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Graphite-Based Nanocomposite Electrochemical Sensor for Multiplex Detection of Adenine, Guanine, Thymine, and Cytosine: A Biomedical Prospect for Studying DNA Damage Khan Loon Ng, and Sook Mei Khor Anal. Chem., Just Accepted Manuscript • DOI: 10.1021/acs.analchem.7b02432 • Publication Date (Web): 28 Aug 2017 Downloaded from http://pubs.acs.org on August 28, 2017
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Analytical Chemistry
Graphite-Based Nanocomposite Electrochemical Sensor for Multiplex Detection of Adenine, Guanine, Thymine, and Cytosine: A Biomedical Prospect for Studying DNA Damage Khan Loon Ng1, 2, Sook Mei Khor1, 3* 1
Department of Chemistry, Faculty of Science, University of Malaya, 50603 Kuala Lumpur, Malaysia. Wipro Skin research and Innovation Centre, No 7 Persiaran Subang Permai, Taman Perindustrian Subang, 47610 Selangor, Malaysia. 3 University of Malaya Centre for Ionic Liquids (UMCiL), University of Malaya, 50603 Kuala Lumpur, Malaysia. * Corresponding author: E-mail:
[email protected]. Fax: +603-7967 4193 2
ABSTRACT: Guanine (G), adenine (A), thymine (T), and cytosine (C) are the four basic constituents of DNA. Studies on DNA composition have focused especially on DNA damage and genotoxicity. However, the development of a rapid, simple, and multiplex method for the simultaneous measurement of the four DNA bases remains a challenge. In this study, we describe a graphitebased nanocomposite electrode (Au-rGO/MWCNT/graphite) that uses a simple electro-co-deposition approach. We successfully applied the developed sensor for multiplex detection of G, A, T, and C, using square-wave voltammetry. The sensor was tested using real animal and plant DNA samples in which the hydrolysis of T and C could be achieved with 8 mol L–1 of acid. The electrochemical sensor exhibited excellent sensitivity (G = 178.8 nA/µg mL–1, A = 92.9 nA/µg mL–1, T = 1.4 nA/µg mL–1, and C = 15.1 9 nA/µg mL–1), low limit of detection (G, A = 0.5 µg mL-1; T, C = 1.0 µg mL-1), and high selectivity in the presence of common interfering factors from biological matrixes. The reliability of the established method was assessed by method validation and comparison with the ultra-performance liquid chromatography technique, and a correlation of 103.7% was achieved.
The human chromosome is a biopolymer that comprises a complex combination of deoxyribonucleic acid (DNA) and has a double-helical structure. It encodes genetic information via unique combinations of the four DNA bases: guanine (G), adenine (A), thymine (T), and cytosine (C). DNA is translated into proteins such as enzymes or antibodies. Therefore, the intact combination of these DNA bases is important for preserving the genetic information and function of the organism. Studies have shown that DNA damage is associated with aging, lifestyle stress 1, exposure to ultraviolet or infrared radiation 2,3, and the consumption of carcinogenic chemicals 4 and food preservatives 5. These factors contribute to DNA damage via insertions, deletions, or translocations of the DNA bases 6. Failure in detection may lead to mutations and impair the organism’s health via cell death or apoptosis, deregulation of gene expression, and tumorigenesis 1–3. To analyze these changes in detail, comprehensive studies of the G, A, T, and C components are important. By analyzing individual base composition, the intact base combination in DNA can be measured by following the assumption that the mol percentage of G is equal to that of C, and that of A is equal to that of T 7. These ratio values should be equal to a unity and a deviation could suggest DNA damage. Such an approach is feasible for clinical studies especially in the field of DNA damage, whereby correlations to factors such as lifestyle and food consumption are worthy of further investigation. Various analytical methodologies have been developed to measure DNA base ratios, including liquid chromatography 4,8, gas chromatography 9, fluorescence 10, capillary electrophoresis 11, and electrochemical methods 12–14. Chromatographic techniques are accurate, precise, and selective; however, they require complex sample preparation steps such as DNA enrichment or derivatization 2,9,15 , which are time consuming. In contrast, electrochemical methods are rapid, simple, and sensitive — properties that
make these methods suitable for clinical research and applications. Several electrochemical methods have been developed for DNA analysis. Some are based on the detection of DNA bases (nucleic acid) 16–18, and others focus on hybridization and detection of single-stranded DNA 19–21. The former type of electrochemical method is more comprehensive, since it assesses the full DNA genome instead of specific genes (the latter type). During electrochemical analyses of DNA, pyrimidine bases (T and C) are especially difficult to oxidize as they require higher anodic applied potential 22,23. Besides, the electron transfer kinetics of DNA bases are slow 15, thus inhibiting their detection. Therefore, an ideal electrochemical sensor should possess a wide anodic potential window and have electrocatalytic properties and high sensitivity. Several electrochemical sensors have been developed for detecting DNA bases, including boron-doped diamond electrodes on silica 14,15, polypyrrole/graphene nanocomposites on glassy carbon electrode (GCE) 13, graphene/ionic liquid chitosan on GCE 16, polyaniline/multi-walled-carbon-nanotubes (MWCNT) on silica plate 24 , and MWCNT/Fe3O4/polydopamine on GCE 12. However, these attempts have been successfully applied only for measuring G and A, probably because of the poor anodic potential window achieved by the sensor. In fact, Gao et al. 13 showed that the polypyrrole graphene in GCE electrodes exhibit electroactivity inhibition upon the application of a high anodic potential at +1.8 V. This was probably related to the electrode substrate or platform used, such as silica and GCE. DNA base detection sensors that are based on graphite surfaces have not been studied before and represent a promising approach for further investigation. However, a drawback of their application is their sensitivity (lower effective surface area) and high overpotential energy 25. Surface modification with nanomaterials may be the best approach to overcome these issues.
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phene oxide and a 0.1 mmol L-1 solution of tetrachloroauric acid prepared in sodium nitrate (0.1 mol L-1). This electrode was designated as Au-rGO/MWCNT/graphite composite sensor and kept at 25°C until use. Electrochemical and Morphological Characterization of Au-rGO/MWCNT/Graphite Electrode. A solution of ferri/ferrocyanide (1.0 mmol L-1) was used as the redox species, and the CV experiment was performed as follows: starting potential = 0.0 V, first vertex potential = 1.5 V and second vertex potential = ˗0.5 V. Six different scan rates that ranged from 0.1 to 1.0 V s-1 were performed for each CV study using both Au-rGO/MWCNT/graphite and bare graphite electrodes. Phosphate buffer (0.1 mol L-1, pH 7) was used as the supporting electrolyte. The electrochemical impedance spectroscopy (EIS) experiment was performed as follows: an applied potential at open circuit potential (OCP), and frequency range from 1.0 KHz to 0.1 Hz. For scanning electron microscopy (SEM) characterization, the tip of the modified surface graphite electrode was disengaged with a cutter and adhered to the SEM sample platform. A low vacuum mode was used, and the electron power was set at 2 keV. Square-Wave Voltammetry (SWV) Analysis of Nucleotide Bases Using Au-rGO/MWCNT/Graphite. SWV was used for determining G, A, T, and C, with the following parameters: scan potential started at 0.2 V and ended at 1.9 V. The method frequency was set at 25 Hz, with a deposition potential of 0.2 V for 5 s. Phosphate buffer (0.1 mol L-1, pH 7) was used as the supporting electrolyte. The calibration linearity, range, limit of detection (LOD), and limit of quantification (LOQ) of the method were also assessed. The same measuring conditions were used for the pH study of G, A, T and C, with pH adjustment using sodium hydroxide 1.0 mol L-1. Acid Hydrolysis and DNA Composition Analysis in Real Samples. For sample analysis, DNA was extracted using ultrapure water containing 0.5 mg mL-1 sodium dodecyl sulfate and 1.5 mg mL-1 sodium chloride, and the solution was blended using a homogenizer. Subsequently, absolute ethanol was used to precipitate the DNA. The DNA was hydrolyzed using 4 mL sulfuric acid (8 mol L-1). The solution was sonicated at 60°C for 10 min and heated in boiling water for 5 h. The obtained clear solution was neutralized with 8 mL of sodium hydroxide solution (8 mol L-1), and the resulting DNA bases were analyzed using SWV as described in section 2.4 after dilution in the supporting electrolyte (0.1 mol L-1 phosphate buffer, pH 7). Validation of DNA Base Analysis in Real Samples using UPLC with a Photodiode Array Detector (PDA). The following analytical conditions were used for the analysis of DNA bases using UPLC: an isocratic mode was used with the mobile phase ratio of ultrapure water to phosphate buffer pH 7 (0.1 mol L-1) set at 90:10, flow rate of 0.25 mL min-1, and the chromatogram was extracted at 254 nm. The calibration linearity, range, LOD, and LOQ of the UPLC method were also assessed. To further evaluate the reliability of the method, a recovery study of the spikes of G, A, T, and C in calf thymus DNA at concentrations of 25, 50, and 75 µg mL-1 using both SWV and UPLC methods was also conducted. (Note: The sample solution was diluted 5 times with phosphate buffer (0.1 mol L-1, pH 7), prior to SWV analysis. In other words, the final concentrations of the spiked samples were 5, 10, and 15 µg mL-1).
In this present work, we investigated the feasibility of a graphite substrate as the material for sensor development and performed a simple preparation procedure that utilized an electro-co-deposition technique to intercalate the graphene layer with gold particles on the surface of a MWCNT-graphite sensor, as illustrated in Figure 1. To our knowledge, the application of a nanocomposite graphite sensor for the multiplex detection of G, A, T, and C has not yet been reported. The reliability and applicability of the proposed nanocomposite graphite sensor in DNA analysis were tested in real DNA samples from calf thymus and onion.
Figure 1. Preparation of Au-rGO/MWNCT/graphite electrochemical sensor by Electro-co-deposition using cyclic voltammetry.
EXPERIMENTAL SECTION Chemicals and Apparatus. For graphite surface modification, a 3 mg mL-1 solution of carboxyl-functionalized multiwalled carbon nanotubes (MWCNT-COOH) was prepared in Britton-Robinson buffer (0.04 mol L-1, pH 7). The electrodeposition solution used was a mixture of 50 µg mL-1 graphene oxide (GO) and 0.1 mmol L-1 tetrachloroauric acid in sodium nitrate (0.1 mol L-1, pH 7). For DNA analysis, standard stocks of A and G were prepared in sodium hydroxide solution (0.1 mol L-1), while standard C and T stocks were prepared in phosphate buffer (0.1 mol L-1, pH 7). All chemicals were purchased from Sigma-Aldrich (Steinheim, Germany), including calf thymus DNA. Ultrapure water (18.2 MOhm, Merck Millipore) was used for the chemical preparations. The graphite electrode used in this study was fabricated according to the methods described in our previously published work 26,27. The electrochemical measurement was performed using an Autolab potentiostat/galvanostat PGSTAT 202 (Utrecht, Netherlands). Liquid chromatography was performed using ultra performance liquid chromatography (UPLC). The surface morphology of the modified graphite electrode was characterized using the field-emission scanning electron microscope model SU8220 (Hitachi, Tokyo, Japan), equipped with energy dispersive X-ray (EDX) for element composition analysis. Preparation of Au-rGO/MWCNT/Graphite. MWCNT solution (0.2 mg mL-1, pH 7) was centrifuged at 2000 × g. The clear portion of the solution was pipetted onto the graphite tip and subsequently evaporated to dryness at 105°C for 3 h. The modified sensor at this stage was designated as MWCNT/graphite. Subsequently, the gold and GO (Au-GO) were electrodeposited on the MWCNT/graphite surface using cyclic voltammetry (CV) at an applied potential ranging from 0.9 to ˗1.3 V, with a scan rate of 0.05 V s-1 for 16 cycles; the deposition solution used was a mixture of 50 µg mL-1 gra-
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that we extracted from a used alkaline AA battery showed high ∆Ep (355.0 ± 2.2 mV), suggesting a low electron transfer efficiency, even after optimization via successive polishing steps with emery paper and alumina slurry, followed by sonication in ethanol and ultrapure deionized water, as we previously reported in our initial study 26. To overcome these limitations, electrode surface modification is required for its practical use in analytical applications. This was also apparent by comparing the Ks of the graphite sensor using the Laviron equation. The Ks values decreased in the following order: AurGO/MWCNT/graphite (27 s-1) > MWCNT/graphite (8 s-1) > bare graphite (4 s-1). Thus, the Au-rGO/MWCNT/graphite possessed fast electron transfer kinetic properties. The anodic peak potential of ferri/ferrocyanide using AurGO/MWCNT/graphite (Ea = 0.2675 V) shifted toward a more negative potential by 75.7 mV and 136.7 mV, compared to that of MWCNT/graphite (Ea = 0.3432 V) and bare graphite (Ea = 0.4042 V), respectively (Figure 2B). This shift of peak potential suggested an improvement in the overpotential, indicating a much easier oxidation of the ferrocyanide. This could be attributed to the electrocatalytic properties of the reduced GO and gold.
Selectivity and Stability Evaluation of Au-rGO /MWCNT/Graphite Electrode. The selectivity of the AurGO/MWCNT/graphite in the detection of G, A, T, and C was tested by comparing the current response of DNA base standards with and without the presence of interfering factors. The sensor stability was evaluated by measuring the current response of the DNA standard throughout a 1-month duration. The study was performed under two different conditions, at 25°C and 45°C, measuring the frequency at intervals of 1, 3, 5, 7, 14, 21, and 28 d.
RESULTS AND DISCUSSION Electrochemical Characterization of AurGO/MWCNT/Graphite Sensor. Gold and graphene oxide (Au-rGO) were electro-co-deposited on MWCNT/graphite by using CV, and the resulting voltammogram is illustrated in Figure 2A, which shows a series of cathodic and anodic peaks. The peak (I) at potential 0.2 V showed an increasing trend of the cathodic current with subsequent CV scan (deposition), suggesting a reduction (electrodeposition) of the tetrachloroauric acid to its elemental gold on the MWCNT/graphite surface. The other cathodic peaks (II and IV) and anodic peak (III) represent the graphene deposition 28, with peaks II and III possibly associated to a reversible redox process of a graphene-functionalized oxide group (COOH, OH). Similarly, at peak IV, the cathodic peak current showing an increasing trend was associated with the irreversible reduction of rGO on the MWCNT/graphite surface. The gold particle intercalated with rGO when performing a CV scan from positive to negative potential, suggesting that gold was deposited first followed by graphene. Therefore, the gold particles were intercalated between the rGO sheets. This unique structure prevented graphene from being agglomerized. The electrochemical characteristics of AurGO/MWCNT/graphite, MWCNT/graphite, and bare graphite were evaluated, including the effective surface area (Eff A), heterogeneous electron transfer rate (Ks), electrode sensitivity, and electrode overpotential. The Eff A of the AurGO/MWCNT/graphite was determined using the RandlesSevcik equation, showed an improvement up to 0.151 ± 0.001 cm-1 corresponding to 0.5- to 4-fold expansion of the Eff A compared to MWCNT/graphite (0.109 ± 0.001 cm2) and bare graphite (0.037 ± 0.001 cm2), respectively. This suggests that more active sites are available for the oxidation process, which is important for sensitivity. This hypothesis was confirmed by the CV analysis of ferri/ferrocyanide solution (Figure 2B). When Au-rGO/MWCNT/graphite was used, the current response (Ia = 3.17 × 10-5 A) improved by 2.5- and 1.6-fold compared to bare graphite (Ia = 1.29 × 10-5 A) and MWCNT/graphite (Ia = 2.00 × 10-5 A), respectively. The electron transfer efficiency of the AurGO/MWCNT/graphite was measured by calculating the potential difference (∆Ep) between anodic and cathodic peaks of the ferri/ferrocyanide redox active solution [39]. According to the Nernst equation, ∆Ep corresponds to 59.16 mV for a reversible reaction that involves a single electron transfer. The ∆Ep values calculated for Au-rGO/MWCNT/graphite, MWCNT/graphite, and bare graphite were 73.5 ± 0.3 mV, 92.0 ± 1.4 mV, and 355.0 ± 2.2 mV, respectively, suggesting that the electron transfer efficiency of AurGO/MWCNT/graphite was higher than that of bare graphite (Figure 2B). The in-house fabricated bare graphite electrode
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Figure 2. (A) Cyclic voltammogram of the electrode-codeposition of gold and graphene oxide (GO) on multiwalled carbon nanotubes (MWCNT)/graphite surface at the 1st cycle (dashed line), 8th cycle (dotted line), and 16th cycle (solid line). (B) Cyclic voltammogram of ferrocyanide using bare graphite (dashed line), MWCNT/graphite (solid line), and AurGO/MWCNT/graphite (double line).
The electron transfer resistance of the fabricated sensor was evaluated using EIS and the Nyquist plot, as illustrated in Figure S1. Both MWCNT/graphite and AurGO/MWCNT/graphite showed a linear line, suggesting a low electron transfer resistance. In contrast to bare graphite, a semicircle graph was observed, suggesting a resistance in electron transfer between the sensor and the interface. Morphology Evaluation of the AurGO/MWCNT/Graphite. The surface of the AUrGO/MWCNT/graphite was studied using a field emission (FE)-SEM, and the resulting images are illustrated in Figure S2. The GO sheet and gold nanoparticles are shown in Figure S2A, where the GO is a wrinkled, flexible sheet. The surface of the bare graphite was smooth and with a clean surface, as
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for analyzing biological samples 7. Figure S3B illustrates a graph of the anodic peak potential against the pH values, where the slope can be used to determine the number of electron transfers. According to the Nernst equation, this value corresponds to 59.16 mV/decade for a one electron to one proton transfer process. The slopes obtained for G, A, T, and C corresponded to –55.31 mV pH–1, –62.18 mV pH–1, –56.00 mV pH–1, and –66.17 mV pH–1, respectively. Therefore, the electrochemical reaction of the four DNA bases on the AurGO/MWCNT/graphite surface involves a one electron and one proton transfer process, with a possible oxidation reaction on the Au-rGO/MWCNT/graphite interface as postulated in Figure S4.
shown in Figure S2B. From the images shown in Figure S2C and D, the MWCNT appeared as a tubular, long-shaped structure, homogenously distributed on the surface. The presence of gold nanoparticles on the electrode surface was further confirmed by EDX, and they appeared as irregular-shaped (Figure S2A), with an average particle size between 70 and 130 nm. Electrochemical Characteristics of G, A, T, and C. The redox properties of the DNA bases were determined using CV with Au-rGO/MWCNT/graphite. Figure 3A, B, C, and D illustrate the CV of G, A, T, and C, respectively. Only a single anodic peak (oxidation) was detected in all the DNA bases, suggesting that the redox process was chemically irreversible, with their anodic peak potentials corresponding to 0.74, 1.01, 1.15, and 1.36 V, respectively. No oxidation peak was detected in the blank scan, except for the reduction peak (cathodic) in the blank and other DNA bases (0.45 V) that could result from reducing gold oxide. The current response of C and T DNA bases was weak, because they are less susceptible to oxidation. To improve detection, SWV was used, and the voltammograms are illustrated in Figure 4A, B, C, and D, showing that the peak currents of T and C were more intense than the currents observed by CV scan.
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Multiplex Oxidation of G, A, T, and C using AurGO/MWCNT/graphite Nanocomposite Electrode. Figure 5 shows the voltammogram for the multiplex detection of G, A, T, and C, using the Au-rGO/MWCNT/graphite sensor, and MWCNT/graphite and bare graphite electrode. Each base was successfully separated in the following order of oxidation potential: guanine (0.77 V) < adenine (1.05 V) < thymine (1.21 V) < cytosine (1.40 V). In contrast, C was not detectable by either MWCNT/graphite or bare graphite electrodes. T was only detectable by MWCNT/graphite, but was fused to the adjacent A peak. Both T and C were oxidized less effectively, because it is more difficult for the pyrimidine structure to donate electrons (become oxidized) due to slow electron transfer rates 22,29. The successful detection of T and C by AurGO/MWCNT/graphite could be attributed to the intercalation of gold and rGO layers that improved the Ks and electrocatalytic properties of the sensor. This is because a higher Ks implies a higher Ks/n value, and increasing values of Ks/n are favorable for the diffusion controlled process of T and C. On the other hand, the Ipa values of A (44.6 µA) and G (71.4 µA) were improved significantly by 2- and 10-fold, compared to those for MWCNT/graphite and bare graphite, respectively.
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Figure 4. Square wave voltammetry (SWV) of (A) guanine, (B) adenine, (C) cytosine, and (D) thymine from pH 2 to 9 using AurGO/MWCNT/graphite electrode and 20 µg mL-1 of the standards. The experiment was performed using SWV with a start potential of 0.2 V; stop potential of 1.9 V; deposition potential of 0.2 V; deposition time of 5 s; and frequency of 25 Hz.
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Figure 3. Cyclic voltammogram of (A) guanine, (B) adenine, (C) thymine, and (D) cytosine. The insets (C) and (D) illustration of the enlarged versions of the thymine and cytosine peaks. The solid line and dotted line correspond to the 20 µg mL-1 standard and blank solution scans, respectively. The experiment was performed using CV at starting potential 0.0 V, first vertex = 1.5 V, second vertex = -0.5 and scan rate of 0.1 V s-1.
The DNA base response to SWV at various pH conditions was also studied, and the resulting voltammograms are illustrated in Figure 4A–D. At pH 2, only G and A were detected, while at pH 3 and above, all DNA bases were detectable using the Au-rGO/MWCNT/graphite. Upon further evaluation of the anodic peak current (Ipa), the effective pH conditions for the optimized anodic peak current (Ipa) of the multiplex DNA bases detection ranged from pH 5–9. Figure S3A shows the graph of the anodic peak current response under different pH conditions. Both G and A exhibited the highest current response at pH 3 and 4; however, these are not the optimum pH values because of the weak response of T and C, limiting the detection sensitivity. Analysis of the peak current response also suggested that both G and A were more oxidizable in moderately acidic conditions (pH 3 to 5), giving higher current response, in contrast to T and C, which were more oxidizable at moderately alkaline conditions (pH 8 to 9). Based on the pH optimization study, we selected pH 7 for the multiplex study of the four DNA bases, because pH 7 is reported to be ideal
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to accomplish the multiplex detection of four DNA bases (G, A, T and C) within a single test, whereas most of the reported electrochemical sensors can only detect A and G, which limits their application in measuring the DNA base ratios (A/T and C/G) for studying DNA damage. The detection limit of A and G is slightly higher (10-6 mol L-1) than that of other sensors (10-7 -10-9 mol L-1); however, this does not affect the efficiency of the developed sensor, which is the measurement of total genomic DNA instead of single genes or trace DNA bases. Moreover, the sample size and dilution factor can be adjusted for the required concentration.
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Potential Vs Ag/AgCl / V
Figure 5. Square wave voltammogram (SWV) of simultaneous detection of guanine (G), adenine (A), thymine (T), and cytosine (C) using different surface-modified graphite electrodes. Analytical performance of Au-rGO/MWCNT/graphite electrode in multiplex analysis of DNA bases. The SWV response
of A, C, T, and G to different concentrations ranged from 2 to 20 µg mL-1, as illustrated in Figure 6A, which shows a concentration-dependent increase in current response. A calibration curve was plotted in Figure 6B and C, which illustrates that the correlation coefficients of G, A, T, and C were greater than 0.991. The dynamic range for both G and A was up to 25 µg mL-1, whereas for T and C, it was up to 100 µg mL-1. From the slope of the calibration curve, the order of sensitivity can be expressed as follows: G (178 nA/µg mL–1) > A (92.9 nA/µg mL–1) > C (15.1 nA/µg mL–1) > T (1.29 nA/µg mL–1), suggesting a sensitive detection of G. The LOD values for G, A, T, and C corresponded to 0.5 µg mL–1, 0.5 µg mL–1, 1 µg mL–1, and 1 µg mL–1, respectively. The LOQ values were calculated at 5 times the standard deviation of the LOD, and the values for G, A, T, and C corresponded to 0.8 µg mL–1, 1.2 µg mL–1, 1.4 µg mL–1, and 1.3 µg mL–1, respectively. To determine the fitness using the AU-rGO/MWCNT/graphite in DNA base analysis, the analytical performance was compared to that of UPLC. Figure S5A illustrates the chromatogram of C, G, T, and A, using a C18 column. All the DNA bases were successfully separated, and the corresponding peak responses showed a concentration-dependent increase. The calibration plot of G, A, T, and C is illustrated in Figure S5B, showing a good correlation linearity above 0.999. Table S1 summarizes the analytical performance of both SWV and UPLC methods. SWV was more sensitive toward G and C detection, and UPLC was more sensitive toward A and T detection. The sensitivity factor was calculated based on the normalized response of 12 µg mL–1 standard as both methods had a different response unit. From the dynamic range, SWV showed a wider linearity range in C and T analysis, and a narrower range for G and A. UPLC showed a better detection limit, which could be explained by the advantages of automated sampling compared to manual addition in SWV. SWV was more rapid, requiring less than 30 s per analysis, in contrast to 8 min for UPLC. We concluded that SWV is as good as the UPLC method for analyzing DNA bases. The analytical performance of the AurGO/MWCNT/graphite was compared to that of other reported electrochemical sensors used for multiplex DNA bases analysis, and the details are summarized in Table 1. This comparison revealed the ability of Au-rGO/MWCNT/graphite sensors
Figure 6. (A) Square wave voltammogram (SWV) of simultaneous detection of guanine (G), adenine (A), thymine (T), and cytosine (C) with concentrations ranging from 2 to 25 µg mL-1 for G and A, and 6 to 100 µg mL-1 for T and C. (B) Calibration graph of G and A (n=3). (C) Calibration graph of C and T (n=3). (D) Correlation graph of SWV results versus ultra-performance liquid chromatography (UPLC) results. All SWV experiments were performed using Au-rGO/MWCNT/graphite electrode. The supporting electrolyte and standards (G, A, T, and C) were prepared in phosphate buffer (0.1 mol L-1, pH 7).
Although the simultaneous detection of G, A, T, and C has been successfully demonstrated by M. Pumera and colleagues (2012), the authors were not able to integrate the signal response of T and C peaks (due to very low peak signal obtained for T and C), which meant that for the C:T ratio study even by using ER-GO electrode, only the G:A signal ratio could be determined quantitatively 23. In a much earlier work by Kato et al. (2008), the authors claimed that they could detect G, A, and C simultaneously but that they faced difficulty in detecting T; even by using the ECR nanocarbon film electrode, the oxidation peaks of A and T reportedly overlapped. This issue can only be resolved with the aid of a subtraction step on the two voltammograms obtained from a wild-type oligonucleotide and its single-base mismatch oligonucleotides to discriminate the C→T mutation 29. In other words, this is an indirect method for studying DNA damage where a complicated subtraction step would be necessary if a longer chain of singlestranded DNA or a short single-stranded DNA with more than one single nucleotide polymorphism (SNP) mutation is to be studied. Apart from this, for both the above-mentioned reported studies, the simultaneous detection of G, A, T, and C was only tested on a short single-stranded DNA, but has not been studied on a double-stranded DNA sample. In contrast, our proposed electrode has successfully overcome the limitations encountered by other researchers for their respective electrochemical sensors, of not being able to detect four DNA bases
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(G, A, T, and C) quantitatively, directly and simultaneously. Thus, this method is important and very useful for studying DNA damage (at the wider scope of DNA genome study instead of single-strand DNA/single gene study), as the ratios of A to T and G to C are measurable using AurGO/MWCNT/graphite. Hydrolysis of DNA samples by acid digestion. DNA contains nucleic acid, ribose sugar, and phosphate. To ensure the liberation of G, A, T, and C, a complete hydrolysis of the
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DNA bases is required. In this present study, three different concentrations of sulfuric acid, corresponding to 1, 4, and 8 mol L-1, were used to hydrolyze standard calf thymus DNA. At less-acidic concentrations (1 and 4 mol L-1), C and T were undetectable by UPLC and SWV. This could be explained by the incomplete hydrolysis of T and C. In contrast, at 8 mol L-1 sulfuric acid, all the DNA bases were detectable.
Table 1. Comparison of the analytical performance shown by different reported electrochemical sensors used for multiplex DNA base analysis. Electrodes
DNA bases
Method
Detection limit (mol L-1)
Linear range (mol L-1)
Notes
Reference
CILEa
G
CV
7.9 x 10-8
5.0 x 10-5 – 3.0 x 10-7
Only G and A can be detected
Sun, Li, Duan, & Jiao, 2008
Only G and A can be detected
Ferancová, Rengaraj, Kim, Labuda, & Sillanpää, 2010 Ye et al., 2014
CdS-CHIT/GCEb ZnS-PEDOT-rGO/GCc
MWCNTFe3O4@PDA-Agd ECR Nanocarbon film
A G A G A T G A G A T C
-7
DPV
LSV
DPV
-5
-6
2.5 x 10 2.0 x 10-9 4.0 x 10-8
7.0 x 10 – 1.5 x 10 1.6 x 10-6 – 1.0 x 10-9 5.0 x 10-6 – 2.0 x 10-8
1.2 x 10-7 1.4 x 10-7 2.6 x 10-6 1.5 x 10-6 5.7 x 10-6 125 fmoles for G and A Data not available for T and C
1.5 x 10-4 – 5.0 x 10-7 1.5 x 10-4 – 5.0 x 10-7 6.0 x 10-4 – 5.0 x 10-6 1.3 x 10-4 – 8.0 x 10-6 1.2 x 10-4 – 1.0 x 10-7 Data not available
Only G, A and T can be detected
Only G and A can Yari & Derki, 2016 be detected SWV Only Ipa peaks for Kato et al., 2008 G, A, and C are well-separated and can be detected quantitatively. T is found overlapping with A and can only be detected and measured by subtracting the two voltammograms which led to a clearer discrimination of C→T mutation ER-GO/GCE G DPV Data not availData not available Only G:A signal Rou Jun, Bonanni, & A able ratio can be deterPumera, 2012 T mined quantitativeC ly but not T:C ratio AuG SWV 3.3 x 10-6 1.7 x 10-4 – 3.0 x 10-6 All G, A, T, and C This study rGO/MWCNT/graphitee A can be detected 3.7 x 10-6 1.9 x 10-4 – 3.0 x 10-6 simultaneously T 7.9 x 10-6 8.0 x 10-4 – 7.5 x 10-6 within a single -6 -4 -6 C 9.0 x 10 9.0 x 10 – 9.0 x 10 analysis CV: cyclic voltammetry; DPV: differential pulse voltammetry; LSV: linear sweep voltammetry; SWV: square-wave voltammetry a Carbon ionic liquid electrode b Cadmium sulfur –chitosan glassy carbon electrode c Zinc sulfur coated poly (3,4-ethylenedioxythiophene) reduce the graphene oxide hybrid film d Multi walled carbon nanotubes-Fe3O4 incorporated polydopamine silver nanoparticles e Intercalation gold nanoparticles-reduced graphene oxide/multiwall carbon nanotubes/graphite electrode
At this concentration, the hydrolysis time used was further optimized at four different time points (4–7 h), and the percentage recovery of G, A, T, and C is illustrated in Figure S6A. At a 5-h hydrolysis time, the recovery of A, C, T, and G was the most efficient. At more than 6-h hydrolysis, C recovery was lower due to acid degradation. When sulfuric acid was substituted with hydrochloric acid, both C and T were not
detectable by SWV, as illustrated in Figure S6B. We concluded that the chloride ions of the acid possibly inhibited the oxidation potential of Au-rGO/MWCNT/graphite at high values (> 1.3 V), interfering with T and C detection. Thus, sulfuric acid is recommended for the hydrolysis of DNA samples.
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Analytical Chemistry DNA possessed a stronger DS DNA interaction compared to calf thymus DNA. Table 2. Simultaneous determination of guanine, adenine, thymine, and cytosine contents in calf thymus and onion DNA samples using the square wave voltammogram (SWV) method with the Au-rGO/MWCNT/graphite electrochemical sensor versus ultra-performance liquid chromatography (UPLC).
Analysis of DNA bases in real samples. The developed SWV method was used to analyze two real DNA samples obtained from calf thymus and onion. Both samples were selected owing to differences in the DNA of the source organisms. Table 2 summarizes the composition of DNA bases in onion and calf thymus samples using SWV. The molar percentage of G, A, T, and C in calf thymus DNA corresponded to 21.5 ± 0.5, 27.9 ± 0.4, 28.5 ± 0.4, and 22.0 ± 0.3 mol %, respectively, while for onion DNA the results corresponded to 29.1 ± 0.2, 20.9 ± 0.2, 21.2 ± 0.3, and 28.8 ± 0.1 mol %, respectively. According to Chargaff’s rules, the mol percentage of G should be equal to C, and that of A should be equal to T. Based on the results obtained from both calf thymus and onion DNA, the ratios of C to G (onion = 0.99, calf thymus = 1.02) and T to A (onion = 1.01, calf thymus = 1.02) were close to unity, suggesting intact DNA bases. The ratios of purines (G and A) to pyrimidines (C and T) were calculated using the formula (C+G)/(A+T) 13,15,30. According to Chargaff’s rules, this value is specific for different organisms. Higher values suggest a stronger interaction between the double-stranded (DS) DNA, as CG pairing contains three hydrogen bonds and AT pairing only involves two hydrogen bonds. The ratios obtained for onion and calf thymus DNA were 1.38 and 0.77, respectively, suggesting that onion
Calf Thymus DNA
Extracted Onion DNA
3 UPLCUPLC2 SWV PDA PDA Result1 Result1 Result1 Result1 (mol %) (mol %) (mol %) (mol %) Guanine 21.5 ± 0.5 21.2 ± 0.3 29.1 ± 0.2 29.4 ± 0.2 Adenine 27.9 ± 1.1 28.1 ± 0.2 20.9 ± 0.2 20.7 ± 0.2 Thymine 28.5 ± 0.8 28.5 ± 0.5 21.2 ± 0.3 20.6 ± 0.1 Cytosine 22.0 ± 0.3 22.1 ± 0.2 28.8 ± 0.1 29.2 ± 0.6 1 3 replicate (n=3) analyses with standard error at 95% confidence limit 2 Square wave voltammetry
Analyte
2
3
SWV
3 Ultra performance liquid chromatography photodiode array detector
Table 3. Simultaneous determination of guanine, adenine, thymine, and cytosine contents in calf thymus DNA using the square wave voltammogram (SWV) method with the Au-rGO/MWCNT/graphite electrochemical sensor versus ultra-performance liquid chromatography (UPLC). 2
Analyte
4
-1
Spike (µg mL )
3
SWV
Result1 (µg mL-1)
Recovery (%)
25 25.9 ± 0.5 103.7 ± 1.9 50 51.6 ± 0.6 103.3 ± 1.2 75 75.3 ± 1.3 100.4 ± 1.7 25 24.6 ± 0.7 98.5 ± 2.6 50 48.3 ± 1.0 96.7 ± 2.0 Adenine 75 74.6 ± 2.1 99.4 ± 2.8 25 25.1 ± 0.5 100.4 ± 2.0 50 50.7 ± 2.3 101.3 ± 4.5 Thymine 75 75.1 ± 1.0 100.1 ± 1.3 25 25.2 ± 0.5 100.6 ± 2.1 Cytosine 50 50.4 ± 1.0 100.8 ± 2.0 75 75.8 ± 2.6 101.0 ± 3.0 1 3 replicate (n=3) analyses and with standard error at 95% confidence limit 2 Square wave voltammetry 3 Ultra performance liquid chromatography-photodiode array detector Guanine
4
UPLC-PDA
Result1 (µg mL-1)
Recovery (%)
24.1 ± 0.6 49.1 ± 0.2 77.6 ± 0.2 24.1 ± 0.3 48.7 ± 0.5 76.4 ± 0.4 25.5 ± 1.1 49.4 ± 0.5 77.3 ± 0.3 25.7 ± 0.2 50.8 ± 0.5 76.2 ± 2.1
96.2 ± 2.4 98.3 ± 0.4 103.4 ± 0.2 96.3 ± 1.0 97.4 ± 1.1 101.9 ± 0.5 102.1 ± 4.6 98.8 ± 1.0 103.0 ± 0.4 102.8 ± 0.6 101.6 ± 1.0 101.6 ± 2.8
The final concentrations after the five-fold dilution of spiked samples are 5, 10, and 15 µg mL-1 The ratio for calf thymus DNA was also in agreement with 0.8%. Figure 5D illustrates a correlation graph of analysis the value of 0.77 reported by Gao et al. and Liu et al. 13,30, results obtained using SWV and UPLC. A linear coefficient of which used polypyrrole/graphene and polythionine/gold nano0.9968 was obtained, and the slope value was equal to 1.0391, particles/MWCNT, respectively. The limitation of both the suggesting that both methods correlated by a factor of 103.9%. previous studies was their calculations, which were based on This suggested that the proposed SWV method using Authe G to A ratio only. In this present study, the DNA base ratio rGO/MWCNT/graphite was reliable and comparable to the was calculated based on the simultaneous detection of G, A, T, established UPLC technique. and C. The result reliability was confirmed by UPLC, and the Selectivity and stability study of Au-rGO/MWCNTresults are summarized in Table 2. Student’s t-test showed that COOH/Graphite in DNA bases analysis. The selectivity of both result sets (SWV and UPLC) were not significantly difthe Au-rGO/MWCNT/graphite sensor in the analysis of G, A, ferent at a 95% confidence limit. A spike recovery analysis T, and C was studied by evaluating the percentage recovery of was performed on the sample matrix at three different concenDNA bases in the presence of common interfering factors, trations (25, 50, and 75 µg mL–1), and the results are shown in including uracil, vitamins (niacinamide and pantothenic acid), Table 3. On average, SWV showed a recovery percentage for amino acids (cysteine, serine, glutamine, and tyrosine), gluall DNA bases at 100.5 ± 0.5%, close to UPLC at 100.3 ±
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This work was financially supported by the University of Malaya post graduate grant (PPP) PG177-2014B, UMRG-Programme RP012C-14SUS and the Fundamental Research Grant Scheme (FRGS) from the Ministry of Higher Education of Malaysia (MOHE) FP041-2016. The author would like to thank Wipro Manufacturing services for postgraduate Ph.D. scholarship funding and support.
cose, and salt. These interferences are commonly present in animal and plant samples. The percentage recovery of the DNA bases is summarized in Table S2. All DNA base standards were recovered at 92% even with the presence of interfering factors. Uracil is an RNA base that is known to interact with A. The recovery of G, A, T, and C was still above 99%. This suggested that the proposed Au-rGO/MWCNT/graphite sensor was selective toward the detection of G, A, T, and C. The storage stability of Au-rGO/MWCNT/graphite was evaluated especially for laboratory or commercial use. Two stability conditions were tested, at 25°C and at 45°C, up to 28 d of storage. The results are illustrated in Figure S7A and B, showing that the sensor was stable at 25°C up to one month. Under the 45°C storage condition, the sensor response toward T was 10% lower after 14 d and for the sensor response toward C and T, the signal slowly decreased after 7 d. After 28 d, although the recovery was not 100%, at the level of 80% response, the electrode was still able to detect C. According to the Arrhenius equation on the relationship between reaction rate and temperature, chemical stability decreases exponentially with increased temperature. The fabricated AurGO/MWCNT/graphite electrode was stable at 45°C, implying that the sensor could be stored for a longer time at 25°C.
REFERENCES (1)
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CONCLUSIONS
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We have developed a Au-rGO/MWCNT/graphite sensor and successfully used it to measure G, A, T, and C simultaneously using SWV. Au-rGO/MWCNT/graphite was reliable and could be practically used for the simultaneous analysis of G, A, T, and C in real plant and animal DNA samples. The results obtained correlated to those obtained by UPLC at 103.9%. Besides, the newly developed sensor exhibited high sensitivities, and low LODs and LOQs compared to UPLC. The developed method was reliable, with recovery of the pre-spiked DNA bases in sample matrix above 92%. This suggests that the proposed sensor is as good as UPLC, and practically suitable for the intended application in clinical or biomedical studies, especially in studies on DNA damage. The developed sensor was also selective toward G, A, T, and C detection in the presence of common biological interfering factors, and it also showed a stable performance over time in storage.
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ASSOCIATED CONTENT (19)
Supporting Information Supporting information can be found in the online version. Further details on SEM morphology of Au-rGO/MWCNT/graphite, and it related EIS result, postulated DNA bases reaction on the sensor surface. UPLC chromatogram. Sensor stability and selectivity study results.
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AUTHOR INFORMATION
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Corresponding Author
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* Corresponding author: E-mail:
[email protected]. Fax: +603-7967 4193 Notes The author Ng Khan Loon is currently an employee of Wipro UNZA Holdings Ltd. Other than the concerned author’s input in the manuscript, Wipro UNZA Holdings Ltd. has no direct role inthe study design, data analysis, and data collection.
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ACKNOWLEDGMENTS
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