Open Access Article
Dipti
Chauhan‡
a,
Yogesh
Kumar‡
a,
Ramesh
Chandra
ab and
Suveen
Kumar
*a
aDepartment of Chemistry, University of Delhi, Delhi-110007, India. E-mail: suveendev@gmail.com
bInstitute of Nano Medical Sciences, University of Delhi, Delhi-110007, India
First published on 30th March 2022
In this work, we report zirconia nanoparticle (∼17 nm) decorated reduced graphene oxide nanocomposite (nZrO2@RGO) based nanobiosensing platform for label-free and efficient detection of food toxin (aflatoxin B1, AFB1). A simple hydrothermal approach was followed for the synthesis of the nZrO2@RGO nanocomposite, which was further functionalized with 3-aminopropyltriethoxy silane (APTES) and made to adhere electrophoretically onto an indium tin oxide (ITO) coated glass substrate (15 V, 180 s). The immobilization of monoclonal antibodies of aflatoxin B1 (anti-AFB1) and bovine serum albumin (BSA) was achieved through EDC–NHS chemistry and drop-casting method, respectively. The structural, morphological, and electrochemical attributes of nZrO2@RGO and the fabricated bioelectrodes were characterized by spectroscopic, microscopic and electrochemical (cyclic voltammetry and differential pulse voltammetry) techniques. Here, the large surface area of RGO support helps in increasing the dispersibility of nZrO2 which imparts synergistic effects to the nZrO2@RGO nanocomposite and as result, accelerates the electron transfer process. Thus, the fabricated immunoelectrode (BSA/anti-AFB1/APTES/nZrO2@RGO/ITO) efficiently detects AFB1 covering wider linear detection range between 1.5–18 ng mL−1 with lower limit of detection of 2.54 ng mL−1 and durability of 49 days.
The role of the immobilization matrix in the development of a nanobiosensing platform is inevitable. Various metal oxides such as ZnO,11 TiO2,12 Fe3O4,13 MgO,13etc. have secured a profound position as an effective matrix support. Among these, nanostructured zirconia (nZrO2) has recently sparked a lot of scientific interest among researchers, given its high surface area to volume ratio,14 biocompatibility,15 excellent electrochemical properties,16 chemical inertness,17 and high adsorption ability;18 thus it can be effectively exploited for high loading of biomolecules with desired orientation. Furthermore, nZrO2 also enables covalent attachment of silane groups and hydroxyl groups present on organosilanes (such as APTES) and ITO, respectively.19,20 However, various studies have reported that nZrO2 tends to congregate and form huge clusters.20 Keeping this in view, a high surface area substrate could provide a suitable support for homogeneous dispersion of metal oxides.20,21
2D materials have risen as potential candidates that act as a high surface area substrate for dispersing metal oxides. Studies have been directed in the past on graphene and its derivatives like graphene oxide, reduced graphene oxide (RGO), etc. as sensing materials.22 Among these, RGO, which is appended through various oxygen containing functional groups, has shown immense potential in the development of nanobiosensing platforms due to its unique properties such as excellent heterogeneous electron transfer,23 remarkable conductivity,24 good mechanical flexibility,25 high catalytic activity, and capability to facilitate direct electron transfer across the electrode surface.26,27 The high surface area of RGO may assist in dispersing metal oxides, thus preventing the agglomeration of nanoparticles. The dispersed metal oxide on the RGO sheet will be helpful in reducing steric hindrance produced between the biomolecules.28–30 Also, the electrochemical performance is known to be enhanced when using a conductive and large surface area support for metal oxides.20,21,30 A RGO supported nZrO2 nanoparticle based biosensing platform has been successfully employed for enzyme immobilization and utilized for chlorpyrifos pesticide detection.21 Gupta et al. showed an improvement in electrochemical characteristics and low aggregation of ZrO2 nanoparticles by employing a ZrO2-RGO nanocomposite for the detection of ochratoxin A.31 In another work, a well-dispersed zirconia decorated RGO has been utilized as an efficient immobilization matrix for the detection of oral cancer.20 Along with this, these 2D materials have been significantly used for the development of point-of-care devices, attributed to their tailor-made physical and chemical properties, remarkable mechanical strength, favorable flexibility, and so on. In several studies, 2D material-based biosensors have been utilized to detect different metabolic imperfections and environmental risk factors, including pathogens and toxins.22,32 With these considerations in mind, nZrO2–RGO nanocomposite seems to be a highly efficient immobilization matrix for the development of a nanobiosensing platform in which both components synergistically compensate for each other's shortcomings.
In the present work, we report a label free immunosensor based on APTES functionalized nZrO2@RGO nanocomposite for AFB1 detection. The demonstrated method is economical and simple that involves direct immobilization of antibodies onto the nZrO2@RGO nanocomposite. This fabricated nZrO2@RGO immunosensor exhibits wider linear detection range (1.5–18 ng mL−1) which covers the permitted as well as lethal levels of AFB1 concentration. Along with this, high durability of up to 49 days was achieved. To the best of our knowledge, this is the first report on food toxin (AFB1) detection based on a nZrO2@RGO based nanocomposite.
For functionalization of the synthesized nZrO2@RGO nanocomposite, 50 mg of nZrO2@RGO was dispersed in isopropanol (1 mg mL−1) at 60 °C with continuous stirring (300 rpm). Thereafter, APTES (98%, 200 μL) was added dropwise with subsequent addition of Milli-Q water (5 mL), and the solution was allowed to stir for the next 48 h. The obtained product (APTES/nZrO2@RGO) was filtered out through Whatman filter paper, dried at 70 °C for 4 h, and then stored in a dry place.
:
NH4OH
:
H2O solution (1
:
1
:
5) at 80 °C for 30 min. For electrophoretic deposition (EPD), the APTES/nZrO2@RGO functionalized nanocomposite was dispersed in acetonitrile (0.4 mg mL−1) through ultrasonication. Further Mg(NO3)2·6H2O was used to enhance the surface charge. A conventional two electrode system comprising ITO and Pt as the cathode and anode, respectively, having separation distance of 1 cm was employed, and thin film of APTES/nZrO2@RGO was obtained onto prehydrolyzed ITO substrate at DC potential of 15 V for 180 s. For anti-AFB1 antibody immobilization, solution (30 μL) of 0.2 M EDC (coupling agent), 0.05 M NHS (activator), and 50 μg mL−1 anti-AFB1 was prepared in 1
:
1
:
2 ratio and kept for 30 min; this was subsequently spread onto the APTES/nZrO2@RGO/ITO electrode. Finally, after washing with phosphate buffer saline (PBS), 20 μL of BSA was employed to reduce non-specific attachment of AFB1. The fabricated BSA/anti-AFB1/APTES/nZrO2@RGO/ITO immunoelectrode was then stored at 4 °C till further use after washing with PBS. A schematic representation of the fabrication steps of the BSA/anti-AFB1/APTES/nZrO2@RGO/ITO immunoelectrode is shown in Scheme 1.
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| Scheme 1 Schematic representation of the fabrication steps of the BSA/anti-AFB1/APTES/nZrO2@RGO/ITO immunoelectrode. | ||
11), (020), (102), (
02), and (013) planes of the monoclinic phase [JCPDS: 89-9066] whereas peaks at 30.29°, 50.26°, and 60.05° correspond to the (101), (112) and (211) planes of the tetragonal phase [JCPDS: 80-2155] of nZrO2, respectively. The low intensity peak seen at 43.00° indexed as the (001) plane is due to RGO. The XRD results indicate the synthesis of mixed-phase zirconia nanoparticles with RGO. The mean grain size (D) of zirconia in the prepared nanocomposite (nZrO2@RGO) was computed to be ∼5 nm by using Scherer's formula (D = 0.94λ/β cos
θ),33 where λ represents the X-ray wavelength which is 1.54 Å, β denotes the full width at half maximum, and θ signifies Bragg's angle. The calculated crystallite size indicates successful formation of nanostructured zirconia.
![]() | ||
| Fig. 1 (a) XRD spectrum of the synthesized nZrO2@RGO nanocomposite; (b) SEM and (c and d) TEM images of the nZrO2@RGO nanocomposite. | ||
To study the morphological properties of nZrO2@RGO nanocomposite, SEM and TEM results were recorded. For this, the nZrO2@RGO nanocomposite was dispersed in Milli-Q water and drop-cast onto an ITO substrate for SEM viewing. The obtained results are shown in Fig. 1(b). It clearly appears that the nanostructured nZrO2 is grafted onto the RGO sheet. For TEM imaging, the nZrO2@RGO nanocomposite was dispersed in ethanol and drop-cast onto a carbon coated gold grid. Fig. 1(c and d) show the TEM images, indicating the uniform decoration of nanostructured nZrO2 onto the RGO sheet as compared to nZrO2 without RGO,19,34,35 thus indicating formation of highly dispersed nZrO2. The average particle size of nZrO2 was calculated to be ∼17 nm, which clearly indicates the formation of nanostructured zirconia onto the RGO surface.
O stretching. However, the peaks observed between 2447–2412 cm−1 corresponding to CO2 stretching are absent in the second curve. Along with this, the peaks at 1604 cm−1, 1278 cm−1 and 1072 cm−1 are prominent in GO due to the presence of O–H bending, epoxy C–O stretching, and alkoxy C–O stretching, respectively, which gets diminished in RGO.36,37 This confirms the successful reduction of GO to RGO. Further, to examine the presence of functionalities in APTES/nZrO2@RGO/ITO and anti-AFB1/APTES/nZrO2@RGO/ITO electrodes, their FT-IR spectra were recorded and the obtained results are shown in Fig. S2(a and b).† In (a) APTES/nZrO2@RGO/ITO, the bands present at 3300 cm−1 and 1540 cm−1 are ascribed to the free amine groups on the exterior of the APTES/nZrO2@RGO/ITO electrode. The peak positioned at 1106 cm−1 corresponds to the stretching vibration of C–OH onto the RGO sheet. In (b) anti-AFB1/APTES/nZrO2@RGO/ITO, the broad peak found at 1029 cm−1 indicates the amide bond [C(O)–NH] formation between the amine and carboxyl groups present on the APTES/nZrO2@RGO/ITO electrode and anti-AFB1 antibodies, respectively, thus confirming the successful covalent immobilization of biomolecules.38
Further, to investigate the changes in the peak current at different steps of the electrode modification, the electrochemical response of APTES/nZrO2@RGO/ITO, anti-AFB1/APTES/nZrO2@RGO/ITO and BSA/anti-AFB1/APTES/nZrO2@RGO/ITO electrodes were recorded through DPV (potential range: −0.2 V to +0.6 V) and the obtained results are shown in Fig. 2(b). It is observed that the anodic peak current of the APTES/nZrO2@RGO/ITO electrode (0.102 mA) lowers to 0.099 mA after anti-AFB1 immobilization. This may be credited to the obstruction in the electron transfer as the redox active sites are being deeply entrapped into the macromolecular structure of antibodies.28 The peak current further decreases to a value of 0.090 mA after the non-specific sites on the anti-AFB1/APTES/nZrO2@RGO/ITO electrode are blocked using BSA due to its insulating nature.19
Furthermore, the interfacial kinetics of the BSA/anti-AFB1/APTES/nZrO2@RGO/ITO and APTES/nZrO2@RGO/ITO electrodes was examined through CV (potential range: −0.8 V to +0.8 V) by studying the variation in peak current values as a function of varying scan rates (40–140 mV s−1), as shown in Fig. 2(c and d). As seen in the figures, the magnitude of the peak currents (both anodic, Ipa, and cathodic, Ipc) follows a linear increasing trend against the square root of the scan rate (υ1/2) (inset (i), Fig. 2(c and d)) which signifies that the electrochemical process is diffusion controlled26,39 and follows eqn (S1) to (S4).† Further, the Ipa and Ipc values also shift to more positive and negative potentials, respectively, on stepping up the sweep rate. The difference in magnitude of the redox peak potentials (ΔEp = Epa − Epc) shows linear variation with υ1/2, where Epc and Epa represent the cathodic and anodic peak potentials, respectively. The obtained results are shown in inset (ii), Fig. 2(c and d), indicating the facile charge transfer kinetics between the medium and the electrode interface27 which follows eqn (S5) and (S6).† Furthermore, the surface concentration (γ) of the BSA/anti-AFB1/APTES/nZrO2@RGO/ITO electrode was computed to be 7.6 × 10−9 mol cm−2 by applying the Brown–Anson equation, eqn (i):40
| Ip = n2F2γAυ(4RT)−1 | (i) |
485 C mol−1), A signifies the electrode surface area (0.25 cm2), R represents the gas constant (8.314 J mol−1 K−1), υ denotes the sweep/scan rate (V s−1), and T is the room temperature (298 K or 25 °C).
The diffusion coefficient (D) of the BSA/anti-AFB1/APTES/nZrO2@RGO/ITO electrode was evaluated to be 1.13 × 10−3 cm2 s−1 by applying the Randles–Ševčík equation, eqn (ii):29
| Ip = (2.69 × 105)n3/2AD1/2Cυ1/2 | (ii) |
| Ip (mA) = [0.0005 ± (3.86 × 10−5) mA ng−1 mL] × conc. of AFB1 (ng mL−1) + (0.095 ± 0.0004) R2 = 0.97 | (iii) |
This increment in the value of the peak current can be ascribed to the immunocomplex formed on the surface of electrode which promotes facile electron transfer process.19 The fabricated nanobiosensor covers linear range starting from 1.5 ng mL−1 to 18 ng mL−1 which covers the permitted as well as lethal levels of AFB1, which is much wider than that of the graphene quantum dots–gold nanoparticles composite,41 carboxylated MWCNTs,2 graphitic carbon nitride10 based, and other nanobiosensors reported so far.42–44 This wide detection range may be due to the defects and oxygenated groups present on the nZrO2 surface uniformly dispersed over RGO that leads to a larger electrochemically active surface area for the adsorption of biomolecules. Moreover, the synergistic properties of nZrO2 and RGO accelerate the electron transfer process, providing good electrocatalytic effect of oxidation/reduction of protein.19,20 The positive slope of the calibration plot was used to calculate the sensitivity of the immunoelectrode to be 1.97 μA ng−1 mL cm−2. The limit of detection (LOD)45 was determined to be 2.54 ng mL−1 by applying eqn (iv):
| LOD = 3σb/m | (iv) |
47 based biosensors reported so far. A comparative investigation of the biosensing parameters of existing nanobiosensors for AFB1 detection and the current work is displayed in Table 1.
| S. No. | Detection technique | Materials used | LDR (ng mL−1) | LOD (ng mL−1) | Durability (days) | Ref. |
|---|---|---|---|---|---|---|
| Abbreviations used – CV: cyclic voltammetry, DPV: differential pulse voltammetry, EIS: electrochemical impedance spectroscopy, SPE: screen printed electrode, PTH: polythionine, AuNP: gold nanoparticle, GCE: glassy carbon electrode, MBA: mercaptobenzoic acid, MWCNTs: multi-walled carbon nanotubes, GQDs: graphene quantum dots, Thn: thionine, g-C3N4: graphitic carbon nitride, APTES: 3-aminopropyltriethoxysilane, nZrO2@RGO: zirconia@reduced graphene oxide nanocomposite, ITO: indium tin oxide. | ||||||
| 1. | CV, EIS | SPEs | 50 × 10−6 to 5 | 50 × 10−6 | — | 44 |
| 2. | DPV | PTH/AuNP/GCE | 0.6 to 2.4 | 0.07 | — | 43 |
| 3. | CV, DPV | C-AuNP/MBA/Au | 0.1 to 1 | 0.1790 | — | 42 |
| 4. | CV | c-MWCNTs/ITO | 0.25 to 1.375 | 0.08 | 45 | 2 |
| 5. | CV | GQDs-AuNPs/ITO | 0.1 to 3.0 | 0.008 | 56 | 41 |
| 6. | CV | Thn/g-C3N4/ITO | 1 × 10−6 to 1 | 0.328 | 49 | 10 |
| 7. | DPV | APTES/nZrO 2 @RGO/ITO | 1.5 to 18 | 2.54 | 49 | Current work |
To investigate the cross-reactivity of the APTES/nZrO2@RGO/ITO electrode with AFB1, a control experiment was performed by studying the electrochemical signals of the APTES/nZrO2@RGO/ITO electrode at increasing concentrations (1.5–18 ng mL−1) of AFB1. It is clear from Fig. 3(d) that no significant change in anodic peak current values was observed on increasing the concentration of AFB1, indicating that the APTES/nZrO2@RGO/ITO electrode surface doesn't interact with antigen molecules. Therefore, the root cause of increasing current in response studies was the immunoreaction between the BSA/anti-AFB1/APTES/nZrO2@RGO/ITO electrode and the AFB1 antigen. To evaluate the selectivity of the immunoelectrode, interferent studies were conducted with several analytes such as glucose, fructose, sucrose, NaCl, MgCl2, etc. present in food, and the obtained results are shown in Fig. 3(e). The immunosensor was incubated with a solution of 5 ng mL−1 AFB1 containing one of the above analytes, and it was found that no substantial change occurred in the anodic peak current in the presence of various analytes, indicating the fabricated immunoelectrodes exhibit good selectivity. The durability of the fabricated nanobiosensor (BSA/anti-AFB1/APTES/nZrO2@RGO/ITO) was investigated through CV at a regular interval of 7 days and the obtained results are shown in Fig. 3(f). It is observed that it sustains 95% of the current value till 49 days; thereafter, it decreases marginally to 80% at the end of 56 days. Thus, the fabricated nanobiosensor exhibits a durability of 49 days.
Footnotes |
| † Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d2sd00012a |
| ‡ These authors equally contributed to the work. |
| This journal is © The Royal Society of Chemistry 2022 |