure 3.5 shows that the
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20             electrode with 4 mg [Ru (bpy)3] and 2 mg graphene was the most stable since it has the lowest
21             %RSD. A low %RSD indicates that the multiple scans of the electrode are relatively consistent
22             with each other which signifies better stability of the modified electrode and allows for more
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               to time.
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               precise and more reproducible results. A high %RSD indicates loss of [Ru (bpy)3] with respect
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41                                    Figure 3.5 Stability of different modified electrodes.
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43             3.2 Differential Pulse Voltammetry
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               3.2.1 Determination of the best modified electrode
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48                     To determine the best electrode, the fabricated electrodes were used in DPV to detect
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49             10ppm each of Cd2+ and Pb2+, simultaneously, and sequentially for Cu2+. The anodic current
50             peaked at potentials between -0.65 V to -0.75 V, -0.40 V to -0.50 V, and -0.10V to 0.00V, which
51             are the reduction potentials of cadmium, lead, and copper, respectively, as seen in Fig. 3.6. The
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               histogram of the anodic peak current produced by the different fabricated electrodes is shown in
               Figure 3.7. It can be seen that the peaks produced by the Cu2+, Pb2+ and Cd2+ increased linearly
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55             as the amounts of [Ru (bpy)3] and graphene increased. This indicates that increasing the
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               amounts of the modifiers enhances the sensitivity of the electrode. This increase in the sensitivity
58             of the modified electrode can be attributed to the combined benefits of graphene and
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5    increased the number of active sites within the electrode resulting to an increase in the amount of
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7    metal ions deposited on the electrode’s surface while [Ru(bpy)3] enhanced the conductivity of
8    the electrode by accelerating the electron transfer [23]. The histogram also shows that the
9    highest anodic peak currents for lead, cadmium and copper were obtained from the electrode
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11   with 4mg [Ru(bpy)3] and 3mg graphene since it has the highest amounts of [Ru(bpy)3] and
12   graphene. Thus, the combination of 4mg [Ru(bpy)3]2+and 3mg graphene was chosen as the best
13   concentration since the anodic current of Pb2+, Cd2+ and Cu2+ increased linearly for this said
14   combination. It was also observed that for a higher amount of graphene, the solution became
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     more viscous making it hard to drop coat on the surface of the electrode. In addition, it can be
     seen in some voltammograms for copper detection, that there were stripping peaks produced at
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18   0.1 V to 0.2 V. These peaks are caused by the oxidation of Cu2+ [29].
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19          For the accumulation time, the accumulation potential was held at -1.0 V and the
20   deposition time was held at 30 s. As seen in Fig. 3.10, the highest peak current for Pb2+ and Cd2+
21   was at 150 s. This accumulation time was also chosen for Cu2+ since the peak current starts to
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        Figure 3.10 Peak currents for different accumulation time for (a) lead and cadmium; (b) for
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56         For the deposition time, the accumulation potential was held at -1.0 V and the
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                time increases for Cd2+, Pb2+ and Cu2+. The deposition time of 30 s was chosen for time
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32               Figure 3.11 Peak current for different deposition time for (a) lead and cadmium; (b) for copper.
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36              3.3 Calibration Curve
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38              3.3.1 Differential Pulse Voltammetry
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41                      The calibration curves for Pb2+, Cd2+ and Cu2+ were obtained from the voltammograms.
42              Simultaneous scans were done for Pb2+ and Cd2+ and sequentially for Cu2+. For Pb2+, the
43              concentration range starts at 48 ppb to 745 ppb and for Cd2+, the concentration range starts from
44              49 ppb to 612 ppb and 28 ppb to 472 ppb for Cu2+. The calibration curves are shown in Figs.
45              3.12, 3.13, and 3.14 for Pb2+, Cd2+ and Cu2+, respectively. All the graphs showed a linear
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47              relationship which indicates that as the concentration of the metals increase, so does the peak
48              current. The calibration curve for Pb2+, Cd2+, and Cu2+ produced a correlation value of 0.9811,
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                            Figure 3.13 (a) Voltammograms and (b) calibration curves for cadmium.
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33              3.4 Calculation for the best electrode’s sensitivity
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36              3.4.1 Limit of detection (LOD)
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38              The limits of detection of the best electrode for Pb2+, Cd2+ and Cu2+ were determined to find the
39              lowest heavy metal concentration that it can detect in a stock solution. The theoretical LOD is
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40              the lowest concentration that can be detected but not necessarily quantified. The limit of
41
42              quantitation (LOQ) is the lowest concentration of the analyte that can still be determined with
43              acceptable results [31]. Table 3.1 shows the limit of quantitation and theoretical LOD of the
44              electrode for every metal.
45
46                        Table 3.1 Limit of quantitation, theoretical LOD and the experimental LOD.
47
48
                                     Heavy          LOQ          Theoretical Experimental
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                           AUTHOR SUBMITTED MANUSCRIPT - MRX-104957.R1                               Page 14 of 19
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            Table 3.2 Performance comparison of the modified electrode with previous works.
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5    Electrode Modifier                            Method        Detection Limit       Reference
                             3+
6    ITO         [Ru(NH3)6] /Nafion                ASV           Pb and Cd -500 ppb [19]
7    ITO         [Ru(bpy)3]2+/Nafion               ASV           Cu – 100 ppb          [26]
8    GCE                           3+
                 AuNP /[Ru(NH3)6] /Nafion          ASV           Pb –45 ppb            [24]
9
                                                                 Cd –200 ppb
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11   GCE         chitosan/carbon nanotubes         SWASV         Pb -600 ppb           [33]
12                                                               Cd – 800 ppb
13                                                               Cu – 100 ppb
14                          2+
     GCE         [Ru(bpy)3] /Graphene/Nafion       DPV           Pb -48 ppb            This work
15
                                                                 Cd -49 ppb
16
                                                                 Cu – 28 ppb
                                                                 us
17
18
19
20   3.4.2 Sensitivity of the electrode
21
22
             Sensitivity is the response of an instrument to changes in an analyte solution [32].
23
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     Calibration sensitivity was performed to determine on which heavy metal the electrode is the
     most sensitive. The calibration sensitivity of the best electrode was determined by comparing the
     slope of the calibration curve for each heavy metal. The higher the slope, the more sensitive the
     electrode is. Table 3.3 shows the slopes of the calibration curves for lead, cadmium and copper.
     The analytical sensitivity of the electrode for every metal is shown in Table 3.4.
                             dM
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30
31                       Table 3.3 Slope of the calibration curve for every metal.
32                              Heavy Metal          Slope(mA/ppb)
33                                  Lead             0.0268
34
35                                Cadmium            0.0097
36                                 Copper            0.0408
37
38                          Table 3.4 Analytical sensitivity of the three metals
39                     Concentration   slope (mA/ppb)         Standard            Analytical
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55                               (pbb)                        (mA)         (1/ppb)
56                           80                 0.0408      0.0100       4.0783
57                           150                0.0408      0.0770       0.5296
58
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3                                                                250                0.0408         0.0315          1.2947
4
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                                                                 400                0.0408         0.0950          0.4293
5
6                                                                500                0.0408         0.4050          0.1007
7                                                                700                0.0408         0.2600          0.1569
8                                                                1000               0.0408         0.0962          0.4237
9
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10
11              3.5 Real Sampling
12
13
                        The real samples and the sea water where the mussels and oysters were obtained were
14
15              analyzed using DPV and AAS. Both methods were able to detect lead, cadmium, and copper in
16              some samples. Also, DPV was able to detect other metals such as mercury, zinc, and tin in some
                samples of the oysters. For the sea water, metals such as lead, cadmium, tin, iron, zinc, Cu2+,
                                                                                                         us
17
18              Cu1+ and mercury were detected. The voltammograms for the real samples are shown in
19              Figs.3.15-3.17. Table 3.4 shows the comparison of the results from AAS and DPV.
20
21
22
23
24
25                                                     100.00
                                                                                           an
                                                                                           Sea water
                                                                                                                     Cu1
                                                                                                                               Hg
                                                μA )
26                                                                                                          Cu2
                                  Cell Current (μ
                                                            50.00                                                    +
27                                                                                                 Sn2      +
28                                                                                   Pb2           +
                                                                0.00          Cd2    +
                                                                            Fe2
                                                                 dM
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30                                                     -50.00           Zn2 + +
31                                            -100.00
32                                                                     -1   -0.8    -0.6     -0.4 -0.2       0           0.2        0.4    0.6
33                                                                                           Cell potential (V)
34
35                                                     Fig. 3.15 Voltammogram for Sea Water (Manila Bay).
36
37
38                                                                                 Mussels (April 2016)
39
                                                                70.00
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40
                                                          μA)
41                                                              50.00
                                            Cell Current (μ
                                                                                                            Cu2+
42
43                                                              30.00
44                                                                                         Pb2+
                                                                10.00             Cd2+
45
46
                                                                -10.00
47
48                                                                    -1.00 -0.80 -0.60 -0.40 -0.20                0.00        0.20       0.40
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                           AUTHOR SUBMITTED MANUSCRIPT - MRX-104957.R1                                       Page 16 of 19
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4                                                            Oyster (April 2016)
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5
6                                                                               Cu2+      Cu1+     Hg
                                                 60.00
                                         μ A)
7
                           Cell Current (μ
                                                 45.00
8                                                30.00               Pb2+
9                                                15.00          Cd2+
                                                  0.00 Zn2+
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11                                              -15.00
                                                -30.00
12
13                                                    -1.00 -0.80 -0.60 -0.40 -0.20 0.00     0.20    0.40
14                                                                   Cell Potential (V)
15
16                                  Fig. 3.17 Voltammogram for Oysters (April 2016).
                                                                              us
17
18
19
20
21                                              Table 3.4 Comparison of DPV and AAS results.
22                                                             Lead (ppb)
23
24
25
26
27
28
                Real Samples
                                                                  an
                                                               111.8294
                                                               164.6177
                                                               N/A
                                                               154.1572
                                                                                             AAS
                                                                                             N/A
                                                                                             347.1765
                                                                                             N/A
                                                                                             N/A
                                                dM
29                  Oysters (June 2016)                        201.3416                      166.7318
30                  Oysters (August 2016)                      N/A                           N/A
31                  Sea Water                                  415.1473                      379.6439
32
                                                               Cadmium (ppb)
33              Real Samples
34                                                             DPV                               AAS
35              Mussels (April 2016)                           296.2467                          657.9601
36              Mussels (June 2016)                            567.1160                          674.0306
37              Mussels (August 2016)                          N/A                               N/A
38              Oysters (April 2016)                           603.1353                          656.4992
39              Oysters (June 2016)                            158.1727                          397.6279
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                Oysters (August 2016)                          N/A                               N/A
41
42              Sea Water                                      1715.2831                         1035.6068
43                                                             Copper (ppb)
                Real Samples
44                                                             DPV                               AAS
45              Mussels (April 2016)                           110.6627                          367.5046
46              Mussels (June 2016)                            630.2744                          1528.0456
47              Mussels (August 2016)                          914.6574                          1086.4605
48
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55          According to WHO, the allowable concentration of lead and cadmium in the human body
56
     are 50ppb and 5ppb, respectively. In comparison with our DPV results, all samples, except those
57
58   procured on August 2016, exceeded the limit for consumption of lead and cadmium. On the
59
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                other hand, the limit of consumption for copper is 1.3 ppm which none of the samples exceeded.
4
                                                                                             pt
5
6               4. Conclusions
7
8
9                       Tris(2,2’-bipyridyl) ruthenium (II)/Graphene/Nafion solution was successfully deposited
                                                                        cri
10
11
                on the surface of glassy carbon electrodes. The modified electrodes were characterized using
12              cyclic voltammetry and differential pulse voltammetry to obtain the best concentrations of
13              [Ru(bpy)3]2+and grapheme that would yield the best modified electrodes in terms of their figures
14              of merit. The electrode with 4 mg [Ru(bpy)3]2+and 3mg graphene was chosen to be the best
15              electrode and was used in obtaining the calibration curve for the detection of Pb2+, Cd2+ and
16
                Cu2+. The electrode produced calibration curves with high linearity from 48 ppb to 745 ppb for
                                                                      us
17
18              Pb2+, 49 ppb to 618 ppb for Cd2+, and 28ppb to 472 ppb for Cu2+. The limits of detection of the
19              best electrode for lead, cadmium, and copper were 48ppb, 49ppb, and 28ppb, respectively. The
20              electrode was successful in detecting heavy metals in the real samples which were sea water,
21              mussels and oysters. The presence of lead, cadmium and copper was detected in almost all
22              samples using differential pulse voltammetry (DPV). The results were validated using atomic
23
24
25
26
27
28
                Acknowledgement
                                                           an
                absorption spectroscopy (AAS). Other metals such as zinc, tin, mercury, and iron were also
                detected in DPV.
                                        dM
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                        This work was supported in part by the University Research Coordination Office (URCO) of De
30
31              La Salle University, Manila, Philippines.
32
33              References:
34
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