Abstract
Electrochemical immunosensors have attracted immense attention due to the ease of mass electrode production and the high compatibility of the miniature electric reader, which is beneficial for developing point-of-care diagnostic devices. Electrochemical immunosensors can be divided into label-free and label-based sensing strategies equipped with potentiometric, amperometric, voltammetric, or impedimetric detectors. Emerging nanomaterials are frequently used on electrochemical immunosensors as a highly rough and conductive interface of the electrodes or on nanocarriers of immobilizing capture antibodies, electroactive mediators, or catalyzers. Adopting nanomaterials can increase immunosensor characteristics with lower detection limits and better sensitivity. Recent research has shown innovative immobilization procedures of nanomaterials which meet the requirements of different electrochemical immunosensors. This review discusses the past five years of advances in nanomaterials (metal nanoparticles, metal nanostructures, carbon nanotubes, and graphene) integrated into the electrochemical immunosensor. Furthermore, the new tendency and endeavors of nanomaterial-based electrochemical immunosensors are discussed.
Keywords: affinity reaction, immunosensors, nanomaterials, electrochemistry
1. Introduction
Biosensors, consisting of a biomolecular recognition part and a transducer part, can selectively and sensitively quantify the concentration of a target analyte in complicated samples. The recognition part can be classified into catalytic elements, such as enzymes and whole cells, and affinity elements, such as antibodies, recombinant proteins, and synthetic recognition molecules, including peptides, oligonucleotides, peptide nucleic acids, aptamers, G-quadruplexes, molecularly imprinted polymers, etc. [1]. Immunosensors using antibodies as biorecognition elements have become the most widely used analytical device and testing strip for the requirement of clinic diagnostics, drug residue, microbial contamination in foods, and environmental toxin monitoring. Unlike the request of substrate addition for enzymatic catalysis, the antibody–antigen immunoreaction can directly produce the effect of physical signals (charges, weight, impedance, or optical absorbance) on a transducer. Moreover, the immunosensors generally have a superior specific reaction and a lower dissociation constant to analytes than aptasensors. Electrochemical transducers have attracted huge attention in constructing immunosensors due to the advantages of inexpensive cost, good compatibility with miniature and portable electrical readers, and ease of large-scale electrode production. Electrochemical immunosensors provide good selectivity and sensitivity when using a variety of signal probes, including enzymes, redox mediators, and nanomaterials, for amplifying immunoreaction results. Multiple electrochemical methodologies, including potentiometry, cyclic voltammetry (CV), differential pulse voltammetry (DPV), square wave voltammetry (SWV), anodic stripping voltammetry (ASV), and electrochemical impedance spectroscopy (EIS), are frequently used to quantify the immunoreaction results. Many reviewing works have elucidated the advanced development of electrochemical immunosensors in the detection issues of tumor markers [2], cancer biomarkers [3,4,5], cytokine tumor necrosis factor [6], microbial pathogens (bacteria and viruses) [7,8,9], anti-inflammatory drugs [10], pesticides and herbicides [11], antibiotics [12], and aflatoxin [13]. These biomarkers, inflammation factors, drug residues, and pathogens are required to be detected at an ultralow concentration (<ng/mL) in practical use, implying requirement of ultrasensitive immunosensors. Therefore, improving the sensing properties and lowering the detection limit becomes essential for immunosensor construction.
In the past twenty years, nanoscale materials have had exponential growth. The nanomaterial adoption has also affected the development of electrochemical immunosensors. Scheme 1 shows the comparisons and features before and after merging nanomaterials in electrochemical immunosensors. The goals of applying nanomaterials in electrochemical immunosensors can be considered from two aspects. One is the promotion of the electron-transfer rate, which can increase the electrocatalytic ability of electrodes for electroactive probes and reduce the impedance of the electrode/electrolyte interface to amplify the redox current. The other is to supply a high surface-to-volume ratio, which can increase the number of biorecognition molecules immobilized on electrode surfaces and the number of labels adsorbing on nanomaterials, resulting in the amplification of immunological interaction. Generally, the nanomaterial-modified electrodes and nanomaterial-conjugated labels can improve the sensing characteristics to obtain more sensitive immunosensors.
The operational strategies of electrochemical immunosensors can be divided into label-free and label types. In a label-free format, the analyte (antigen) concentration is directly quantified after forming antigen-antibody complexes, which can hinder the electron-transfer rate and diffusive flux of mediators in the electrode/electrolyte interface to obtain a decreasing current detected by CV, DPV, or SWV and an increasing impedance measured by EIS. Therefore, label-free immunosensors are vital to require high conductivity and large surface-to-volume ratio nanomaterials to provide a higher initial current for subsequent current decrement. In contrast, label-type immunosensors, such as sandwich immunoreaction, adopt nanomaterial-labeled detection antibody (DAb) and capture antibody (CAb) immobilized on an electrode surface to increase the selectivity and sensitivity. The nanomaterial-conjugated DAb can bind to the antigen caught by the CAb of the electrode surface. The DAb-conjugated nanomaterials can act like a nanocarrier, which may have modification of the electroactive mediators and catalyzers, to promote the redox efficiency of mediators or the catalytical capacity of substrates for electrochemical response amplification.
This review summarizes a variety of nanomaterial-based electrochemical immunosensors reported in recent articles over the last five years [14,15,16,17]. Importantly, we discuss the effect and usage of nanomaterials (such as gold nanoparticles (AuNPs), gold nanostructures (AuNSs), carbon nanotubes (CNTs), graphene (GR), graphene oxide (GO), reduced graphene oxide (RGO), dendrimers, quantum dot (QD), silver nanoparticles (AgNPs), and their nanocomposites) on electrochemical immunosensors. As shown in Figure 1, the scheme shows the significant issues of fabricating an ultrasensitive electrochemical immunosensor, including the types of used nanomaterials, operational strategies of immunoassay, adequate electrochemical methods, and sensor applications.
2. Immunoreacting Strategies and Electrochemical Detection
In addition to adopting nanomaterials to promote the sensing results, the adequate combination of immunoreacting strategies and electrochemical detection techniques can obtain more straightforward immunoreacting procedures, shorter response time, fewer reagents, more significant signals, and superior selectivity. The detecting techniques can be classified as label-free and label-based methods. The label-free detection is suitable for directly quantifying the results of one-step antigen-CAb immunoreaction. The required electrochemical techniques have potentiometric, DPV, SWV, and EIS, frequently reported in previous studies. The label-based methods are suitable for the sandwich and competitive immunoreaction by using the catalyzer-labeled DAb or DAb-conjugated nanomaterials to report the antigen-CAb immunoreaction. Amperometry, DPV, SWV, and ASV are the main electrochemical techniques for this method.
2.1. Label-Free Electrochemical Immunosensor
In label-free immunoassay, the electrochemical detector can directly quantify the bound antigen number by measuring the change on the surface potential, redox current of mediators, or the electron-transfer rate of mediators after immunoreacting concentration-varied antigens. Different electrochemical or electric detectors can sense the change in the electrochemical properties of the electrode/electrolyte interface.
2.1.1. Potentiometry-Based Immunosensors
The bound antigens may cause a potential shift of the electrode surface, increase the thickness of the biorecognition layer, and produce steric hindrance to ionic flux from the bulk electrolyte to the ion-selective membrane. Potentiometry and field-effect transistor (FET) techniques are sensitive to the potential change of the electrode surface. The potential shift results from the charged functionality accumulation, such as NH2+, NH3+, COO−, PO43−, of analytes on the electrode/electrolyte interface or the blocking effect of antigen–antibody immunoreaction on the ionic flux. The electronic detecting mechanism and electrode fabrication of immune FET devices can be referred to in these review works [18,19,20]. In principle, silicon-based nanowires, CNT, 2D nanomaterials (GR, MoS2), and conductive polymer can be used as the gate electrode for antibody immobilization. After immunoreaction, the drain current is related to the change in the gate potential. It is worth noting that the extended gate organic electrochemical transistors, using a conductive polymer as the hole or electron channel, have great potential for developing flexible and wearable biosensors [21].
In contrast, potentiometry presents an intuitive detection to monitor the equilibrium potential of the working electrode versus a reference electrode with a high input impedance voltammeter and a concentration difference between the inner and outer of the ion-selective membrane. Silva et al. [22] fabricated a disposable paper-based potentiometric immunosensor for label-free detection of Salmonella typhimurium. The potential shift of poly(3,4-ethylene dioxythiophene): polystyrene sulfonate (PEDOT: PSS)-coated paper is derived from the blocking effect of the ionic flux caused by Salmonella-antibody conjugation. Similarly, Silva deposited AuNPs on an ion-selective membrane for anti-Salmonella immobilization. The potential shift was attributed to the blocking effect of the antigen-antibody conjugation in the ionic flux [23]. Generally, the real-time potential drift can be instantly measured by potentiometry, as shown in Figure 2.
2.1.2. Voltammetry-Based Immunosensors
Voltametric techniques, including CV, normal pulse voltammetry, DPV, SWV, AC voltammetry, and ASV, control the potential between a working electrode and a reference electrode to measure the redox current. Among these techniques, CV, DPV, and SWV are frequently applied in electrochemical sensors [24] and label-free affinity biosensors. The addition of mediators, such as negatively charged [Fe(CN)6]3−/4− [25] or positively charged [Ru(NH3)6]3+ [26] in the electrolyte, are vital for label-free detection [27], as shown in Figure 3a. Furthermore, the mediators, such as methylene blue [28], Prussian blue [29,30], thionine (Thi) [31,32], or ferrocene [33], can also be co-immobilized in the nanomaterial-based modification layer of electrodes to probe the change in the interfacial impedance of the electrodes (Figure 3b). For example, Farzin et al. [32] grafted Thi and anti-prostate-specific antigen (PSA) CAb on the histamine-GO/multiwalled CNT (MWCNT)/glassy carbon electrode (GCE) as a mediator to probe the immunoreaction of prostate-specific antigen (PSA) directly. The reductive peak current of Thi measured by DPV was inversely proportional to the PSA concentration. The electroactive mediators immobilized on an electrode surface could not only supply a native redox signal but also amplify the redox current of [Fe(CN)6]3−/4−. Dong et al. [29] electrodeposited Prussian blue and the anti-organophosphorus pesticides CAb-adsorbed AuNPs on screen-printed carbon electrodes (SPCEs) to increase the surface conductivity of the immunosensor, which is beneficial for obtaining a sensitive DPV peak current of [Fe(CN)6]3−/4−. Furthermore, different mediators can be co-immobilized on electrode surfaces to produce a synergistic effect. Zhao et al. [30] deposited AuNPs–Prussian blue composites and Thi on a GCE to construct a sensitive capsaicinoids immunosensor with a limit of detection (LOD) of 0.01 ng/mL. The Thi/Prussian blue–AuNPs/GCE could produce a larger DPV peak current of [Fe(CN)6]3−/4− than the Prussian blue–AuNPs/GCE and the TH/GCE.
The antigen–antibody conjugation could increase steric hindrance and electrostatic influence of the biorecognition layer, which decreases the electron-transfer rate and diffusive flux of the mediators. The mediator response to the interfacial change of affinity biosensors can be measured by voltammetry. However, the CV signal involves capacitive and Faradaic currents, which lower the signal-to-noise ratio. In contrast, DPV can reduce the effect of non-Faradaic current and diffusion-controlled behavior on the measured current to obtain a peaked shape output, as shown in Figure 3c. In a reversible system, the peak potential of DPV is close to the formal potential. After the affinity reaction, the peak current height decreased with increasing concentration of the nonconductive antigen. Lan et al. [25] placed platinum nanoparticle (PtNP)-decorated RGO@polystrene nanospheres on a glassy carbon electrode (GCE) for anti-carcinoembryonic antigen (CEA) immobilization. DPV was used for the label-free detection with an inverse correlation between the peak current of [Fe(CN)6]3−/4− and the CEA concentration. Verma et al. [34] developed a label-free immunosensor for detecting the oral cancer biomarker IL8 by utilizing AuNP-RGO-modified indium tin oxide (ITO) electrodes. CV and EIS were used to realize the effect of nanomaterial modification on the electrochemical properties of electrodes during preparation. DPV was used to obtain the relation between the peak current of [Fe(CN)6]3−/4− and the IL8 concentration. Presently, DPV is the most prevailing voltammetry for the detection of electrochemical affinity biosensors.
SWV is reverse pulse voltammetry, which obtains the current difference between the forward and reverse sampling current during the staircase potential shift. For a reversible reaction, SWV is more sensitive than DPV because the reverse pulses near the formal potential can produce a reducer to increase the anodic current, which enlarges the current difference. SWV has a similar waveform to that of DPV (as shown in Figure 3c). Moreover, SWV is more compatible with mediator-immobilized detection (Figure 3b) than mediator-suspended detection (Figure 3a) in label-free immunosensors because the antibody immobilization and the surface blocking would increase the interfacial impedance. The phenomenon may cause a considerable over-potential to the redox reaction of suspension-type mediators, reducing the contribution of reverse current to the current difference of SWV. Zheng and Ma immobilized methylene blue on an alginate calcification layer and then deposited AuNPs-RGO, peptide, and albumin-Pd-polydopamine (PDA) nanocomposite for the label-free detection of metalloproteinase-7. The SWV peak current of methylene blue was sensitive to the modification procedures and metalloproteinase-7 concentrations [35]. Moreover, Li et al. [5] reviewed the development of electroactive species-based immunosensors, which is interesting for further study.
2.1.3. EIS-Based Immunosensors
EIS is another prevalent electrochemical technique for label-free detection of affinity-based biosensors. It can examine sensitively the slight change in the electrochemical properties of the electrode/electrolyte interface, including the electron-transfer kinetics and the diffusive flux. The EIS operation is to superimpose a frequency-varied AC voltage, typically 5 or 10 mV, on the equilibrium potential of a redox couple, commonly using equimolar [Fe(CN)6]3−/4−, as shown in Figure 4a. The EIS data can be plotted in a Bode plot, the magnitude (|Z|) and phase (θ) of impedance versus frequencies, or a Nyquist plot, the imaginary part (Z”) to the real part (Z’) of the impedance [36]. Figure 4b, (the without-analyte curve), shows a typical Nyquist plot obtained from EIS measurement at a bare electrode or a modification-loose immunosensor. The semicircle and linear regions of the Nyquist plot are associated with the electron-transfer kinetics measured at high frequencies and the diffusion behavior obtained at low frequencies, respectively. The semicircle radius approximates half of the electron-transfer resistance (Ret). The Randles equivalent circuit, consisting of four elements—the solution resistance (Rs), the diffusion-related Warburg impedance (Zw), the pure capacitance of the electrical double layer (Cdl), and Ret, shown in Figure 4c—is used to explain the electrochemical properties of electrode/electrolyte interface.
Furthermore, after reacting analytes on a dense modification immunosensor, the steric hindrance and the electrostatic repulsion of the modification layer to the negatively charged mediator, [Fe(CN)6]3−/4−, can cause a high impedance with a slow electron-transfer rate and little diffusive behavior. The Nyquist plot only presents a semicircle (the with-analyte curve of Figure 4b). The Zw can be eliminated from the Randles circuit. Moreover, due to the complex biorecognition layer, the constant phase element (CPE) was used to replace the Cdl to elucidate the inhomogeneity of the electrode surface. The impedance of the CPE can be presented by ZCPE(ω) = Z0 (jω)−α, where Z0 is a constant, j is an imaginary number, ω is the angular frequency, and 0 < α < 1. When α is closer to 1, the CPE becomes more capacitive. A simplified parallel equivalent circuit with Ret and CPE, called 1R//C, as shown in Figure 4d, is used to represent the interfacial impedance. Empirically, the change in Ret value is more sensitive than the CPE value in the Faradic impedance measurement.
Several strategies, such as nanocomposite deposition [37], the linker layer of low surface impedance [38], antibody-oriented immobilization [39,40], and convective transportation of analytes [41], have been reported to increase the sensing properties of EIS-based immunosensors. The nano-structured or nanomaterial-deposited surface can increase the electrode area to immobilize more antibodies. Ganganboina et al. [37] cast GR quantum dots@Au-polyaniline nanowires on a Pt electrode for impedimetric detection of CEA with a limit of detection (LOD) of 0.01 ng/mL. The types and deposition methods of nanomaterials used for electrochemical immunosensors are explored in Section 3 in detail, Nanomaterials for Electrode Modification.
2.2. Label-Based Electrochemical Immunosensor
Label-based immunosensors can be achieved by sandwich immunoreaction or competitive immunoreaction. The enzyme- or redox species-labeled DAbs report the antigen–CAb conjugation. Horseradish peroxidase (HRP) [42], glucose oxidase (GOD) [43,44], or alkaline phosphatase (ALP) [45], are conjugated to DAb to catalyze the corresponding substrates, and then the products are frequently detected by amperometry or voltammetry, as shown in Figure 5a. Otherwise, redox-labeled (such as ferrocene and methylene blue) DAb can be directly detected to quantify the antigen–CAb immunoreaction without adding external mediators or substrates in the electrolytes [46]. The detecting procedures are more straightforward and faster than the enzyme-labeled DAb.
The other labeled-based strategies are to use magnetic beads (MBs), metal NPs, GR, CNTs, or dendrimers as carriers for the simultaneous immobilization of DAb and electroactive species (such as enzymes, redox species, and soluble metals). After conjugating the antigen via the DAb, the carrier complex presents a synergistic effect to amplify the electrochemical signals, as shown in Figure 5b. Amperometry, voltammetry, or EIS are used to quantify the sandwich immunoreaction. Sadassivam et al. [47] adopted MBs as a carrier for immobilizing anti-carbohydrate antigen (CA125) CAb and HRP. After immunoreacting CA125 with the CAb-HRP@MBs, the collected complex of CA125/CAb-HRP@MBs was reacted with the aptasensors. Amperometry, CV, and EIS were used to quantify the CA125 concentration. Furthermore, electroactive metal NPs (Ag, Cu, Ce, and Pt) can be used as catalyzers to amplify the immunoreaction signal selectively, as shown in the left part of Figure 5b. Chen et al. [48] synthesized Ag@CeO2-Au nanocomposites as a carrier for DAb co-immobilization to perform sandwich immunoreaction on an anti-CEA-modified immunosensor. The cerium (III) and silver (I) autocatalytic reactions supplied a potential-selective signal to quantify the DAb-CEA-CAb immunoreaction.
Using soluble NP labels is a fascinating strategy with the native redox signal of soluble NPs as a probe for immunoreaction quantification, as shown in the right part of Figure 5b. For example, Liao et al. [49] synthesized RGO/Co3O4-Ag@PDA for immobilizing anti-CEA DAb, which immunoreacted with the CAb/AuNP/GCEs. The AgNPs are oxidized to Ag+ in positive potential scanning, and then Ag+ and Cl− are combined to form an insoluble AgCl salt to adhere to the electrode surface. Subsequently, AgCl is reduced to AgNPs and Cl− in the reverse potential scan, as shown in Figure 6a. The redox behavior of AgNPs immobilized on the nanocarrier can be a signal to probe the magnitude of sandwich immunoreaction.
Moreover, H2O2 addition can promote AgNP oxidation to obtain an increased reduction peak current, as shown in Figure 6b. The label-based nanocomposite types and their applications in electrochemical immunosensors are comprehensively discussed in Section 4, Nanomaterials Used as Labels.
3. Nanomaterials for Electrode Modification
Many nanomaterials, such as AuNPs and nanostructures (NSs), CNTs, GR, dendrimers, and their nanocomposites, have been applied in immunosensor fabrication. The conductive metal NPs, NSs, and CNTs can effectively increase the conductivity and roughness of the electrode surface. Dendrimers can form a 3D structure and have massive functionalities for antibody immobilization, promoting the number of bound antibodies [50]. Nanomaterial-modified electrodes are beneficial for developing label-free and label-based immunosensors. This section focuses on the fabrication and sensing properties of AuNPs/AuNSs, CNTs, and GR-modified immunosensors.
3.1. Using AuNPs/AuNSs
AuNPs have been extensively used in electroanalytical chemistry and immunoassay because of their high surface-to-volume ratio, fast electron-transfer capabilities, and good biocompatibility. The surface of bare AuNPs is feasible for direct antibody adsorption. For example, Zhao et al. [51] used chemical vapor deposition to deposit GR on a monolithic 3D Ni foam and then directly deposited AuNPs on the GR/Ni foam via electroless deposition in an HAuCl4 solution through Au3+ reduction and Ni oxidation. The AuNPs/GR/Ni foam can adsorb antibodies as an electrochemical immunosensor. Yun et al. [52] also used electroless plating to form an AuNS layer on a pattered gold thin-film electrode for immobilizing protein A, which can adsorb the Fc portion of CAb. After performing sandwich immunoreaction with HRP-conjugated DAb, the immunosensors presented an LOD of 0.63 ng/mL in prohibitin 2 (PHB2)-spiked white blood cell lysates.
Furthermore, electrodeposition is an effective method for placing AuNPs and AuNSs on a conductive substrate. Beitollahi et al. [42] deposited AuNPs on an ionic liquid and graphite-mixed electrode for anti-prolactin CAb immobilization. Anti-prolactin DAb labeled with HRP was used to form sandwich immunoreaction for amperometric detection of human prolactin. The AuNPs were used to promote conductivity and surface area of electrodes for the thiolated linker binding, which can covalently bind CAb. In our previous works [38,53], the AuNS was formed on pre-oxidized screen-printed carbon electrodes (SPCEs) to increase the SPCEs roughness via two-step electrodeposition. The high rough AuNS/SPCEs-based immunosensors presented a greater sensitivity and a much lower LOD (4 fg/mL) than that (3 pg/mL) obtained at a planar Au disk electrode-based salbutamol immunosensor. The results indicate that AuNS deposition effectively increases the electrode roughness to lower the LOD significantly. Another strategy for immobilizing AuNPs on electrode surfaces is to adopt Au–S covalent bond and electrostatic adsorption. Specific thiolated groups (–SH) and positively charged groups of self-assembled monolayers (SAMs), polymers, and dendrimers are used for AuNP immobilization [54]. It is worth noting that SAM modification presents a simple way to immobilize AuNPs. Table 1 lists the sensing results of AuNPs or AuNS-based immunosensors, which showed ultralow LOD for different targets.
To further increase the number of AuNPs bound on the electrode surface, layer-by-layer assembled dendrimers are effective strategies for AuNP immobilization [55,56]. Amine-terminated polyamidoamine dendrimers have many functional groups at the periphery, encapsulating AuNPs in the dendrimers to the electrode surface [55]. Losada et al. [56] prepared AuNPs on ferrocenyl-dendrimer film on a GCE, which can directly oxidize NO2− to NO2 for electrochemical determination of nitrite. We expect the mediator-AuNPs-dendrimer to be used as a nanocarrier for DAb immobilization to enlarge the antigen-CAb binding signal without adding an external mediator after sandwich immunoreaction.
Furthermore, electrodes modified with 3D nanostructures can provide an ultrahigh rough surface for biomolecule immobilization. Several methods of arranging 3D nanostructures on electrode surfaces have been applied to immunosensors [57]. Li et al. [58] constructed cucurbituril derivative-mediated 3D AuNPs structures for developing an impedimetric sensor for the label-free detection of 3-phenylpropylamine. Furthermore, AuNP formation can also accompany other metal reductions to form alloy nanoparticles. Li et al. [59] adopted 60Co gamma irradiation to prepare RGO-PtAu nanocomposite suspension. Then the Pt-AuNPs/RGO/GCEs were fabricated as immunosensors for label-free CEA detection via SWV.
Table 1.
Preparation Methods | Electrodes | Sensing Strategies/Techniques | LOD | LR | Refs. |
---|---|---|---|---|---|
Electrodeposition | Anti-prolactin/AuNPs/carbon paste electrode | Sandwich reaction with HRP-DAb and prolactin/DPV | 12.5 mIU/L | 25.0–2000.0 mIU/L | [42] |
Electrodeposition | Anti-NSE/AuNPs-MoS2-rGO/GCE 1 | Sandwich reaction with DAb/ CoFe2O4-Ag, and NSE by SWV | 3 fg/mL | 0.01–1.00 pg/mL | [60] |
Electrodeposition | Anti-HSA/AuNPs/PpPD/PEDOT-PSS-Fc /SPCEs 2 | Label-free/DPV | 0.54 fg/mL | 1–10 ng/mL | [61] |
Electroless plating | Anti-PHB2/PA/AuNS/AuE | Sandwich reaction with HRP-Dab and PHB2/SWV | 40 pg/mL | 0–10 ng/mL | [52] |
Electrostatic adsorption | Anti-CA153/PPy-AuNPs-luminol/ITO 3 | Label-free/EIS & electrochemiluminescence | 5.8 × 10−4 U/mL | 0.001–700 U/mL | [62] |
Multi-layer electrostatic adsorption | Anti-PSA-GSH-AuNPs/PEI/PVS/PEI/MUA/AuE 4 | Label-free/EIS | 0.17 ng/mL | 0.1–20 ng/mL | [63] |
1 Anti-NSE: anti-neuron-specific enolase antibody; 2 Anti-HSA/AuNPs/PpPD/PEDOT-PSS-Fc: anti-human serum albumin/AuNPs/poly(para-phenylenediamine)/poly(3,4-ethylenedioxythiophene)-poly(styrene sulfonate)-ferrocene nanocomposite; 3 Anti-CA153/PPy-AuNPs-luminol: anti-carbohydrate antigen 153/polypyrrole-luminol-AuNPs; 4 Anti-PSA-GSH-AuNPs/PEI/PVS/PEI/MUA: anti-prostate specific antigen-glutathione-AuNPs/poly(ethyleneimine)/poly(vinylsulfonicacid)/poly(ethyleneimine)/mercaptoundecanoic acid.
3.2. Using CNTs
CNTs have interesting chemical and physical properties, including high electrical conductance, large surface area, good biocompatibility, and functionalization potential. They have garnered considerable attention in electrochemical immunosensors [64,65]. CNTs have considerable molecular weight, conductivity, and high surface area, which allows CNTs to be placed alone, mixed with polymers, deposited with conductive materials (metal or GR), or electropolymerized with monomers for the surface deposition of electrodes. The CNT-hybrid nanocomposites can directly attach to electrode surfaces due to van der Waals force attraction. GO, RGO, or metal nanoparticles are commonly mixed with CNTs to produce a synergistic effect to enhance the electrochemical response [66].
In addition, CNT composites with Teflon, poly(l-arginine), Nafion, or chitosan (CS) can provide a simple and flexible method for fabricating immunosensors [67,68]. The CNT ink can be directly dripped on an electrode to produce a highly conductive and rough surface of the electrodes for antibody immobilization. For example, Sun et al. [69] chemically deposited AuNPs on polyethyleneimine (PEI)-coated MWCNTs for protein A immobilization. The Fc fragment of CAb can directionally adsorb anti-kidney bean lectin (KBL) on the AuNPs-PEI-MWCNT/GCEs to increase the binding efficiency of KBL. Deiminiat et al. [70] synthesized carboxylic acid-functionalized MWCNTs(COOH-MWCNTs) to form COOH-MWCNTs-AuNPs nanocomposite for anti-bisphenol A (BPA) aptamer modification, which can perform label-free detection of BPA in mineral water, orange juice, and milk. The metal NPs decorated on CNTs can increase the binding sites of biorecognition molecules and promote redox response. Shahrokhian et al. [71] developed a sensitive voltammetry sensor for determining isoxsuprine based on the MWCNT/AgNPs-modified GCEs. The anodic peak current response of AgNPs measured by LSV is more sensitive than the native oxidative current of isoxsuprine. Xing et al. [72] electrodeposited Prussian blue on COOH-MWCNTs-coated GCE. The Prussian blue metal-organic framework (MOF)/COOH-MWCNTs/GCEs presented excellent stability, reproducibility, and recovery for the CV-based detection of bisphenol B in actual river samples. Ultrasonication is an effective method of preparing CNT-based nanocomposites for electrode modification [73,74].
Furthermore, electropolymerization can locally deposit CNTs on the surface of the working electrode. Mixing electroactive monomers, such as pyrrole [75,76] and aniline [77], with CNTs is essential for electropolymerization. Aydın et al. [75] mixed SWCNT and oxiran-2-yl methyl 3-(1H-pyrrol-1-yl) propanoate monomer (Pepx) prepared from 1- pyrrolepropionitrile via the two reaction steps of hydrolysis and esterification and electrodeposited the conductive SWCNTs-PPepx nanocomposite on an ITO electrode for antibody immobilization. The preparation procedures are shown in Figure 7. The EIS-based calreticulin immunosensor presented excellent linear ranges of 0.015–60 pg/mL and an ultralow LOD of 4.6 fg/mL. The different fabrication methods of CNT-based immunosensors and their sensing performance are compared in Table 2. In summary, CNTs can be used as an excellent conductive substrate and mixed with GR, metal NPs, MOFs, charged polymers, or redox polymers to form hybrid nanocomposites to present synergistic reactions for promoting the binding number of antibodies and facilitating electrochemical detection, which show greatly promising potential in sensing applications.
Table 2.
CNT Hybrid Preparation Methods | Electrodes | Sensing Strategies | LOD | LR | Refs. |
---|---|---|---|---|---|
Chemical reduction of AuNPs on MWCNT | Anti-KBL/PA/AuNPs-PEI-MWCNTs/GCE | Label-free/DPV | 23 ng/mL | 0.05−100 μg/mL | [69] |
Chemically synthesized COOH-MWCNTs/AuNPs | Anti-BPA aptamer/COOH-MWCNTs/AuNPs/AuE | Label-free SWV | 114 pg/mL | 22.8–2283 pg/mL | [70] |
Ultrasonication | α-fetoprotein/N-GQD 1 @SWCNTs/Anti-AFP/BSA/GCE | Label-free/CV and EIS | 0.25 pg/mL | 0.001–200 ng/mL | [73] |
CNTs/PEI/GE 2 via LBL fashion | CA19-9/PEI-CNTs/EDC-NHS | Label-free/EIS | 0.35 U/mL | 0.05–0.5 U/mL | [78] |
RGO/CNF and RGO/CNT via sonication and hydrothermal reaction | RGO-CNT-Thi/anti-CA125/AuNPs/GCE | Sandwich reaction/DPV | 0.28 pg/mL | 1–3.2 ng/mL | [74] |
Electropolymerization | Anti-calreticulin/SWCNTs-PPepx /ITO | Label-free/EIS | 4.6 fg/mL | 0.015–60 pg/mL | [75] |
Electropolymerization | Anti-CysC/PPy-CNTs/ IDE 3 | Label-free/Capacitance | 28 ng/mL | 30–300 ng/mL | [76] |
1 N-GQD: nitrogen doped graphene quantum dot; 2 CNTs/PEI/GE: CNTs/polyethyleneimine/Gold electrode; 3 Anti-CysC/PPy/CNTs/IDE: anti-cystatin-C/polypyrrole/CNTs/interdigitated electrode.
3.3. Using GR/RGO
Immunosensors constructed by GR-based nanocomposites have attracted attention due to 2D structures, fast electron transportation, large surface area, and good biocompatibility. However, some inherent disadvantages of GR need to be overcome, such as hydrophobicity and easy aggregation in an aqueous solution. Several surface modification strategies, such as metal nanoparticle deposition, strong acid oxidation, and polymer mixture, are used to improve the hydrophilicity and increase the biocompatible binding sites of GR-based composites [79,80]. Sun et al. [81] used chemical vapor deposition to grow vertical GR on a GCE and electrodeposited AuPtNPs on the vertical GR nanosheets as binding sites of CAb for label-free detection of alpha-fetoprotein (AFP). Low et al. [82] used a solvothermal method to prepare GR/zinc oxide nanocomposites as the interface of an electrochemical genosensor to detect a single standard RNA. Salimi et al. [83] synthesized amine-functionalized GR using a hydrothermal method in NH3 and sodium bisulfite. An RNA probe could be immobilized on amine-GR/GCE for label-free EIS-based detection of miRNA-155.
Compared to GR, GO has superior hydrophilicity and more accessible surface functionality for modifying biorecognition molecules due to its abundant oxygen-containing functional groups, such as hydroxyl and epoxy groups on its basal plane and a carboxyl group at its edge. GO can be prepared from graphite powder via the strong oxidation of HNO3, KMnO4, and H2SO4 according to the method reported by Hummers and Offerman [84]. Subsequently, the COOH-GR slurry was drop-casted on SPCEs for the electrodeposition of 2-aminobenzylamine, and then 1-ethyl-3-(3-dimethylminoprpyl) carbodiimide (EDC)/N-hydroxysuccinimide (NHS)-activated CAb was immobilized on the 2-aminobenzylamine/COOH-GR/SPCEs. EIS was used to quantify the direct immunoreaction of parathion. Furthermore, the bottom-up syntheses can also produce GO, such as chemical vapor deposition and epitaxial growth on silicon carbide wafers [85]. The high hydrophilicity of GO makes it easy to suspend in an aqueous solution for preparing GO-based nanocomposites. Yuvashree et al. [86] mixed GO and CS to modify a GCE to produce an H2O2 sensor. GO has also been used as a substrate for gold nanocrystal deposition to exhibit synergistic behavior for the electrocatalytic reaction of dopamine, uric acid, and 4-aminophenol [87]. Pal and Khan electrodeposited AuNPs on a GO-coating Pt electrode to enhance the conductivity. EDC–NHS mixture was used to activate the GO surface for immobilizing anti-PSA CAb. DPV was performed for the label-free detection of PSA [88].
However, the weaker conductivity of GO due to higher sp3 carbon and abundant oxygen groups hinders its application in constructing an electrochemical immunosensor [89]. Therefore, the procedures to transfer GO to RGO become vital for electrochemical biosensors. Currently, many studies are developing controllable strategies, including chemical reduction and electro-reduction, to fabricate RGO-based immunosensors [90,91]. Jozghorbani et al. [92] chemically reduced GO in an ascorbic acid and ammonium hydroxide mixture and dripped the RGO onto GCE for anti-CEA immobilization. The high conductivity and roughness of RGO/GCE are beneficial for the label-free detection of CEA immuno-reaction through CV and EIS. Figure 8 represents a single-step assembly of an AuNPs/RGO-based SWV-detected immunoassay for detecting an endometriosis biomarker in clinical diagnosis [93].
In addition to the GR, GO, and RGO, exfoliated graphite nanoplatelets, composed of stacked 2D graphene sheets, have high conductivity and roughness suitable as a surface modifier of an electrode due to the SP2 hybridized carbons. Zanato et al. [94] deposited AgNPs-Nafion on the surface of exfoliated graphite nanoplatelets and adsorbed the anti-microcystin-LR antibody to form a nanocomposite. Subsequently, the nanocomposite was dripped onto a cleaned GCE as an immunosensor for label-free detection of microcystin-LR by using SWV and EIS measurement. The AgNPs can be directly oxidized as a probe to indicate antigen–antibody conjugation. Exfoliated graphite nanoplatelets supply a large surface for more AgNP adsorption, drastically increasing the background signal. The peak current of SWV decreased with increasing microcystin-LR concentration with LR of 0.5–500 ng/mL and LOD of 0.017 ng/mL. As mentioned in Nanda et al. [95], GO-based electrodes have been shown to have wide applications due to the advantages of good flexibility for soft electronics, different oxygen-containing functionalities for biomolecule immobilization, and excellent conductivity, as shown in Figure 9.
4. Nanomaterials Used as Labels
In sandwich immunoreaction, enzymes or redox species can be directly conjugated with DAb as a probe to report the antigen–CAb interaction. Due to the size, functionality, and bioactivity of DAb, the bound number of the electroactive probe or catalyzer has a practical limit. Furthermore, the chemicals used for the probe conjugation may damage the DAb immunoactivity. In contrast, nanomaterial carriers can supply a large surface for immobilizing DAb and different electroactive species to amplify the antigen–CAb immunoreaction signal. The nanomaterial carriers can provide a biocompatible surface for DAb and a high-conductive interface for electrochemical detection. According to the functions, the probe species conjugated on the nanomaterial carriers can be divided into three categories: (1) enzyme [47,96,97] or electroactive catalyzer [98,99,100,101] with the addition of reactants in the electrolyte; (2) electroactive species with direct redox reaction [48,102,103,104], (3) metal NPs oxidized to form soluble metal ions after strong-acid dissolution [105,106,107,108]. The nanomaterial carriers conjugated with different electroactive species and DAb present excellent specificity through sandwich or competitive immunoreactions and reduce the signal interference induced by non-specific adsorption on the final electrochemical results
4.1. Nanomaterial Carriers with Enzymatic/Electroactive Catalyzer
Nanomaterials simultaneously conjugated with enzymes and DAb are one of the most prevalent strategies to amplify the signal of antibody–antigen interactions through substrate catalysis to produce electroactive products. HRP [96], GOx [43,44], and lactate oxidase (LaOx) [97] frequently accompany DAb to be immobilized on nanomaterial carriers. Table 3 shows the different substrates added to the electrolyte and the related electroactive products. In these sandwich immunosensors, the product concentration is proportional to the number of immunoreacted antigens, the enzyme-conjugated complex, and the catalyzing time. Therefore, an intuitive current increase can be obtained by voltammetry and amperometry. Furthermore, metal NPs are used as an alternative for substrate catalysis, especially for H2O2 reduction. Trimetallic yolk-shell Au@AgPt nanocubes [98], Fe3O4/Au@AgNPs [99], Au@SiO2/Cu2O nanoparticles [100], and Au@Ag-Cu2O [101] were used to enhance H2O2 reduction. High electrocatalytic metals, such as Pt, Ag, and Cu2O, play an essential role in H2O2 electroreduction. The other nanomaterials of the nanocomposites present a synergistic effect on electrocatalysis due to their high conductivity and electron density. In contrast, the electrocatalytic metal-based sandwich immunosensors exhibit superior sensing properties compared to the enzyme-conjugated sandwich immunosensors with lower LOD and wider LR, as shown in Table 3. The phenomenon is attributed to the better catalytic efficiency of the electrocatalytic metal NPs.
4.2. Nanomaterial Carriers with Electroactive Species for Direct Redox Reaction
After sandwich immunoreaction, direct electron transfer of redox species from the DAb-conjugated nanomaterial carriers to the electrodes is a more straightforward detecting method than enzymatic/electroactive catalyzer-based detection. Redox species, such as methylene blue [28], Thi [102], ferrocene [33], toluidine blue (TB) [103], AgNPs [48,49], and Cu-based NPs [104], are co-immobilized on nanomaterials with DAb to supply an electrochemical signal. The voltametric peak current significantly increases when the DAb-labeled nanomaterial carriers react with the antigen conjugated on the CAb-immobilized electrodes. However, the non-specific adsorption of nanomaterial carriers may cause a false positive signal due to the large contact area and molecular size. Table 3 compares the sensing properties of immunosensors after sandwich immunoreaction with the different kinds of redox species-conjugated nanomaterial carriers. Among the redox species, AgNPs present excellent oxidative signals through direct electrooxidation of Ag-Ag+ [48] or H2O2-enhanced oxidation [49], which can reach sub-Pico molar level LOD. Liao et al. [49] developed a dual catalytic signal enhancer based on external H2O2 and AgNPs co-immobilized on the anti-CEA DAb, Co3O4, and polydopamine (PDA)-modified RGO. The LOD of the CEA immunosensors was as low as 0.17 pg/mL. The results show that AgNPs can be a promising electroactive probe to report immunoreaction intensity directly. Krishnan et al. [109] fabricated HRP/Thi dual-labeled mesoporous silica nanospheres conjugated with Au nanorod and DAb, which immunoreacted with CEA and the CAb/NiO@Au/GR-modified ITO electrode. The dual signal amplification permitted CEA detection with 5.25 fg/mL LOD using DPV detection.
4.3. Nanomaterial Carriers with Soluble NPs
The semiconductor NPs conjugated on nanomaterial carriers, such as CdS [105,108] and CdSe [106,107], can be dissolved by strong acids, such as HCl, and HNO3, to release Cd2+ ions. Then ASV is used to detect sensitively the reduction signal of metal ions. Tocco et al. [105] conjugated CdS nanocrystals on phage capsid to detect molinate herbicide in river water using CAb/polynitroaniline-modified GCE. After performing sandwich immunoreaction, a 0.1 M HCl solution was added to obtain Cd2+, which can be detected by square wave ASV. Qin et al. [108] prepared the CAb/β-cyclodextrin-graphene sheets (CD-GS) nanocomposite/GCEs and the DAb-ZnO-MWCNTs nanocarrier, respectively. After performing the sandwich immunoreaction with the antigen of human heart-type fatty-acid-binding protein (FABP), Cd(NO3)2 and thioacetamide were used to deposit CdS on the ZnO surface chemically, and then HNO3 was used to produce Cd2+ as a signal reporter. In these studies, the soluble NPs can be initially immobilized on the nanocarrier for sandwich immunoreaction or subsequently deposited on the nanocarrier immunoreacted with antigens and immunosensors. This chemically depositing CdS technique is feasible to control the number of CdS NPs and suitable for different nanocarriers, which shows promising potential for ultrasensitive detection of analytes. The immunosensors adopted with different soluble metal NPs are compared in Table 3.
Table 3.
Label-Based Nanomaterials | Analyte/Electrodes | Sensing Strategies/Techniques | LOD | LR | Refs. |
---|---|---|---|---|---|
Anti-HFA 1 DAb & HRP/COOH-MWCNT | HFA/CAb-biotin/streptavidin/SPCE | H2O2/HRP/hydroquinone/amperometry | 16 pg/mL | 20–2000 pg/mL | [96] |
Anti-CA125 DAb/AuNP-LaOx 2 | CA125/CAb/CS-AuNP/MWCNT-GO/GCE | H2O2/LaOx/lactic acid/amperometry | 2 mU/mL | 0.01–100 U/mL | [97] |
Anti-CEA DAb/MoS2 NFs/Au@AgPt YNCs 3 | CEA/CAb/MoS2/Au@AgPt YNCs/GCE | Enhanced H2O2 reduction via AgPt/amperometry | 3.09 fg/mL | 1 × 105 –100 ng/mL | [98] |
Anti-CEA DAb/GR sheet-Fe3O4/Au@Ag/Ni2+ | CEA/CAb/AuNPs/GCE | Enhanced H2O2 reduction via Ni2+/amperometry | 69.7 fg/mL | 1 × 10−4–100 ng/mL | [99] |
Anti-CEA DAb/Au@SiO2/Cu2O | CEA/CAb/Ag/g-C3N4 4 /GCE | Enhanced H2O2 reduction via Cu2O/amperometry | 3.8 fg/mL | 1 × 10−5−80 ng/mL | [100] |
Anti-PSA DAb/Au@Ag-Cu2O | PSA/CAb/Au@N-GQDs/GCE | Enhanced H2O2 reduction via Cu2O/amperometry | 3 fg/mL | 1 × 10−5−100 ng/mL | [101] |
Anti-cTnI DAb/N,S-cGO/L-lys/AuNR@Pt MBs/Thi 5 | cTnI/CAb/AuNR@PDA/GCE | Direct reduction of Thi/ amperometry and DPV | 16.7 fg/mL | 5 × 10−5–250 ng/mL | [102] |
Anti-CEA DAb/Ag@CeO2 core-shell-Au NPs | CEA/CAb/AuNPs/GCE | Ag-CeO2 direct redox/CV & EIS | 32 fg/mL | 1 × 10−4–5 ng/mL | [48] |
Anti-CA125 DAb-TB/Suc-CS@MNP 6 | CA125/CAb/PAMAM 7 /AuNP-3D RGO-MWCNT | Direct reduction of TB/SWV | 6 μU/mL | 0.0005–75 U/mL | [103] |
Carbaryl hapten@CuNP-CS | Carbaryl/CAb/AuNP/GCE | Direct oxidation of CuNPs after immuno-competition/linear sweep ASV | 0.05 ng/mL | 0.5–20.0 ng/mL | [104] |
Anti-CEA DAb/RGO/Co3O4-Ag@ PDA | CEA/CAb/AuNP/GCEs | Ag-Ag+ redox with H2O2 enhancement/DPV | 0.17 pg/mL | 0.0005–80 ng/mL | [49] |
CdS nanocrystals/phage | Molinate/14D7 CAb/polynitroaniline/GCE | CdS-Cd2+ with HCl dissolution/square wave ASV | 34 pg/mL | 0.1–10 ng/mL | [105] |
Anti-casein biotin-CAb/Streptavidin/CdSe/ZnS QDs | Bovine casein/Bovine casein/Sb2O5-SnO2/SPCEs | CdSe-Cd2+ after immuno-competition with HCl dissolution/ASV | 0.07 % (v/v) | 0.1–10% (v/v) Cow’s milk in ewe/goat’s cheese | [106] |
anti-HE4 CAb/CdSe/ZnS QDs | HE4 8 /DAb/MBs/Hg/SPCEs | CdSe-Cd2+ after immuno-competition with HCl dissolution/ASV | 2 pM | 20–40 nM | [107] |
Anit-FABP DAb/CdS- ZnO-MWCNTs | FABP/CAb/CD-GS/GCE 9 | CdS-Cd2+ with HNO3 dissolution/ASV | 0.3 fg/mL | 1.3–130 ng/mL | [108] |
1 HFA: human fetuin A; 2 LaOx: lactate oxidase; 3 MoS2 NFs/Au@AgPt YNCs: MoS2 nanoflowers/trimetallic yolk-shell Au@AgPt nanocubes; 4 g-C3N4: graphitic carbon nitride; 5 Anti-cTnI/cGO/L-lys/Au@Pt MBs/Thi: anti-cardiac troponin I/nitrogen/sulfur co-doped graphene oxide/L-lysine/Au nanorod@Pt core-shell multi-branched nanoparticles/thionine; 6 TB/Suc-CS@MB; toluidine blue /O-succinyl-chitosan-magnetic nanoparticles; 7 PAMAM: polyamidoamine; 8 HE4: human epididymis protein 4; 9 FABP/CD-GS/: human heart-type fatty-acid-binding protein/β-cyclodextrin-graphene sheets.
5. Other Trends and Challenges in Electrochemical Immunosensors
In recent years, new electrochemical immunosensors have not only focused on nanomaterials used in the fabrication of electrodes or labels but also on practical aspects, such as low-cost, disposability and mass produced electrodes, antifouling for non-specific adsorption, high surface nanocarriers, multi-targets detection in one sensing interface, and microfluidic integration for rapid or high-throughput detection. We present some previous studies as examples to elucidate the trends and challenges.
-
(1)
Although GCE is durable and frequently used for immunosensor construction, SPCEs, possessing the benefits of low cost and ease of massive production, present great promise to develop disposable immunosensors. The nanocarrier can be dripped on the SPCEs as substrate for antibody immobilization. Wei et al. [110] synthesized RGO/Prussian blue/core-shell Au@PtNPs as a nanocarrier for drop-coating SPCEs. The anti-hepatitis B antibody could be directly adsorbed on the nanocarrier surface, and the Prussian blue served as an electron-transfer mediator. After immunoreaction with the hepatitis B surface antigen, the label-free LOD measured by DPV was 80 pg/mL. Furthermore, Malla et al. [111] fixed a magnet to the backside of SPCEs for adsorbing HRP-CAb-modified MBs conjugated with parathyroid hormone antigen and then performed the catalysis of H2O2 and hydroquinone with SWV detection to obtain an LOD of 11.56 pg/mL. The drip-coating fixation or the magnetic adsorption of CAb-modified nanocomposite carriers on SPCEs can simplify the preparation of SPCE-based disposable immunosensors. Although SPCEs are prevailing in the development of disposable point-of-care testing strips, the activation or the peroxidation procedures of the SPCE surface still take up much time before use. Oxygen plasma treatment is an alternative for mass production. Subsequently, a sealing package for long-term storage is essential after plasma treatment.
-
(2)
Preventing the effect of non-specific adsorption on label-free electrochemical immunosensors from versatile molecules of actual samples is an essential issue. Antifouling materials, such as poly(ethylene glycol) and zwitterionic polymers [112], block the electrode surface to reduce non-specific adsorption. Wang and Hui electrodeposited polyaniline nanowires on a GCE to produce a highly rough surface, and photopolymerized zwitterionic poly(carboxybetaine methacrylate) (polyCBMA) on the polyaniline nanowire to obtain a hierarchical structure. After chemical activation, the anti-CEA antibody was covalently immobilized on polyCBMA without extra surface blocking. The DPV-based immunosensors presented an ultralow LOD of 3.05 fg/mL and an impressive antifouling ability from cow’s milk, saliva, bovine fetal serum, and human serum [113]. The modification technique of antibody and polyCBMA supplies promising potential for the antifouling treatment of immunosensors.
-
(3)
Multiplexed detection in clinical diagnosis, agricultural pesticide/herbicide residue, and environmental toxins has considerable importance due to their excellent analytical efficiency compared with parallel single-analyte assays. Two kinds of multiplexed detecting strategies have been developed. One is to use different multi-detectors placed on the same substrate. Serafín et al. [114] separated immobilized anti-tau protein (tau) CAb and anti-TAR DNA-binding protein 43 (TDP-43) CAb on the two 3D-Au-PAMAM-modified working electrodes of the SPCEs. After sandwich immunoreaction, the HRP-conjugated DAb can quantify the tau and TDP-43 in raw plasma samples by catalyzing the H2O2/hydroquinone reaction with amperometric detection. Furthermore, Salahandish et al. [115] developed dual-immunosensors for the label-free detection of SARS-CoV-2 nucleocapsid protein by EIS. The other multiplexed technique uses biorecognition molecules, tagging different electroactive mediators on the identical sensing interface. Shen et al. [116] tagged anthraquinone on the VEGF-aptamer, methyl blue on the IFN-γ aptamer, and ferrocene on the TNF-α-aptamer to achieve multiplex detection, respectively. The three kinds of aptamers were biotinylated to immobilize them on the single streptavidin/GO/AuE. Then, SWV was performed to obtain the redox signal of anthraquinone, methyl blue, and ferrocene at −0.45 V, −0.26 V, and 0.25 V before and after the label-free immunoreaction. Compared to the single electrode immobilized by multi-CAbs, the multi-electrodes with different CAb immobilization are easier to control the density of CAbs to obtain better sensing properties.
-
(4)
The immunosensors integrating fluidic transportation can promote immunoreaction efficiency in shorter immunoreaction time and reduce detecting procedures. Lin et al. [41] fabricated an impedimetric affinity sensing chip integrated with an AC electrokinetic flow vortex. The protein A-antibody affinity time can reach the plateau in 8 min with AC electrokinetic flow. The corresponding EIS-Ret value of the affinity plateau was 2.26 times larger than that obtained in an unstirred solution. Furthermore, the paper-based immunoassay becomes an exciting alternative for constructing disposable, low-cost, and eco-friendly analytical devices due to flexibility, lightness, capillary-driven flow, and affordability in an austere environment. Shu et al. [117] utilized a paper-based electrochemical immunosensing device for the label-free detection of AFP. The Ni-Co MOF nanosheets were modified with CNT and streptavidin and then coated onto a GR-printed working electrode for biotinylated CAb immobilization. After immunoreaction with samples conducted through vertical flow, the H2O2/hydroquinone mixture was dripped to produce a DPV signal via Ni-Co MOF catalysis. Furthermore, Boonkaew et al. [118] constructed triple three-electrode SPCEs in triple channels in an identical substrate to form multiplexed electrochemical paper-based analytical devices (ePADs), as shown in Figure 10. Three kinds of antibodies were respectively immobilized on the different GO/SPCEs to capture C-reactive protein (CRP), cardiac troponin I (cTnI), and procalcitonin (PCT) of the cardiovascular disease biomarkers. After immunoreaction, the redox solution was dripped into the central inlet and conducted to the sensing region via lateral flow for DPV detection. The multiplexed ePADs can detect C-reactive protein, cTnI, and PCT with corresponding LODs of 0.38 ng/mL, 0.16 pg/mL, and 0.27 pg/mL, respectively. The design and fabrication of ePADs have promising potential in constructing a multiplexed point-of-care testing device.
6. Conclusions
This work reviews the articles related to the sensing strategies of electrochemical immunosensors using nanomaterials. AuNPs, AuNS, CNTs, and GR-based nanomaterials can be used in label-free immunosensors as the CAb-immobilization substrate to supply a highly conductive and rough surface or a mediator-embedded interface. Potentiometry, voltammetry, and EIS are suitable for label-free immunosensors. Furthermore, nanomaterials can be used as a carrier for the immobilization of DAb, catalyzers, redox mediators, or soluble metal NPs, which act as a nanocomposite label in a sandwich or competitive immunoreaction to amplify the signal of antigen–CAb conjugation. Amperometry and voltammetry are frequently used to quantify the immunoreaction results. It is worth noting that the combination of the soluble metal NP-modified nanocarrier and ASV detection can produce the best sensitivity and lowest LOD.
Emerging techniques, including the cost-effective production of electrodes, antifouling treatment, multiplexed detection, disposable and environment-friendly paper-based substrates, microfluidic integration, and miniature potentiostat chips, drive electrochemical immunosensors to present versatile applications in practical fields. Moreover, the nanomaterial characteristics of high roughness, good biocompatibility, electrocatalysis, and excellent conductivity, can promote the emerging electrochemical immunosensors with more distinguished sensing properties.
Author Contributions
Conceptualization, A.V.P.P., Y.-S.C. and C.-C.W.; data curation, Y.-S.C. and C.L.; writing—original draft preparation, A.V.P.P. and C.-C.W.; writing—review and editing, C.L. and C.-C.W.; supervision, C.-C.W.; funding acquisition, C.-C.W. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
Funding Statement
This research was funded by the Ministry of Science and Technology, Taiwan, grant numbers MOST111-2327-B-005-002 and the National Science and Technology Council, Taiwan, grant number NSTC 111-2218-E-040-001, ENABLE Center of National Chung Hsing University, and the Innovation and Development Center of Sustainable Agriculture from The Featured Areas Research Center Program within the framework of the Higher Education Sprout Project by the Ministry of Education, Taiwan.
Footnotes
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.
References
- 1.Ravina, Kumar D., Prasad M., Mohan H. Electrochemical Sensors. Elsevier; Amsterdam, The Netherlands: 2022. Biological Recognition Elements; pp. 213–239. [DOI] [Google Scholar]
- 2.Zheng Y., Li J., Zhou B., Ian H., Shao H. Advanced Sensitivity Amplification Strategies for Voltammetric Immunosensors of Tumor Marker: State of the Art. Biosens. Bioelectron. 2021;178:113021. doi: 10.1016/j.bios.2021.113021. [DOI] [PubMed] [Google Scholar]
- 3.Koo K.M., Soda N., Shiddiky M.J.A. Magnetic Nanomaterial–Based Electrochemical Biosensors for the Detection of Diverse Circulating Cancer Biomarkers. Curr. Opin. Electrochem. 2021;25:100645. doi: 10.1016/j.coelec.2020.100645. [DOI] [Google Scholar]
- 4.Farzin L., Shamsipur M. Recent Advances in Design of Electrochemical Affinity Biosensors for Low Level Detection of Cancer Protein Biomarkers Using Nanomaterial-Assisted Signal Enhancement Strategies. J. Pharm. Biomed. Anal. 2018;147:185–210. doi: 10.1016/j.jpba.2017.07.042. [DOI] [PubMed] [Google Scholar]
- 5.Li Z., Zhang J., Huang Y., Zhai J., Liao G., Wang Z., Ning C. Development of Electroactive Materials-Based Immunosensor towards Early-Stage Cancer Detection. Coord. Chem. Rev. 2022;471:214723. doi: 10.1016/j.ccr.2022.214723. [DOI] [Google Scholar]
- 6.Filik H., Avan A.A. Electrochemical Immunosensors for the Detection of Cytokine Tumor Necrosis Factor Alpha: A Review. Talanta. 2020;211:120758. doi: 10.1016/j.talanta.2020.120758. [DOI] [PubMed] [Google Scholar]
- 7.Skládal P. Advances in Electrochemical Immunosensors for Pathogens. Curr. Opin. Electrochem. 2019;14:66–70. doi: 10.1016/j.coelec.2018.12.010. [DOI] [Google Scholar]
- 8.Mokhtarzadeh A., Eivazzadeh-Keihan R., Pashazadeh P., Hejazi M., Gharaatifar N., Hasanzadeh M., Baradaran B., dela Guardia M. Nanomaterial-Based Biosensors for Detection of Pathogenic Virus. TrAC Trends Anal. Chem. 2017;97:445–457. doi: 10.1016/j.trac.2017.10.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Brazaca L.C., dos Santos P.L., de Oliveira P.R., Rocha D.P., Stefano J.S., Kalinke C., Abarza Muñoz R.A., Bonacin J.A., Janegitz B.C., Carrilho E. Biosensing Strategies for the Electrochemical Detection of Viruses and Viral Diseases—A Review. Anal. Chim. Acta. 2021;1159:338384. doi: 10.1016/j.aca.2021.338384. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Kalambate P.K., Noiphung J., Rodthongkum N., Larpant N., Thirabowonkitphithan P., Rojanarata T., Hasan M., Huang Y., Laiwattanapaisal W. Nanomaterials-Based Electrochemical Sensors and Biosensors for the Detection of Non-Steroidal Anti-Inflammatory Drugs. TrAC Trends Anal. Chem. 2021;143:116403. doi: 10.1016/j.trac.2021.116403. [DOI] [Google Scholar]
- 11.Kumar V., Vaid K., Bansal S.A., Kim K.H. Nanomaterial-Based Immunosensors for Ultrasensitive Detection of Pesticides/Herbicides: Current Status and Perspectives. Biosens. Bioelectron. 2020;165:112382. doi: 10.1016/j.bios.2020.112382. [DOI] [PubMed] [Google Scholar]
- 12.Lan L., Yao Y., Ping J., Ying Y. Recent Advances in Nanomaterial-Based Biosensors for Antibiotics Detection. Biosens. Bioelectron. 2017;91:504–514. doi: 10.1016/j.bios.2017.01.007. [DOI] [PubMed] [Google Scholar]
- 13.Chen Q., Meng M., Li W., Xiong Y., Fang Y., Lin Q. Emerging Biosensors to Detect Aflatoxin M 1 in Milk and Dairy Products. Food Chem. 2023;398:133848. doi: 10.1016/j.foodchem.2022.133848. [DOI] [PubMed] [Google Scholar]
- 14.Cesewski E., Johnson B.N. Electrochemical Biosensors for Pathogen Detection. Biosens. Bioelectron. 2020;159:112214. doi: 10.1016/j.bios.2020.112214. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Moon J.M., Thapliyal N., Hussain K.K., Goyal R.N., Shim Y.B. Conducting Polymer-Based Electrochemical Biosensors for Neurotransmitters: A Review. Biosens. Bioelectron. 2018;102:540–552. doi: 10.1016/j.bios.2017.11.069. [DOI] [PubMed] [Google Scholar]
- 16.Reta N., Saint C.P., Michelmore A., Prieto-Simon B., Voelcker N.H. Nanostructured Electrochemical Biosensors for Label-Free Detection of Water- and Food-Borne Pathogens. ACS Appl. Mater. Interfaces. 2018;10:6055–6072. doi: 10.1021/acsami.7b13943. [DOI] [PubMed] [Google Scholar]
- 17.Fahmy H.M., Abu Serea E.S., Salah-Eldin R.E., Al-Hafiry S.A., Ali M.K., Shalan A.E., Lanceros-Méndez S. Recent Progress in Graphene- and Related Carbon-Nanomaterial-Based Electrochemical Biosensors for Early Disease Detection. ACS Biomater. Sci. Eng. 2022;8:964–1000. doi: 10.1021/acsbiomaterials.1c00710. [DOI] [PubMed] [Google Scholar]
- 18.Bhattacharyya I.M., Cohen S., Shalabny A., Bashouti M., Akavayov B., Shalev G. Specific and Label-Free Immunosensing of Protein-Protein Interactions with Silicon-Based ImmunoFETs. Biosens. Bioelectron. 2019;132:143–161. doi: 10.1016/j.bios.2019.03.003. [DOI] [PubMed] [Google Scholar]
- 19.Poghossian A., Schöning M.J. Recent Progress in Silicon-Based Biologically Sensitive Field-Effect Devices. Curr. Opin. Electrochem. 2021;29:100811. doi: 10.1016/j.coelec.2021.100811. [DOI] [Google Scholar]
- 20.Sedki M., Shen Y., Mulchandani A. Nano-FET-Enabled Biosensors: Materials Perspective and Recent Advances in North America. Biosens. Bioelectron. 2021;176:112941. doi: 10.1016/j.bios.2020.112941. [DOI] [PubMed] [Google Scholar]
- 21.Rashid R.B., Ji X., Rivnay J. Organic Electrochemical Transistors in Bioelectronic Circuits. Biosens. Bioelectron. 2021;190:113461. doi: 10.1016/j.bios.2021.113461. [DOI] [PubMed] [Google Scholar]
- 22.Silva N.F.D., Almeida C.M.R., Magalhães J.M.C.S., Gonçalves M.P., Freire C., Delerue-Matos C. Development of a Disposable Paper-Based Potentiometric Immunosensor for Real-Time Detection of a Foodborne Pathogen. Biosens. Bioelectron. 2019;141:111317. doi: 10.1016/j.bios.2019.111317. [DOI] [PubMed] [Google Scholar]
- 23.Silva N.F.D., Magalhães J.M.C.S., Barroso M.F., Oliva-Teles T., Freire C., Delerue-Matos C. In Situ Formation of Gold Nanoparticles in Polymer Inclusion Membrane: Application as Platform in a Label-Free Potentiometric Immunosensor for Salmonella typhimurium Detection. Talanta. 2019;194:134–142. doi: 10.1016/j.talanta.2018.10.024. [DOI] [PubMed] [Google Scholar]
- 24.Iftikhar T., Aziz A., Ashraf G., Xu Y., Li G., Zhang T., Asif M., Xiao F., Liu H. Engineering MOFs Derived Metal Oxide Nanohybrids: Towards Electrochemical Sensing of Catechol in Tea Samples. Food Chem. 2022;395:133642. doi: 10.1016/j.foodchem.2022.133642. [DOI] [PubMed] [Google Scholar]
- 25.Lan Q., Ren C., Lambert A., Zhang G., Li J., Cheng Q., Hu X., Yang Z. Platinum Nanoparticle-Decorated Graphene Oxide@Polystyrene Nanospheres for Label-Free Electrochemical Immunosensing of Tumor Markers. ACS Sustain. Chem. Eng. 2020;8:4392–4399. doi: 10.1021/acssuschemeng.9b06858. [DOI] [Google Scholar]
- 26.Wang B., Xu Y.T., Lv J.L., Xue T.Y., Ren S.W., Cao J.T., Liu Y.M., Zhao W.W. Ru(NH 3) 63+/Ru(NH 3) 62+-Mediated Redox Cycling: Toward Enhanced Triple Signal Amplification for Photoelectrochemical Immunoassay. Anal. Chem. 2019;91:3768–3772. doi: 10.1021/acs.analchem.8b05129. [DOI] [PubMed] [Google Scholar]
- 27.Lopes L.C., Santos A., Bueno P.R. An Outlook on Electrochemical Approaches for Molecular Diagnostics Assays and Discussions on the Limitations of Miniaturized Technologies for Point-of-Care Devices. Sens. Actuators Rep. 2022;4:100087. doi: 10.1016/j.snr.2022.100087. [DOI] [Google Scholar]
- 28.Yaiwong P., Semakul N., Bamrungsap S., Jakmunee J., Ounnunkad K. Electrochemical Detection of Matrix Metalloproteinase-7 Using an Immunoassay on a Methylene Blue/2D MoS2/Graphene Oxide Electrode. Bioelectrochemistry. 2021;142:107944. doi: 10.1016/j.bioelechem.2021.107944. [DOI] [PubMed] [Google Scholar]
- 29.Dong H., Zhao Q., Li J., Xiang Y., Liu H., Guo Y., Yang Q., Sun X. Broad-Spectrum Electrochemical Immunosensor Based on One-Step Electrodeposition of AuNP–Abs and Prussian Blue Nanocomposite for Organophosphorus Pesticide Detection. Bioprocess Biosyst. Eng. 2021;44:585–594. doi: 10.1007/s00449-020-02472-9. [DOI] [PubMed] [Google Scholar]
- 30.Zhao Q., Wu Y., Shi X., Dong H., Liu H., Zheng Y., Yang Q., Sun X., Guo Y., Zhao S. Rapid Quantitative Detection of Capsaicinoids in Serum Based on an Electrochemical Immunosensor with a Dual-Signal Amplification Strategy. J. Solid State Electrochem. 2021;25:671–681. doi: 10.1007/s10008-020-04833-6. [DOI] [Google Scholar]
- 31.Yang Q., Wang Y., Liu X., Liu H., Bao H., Wang J., Zeng H. A Label-Free Immunosensor Based on Gold Nanoparticles/Thionine for Sensitive Detection of PAT Protein in Genetically Modified Crops. Front. Chem. 2021;9:770584. doi: 10.3389/fchem.2021.770584. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Farzin L., Sadjadi S., Shamsipur M., Sheibani S. An Immunosensing Device Based on Inhibition of Mediator’s Faradaic Process for Early Diagnosis of Prostate Cancer Using Bifunctional Nanoplatform Reinforced by Carbon Nanotube. J. Pharm. Biomed. Anal. 2019;172:259–267. doi: 10.1016/j.jpba.2019.05.008. [DOI] [PubMed] [Google Scholar]
- 33.Choosang J., Khumngern S., Thavarungkul P., Kanatharana P., Numnuam A. An Ultrasensitive Label-Free Electrochemical Immunosensor Based on 3D Porous Chitosan–Graphene–Ionic Liquid–Ferrocene Nanocomposite Cryogel Decorated with Gold Nanoparticles for Prostate-Specific Antigen. Talanta. 2021;224:121787. doi: 10.1016/j.talanta.2020.121787. [DOI] [PubMed] [Google Scholar]
- 34.Verma S., Singh A., Shukla A., Kaswan J., Arora K., Ramirez-Vick J., Singh P., Singh S.P. Anti-IL8/AuNPs-RGO/ITO as an Immunosensing Platform for Noninvasive Electrochemical Detection of Oral Cancer. ACS Appl. Mater. Interfaces. 2017;9:27462–27474. doi: 10.1021/acsami.7b06839. [DOI] [PubMed] [Google Scholar]
- 35.Zheng Y., Ma Z. Dual-Reaction Triggered Sensitivity Amplification for Ultrasensitive Peptide-Cleavage Based Electrochemical Detection of Matrix Metalloproteinase-7. Biosens. Bioelectron. 2018;108:46–52. doi: 10.1016/j.bios.2018.02.045. [DOI] [PubMed] [Google Scholar]
- 36.Leva-Bueno J., Peyman S.A., Millner P.A. A Review on Impedimetric Immunosensors for Pathogen and Biomarker Detection. Med. Microbiol. Immunol. 2020;209:343–362. doi: 10.1007/s00430-020-00668-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Ganganboina A.B., Doong R.A. Graphene Quantum Dots Decorated Gold-Polyaniline Nanowire for Impedimetric Detection of Carcinoembryonic Antigen. Sci. Rep. 2019;9:7214. doi: 10.1038/s41598-019-43740-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Lin C.H., Lin M.J., Wu C.C. Effect of the Chain Length of a Modified Layer and Surface Roughness of an Electrode on Impedimetric Immunosensors. Anal. Sci. 2017;33:327–333. doi: 10.2116/analsci.33.327. [DOI] [PubMed] [Google Scholar]
- 39.Lin C.H., Lin M.J., De Huang J., Chuang Y.S., Kuo Y.F., Chen J.C., Wu C.C. Label-Free Impedimetric Immunosensors Modulated by Protein a/Bovine Serum Albumin Layer for Ultrasensitive Detection of Salbutamol. Sensors. 2020;20:771. doi: 10.3390/s20030771. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Wu C.C., Chiang Y.H., Chiang H.Y. A Label-Free Electrochemical Impedimetric Immunosensor with Biotinylated-Antibody for SARS-CoV-2 Nucleoprotein Detection in Saliva. Biosensors. 2022;12:265. doi: 10.3390/bios12050265. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Lin M.J., Liu Y.F., Wu C.C. An Impedimetric Bioaffinity Sensing Chip Integrated with the Long-Range DC-Biased AC Electrokinetic Centripetal Vortex Produced in a High Conductivity Solution. Biomicrofluidics. 2018;12:044102. doi: 10.1063/1.5040231. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Beitollahi H., Nekooei S., Torkzadeh-Mahani M. Amperometric Immunosensor for Prolactin Hormone Measurement Using Antibodies Loaded on a Nano-Au Monolayer Modified Ionic Liquid Carbon Paste Electrode. Talanta. 2018;188:701–707. doi: 10.1016/j.talanta.2018.06.044. [DOI] [PubMed] [Google Scholar]
- 43.Ye L., Zhao G., Dou W. An Ultrasensitive Sandwich Immunoassay with a Glucometer Readout for Portable and Quantitative Detection of Cronobacter Sakazakii. Anal. Methods. 2017;9:6286–6292. doi: 10.1039/C7AY02222K. [DOI] [Google Scholar]
- 44.Lin M.J., Chen Y.M., Li C.Z., Wu C.C. Electrochemical Sandwich Immunoassay for Quantification of Therapeutic Drugs Based on the Use of Magnetic Nanoparticles and Silica Nanoparticles. J. Electroanal. Chem. 2019;849:113381. doi: 10.1016/j.jelechem.2019.113381. [DOI] [Google Scholar]
- 45.El-Moghazy A.Y., Huo J., Amaly N., Vasylieva N., Hammock B.D., Sun G. An Innovative Nanobody-Based Electrochemical Immunosensor Using Decorated Nylon Nanofibers for Point-of-Care Monitoring of Human Exposure to Pyrethroid Insecticides. ACS Appl. Mater. Interfaces. 2020;12:6159–6168. doi: 10.1021/acsami.9b16193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Lu J., Hao L., Yang F., Liu Y., Yang H., Yan S. Ultrasensitive Electrochemical Detection of CYFRA 21-1 via in-Situ Initiated ROP Signal Amplification Strategy. Anal. Chim. Acta. 2021;1180:338889. doi: 10.1016/j.aca.2021.338889. [DOI] [PubMed] [Google Scholar]
- 47.Sadasivam M., Sakthivel A., Nagesh N., Hansda S., Veerapandian M., Alwarappan S., Manickam P. Magnetic Bead-Amplified Voltammetric Detection for Carbohydrate Antigen 125 with Enzyme Labels Using Aptamer-Antigen-Antibody Sandwiched Assay. Sens. Actuators B Chem. 2020;312:127985. doi: 10.1016/j.snb.2020.127985. [DOI] [Google Scholar]
- 48.Chen S., Yang Y., Li W., Song Y., Shi L., Hong C. A Sandwich-Type Electrochemical Immunosensor Using Ag@CeO2-Au as a Lable for Sensitive Detection of Carcinoembryonic Antigen. Microchem. J. 2020;159:105415. doi: 10.1016/j.microc.2020.105415. [DOI] [Google Scholar]
- 49.Liao X., Ma C., Zhao C., Li W., Song Y., Hong C., Qiao X. An Immunosensor Detects Carcinoembryonic Antigen by Dual Catalytic Signal Enhancer-Hydrogen Peroxide Based on in-Situ Reduction of Silver Nanoparticles with Dopamine and Graphene High-Load Cobalt Tetroxide. Microchem. J. 2021;160:105602. doi: 10.1016/j.microc.2020.105602. [DOI] [Google Scholar]
- 50.Nisiewicz M.K., Kowalczyk A., Sikorska M., Kasprzak A., Bamburowicz-Klimkowska M., Koszytkowska-Stawińska M., Nowicka A.M. Poly(Amidoamine) Dendrimer Immunosensor for Ultrasensitive Gravimetric and Electrochemical Detection of Matrix Metalloproteinase-9. Talanta. 2022;247:123600. doi: 10.1016/j.talanta.2022.123600. [DOI] [PubMed] [Google Scholar]
- 51.Zhao C., Li X., An S., Zheng D., Pei S., Zheng X., Liu Y., Yao Q., Yang M., Dai L. Highly Sensitive and Selective Electrochemical Immunosensors by Substrate-Enhanced Electroless Deposition of Metal Nanoparticles onto Three-Dimensional Graphene@Ni Foams. Sci. Bull. 2019;64:1272–1279. doi: 10.1016/j.scib.2019.07.015. [DOI] [PubMed] [Google Scholar]
- 52.Yun Y.R., Lee S.Y., Seo B., Kim H., Shin M.G., Yang S. Sensitive Electrochemical Immunosensor to Detect Prohibitin 2, a Potential Blood Cancer Biomarker. Talanta. 2022;238:123053. doi: 10.1016/j.talanta.2021.123053. [DOI] [PubMed] [Google Scholar]
- 53.Wang J., Long J., Liu Z., Wu W., Hu C. Label-Free and High-Throughput Biosensing of Multiple Tumor Markers on a Single Light-Addressable Photoelectrochemical Sensor. Biosens. Bioelectron. 2017;91:53–59. doi: 10.1016/j.bios.2016.12.029. [DOI] [PubMed] [Google Scholar]
- 54.Vedhanayagam M., Nair B.U., Sreeram K.J. Effect of Functionalized Gold Nanoparticle on Collagen Stabilization for Tissue Engineering Application. Int. J. Biol. Macromol. 2019;123:1211–1220. doi: 10.1016/j.ijbiomac.2018.11.179. [DOI] [PubMed] [Google Scholar]
- 55.Jayakumar K., Camarada M.B., Rajesh R., Venkatesan R., Ju H., Dharuman V., Wen Y. Layer-by-Layer Assembled Gold Nanoparticles/Lower-Generation (Gn ≤ 3) Polyamidoamine Dendrimers-Grafted Reduced Graphene Oxide Nanohybrids with 3D Fractal Architecture for Fast, Ultra-Trace, and Label-Free Electrochemical Gene Nanobiosensors. Biosens. Bioelectron. 2018;120:55–63. doi: 10.1016/j.bios.2018.08.032. [DOI] [PubMed] [Google Scholar]
- 56.Losada J., García Armada M.P., García E., Casado C.M., Alonso B. Electrochemical Preparation of Gold Nanoparticles on Ferrocenyl-Dendrimer Film Modified Electrodes and Their Application for the Electrocatalytic Oxidation and Amperometric Detection of Nitrite. J. Electroanal. Chem. 2017;788:14–22. doi: 10.1016/j.jelechem.2017.01.066. [DOI] [Google Scholar]
- 57.Wang M., Han F. Self-Assembled 3D Hierarchical Nanostructure of Reduced GO Nanosheets Intercalated with CDs for High-Rate Supercapacitor Electrodes. J. Alloys Compd. 2017;727:991–997. doi: 10.1016/j.jallcom.2017.08.229. [DOI] [Google Scholar]
- 58.Li H., Hu X., Zhao J., Koh K., Chen H. A Label-Free Impedimetric Sensor for the Detection of an Amphetamine-Type Derivative Based on Cucurbit[7]Uril-Mediated Three-Dimensional AuNPs. Electrochem. Commun. 2019;100:126–133. doi: 10.1016/j.elecom.2019.02.002. [DOI] [Google Scholar]
- 59.Li X., Liu L., Xu Z., Wang W., Shi J., Liu L., Jing M., Li F., Zhang X. Gamma Irradiation and Microemulsion Assisted Synthesis of Monodisperse Flower-like Platinum-Gold Nanoparticles/Reduced Graphene Oxide Nanocomposites for Ultrasensitive Detection of Carcinoembryonic Antigen. Sens. Actuators B Chem. 2019;287:267–277. doi: 10.1016/j.snb.2019.02.026. [DOI] [Google Scholar]
- 60.Karaman C., Bölükbaşı Ö.S., Yola B.B., Karaman O., Atar N., Yola M.L. Electrochemical Neuron-Specific Enolase (NSE) Immunosensor Based on CoFe2O4@Ag Nanocomposite and AuNPs@MoS2/RGO. Anal. Chim. Acta. 2022;1200:339609. doi: 10.1016/j.aca.2022.339609. [DOI] [PubMed] [Google Scholar]
- 61.Choosang J., Thavarungkul P., Kanatharana P., Numnuam A. AuNPs/PpPD/PEDOT:PSS-Fc Modified Screen-Printed Carbon Electrode Label-Free Immunosensor for Sensitive and Selective Determination of Human Serum Albumin. Microchem. J. 2020;155:104709. doi: 10.1016/j.microc.2020.104709. [DOI] [Google Scholar]
- 62.Bao Y., Han K., Ding Z., Li Y., Li T., Guan M., Li G. A Label-Free Electrochemiluminescence Immunosensor for Carbohydrate Antigen 153 Based on Polypyrrole-Luminol-AuNPs Nanocomposites with Bi-Catalysis. Spectrochim. Acta—Part A Mol. Biomol. Spectrosc. 2021;253:119562. doi: 10.1016/j.saa.2021.119562. [DOI] [PubMed] [Google Scholar]
- 63.Camilo D.E., Miyazaki C.M., Shimizu F.M., Ferreira M. Improving Direct Immunoassay Response by Layer-by-Layer Films of Gold Nanoparticles—Antibody Conjugate towards Label-Free Detection. Mater. Sci. Eng. C. 2019;102:315–323. doi: 10.1016/j.msec.2019.04.055. [DOI] [PubMed] [Google Scholar]
- 64.Zhang S., Su W., Wang X., Li K., Li Y. Bimetallic Metal-Organic Frameworks Derived Cobalt Nanoparticles Embedded in Nitrogen-Doped Carbon Nanotube Nanopolyhedra as Advanced Electrocatalyst for High-Performance of Activated Carbon Air-Cathode Microbial Fuel Cell. Biosens. Bioelectron. 2019;127:181–187. doi: 10.1016/j.bios.2018.12.028. [DOI] [PubMed] [Google Scholar]
- 65.Shen Y., Tran T.T., Modha S., Tsutsui H., Mulchandani A. A Paper-Based Chemiresistive Biosensor Employing Single-Walled Carbon Nanotubes for Low-Cost, Point-of-Care Detection. Biosens. Bioelectron. 2019;130:367–373. doi: 10.1016/j.bios.2018.09.041. [DOI] [PubMed] [Google Scholar]
- 66.Gallego J., Tapia J., Vargas M., Santamaria A., Orozco J., Lopez D. Synthesis of Graphene-Coated Carbon Nanotubes-Supported Metal Nanoparticles as Multifunctional Hybrid Materials. Carbon N. Y. 2017;111:393–401. doi: 10.1016/j.carbon.2016.10.014. [DOI] [Google Scholar]
- 67.Alizadeh T., Hamidi N., Ganjali M.R., Nourozi P. Development of a Highly Selective and Sensitive Electrochemical Sensor for Bi3+ Determination Based on Nano-Structured Bismuth-Imprinted Polymer Modified Carbon/Carbon Nanotube Paste Electrode. Sens. Actuators B Chem. 2017;245:605–614. doi: 10.1016/j.snb.2017.02.024. [DOI] [Google Scholar]
- 68.Terasawa N., Asaka K. High-Performance Graphene Oxide/Vapor-Grown Carbon Fiber Composite Polymer Actuator. Sens. Actuators B Chem. 2018;255:2829–2837. doi: 10.1016/j.snb.2017.09.100. [DOI] [Google Scholar]
- 69.Sun X., Ye Y., He S., Wu Z., Yue J., Sun H., Cao X. A Novel Oriented Antibody Immobilization Based Voltammetric Immunosensor for Allergenic Activity Detection of Lectin in Kidney Bean by Using AuNPs-PEI-MWCNTs Modified Electrode. Biosens. Bioelectron. 2019;143:111607. doi: 10.1016/j.bios.2019.111607. [DOI] [PubMed] [Google Scholar]
- 70.Deiminiat B., Rounaghi G.H., Arbab-Zavar M.H., Razavipanah I. A Novel Electrochemical Aptasensor Based on F-MWCNTs/AuNPs Nanocomposite for Label-Free Detection of Bisphenol A. Sens. Actuators B Chem. 2017;242:158–166. doi: 10.1016/j.snb.2016.11.041. [DOI] [Google Scholar]
- 71.Shahrokhian S., Hafezi-Kahnamouei M. Glassy Carbon Electrode Modified with a Nanocomposite of Multi-Walled Carbon Nanotube Decorated with Ag Nanoparticles for Electrochemical Investigation of Isoxsuprine. J. Electroanal. Chem. 2018;825:30–39. doi: 10.1016/j.jelechem.2018.08.010. [DOI] [Google Scholar]
- 72.Xing Y., Wu G., Ma Y., Yu Y., Yuan X., Zhu X. Electrochemical Detection of Bisphenol B Based on Poly(Prussian Blue)/Carboxylated Multiwalled Carbon Nanotubes Composite Modified Electrode. Meas. J. Int. Meas. Confed. 2019;148:106940. doi: 10.1016/j.measurement.2019.106940. [DOI] [Google Scholar]
- 73.Dutta K., De S., Das B., Bera S., Guria B., Ali M.S., Chattopadhyay D. Development of an Efficient Immunosensing Platform by Exploring Single-Walled Carbon Nanohorns (SWCNHs) and Nitrogen Doped Graphene Quantum Dot (N-GQD) Nanocomposite for Early Detection of Cancer Biomarker. ACS Biomater. Sci. Eng. 2021;7:5541–5554. doi: 10.1021/acsbiomaterials.1c00753. [DOI] [PubMed] [Google Scholar]
- 74.Iyer M.S., Wang F.M., Jayapalan R.R., Veeramani S., Rajangam I. RGO Based Immunosensor Amplified Using MWCNT and CNF Nanocomposite as Analytical Tool for CA125 Detection. Anal. Biochem. 2021;634:114393. doi: 10.1016/j.ab.2021.114393. [DOI] [PubMed] [Google Scholar]
- 75.Aydln E.B., Aydln M., Sezgintürk M.K. Impedimetric Detection of Calreticulin by a Disposable Immunosensor Modified with a Single-Walled Carbon Nanotube-Conducting Polymer Nanocomposite. ACS Biomater. Sci. Eng. 2022;8:3773–3784. doi: 10.1021/acsbiomaterials.2c00499. [DOI] [PubMed] [Google Scholar]
- 76.Ferreira P.A.B., Araujo M.C.M., Prado C.M., de Lima R.A., Rodríguez B.A.G., Dutra R.F. An Ultrasensitive Cystatin C Renal Failure Immunosensor Based on a PPy/CNT Electrochemical Capacitor Grafted on Interdigitated Electrode. Colloids Surf. B Biointerfaces. 2020;189:110834. doi: 10.1016/j.colsurfb.2020.110834. [DOI] [PubMed] [Google Scholar]
- 77.Ferrier D.C., Honeychurch K.C. Carbon Nanotube (CNT)-Based Biosensors. Biosensors. 2021;11:486. doi: 10.3390/bios11120486. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Thapa A., Soares A.C., Soares J.C., Awan I.T., Volpati D., Melendez M.E., Fregnani J.H.T.G., Carvalho A.L., Oliveira O.N. Carbon Nanotube Matrix for Highly Sensitive Biosensors to Detect Pancreatic Cancer Biomarker CA19-9. ACS Appl. Mater. Interfaces. 2017;9:25878–25886. doi: 10.1021/acsami.7b07384. [DOI] [PubMed] [Google Scholar]
- 79.Sheng Q., Li J., Chen Y., Liang X., Lan M. Hydrophilic Graphene Oxide-Dopamine-Cationic Cellulose Composites and Their Applications in N-Glycopeptides Enrichment. Talanta. 2021;226:122112. doi: 10.1016/j.talanta.2021.122112. [DOI] [PubMed] [Google Scholar]
- 80.Sim H.S., Yetter R.A., Hong S., van Duin A.C.T., Dabbs D.M., Aksay I.A. Functionalized Graphene Sheet as a Dispersible Fuel Additive for Catalytic Decomposition of Methylcyclohexane. Combust. Flame. 2020;217:212–221. doi: 10.1016/j.combustflame.2020.04.002. [DOI] [Google Scholar]
- 81.Sun D., Li H., Li M., Li C., Qian L., Yang B. Electrochemical Immunosensors with AuPt-Vertical Graphene/Glassy Carbon Electrode for Alpha-Fetoprotein Detection Based on Label-Free and Sandwich-Type Strategies. Biosens. Bioelectron. 2019;132:68–75. doi: 10.1016/j.bios.2019.02.045. [DOI] [PubMed] [Google Scholar]
- 82.Low S.S., Loh H.S., Boey J.S., Khiew P.S., Chiu W.S., Tan M.T.T. Sensitivity Enhancement of Graphene/Zinc Oxide Nanocomposite-Based Electrochemical Impedance Genosensor for Single Stranded RNA Detection. Biosens. Bioelectron. 2017;94:365–373. doi: 10.1016/j.bios.2017.02.038. [DOI] [PubMed] [Google Scholar]
- 83.Salimi A., Kavosi B., Navaee A. Amine-Functionalized Graphene as an Effective Electrochemical Platform toward Easily MiRNA Hybridization Detection. Meas. J. Int. Meas. Confed. 2019;143:191–198. doi: 10.1016/j.measurement.2019.05.008. [DOI] [Google Scholar]
- 84.Chen X., Qu Z., Liu Z., Ren G. Mechanism of Oxidization of Graphite to Graphene Oxide by the Hummers Method. ACS Omega. 2022;7:23503–23510. doi: 10.1021/acsomega.2c01963. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Wang X.-Y., Narita A., Müllen K. Precision Synthesis versus Bulk-Scale Fabrication of Graphenes. Nat. Rev. Chem. 2018;2:0100. doi: 10.1038/s41570-017-0100. [DOI] [Google Scholar]
- 86.Yuvashree S., Balavijayalakshmi J. Graphene Based Nanocomposites for Electrochemical Detection of H2o2. Mater. Today Proc. 2019;18:1740–1745. doi: 10.1016/j.matpr.2019.05.272. [DOI] [Google Scholar]
- 87.Alam M.K., Rahman M.M., Rahman M.M., Kim D., Asiri A.M., Khan F.A. In-Situ Synthesis of Gold Nanocrystals Anchored Graphene Oxide and Its Application in Biosensor and Chemical Sensor. J. Electroanal. Chem. 2019;835:329–337. doi: 10.1016/j.jelechem.2019.01.023. [DOI] [Google Scholar]
- 88.Pal M., Khan R. Graphene Oxide Layer Decorated Gold Nanoparticles Based Immunosensor for the Detection of Prostate Cancer Risk Factor. Anal. Biochem. 2017;536:51–58. doi: 10.1016/j.ab.2017.08.001. [DOI] [PubMed] [Google Scholar]
- 89.Smith A.T., LaChance A.M., Zeng S., Liu B., Sun L. Synthesis, Properties, and Applications of Graphene Oxide/Reduced Graphene Oxide and Their Nanocomposites. Nano Mater. Sci. 2019;1:31–47. doi: 10.1016/j.nanoms.2019.02.004. [DOI] [Google Scholar]
- 90.Chiu N.F., Yang C.D., Chen C.C., Kuo C.T. Stepwise Control of Reduction of Graphene Oxide and Quantitative Real-Time Evaluation of Residual Oxygen Content Using EC-SPR for a Label-Free Electrochemical Immunosensor. Sens. Actuators B Chem. 2018;258:981–990. doi: 10.1016/j.snb.2017.11.187. [DOI] [Google Scholar]
- 91.Riberi W.I., Zon M.A., Fernández H., Arévalo F.J. Impedimetric Immunosensor to Determine Patulin in Apple Juices Using a Glassy Carbon Electrode Modified with Graphene Oxide. Microchem. J. 2020;158:105192. doi: 10.1016/j.microc.2020.105192. [DOI] [Google Scholar]
- 92.Jozghorbani M., Fathi M., Kazemi S.H., Alinejadian N. Determination of Carcinoembryonic Antigen as a Tumor Marker Using a Novel Graphene-Based Label-Free Electrochemical Immunosensor. Anal. Biochem. 2021;613:114017. doi: 10.1016/j.ab.2020.114017. [DOI] [PubMed] [Google Scholar]
- 93.Sangili A., Kalyani T., Chen S.M., Nanda A., Jana S.K. Label-Free Electrochemical Immunosensor Based on One-Step Electrochemical Deposition of AuNP-RGO Nanocomposites for Detection of Endometriosis Marker CA 125. ACS Appl. Bio Mater. 2020;3:7620–7630. doi: 10.1021/acsabm.0c00821. [DOI] [PubMed] [Google Scholar]
- 94.Zanato N., Talamini L., Silva T.R., Vieira I.C. Microcystin-LR Label-Free Immunosensor Based on Exfoliated Graphite Nanoplatelets and Silver Nanoparticles. Talanta. 2017;175:38–45. doi: 10.1016/j.talanta.2017.07.021. [DOI] [PubMed] [Google Scholar]
- 95.Nanda S., Gaur A., Kumar Duchaniya R. Synthesis, Properties and Applications of Graphene Oxide: An Overview. World Sci. News. 2020;143:17–27. [Google Scholar]
- 96.Sánchez-Tirado E., González-Cortés A., Yáñez-Sedeño P., Pingarrón J.M. Magnetic Multiwalled Carbon Nanotubes as Nanocarrier Tags for Sensitive Determination of Fetuin in Saliva. Biosens. Bioelectron. 2018;113:88–94. doi: 10.1016/j.bios.2018.04.056. [DOI] [PubMed] [Google Scholar]
- 97.Samadi Pakchin P., Ghanbari H., Saber R., Omidi Y. Electrochemical Immunosensor Based on Chitosan-Gold Nanoparticle/Carbon Nanotube as a Platform and Lactate Oxidase as a Label for Detection of CA125 Oncomarker. Biosens. Bioelectron. 2018;122:68–74. doi: 10.1016/j.bios.2018.09.016. [DOI] [PubMed] [Google Scholar]
- 98.Ma E., Wang P., Yang Q., Yu H., Pei F., Li Y., Liu Q., Dong Y. Electrochemical Immunosensor Based on MoS2 NFs/Au@AgPt YNCs as Signal Amplification Label for Sensitive Detection of CEA. Biosens. Bioelectron. 2019;142:111580. doi: 10.1016/j.bios.2019.111580. [DOI] [PubMed] [Google Scholar]
- 99.Li Y., Zhang Y., Li F., Li M., Chen L., Dong Y., Wei Q. Sandwich-Type Amperometric Immunosensor Using Functionalized Magnetic Graphene Loaded Gold and Silver Core-Shell Nanocomposites for the Detection of Carcinoembryonic Antigen. J. Electroanal. Chem. 2017;795:1–9. doi: 10.1016/j.jelechem.2017.04.042. [DOI] [Google Scholar]
- 100.Liao X., Wang X., Ma C., Zhang L., Zhao C., Chen S., Li K., Zhang M., Mei L., Qi Y., et al. Enzyme-Free Sandwich-Type Electrochemical Immunosensor for CEA Detection Based on the Cooperation of an Ag/g-C3N4-Modified Electrode and Au@SiO2/Cu2O with Core-Shell Structure. Bioelectrochemistry. 2021;142:107931. doi: 10.1016/j.bioelechem.2021.107931. [DOI] [PubMed] [Google Scholar]
- 101.Yang Y., Yan Q., Liu Q., Li Y., Liu H., Wang P., Chen L., Zhang D., Li Y., Dong Y. An Ultrasensitive Sandwich-Type Electrochemical Immunosensor Based on the Signal Amplification Strategy of Echinoidea-Shaped Au@Ag-Cu2O Nanoparticles for Prostate Specific Antigen Detection. Biosens. Bioelectron. 2018;99:450–457. doi: 10.1016/j.bios.2017.08.018. [DOI] [PubMed] [Google Scholar]
- 102.Lv H., Li Y., Zhang X., Li X., Xu Z., Chen L., Li D., Dong Y. Thionin Functionalized Signal Amplification Label Derived Dual-Mode Electrochemical Immunoassay for Sensitive Detection of Cardiac Troponin I. Biosens. Bioelectron. 2019;133:72–78. doi: 10.1016/j.bios.2019.03.033. [DOI] [PubMed] [Google Scholar]
- 103.Samadi Pakchin P., Fathi M., Ghanbari H., Saber R., Omidi Y. A Novel Electrochemical Immunosensor for Ultrasensitive Detection of CA125 in Ovarian Cancer. Biosens. Bioelectron. 2020;153:112029. doi: 10.1016/j.bios.2020.112029. [DOI] [PubMed] [Google Scholar]
- 104.Dorozhko E.V., Gashevskay A.S., Korotkova E.I., Barek J., Vyskocil V., Eremin S.A., Galunin E.V., Saqib M. A Copper Nanoparticle-Based Electrochemical Immunosensor for Carbaryl Detection. Talanta. 2021;228:122174. doi: 10.1016/j.talanta.2021.122174. [DOI] [PubMed] [Google Scholar]
- 105.Valeria G., Lassabe G., Gonz G., Alicia M. Development of an Electrochemical Immunosensor for the Determination of Molinate by Using Phages Labeled with CdS Nanocrystals as a Novel Strategy to Signal Amplification Evalo. Sens. Actuators B Chem. 2022;367:132126. doi: 10.1016/j.snb.2022.132126. [DOI] [Google Scholar]
- 106.Livas D., Trachioti M., Banou S., Angelopoulou M., Kokkinos C. 3D Printed Microcell Featuring a Disposable Nanocomposite Sb / Sn Immunosensor for Quantum Dot-Based Electrochemical Determination of Adulteration of Ewe / Goat ’ s Cheese with Cow ’ s Milk. Sens. Actuators B Chem. 2021;334:129614. doi: 10.1016/j.snb.2021.129614. [DOI] [Google Scholar]
- 107.Cadkova M., Kovarova A., Dvorakova V., Metelka R., Bilkova Z., Korecka L. Electrochemical Quantum Dots-Based Magneto-Immunoassay for Detection of HE4 Protein on Metal Fi Lm-Modi Fi Ed Screen-Printed Carbon Electrodes. Talanta. 2018;182:111–115. doi: 10.1016/j.talanta.2018.01.054. [DOI] [PubMed] [Google Scholar]
- 108.Qin X., Xu A., Liu L., Sui Y., Li Y., Tan Y., Chen C., Xie Q. Selective Staining of CdS on ZnO Biolabel for Ultrasensitive Sandwich-Type Amperometric Immunoassay of Human Heart-Type Fatty-Acid-Binding Protein and Immunoglobulin G. Biosens. Bioelectron. 2017;91:321–327. doi: 10.1016/j.bios.2016.12.051. [DOI] [PubMed] [Google Scholar]
- 109.Krishnan S., He X., Zhao F., Zhang Y., Liu S., Xing R. Dual Labeled Mesoporous Silica Nanospheres Based Electrochemical Immunosensor for Ultrasensitive Detection of Carcinoembryonic Antigen. Anal. Chim. Acta. 2020;1133:119–127. doi: 10.1016/j.aca.2020.07.080. [DOI] [PubMed] [Google Scholar]
- 110.Wei S., Xiao H., Gu M., Chen Z., Cao L. Ultrasensitive Label-Free Electrochemical Immunosensor Based on Core-Shell Au @ PtNPs Functionalized RGO-TEPA/PB Nanocomposite for HBsAg Detection. J. Electroanal. Chem. 2021;890:115216. doi: 10.1016/j.jelechem.2021.115216. [DOI] [Google Scholar]
- 111.Malla P., Liao H., Liu C., Wu W. Electrochemical Immunoassay for Serum Parathyroid Hormone Using Screen- Printed Carbon Electrode and Magnetic Beads. J. Electroanal. Chem. 2021;895:115463. doi: 10.1016/j.jelechem.2021.115463. [DOI] [Google Scholar]
- 112.Wu C., Zhou Y., Wang H., Hu J. P4VP Modified Zwitterionic Polymer for the Preparation of Antifouling Functionalized Surfaces. Nanomaterials. 2019;9:706. doi: 10.3390/nano9050706. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 113.Wang J., Hui N. Zwitterionic Poly(Carboxybetaine) Functionalized Conducting Polymer Polyaniline Nanowires for the Electrochemical Detection of Carcinoembryonic Antigen in Undiluted Blood Serum. Bioelectrochemistry. 2019;125:90–96. doi: 10.1016/j.bioelechem.2018.09.006. [DOI] [PubMed] [Google Scholar]
- 114.Serafín V., Razzino C.A., Gamella M., Pedrero M., Povedano E., Montero-Calle A., Barderas R., Calero M., Lobo A.O., Yáñez-Sedeño P., et al. Disposable immunoplatforms for the simultaneous determination of biomarkers for neurodegenerative disorders using poly(amidoamine) dendrimer/gold nanoparticle nanocomposite. Anal. Bioanal. Chem. 2021;413:799–811. doi: 10.1007/s00216-020-02724-3. [DOI] [PubMed] [Google Scholar]
- 115.Salahandish R., Haghayegh F., Ayala-charca G., Eun J., Khalghollah M., Zare A., Far B., Berenger B.M., Dong Y. An Electrochemical Dual-Immuno-Biosensor Accompanied by a Customized Bi-Potentiostat for Clinical Detection of SARS-CoV-2 Nucleocapsid Proteins. Biosens. Bioelectron. 2022;203:114018. doi: 10.1016/j.bios.2022.114018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Shen Z., Ni S., Yang W., Sun W., Yang G. Redox Probes Tagged Electrochemical Aptasensing Device for Simultaneous Detection of Multiple Cytokines in Real Time. Sens. Actuators B Chem. 2021;336:129747. doi: 10.1016/j.snb.2021.129747. [DOI] [Google Scholar]
- 117.Shu Y., Su T., Lu Q., Shang Z., Feng J., Jin D., Zhu A., Xu Q., Hu X. Paper-Based Electrochemical Immunosensor Device via Ni-Co MOF Nanosheet as a Peroxidase Mimic for the Label-Free Detection Of. Sens. Actuators B Chem. 2022;373:132736. doi: 10.1016/j.snb.2022.132736. [DOI] [Google Scholar]
- 118.Boonkaew S., Jang I., Noviana E., Siangproh W., Chailapakul O., Henry C.S. Electrochemical Paper-Based Analytical Device for Multiplexed, Point-of-Care Detection of Cardiovascular Disease Biomarkers. Sens. Actuators B Chem. 2021;330:129336. doi: 10.1016/j.snb.2020.129336. [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
Not applicable.