Literature DB >> 34794571

Label-free detection of SARS-CoV-2 Spike S1 antigen triggered by electroactive gold nanoparticles on antibody coated fluorine-doped tin oxide (FTO) electrode.

Akanksha Roberts1, Subhasis Mahari1, Deepshikha Shahdeo1, Sonu Gandhi2.   

Abstract

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2, also known as 2019-nCov or COVID-19) outbreak has become a huge public health issue due to its rapid transmission making it a global pandemic. Here, we report fabricated fluorine doped tin oxide (FTO) electrodes/gold nanoparticles (AuNPs) complex coupled with in-house developed SARS-CoV-2 spike S1 antibody (SARS-CoV-2 Ab) to measure the response with Cyclic Voltammetry (CV) and Differential Pulse Voltammetry (DPV). The biophysical characterisation of FTO/AuNPs/SARS-CoV-2Ab was done via UV-Visible spectroscopy, Dynamic Light Scattering (DLS), and Fourier Transform Infrared Spectroscopy (FT-IR). The fabricated FTO/AuNPs/SARS-CoV-2Ab immunosensor was optimised for response time, antibody concentration, temperature, and pH. Under optimum conditions, the FTO/AuNPs/Ab based immunosensor displayed high sensitivity with limit of detection (LOD) up to 0.63 fM in standard buffer and 120 fM in spiked saliva samples for detection of SARS-CoV-2 spike S1 antigen (Ag) with negligible cross reactivity Middle East Respiratory Syndrome (MERS) spike protein. The proposed FTO/AuNPs/SARS-CoV-2Ab based biosensor proved to be stable for up to 4 weeks and can be used as an alternative non-invasive diagnostic tool for the rapid, specific and sensitive detection of SARS-CoV-2 Spike Ag traces in clinical samples.
Copyright © 2021 Elsevier B.V. All rights reserved.

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Keywords:  Gold nanoparticles; Immunosensor; SARS-CoV-2; Spike antigen; Voltammetry

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Year:  2021        PMID: 34794571      PMCID: PMC8529383          DOI: 10.1016/j.aca.2021.339207

Source DB:  PubMed          Journal:  Anal Chim Acta        ISSN: 0003-2670            Impact factor:   6.558


Introduction

SARS-CoV-2 is a single positive strand RNA virus consisting of four structural proteins including spike, envelope, matrix and nucleocapsid proteins and is responsible for respiratory tract illness [1]. In December 2019, an outbreak of pneumonia was observed in Wuhan, China and the causative pathogen was identified as a new type of coronavirus [[2], [3], [4], [5], [6]] and named as 2019 novel coronavirus (2019-nCoV) by the World Health Organization (WHO). For early diagnosis, chest computed tomography (CT) [[7], [8], [9], [10]] was used whereas in the analytical stage, real-time reverse-transcriptase polymerase chain reaction (RT-PCR) [[11], [12], [13], [14]] remains the standard reference test for the etiologic diagnosis of SARS-CoV-2 [15,16]. However, since both these conventional techniques are time consuming, laborious processes and may sometimes give false negative results due to low titre value, rapid mass screening is not possible which is the need of the hour to manage the spread of the virus, especially from non-symptomatic patients. In order to overcome the above disadvantages of conventional methods, various serological assay and biosensor [17] based detection methods have gained research interest which include Enzyme Linked Immunosorbent Assays (ELISA) [18], Lateral Flow Assays (LFA) [19], Field Effect Transistors (FET) [20], etc. Recently, integrated Internet of Things (IOT) and Clustered regularly interspaced short palindromic repeats (CRISPR) based techniques are being introduced as supplemental tools for rapid diagnosis [[21], [22], [23], [24]]. However, this area still needs a lot of research as the sensors require higher sensitivity and specificity for the detection of SARS-CoV-2. Biosensors are sensitive, specific, stable, easy to use, require less sample size, time, portable and most importantly can be customised to detect the target analyte of interest. Immunosensors can be used to detect toxins [25], narcotic drugs [[26], [27], [28], [29]], viruses [[30], [31], [32]] by use of different bioreceptors such as deoxyribonucleic acid (DNA) [33,34], enzymes [35,36], peptides [37], aptamers [38], antibody [39,40]. Electrochemical biosensors are considered as a reliable tool for infectious disease detection as they remain unaffected by sample absorbance or turbidity [41]. In order to increase the sensitivity of electrochemical biosensors, nanomaterials are often made use of as signal amplifiers such as graphene and AuNPs [42,43]. The electrical conductive properties of AuNPs have been extensively studied which enables them to improve the electronic transmission performance of sensors upon incorporation [[44], [45], [46]]. Moreover, since the synthesis of AuNPs is an easy one-step process and biocompatible for simple antibody physisorption conjugation, we have selected it as the signal amplification component in this research work. In this study, we have fabricated FTO/AuNPs/SARS-CoV-2Ab electrode for the detection of SARS-CoV-2 Spike S1 Ag. The polyclonal SARS-CoV-2 Spike S1 Ab were raised in house and evaluated for its purity, and affinity for specific Ag by immunoassays. Here, FTO electrodes have been preferred over indium tin oxide (ITO) electrodes due to its high electrical conductivity, chemical stability, high tolerance towards physical abrasions and cost effectiveness [39]. Nanotechnology has played various roles in combating the SARS-CoV-2 pandemic [47] and in this research work, AuNPs were selected as the signal amplifiers due to their high conductivity, biocompatibility, stability, and ease of synthesis [48]. AuNPs were drop casted onto the FTO electrode and SARS-CoV-2 Spike S1 Ab was immobilised to detect the presence of SARS-CoV-2 Spike S1 Ag. All immobilization steps and optimisation of response time, antibody concentration, temperature, and pH were characterised using physicochemical methods such as UV–Vis Spectroscopy, Dynamic light Scattering Spectroscopy (DLS), Fourier Transform Infra-Red Spectroscopy (FT-IR), Cyclic Voltammetry (CV), Differential Pulse Voltammetry (DPV). The LOD of developed FTO based immunosensor was determined as 0.63 fM within the concentration range of 1 fM to 1 μM in standard buffer and 120 fM in case of spiked saliva samples. The fabricated immunosensor not only showed high sensitivity but also specificity towards SARS-CoV-2 Spike S1 Ag when compared with various other viral antigen (MERS Spike Ag, Avian Influenza Virus (AIV) Ag, and Human Immunodeficiency Virus (HIV) Ag), with a rapid response time of 10 s and stability up to 4 weeks. Hence, this immunosensor is a promising candidate for the development of rapid, non-invasive, specific, and sensitive detection of SARS-CoV-2 Spike S1 Ag directly from a patient's saliva sample.

Experimental section

Materials

Gold(III) chloride (Au2Cl6), Freund's complete adjuvant, and Freund's incomplete adjuvant were purchased from Sigma-Aldrich (India). Protein-A Sepharose resin was procured from Cytiva (Marlborough, USA). SARS-CoV-2 Ag (Spike S1 protein) was acquired from ProSci (California, USA). Human Immunodeficiency Virus (HIV) and Avian Influenza Virus (AIV) Ag were obtained from The Native Antigen Company (Oxford, UK). MERS Spike Ag was procured from R & D Systems (Minnesota, USA). Immobilon western chemiluminescent HRP Substrate (ECL) and polyvinylidene difluoride (PVDF) membrane were purchased from Merck Millipore (Darmstadt, Germany). 96-well NUNC microtiter plates for ELISA were acquired from Thermo Scientific (Bangalore, India). New Zealand white rabbit (7 weeks of age) was obtained from (Vyas Labs, Hyderabad) and housed at the small animal facility managed by the National institute of Animal Biotechnology (NIAB). All chemicals, solvents and reagents used were of high-quality analytical grade unless stated otherwise and all solutions were prepared in double distilled water.

Apparatus

ELISA readings were taken on ThermoFisher Scientific Multiskan™ FC Microplate Photometer (Bangalore, India) and SDS gel/Western Blot membrane imaging was done on ThermoFisher Scientific iBright™ CL1500 Imaging System (Bangalore, India). SDS-PAGE was run on BIORAD Mini-PROTEAN Tetra Vertical Electrophoresis Cell (Gurgaon, India) and semi-dry transfer of Western blot was carried out using BIORAD Trans-Blot Turbo Transfer System, (Gurgaon, India). UV–Vis and FT-IR spectra were acquired on Systonic S-924 Single-Beam UV–Vis Spectrophotometer (Delhi, India) and Thermo Scientific-Nicolet iS50 FT-IR (Bangalore, India) respectively. Changes in hydrodynamic diameter and zeta potential of each immobilization step were observed using Anton-Paar Litesizer 500 Particle Analyzer DLS (Gurgaon, India). CV and DPV measurements were performed with PalmSens4 (Netherlands). All experiments were performed at room temperature (RT) (25 °C) unless stated otherwise.

Immunization, purification, and characterization of SARS-CoV-2 spike S1Ab

Immunization and antibody production

7-weeks old New Zealand white rabbit was immunized subcutaneously with 180 μg of SARS CoV-2 Spike S1 recombinant protein emulsified with Freund's complete adjuvant. Subsequently, three boosters were given at 14-day intervals emulsified with Freund's incomplete adjuvant. The rabbit was bled and serum was separated on the 5th day after every booster to determine the Ab titre by Enzyme-Linked Immunosorbent Assay (ELISA). Anti-Spike S1 antibody was purified using Protein-A Sepharose following the product catalogue protocol (Protein A-Sepharose® CL-4B Cytiva). The purified fractions were pooled together and dialysed in Phosphate Buffer Saline (PBS) (pH 7.4).

Antibody characterization

The purity of the Ab was evaluated by electrophoresis and Western blot analysis. Purified SARS-CoV-2 Spike S1Ab was run on 12% sodium dodecyl sulphate polyacrylamide gel electrophoresis (SDS-PAGE) gel along with a protein ladder followed by staining and de-staining. For Western blot analysis, the SARS-CoV-2 Spike S1 Ag was run on 12% SDS-PAGE and the protein was transferred onto polyvinylidene difluoride (PVDF) membrane which was pre-activated for 5 min in methanol. The PVDF membrane was blocked using blocking buffer consisting of Bovine Serum Albumin (BSA) and skimmed milk in PBS (pH 7.4). PVDF membrane was further incubated with 1:8000 dilution of purified SARS-CoV-2 Spike S1Ab overnight at 4 °C and subsequently with Horse Radish Peroxidase (HRP) conjugated anti-rabbit secondary antibody at 1:10,000 dilution. The membrane was washed with PBS-Tween 20 (PBS-T) after each incubation step. Finally, enhanced chemiluminescence (ECL) was applied to the membrane and image was developed using ChemiDoc.

Immunoassay development

To further screen the specificity and binding of SARS-CoV-2 Spike S1 antibody, binding ELISA was performed in 96-well microtiter plates. ELISA plates were coated with 0.5 μg/mL SARS-CoV-2 Spike S1 antigen prepared in carbonate buffer (pH 9.6) and incubated overnight at 4 °C. Plate was washed with PBST (0.01%) and blocked for 1 h at 37 °C using 2% PBSM (2% skimmed milk in PBS). Plate was again washed, followed by addition of serially diluted SARS-CoV-2 Spike S1Ab and incubated for 2 h at 37 °C. Plate was washed and 1:10,000 dilution of secondary antibody solution was added (HRP labelled anti rabbit anti-IgG Ab) for 1 h at 37 °C. Plate was thoroughly washed as described previously and 3,3′,5,5′-Tetramethylbenzidine (TMB) substrate was added into each well. The colour was allowed to develop for 10 min and stopped using 1 N HCl (N = normality). Absorbance at 450 nm was measured using an ELISA plate reader. From the above binding assay, the parameters and concentrations were standardised for competitive ELISA for SARS-CoV-2 Spike S1 Ag. The initial steps remained the same as the above indirect ELISA. After blocking and washing, different concentrations of Ag (SARS-CoV-2) were added to the plates, where 1°Ab concentration remained constant (2.5 μg/mL) and the Ag concentrations were serially diluted ranging from 1–1.9 × 10−6 μg/mL. After 2 h incubation at 37 °C the remaining steps i.e. 2°Ab, washing, TMB and stop solution remain the same as above. Readings were taken at 450 nm in an ELISA plate reader.

Synthesis of AuNPs and its labelling with SARS-CoV-2Ab

AuNPs were synthesised using Turkevich [49] and Frens [50] heat-reflux citrate reduction method [51]. For synthesis of AuNPs, gold chloride (0.01 mL, 10%) was added to Milli-Q water and heated until mixture began to boil. 1 mL of 1% sodium citrate was immediately added to the boiling solution, that resulted in gradual change in the colour from yellow to dark blue and finally to wine red. The colloidal solution cooled and stored at 4 °C until further use. For labelling of SARS-CoV-2Ab with AuNPs, 90 μg SARS-CoV-2Ab was added dropwise to 1 mL of AuNPs solution in phosphate buffer saline (PB) (20 mM, pH 7.5) and incubated overnight (O/N) at 4 °C for further characterisation.

Characterisation of AuNPs and AuNPs/SARS-CoV-2Ab

Various physicochemical methods were used to confirm the labelling of SARS-CoV-2Ab with AuNPs. UV–Vis spectra were observed in the range of 200–800 nm for AuNPs and AuNPs/SARS-CoV-2Ab. The hydrodynamic diameter and zeta potential were obtained from DLS at 200 kHz. The hydrodynamic diameter calculated based on Stokes–Einstein equation as water was considered as the continuous phase (water viscosity = 0.911–0.852 mPa/s, diffusion coefficient of AuNPs = 6.89 × 10−9 to 5.30 × 10−8 cm2/s) [48]. FT-IR spectra were taken in the range of 1000–4000 cm−1 to determine the changes in bonds/functional groups.

Fabrication, optimisation, and testing of FTO/AuNPs/SARS-CoV-2Ab with SARS-CoV-2 spike S1 Ag

100 μl of AuNPs were drop casted on the surface of FTO electrode and 100 μl of SARS-CoV-2Ab was immobilised. For, electrochemical characterisation Ag/AgCl was used as a reference electrode, and platinum as a counter electrode. This was done by sweeping the potential from −1.6 V to 1.8 V (CV) and −0.6 V–1.2 V (DPV) in K3[Fe(CN)6]/K4[Fe(CN)6] solution. In order to confirm the conjugation of SARS-CoV-2Ab on the FTO electrode and obtain maximum sensing signal, various factors such as Ab concentration, response time, scan rate, pH, and temperature were optimised by comparing CV/DPV data. The SARS-CoV-2 Spike S1 Ag concentrations were prepared in the range 1 fM to 1 μM and LOD was determined. The application of the fabricated FTO/AuNPs/SARS-CoV-2Ab sensor was also evaluated for its degree of sensitivity in saliva samples spiked with SARS-CoV-2 spike S1 Ag. Furthermore, the stability and repeatability of the fabricated FTO/AuNPs/Ab electrode was also evaluated over a period of 4 weeks. The specificity was determined by analysing the cross-reactivity against other viral Ag of Middle East Respiratory Syndrome (MERS), Avian Influenza Virus (AIV), and Human Immunodeficiency Virus (HIV).

Results and discussion

Design and principle of the fabricated FTO/AuNPs/SARS-CoV-2Ab based immunosensor

Scheme 1 elucidates the mechanism of sensing and fabrication of the developed FTO immunosensor integrated with AuNPs and SARS-CoV-2Ab. AuNPs acted as a catalyst by providing large surface area for immobilization of Ab and also amplified the electrochemical signal by enhancement of electrical conductivity. Presence of AuNPs served as a platform for the attachment of SARS-CoV-2Ab by simple physisorption. Addition of SARS-CoV-2 Ag on FTO/AuNPs/SARS-CoV-2Ab led to a change in electrical current. The major phenomenon that lies behind is the orientation and polarity of the protein molecules that played a crucial role in the electron transfer from the electrode surface.
Scheme 1

Design of electrochemical Sensing. (a) Bare electrode; (b) Deposition of AuNPs on the surface of electrode; (c) Immobilization of SARS-CoV-2 Spike S1Ab on the surface of AuNPs via electrostatic or physisorption; (d) Addition of SARS-CoV-2 Spike S1 Ag, SARS-CoV-2 virus structure showing targeted surface protein i.e. Spike S1 Ag; (e) Interaction of Ag-Ab on the fabricated electrode that served as the working electrode in a 3 electrode system which consisted of Ag/AgCl as a reference electrode and platinum as a counter electrode; (f) Electrochemical detection to measure the binding interactions.

Design of electrochemical Sensing. (a) Bare electrode; (b) Deposition of AuNPs on the surface of electrode; (c) Immobilization of SARS-CoV-2 Spike S1Ab on the surface of AuNPs via electrostatic or physisorption; (d) Addition of SARS-CoV-2 Spike S1 Ag, SARS-CoV-2 virus structure showing targeted surface protein i.e. Spike S1 Ag; (e) Interaction of Ag-Ab on the fabricated electrode that served as the working electrode in a 3 electrode system which consisted of Ag/AgCl as a reference electrode and platinum as a counter electrode; (f) Electrochemical detection to measure the binding interactions.

Characterization of SARS-CoV-2 spike S1 Ab and immunoassay development

Fig. 1 depicts the characterization of purified SARS-CoV-2 SpikeAb by SDS-PAGE, Western blot, and ELISA. The purified Ab revealed both the heavy (50 kDa) and light (25 kDa) chains after denaturation in SDS-PAGE (Fig. 1 A). The Western blot confirmed the binding of in-house produced Ab with the Ag (approximately 75 kDa) (Fig. 1 B). Antibody titer declined after 3rd booster as shown in Fig. 1C, hence the experiment was terminated at this point and final blood was collected. The generated Ab does not show any binding with pre immune sera in ELISA. The binding ELISA showed that 0.25 μg/mL Ag, and 2.5 μg/mL Ab were optimum to carry out competitive ELISA (Fig. 1 D). The limit of detection (LOD) for SARS-CoV-2 Spike S1 Ag competitive ELISA was determined as 7.5 ng/mL (Figure E).
Fig. 1

Purification and characterisation of in-house SARS-CoV-2 Spike S1Ab. (A) SDS-PAGE gel image depicting both the heavy (50 kDa) and light (25 kDa) chains; (B) Western blot of SARS-CoV-2 Spike S1 Ag with molecular weight of 75 kDa; (C) Bar graph representing SARS-CoV-2 Spike S1Ab titre in pre-immune and booster serum; (D) Binding assay showing 0.25 μg/mL Ag and 2.5 μg/mL Ab as the optimum concentration for competitive ELISA; (E) Competitive ELISA titration curve to determine LOD of SARS-CoV-2 Spike S1 Ag with in-house developed SARS-CoV-2 Spike S1Ab.

Purification and characterisation of in-house SARS-CoV-2 Spike S1Ab. (A) SDS-PAGE gel image depicting both the heavy (50 kDa) and light (25 kDa) chains; (B) Western blot of SARS-CoV-2 Spike S1 Ag with molecular weight of 75 kDa; (C) Bar graph representing SARS-CoV-2 Spike S1Ab titre in pre-immune and booster serum; (D) Binding assay showing 0.25 μg/mL Ag and 2.5 μg/mL Ab as the optimum concentration for competitive ELISA; (E) Competitive ELISA titration curve to determine LOD of SARS-CoV-2 Spike S1 Ag with in-house developed SARS-CoV-2 Spike S1Ab.

Characterisation of AuNPs/SARS-CoV-2Ab complex

Fig. 2 A showed the characteristic peak of AuNPs at 520 nm due to its surface plasmon resonance (SPR) properties whereas a red shift of 9 nm was observed at 529 nm when AuNPs were labelled with SARS-CoV-2Ab due to an increase in the size of the complex that confirmed the immobilization of SARS-CoV-2Ab on the surface of AuNPs via electrostatic interactions or physisorption mechanism. Three additional peaks were observed in FT-IR spectra after conjugation of SARS-CoV-2Ab with AuNPs at 1290 cm−1 (C–O stretching) and 2564 cm−1 (S–H bond) and a new peak at 2328 cm−1 (C–N bond) which confirmed binding of AuNPs with SARS-CoV-2Ab (Fig. 2 B). These additional peaks corresponding to C–O, S–H and C–N bonds cannot be observed in native polyclonal IgG antibody graphs [52] and hence proves the conjugation of SARS-CoV-2Ab onto the AuNPs. The change in hydrodynamic diameter was also observed from 21 nm (bare AuNPs) to 30 ± 5 nm (AuNPs/SARS-CoV-2Ab) which further confirmed the conjugation of AuNPs with SARS-CoV-2Ab (Fig. 2C) as the size of the complex increased and the single and sharp peak showed that the particles are monodispersed in the colloidal solution. In Fig. 2 D, zeta potential shifted from −42 mV (bare AuNPs) to −39 mV (AuNPs/SARS-CoV-2Ab) due to insulating effect of SARS-CoV-2Ab.
Fig. 2

Conjugation of SARS-CoV-2Ab on the surface of AuNPs. (A) The characteristic peak of bare AuNPs was observed at 520 nm due to SPR whereas the peak broadened and showed a red shift to 529 nm when AuNPs were labelled with SARS-CoV-2Ab. (B) In the FT-IR spectrum, three additional peaks were observed after conjugation of SARS-CoV-2Ab with AuNPs which included two small peaks at 1290 cm−1 (C–O stretching) and 2564 cm−1(S–H bond) and a medium peak at 2328 cm−1 (C–N bond). (C) Hydrodynamic diameter increased from 21 nm to 30 ± 5 nm in case of the AuNPs/SARS-CoV-2Ab conjugate. (D) Zeta potential shifted from −42 mV (bare AuNPs) to −39 mV (AuNPs/SARS-CoV-2Ab). (For interpretation of the references to colour in this figure legend, the reader is referred to the Web version of this article.)

Conjugation of SARS-CoV-2Ab on the surface of AuNPs. (A) The characteristic peak of bare AuNPs was observed at 520 nm due to SPR whereas the peak broadened and showed a red shift to 529 nm when AuNPs were labelled with SARS-CoV-2Ab. (B) In the FT-IR spectrum, three additional peaks were observed after conjugation of SARS-CoV-2Ab with AuNPs which included two small peaks at 1290 cm−1 (C–O stretching) and 2564 cm−1(S–H bond) and a medium peak at 2328 cm−1 (C–N bond). (C) Hydrodynamic diameter increased from 21 nm to 30 ± 5 nm in case of the AuNPs/SARS-CoV-2Ab conjugate. (D) Zeta potential shifted from −42 mV (bare AuNPs) to −39 mV (AuNPs/SARS-CoV-2Ab). (For interpretation of the references to colour in this figure legend, the reader is referred to the Web version of this article.)

Optimisation of fabricated FTO/AuNPs/SARS-CoV-2Ab based immunosensor

The electrochemical parameters were optimised for better performance of the electrode as shown in Fig. 3 . A huge spike in the current was observed in Fig. 3 A after immobilization of AuNPs onto bare FTO electrodes due to high conductivity of AuNPs that accelerates the electron transfer from the surface of electrode [29]. Addition of Ab onto the AuNPs led to a drop in the current which further decreased on addition of Ag due to the masking effect posed by proteins. The analytical performance of the modified FTO/AuNPs electrode was optimised where different concentrations of Ab (0.25–1.5 μg) were analysed with highest current observed at 1.0 μg (Fig. 3 B) as further increase in concentration of Ab would lead to masking of the conductive surface. CV spectra of different scan rates were recorded from 0.1 V/s to 0.01 V/s (Fig. 3C), which showed an increase in current output with increase in the scan rate. The calibration curve of the scan rate graph (Fig. 3 D) was plotted to give an r2 value of 0.9529. The maximum response time was seen at 10 s and beyond at which point all binding sites in SARS-CoV-2Ab were saturated with SARS-CoV-2 Ag (Fig. 3 E). The optimum pH required for maximum current signal at different pH range (6.0, 6.5, 7.0, 7.5, 8.0) was tested, with maximum signal obtained at pH 7.5 as well as 7.0 (Fig. 3 F). Therefore, buffer with pH 7.4 (PB) was used as the optimum pH for further detection experiments. The electrode performance was also recorded at different temperatures (4 °C, RT, 37 °C, 45 °C) (Fig. 3 G) with maximum current output seen at RT followed by at 37 °C as this is the ideal temperature for antigen-antibody action. Hence all further experiments were carried out at RT which is the ideal temperature for physiological samples.
Fig. 3

Optimisation of the fabricated FTO electrode in the scanning potential range of −1.4 V to 1.4 V (CV) and −0.0.5 to 1.0 (DPV): (A) CV spectra of bare FTO, FTO/AuNPs, FTO/AuNPs/SARS-CoV-2Ab, and FTO/AuNPs/SARS-CoV-2Ab/Ag; (B) DPV spectra of different concentrations of SARS-CoV-2Ab (0.25–1.5 μg) with highest current output at 1.0 μg SARS-CoV-2Ab; (C) CV of different scan rates ranging from 0.1 V/s to 0.01 V/s showed decrease in current output with decrease in scan rate; (D) Calibration curve of scan rate CV spectra; (E) DPV spectra of different response time (5 s–30 s) were superimposed with stable current output at 10 s and beyond; (F) CV at five different pH (6, 6.5, 7, 7.5, 8) where pH 7.5 inferred the highest current followed by pH 7; (G) DPV spectra at four different temperatures (4 °C, RT, 37 °C, 45 °C) showed maximum current output at RT followed by 37 °C.

Optimisation of the fabricated FTO electrode in the scanning potential range of −1.4 V to 1.4 V (CV) and −0.0.5 to 1.0 (DPV): (A) CV spectra of bare FTO, FTO/AuNPs, FTO/AuNPs/SARS-CoV-2Ab, and FTO/AuNPs/SARS-CoV-2Ab/Ag; (B) DPV spectra of different concentrations of SARS-CoV-2Ab (0.25–1.5 μg) with highest current output at 1.0 μg SARS-CoV-2Ab; (C) CV of different scan rates ranging from 0.1 V/s to 0.01 V/s showed decrease in current output with decrease in scan rate; (D) Calibration curve of scan rate CV spectra; (E) DPV spectra of different response time (5 s–30 s) were superimposed with stable current output at 10 s and beyond; (F) CV at five different pH (6, 6.5, 7, 7.5, 8) where pH 7.5 inferred the highest current followed by pH 7; (G) DPV spectra at four different temperatures (4 °C, RT, 37 °C, 45 °C) showed maximum current output at RT followed by 37 °C.

Analytical performance of the fabricated FTO/AuNPs/Ab electrode

Both DPV and CV were used for the determination of SARS-CoV-2 spike S1 Ag concentration as shown in Fig. 4 A and C. With increasing SARS-CoV-2 spike S1 Ag concentration, the current kept decreasing due to the masking effect of addition of protein. The linear regression equation for DPV is explained in (Fig. 4 B): the intercept and slope are 0.3126 ± 0.01419 and −0.06308 ± 0.002659 respectively with r2 = 0.9526. Similarly, the linear regression equation for CV is explained in (Fig. 4 D): the intercept and slope are 0.6019 ± 0.01094 and −0.05458 ± 0.002050 respectively with r2 = 0.9620. Different concentrations of SARS-CoV-2 Ag ranging from 1 fM to 1 μM (standard buffer 1 X PB pH 7.4) were tested on the FTO/AuNPs/SARS-CoV-2Ab modified electrodes and the standard calibration curve was plotted based on DPV (Fig. 4 B) which gave the LOD as 0.63 fM for SARS-CoV-2 Ag using formula 3(Sy/S), where Sy corresponds to the standard deviation of the response and S corresponds to the slope of the calibration curve. Since the developed immunosensor can detect the Ag at femtomolar levels, it is highly sensitive as compared to other diagnostic techniques available for SARS-CoV-2 (Table 1 ), which gives it an advantage in case of low titre levels of the virus. Similarly, the standard calibration curve was plotted based on CV as well (Fig. 4 D).
Fig. 4

DPV and CV of different concentrations of SARS-CoV-2 Ag on the fabricated FTO/AuNPs/SARS-CoV-2Ab electrode in the scanning potential range of −1.4 V to 1.4 V and −0.5 V–1.0 V respectively: (A) DPV at different concentrations of SARS-CoV-2 Ag (1 μM, 100 nM, 10 nM, 1 nM, 100 pM, 10 pM, 1 pM, 100 fM, 10 fM, 1 fM); (B) Standard calibration curve between log of the various concentrations of SARS-CoV-2 Ag; (C) CV at different concentrations of SARS-CoV-2 Ag (1 μM, 100 nM, 10 nM, 1 nM, 100 pM, 10 pM, 1 pM, 100 fM, 10 fM, 1 fM); (D) Standard calibration curve between log of the various concentrations of SARS-CoV-2 Ag.

Table 1

Currently available diagnostic techniques for detection of SARS-CoV-2.

Type of TestInstituteLimit of DetectionReference
Virus blood culture and high-throughput sequencing of the whole genomeWuhan Institute of VirologyNot Available[53]
Real time RT-PCRCharité – Universitätsmedizin Berlin Institute of Virology3.9 copies per reaction for the Ea gene assay[13]
3.6 copies per reaction for the RdRpb assay
High Resolution CT (HRCT)Huazhong University of Science and TechnologyNot Available[54]
Mass Spectrometric IdentificationMartin Luther University10e−10f genome equivalents/μL[55]
All-in-One Dual (DNA and RNA) CRISPRc-Cas12a (AIOD-CRISPR) AssayUniversity of Connecticut Health Center1.2 copies DNA targets and 4.6 copies RNA targets[23]
CRISPR-Cas 12 (CRISPR associated 12) portable assayCASPR Biotech10c copies/mL[56]
CRISPR-Cas 12 based LFAdUniversity of California, Mammoth Biosciences10 copies/μL[57]
CRISPR Cas12a/gRNA complex fluorescent probe assayTulane University School of Medicine2 copies/mL[58]
Rapid IgM-IgG combined Ab test kitGuangzhou Medical UniversityNot Available[22]
Closed tube one stage LAMPeUniversity of PennsylvaniaNot Available[59]
Closed tube two stage isothermal amplification RAMPf assayUniversity of PennsylvaniaNot Available[59]
RNA based paper LFA PoC diagnostic device using LAMP assayNational Tsing Hua UniversityNot Available[24]
RT-LAMP colorimetric assayUniversity of Oxford80 copies viral RNA/mL[60]
RT-LAMP assayNational University College of Medicine and Medical Research Institute, Cheongju10b RNA copies[61]
Colorimetric LAMP assayWashington University∼10b viral genome/reaction[62]
ELISAg and gold immunochromatographic assay (GICA) for combined IgG-IgMWuhan UniversityNot Available[18]
Field Effect Transistor- based electrochemical biosensorKorea Basic Science Institute1.6 × 101 pfu/mL (culture medium)[20]
2.42 × 102 copies/mL (clinical samples)
Dual Functional Plasmonic Photothermal BiosensorInstitute of Environmental Engineering, ETH Zürich0.22 pM[63]
Portable Surface Plasmon Resonance SensingUniversité de Montréal∼1 μg/mL[64]
Gold nanoparticle based colorimetric assayUniversity of Maryland0.18 ng/μL[65]
Potentiostat based FTO immunosensorNational Institute of Animal Biotechnology0.63 fM (buffer)Current research work
120 fM (saliva)

Envelope.

RNA-dependant RNA polymerase.

Clusters of Regularly Interspaced Short Palindromic Repeats.

Lateral flow assay.

Loop-mediated isothermal amplification.

Rapid analyte measurement platform.

Enzyme-linked immunosorbent assay.

DPV and CV of different concentrations of SARS-CoV-2 Ag on the fabricated FTO/AuNPs/SARS-CoV-2Ab electrode in the scanning potential range of −1.4 V to 1.4 V and −0.5 V–1.0 V respectively: (A) DPV at different concentrations of SARS-CoV-2 Ag (1 μM, 100 nM, 10 nM, 1 nM, 100 pM, 10 pM, 1 pM, 100 fM, 10 fM, 1 fM); (B) Standard calibration curve between log of the various concentrations of SARS-CoV-2 Ag; (C) CV at different concentrations of SARS-CoV-2 Ag (1 μM, 100 nM, 10 nM, 1 nM, 100 pM, 10 pM, 1 pM, 100 fM, 10 fM, 1 fM); (D) Standard calibration curve between log of the various concentrations of SARS-CoV-2 Ag. Currently available diagnostic techniques for detection of SARS-CoV-2. Envelope. RNA-dependant RNA polymerase. Clusters of Regularly Interspaced Short Palindromic Repeats. Lateral flow assay. Loop-mediated isothermal amplification. Rapid analyte measurement platform. Enzyme-linked immunosorbent assay. Cross reactivity studies were done to test non-specific binding of other viral Ag as shown in Fig. 5 A that showed decrease in peak current with SARS-CoV-2 Ag whereas no change in peak current was observed with Middle East Respiratory Syndrome (MERS), Avian Influenza Virus (AIV), and Human Immunodeficiency Virus (HIV) similar to the blank FTO/AuNPs/SARS-CoV-2Ab electrode peak current when all Ag concentrations were kept constant at 1 μM. This showed the high specificity of the SARS-CoV-2Ab towards SARS-CoV-2 Ag and in turn the sensor. Furthermore, repeatability and stability parameters were also evaluated for FTO/AuNPs/SARS-CoV-2Ab fabricated electrode. In this case, multiple readings of saliva samples spiked with SARS-CoV-2 Ag were taken on a single modified electrode (Fig. 5 B). The results indicated that each individual electrode could be used up to 3–4 times without major changes in the peak current and could detect up to 120 fM (LOD in spiked saliva sample). After the 5th time, most of the immobilised Ab on the surface of the FTO may have been removed due to multiple washing rounds and hence the drop is current was observed. The stability of the FTO/AuNPs/SARS-CoV-2Ab fabricated electrode was observed at 7th, 14th, 21st and 28th day of its fabrication and stored at 4 °C. In Fig. 5C, the modified electrode provided stable readings over a period of three weeks i.e. 21 days and only a slight dip in signal was seen after the 4th week i.e. 28 days which proved the electrode could be stored at 4 °C up to 28 days and used for testing samples in a laboratory set up for up to 4 weeks without any compromise in results as the activity of the immobilised Ab on the FTO surface remained the same when stored at 4 °C.
Fig. 5

Specificity, repeatability and stability testing of fabricated FTO/AuNPs/SARS-CoV-2Ab electrode in the scanning potential range of −1.4 V to 1.4 V and −0.5 V–1.0 V respectively: (A) Cross reactivity studies with MERS, AIV, and HIV Ag; (B) Repeatability of individual fabricated FTO/AuNPs/SARS-CoV-2Ab electrodes tested multiple times on saliva samples spiked with 120 fM concentration of SARS-CoV-2 Ag; (C) Stability of fabricated electrode tested over a period of 4 weeks at 7 day time intervals.

Specificity, repeatability and stability testing of fabricated FTO/AuNPs/SARS-CoV-2Ab electrode in the scanning potential range of −1.4 V to 1.4 V and −0.5 V–1.0 V respectively: (A) Cross reactivity studies with MERS, AIV, and HIV Ag; (B) Repeatability of individual fabricated FTO/AuNPs/SARS-CoV-2Ab electrodes tested multiple times on saliva samples spiked with 120 fM concentration of SARS-CoV-2 Ag; (C) Stability of fabricated electrode tested over a period of 4 weeks at 7 day time intervals.

Conclusion

In this proposed work, we have successfully developed FTO/AuNPs/SARS-CoV-2Ab modified electrode for the rapid detection of SARS-CoV-2 spike S1 protein with LOD of 0.63 fM in standard buffer and 120 fM in spiked saliva samples. The fabricated electrode showed no cross reactivity with other viral Ag, provide a rapid response in 10 s, with a storage shelf life for up to 4 weeks. The fabricated electrode can further be potentially used directly on clinical patient saliva samples for non-invasive SARS-CoV-2 diagnostics. The only drawback of this sensor is the requirement of a potentiostat for reading the electrode which may require a lab set up and a technician. However, it is easy to fabricate and does not require as much time as the gold standard RT-PCR technique and with the current rise in cases, time taken to get a result is crucial. The developed biosensor can detect even trace amounts of spike S1 protein in spiked saliva at femtomolar levels. Moreover, since the bioreceptor component of the electrode, SARS-CoV-2 spike S1 Ab, was produced in-house, the overall cost of the electrode fabrication was reduced substantially making it a cheaper alternative. The electrode also shows great future research potential for miniaturisation as well as detection of various other diseases since the sensor can easily be customised by immobilising any bioreceptor onto the AuNPs, specific to a particular target analyte.

Author contribution statement

Sonu Gandhi: Conceptualization, Supervision, Visualization, Writing– review, Funding acquisition, Project administration. Akanksha Roberts: Writing original draft, review and editing, Experimentation, Investigation, Analysis. Subhasis Mahari: Experimentation, Investigation, Analysis, Writing original draft, review and editing. Deepshikha Shahdeo: Writing, Experimentation, Investigation, Analysis, Writing original draft, review and editing.

Animal ethics approval

All animal related experiments were conducted at Small Animal Facility, National Institute of Animal Biotechnology, Hyderabad after due approval from the Institutional Animal Ethics Committee (IAEC) with approval number IAEC/2020/NIAB/04/SG.

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
  45 in total

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Authors:  J N Tey; S Gandhi; I P M Wijaya; Al Palaniappan; J Wei; I Rodriguez; C R Suri; S G Mhaisalkar
Journal:  Small       Date:  2010-05-07       Impact factor: 13.281

2.  Graphene nanosheets as an electric mediator for ultrafast sensing of urokinase plasminogen activator receptor-A biomarker of cancer.

Authors:  Akanksha Roberts; Prem Prakash Tripathi; Sonu Gandhi
Journal:  Biosens Bioelectron       Date:  2019-05-31       Impact factor: 10.618

3.  A smart nanosensor for the detection of human immunodeficiency virus and associated cardiovascular and arthritis diseases using functionalized graphene-based transistors.

Authors:  Saurav Islam; Shruti Shukla; Vivek K Bajpai; Young-Kyu Han; Yun Suk Huh; Ashok Kumar; Arindam Ghosh; Sonu Gandhi
Journal:  Biosens Bioelectron       Date:  2018-12-07       Impact factor: 10.618

4.  Ultrasensitive electrochemical immuno-sensing platform based on gold nanoparticles triggering chlorpyrifos detection in fruits and vegetables.

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5.  Detection of Cancer-Specific Proteases Using Magnetic Relaxation of Peptide-Conjugated Nanoparticles in Biological Environment.

Authors:  Sonu Gandhi; Hamed Arami; Kannan M Krishnan
Journal:  Nano Lett       Date:  2016-05-26       Impact factor: 11.189

6.  Correlation of Chest CT and RT-PCR Testing for Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases.

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7.  Graphene functionalized field-effect transistors for ultrasensitive detection of Japanese encephalitis and Avian influenza virus.

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8.  Development and clinical application of a rapid IgM-IgG combined antibody test for SARS-CoV-2 infection diagnosis.

Authors:  Zhengtu Li; Yongxiang Yi; Xiaomei Luo; Nian Xiong; Yang Liu; Shaoqiang Li; Ruilin Sun; Yanqun Wang; Bicheng Hu; Wei Chen; Yongchen Zhang; Jing Wang; Baofu Huang; Ye Lin; Jiasheng Yang; Wensheng Cai; Xuefeng Wang; Jing Cheng; Zhiqiang Chen; Kangjun Sun; Weimin Pan; Zhifei Zhan; Liyan Chen; Feng Ye
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9.  Chemiluminescence based immunoassay for the detection of heroin and its metabolites.

Authors:  Smritee Singh; Priya Mishra; Ivneet Banga; Avanish S Parmar; Prem Prakash Tripathi; Sonu Gandhi
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Review 1.  Recent Advances in Electrochemical Biosensors for the Detection of Salmonellosis: Current Prospective and Challenges.

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2.  An electrochemical membrane-based aptasensor for detection of severe acute respiratory syndrome coronavirus-2 receptor-binding domain.

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3.  Label free detection of SARS CoV-2 Receptor Binding Domain (RBD) protein by fabrication of gold nanorods deposited on electrochemical immunosensor (GDEI).

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5.  Electrochemical Detection of Alzheimer's Disease Biomarker, β-Secretase Enzyme (BACE1), With One-Step Synthesized Reduced Graphene Oxide.

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Journal:  Front Bioeng Biotechnol       Date:  2022-03-24

6.  Regenerable and high-throughput surface plasmon resonance assay for rapid screening of anti-SARS-CoV-2 antibody in serum samples.

Authors:  Meng Jiang; Tianbao Dong; Chaowei Han; Luyao Liu; Tiantian Zhang; Qing Kang; Pengcheng Wang; Feimeng Zhou
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