Abstract
Bioanalytical methods have experienced unprecedented growth in recent years, driven in large part by the need for faster, more sensitive, more portable (“point of care”) systems to detect protein biomarkers for clinical diagnosis. Electrochemical detection strategies, used in conjunction with immunosensors, offer advantages, because they are fast, simple, and low cost. Recent developments in electrochemical immunosensors have significantly improved the sensitivity needed to detect low concentrations of biomarkers present in early stages of cancer. Moreover, the coupling of electrochemical devices with nanomaterials, such as gold nanoparticles, carbon nanotubes, magnetic particles, and quantum dots, offers multiplexing capability for simultaneous measurements of multiple cancer biomarkers. This review will discuss recent advances in the development of electrochemical immunosensors for the next-generation of cancer diagnostics, with an emphasis on opportunities for further improvement in cancer diagnostics and treatment monitoring. Details will be given for strategies to increase sensitivity through multi-label amplification, coupled with high densities of capture molecules on sensor surfaces. Such sensors are capable of detecting a wide range of protein quantities, from ng to fg (depending on the protein biomarkers of interest), in a single sample.
Keywords: Biomarkers, Electrochemistry, Immunoassay, Amplification, Microfluidics, Nanomaterials, Multiplexing
A biomarker is defined as “a characteristic that is objectively measured and evaluated as an indicator of normal biological processes, pathogenic processes, or pharmacological responses to a therapeutic intervention”.1 One important class of biomarkers includes proteins that, when present at elevated or depressed concentrations in serum, tissue or saliva, can be indicative of disease states. The development of reliable, cost effective, powerful detection and monitoring strategies for cancer is particularly important, due to the disease’s prevalence, high rates of recurrence, and potential lethality. To avoid false positives in cancer diagnosis that can arise from population variations in expression of a single biomarker, simultaneous measurements of a panel of protein biomarkers are typically required.2–4 These biomarker panels hold enormous potential for early cancer detection and personalized therapy. 5–7
This review focuses on the development of electrochemical detection strategies for cancer protein biomarkers, including prostate specific antigen (PSA), prostate specific membrane antigen (PSMA), platelet factor 4 (PF-4), interleukin 6 (IL-6), interleukin 8 (IL-8), carcinoembryonic antigen (CEA), cancer antigens (e.g., CA-125, CA-199), c-reactive protein (CRP), and alpha feto-protein (AFP). As an example, PSA is produced by the cells of the prostate gland and is typically elevated in the presence of prostate cancer. The threshold level in clinical screening is 4 ng mL−1, with normal PSA levels in healthy men generally lower, and PSA levels in cancer patients usually found in a range from the threshold up to 10 ng mL−1.8 Prostate specific membrane antigen (PSMA) is a cell surface glycoprotein expressed by prostate epithelial cells and found at elevated levels in patients with prostate cancer. Abnormal levels of PSMA are also associated with solid tumors such as breast, lung, ovary, bladder, and intestinal tract cancers.9,10 Interleukin-6 (IL-6) is a multifunctional cytokine associated with several different cancers, including head and neck squamous cell carcinoma (HNSCC). Mean serum IL-6 levels in healthy individuals are typically less than 6 pg mL−1, whereas in patients with HNSCC, the levels are 20 pg mL−1 or greater.11 Serum IL-6 is also elevated in colorectal, gastrointestinal, and prostate cancers. Carcinoembryonic antigen is a glycoprotein, most often associated with colorectal cancer, but also found at elevated levels in patients with breast cancer, ovarian cancer, and lung cancer. The normal levels of CEA in healthy adults are in the range 3–5 ng mL−1 although these levels increase up to 10 ng mL−1 in some benign diseases.12 The broad range of clinically relevant concentrations for different biomarkers presents challenges for multiplexed detection. At the same time, the large variations in biomarker levels among healthy individuals suggest that accurate diagnosis will require measurement of a panel of biomarkers, rather than a single test.
Today, most clinical protein biomarker detection is done using an enzyme-linked immunosorbent assay (ELISA),13 but requirements for relatively expensive test kits and bulky plate readers limit ELISA’s usefulness for point of care (POC) diagnostics. LC-MS-based proteomics are gaining importance for biomarker discovery, but are currently too expensive and technically complex for routine clinical diagnostics.14–15 Alternatively, antibody-coated microarrays are being developed in 96 or 384 well plate format using colorimetric detection methods (Quansys Biosciences, SABiosciences). These arrays are simple, highly selective, and allow multiplexed measurement of proteins.16–19 At present, there are several commercially available automated or semi-automated analyzers for multiplexed protein measurements, employing fluorescence (Luminex, Myriad RBM), electrochemiluminescence (ECL) (Roche Diagnostics, Mesoscale Discovery), or surface plasmon resonance (Horiba Inc, BIO-RAD) measurement technologies. Assay kits are available for measurement of up to 10 selected target proteins per sample with detection limits (DL) of 1–100 pg mL−1 in serum.4 These commercial instruments require specialized consumables, including sample well plates, chips, and reagent kits 20 which are expensive and, thus, limit their usefulness for point-of-care (POC) applications where resources are limited. Fluorescence-based detection strategies typically require laser sources and precise alignment of optical components, whereas electrochemical detection strategies offer robust, quantitative measurements using low-cost, simple instrumentation.21–22
Devices for POC detection of protein biomarkers must be sensitive, robust, simple to operate, and low cost. For successful clinical application, they must also be accurate for normal as well as elevated levels of target protein concentrations, and be resistant to interference from non-targeted proteins. Such systems could enable rapid and inexpensive cancer testing in decentralized and under-resourced settings. New technologies using nanomaterials—such as magnetic particles, gold nanoparticles, quantum dots, and carbon nanotubes--are being developed to increase the sensitivity of electrochemical detection of cancer biomarkers.23 The low detection limits achievable by such methods could facilitate early detection of cancer and offer greater diagnostic accuracy. This review focuses on different strategies for electrochemical detection of protein biomarkers, especially those applicable to POC testing for cancer. The review begins with a brief overview of different electrochemical methods in use for immunosensor development. Then there are sections that discuss immunosensors based on magnetic beads, the use of multi-enzyme labels, and immunoassays using nanoparticles as labels. Next, the use of carbon nanotubes for improved electrode performance is discussed in detail followed by sections on electrochemiluminescence and recent advances in coupling electrochemical immunosensors with microfluidics. The final section covers recent demonstrations of electrochemical measurements by paper-based microfluidic devices. Although these devices have not yet been employed for cancer biomarker detection, paper-based microfluidics show tremendous promise for bringing down the cost per assay.
Electrochemical Methods
Various forms of voltammetry (linear sweep, differential pulse, squarewave, stripping), and amperometry are the most widely used electrochemical methods for detection of protein biomarkers. These methods work as follows: 1) a tracer antibody is labeled with an electroactive species, such as an enzyme, metal nanoparticle, or quantum dot; 2) the tracer is allowed to bind with analyte, possibly through an intermediate primary antibody, and thus immobilized on an electrode surface; and 3) the concentration of the targeted biomarker is quantified by applying a potential and measuring the resulting current at the electrode. In essence, the applied potential drives a redox reaction of the labeled electroactive species and provides a current signal that is proportional to the concentration of the antibody-bound analytes. The various versions of voltammetry differ in the waveform of the applied voltage and the phase of the waveform during which currents are measured. Stripping voltammetry (SV) is a special case in which the electroactive species are ionic species, and is typically used for the determination of trace amounts of metals in solution. The applied potential necessary for oxidation (stripping) of the metal ion can be used to discriminate among multiple metal species, allowing nearly simultaneous measurement of different analytes. For biomarkers, this type of multiplexed measurement can be achieved by attaching different metal or nanoparticle tags to the respective secondary antibodies.
Electrochemical detection strategies employing nanostructured surfaces, nanoparticle labels, and magnetic beads offer new opportunities for highly sensitive protein detection.4, 24–27 Most of the strategies discussed below employ the sandwich immunoassay approach, in which the sensor surface is first functionalized with capture antibodies (Ab1) or aptamers to capture the protein analyte of interest. After the introduction of the sample, and rinsing steps, a tracer enzyme- or nanoparticle-labelled antibody (Ab2) is added to bind to the captured analyte protein. The use of multiply-labelled antibodies or other amplification strategies (e.g., enzyme labelled magnetic beads or gold nanoparticles) can enhance the sensitivity of the detection. A summary of the assorted measurement strategies, the achieved limits of detection, and the clinically important range for different biomarkers can be found in Table 1.
Table 1.
Strategy | Biomarkers | Sample volume, μL | Labels | Detection Limit | Linear range | Ref. |
---|---|---|---|---|---|---|
Stripping Voltammetry | IgG | 35 | AuNPs | 3 pM | 0.5–100 ng/mL | 52 |
Cardiactroponin I | 50 | Ag | 0.5 ng/mL | 0.8–5 ng/mL | 53 | |
β-microglobulin g | 50 | ZnS | - | N/A | 54 | |
IgG | CdS | 3.3 fmol | - | |||
BSA | PbS | 7.5 fmol | - | |||
CRP | CuS | - | - | |||
Squarewave Voltammetry | IgG | 50 | SWCNT-AP | 67 aM | 50–150 fg/mL | 40 |
IgG | 50 | Polystryrene-DNA | 2 pg/mL | 0.1–500 ng/mL | 39 | |
Differential pulse Voltammetry | PSA | 950 | Ab2-AP | 1.4 ng/mL | 0–20 ng/mL | 37 |
T-PSA | NA | Label free | 0.25 ng/mL | NA | 67 | |
hIgG | 150 | AuNP-HRP | 260 pg/mL | NA | 49 | |
Amperometry | PSA | 10 | MB-HRP | 0.5 pg/mL | 0–10 pg/mL | 43 |
fPSA | 20 | Ab2-HRP | < 0.1 ng/mL | 0–1 ng/mL | 38 | |
IL-6 | 10 | Biotin-Ab2-Str-HRP | 10 pg/mL | 20–4000 pg/mL | 46 | |
MMP-3 | 10 | Polybead-HRP | 4 pg/mL | 4–300 pg/mL | 47 | |
IL-8 | 10 | Str-MB-HRP | 1 fg/mL | 1–500 fg/mL | 44 | |
CEA | NA | MB-Au-HRP | 10 pg/mL | 0.01–160 ng/mL | 45 | |
GHS-HRP | 1.5 pg/mL | 0.01–200 ng/mL | 48 | |||
IL-6 | 10 | MWCNT-HRP-Ab2 | 0.5 pg/mL | 0.5–5 pg/mL | 50 | |
IL-6 & | 5 | MWCNT-HRP-Ab2 | 8 pg/mL | 8–1000 pg/mL | 51 | |
PSA | 5 pg/mL | 5–4000 pg/mL | ||||
PSA | 10 | MWCNT-HRP-Ab2 | 4 pg/mL | 0.4–40 ng/mL | 42 | |
CV Amperometry | AFP | NA | Label free | 8 pg/mL | 0.25–250 ng/mL | 65 |
IL8 mRNA & | 10 aM | 0–10 pM | 96 | |||
IL-8 & | 4 | 200 fg/mL | NA | - | ||
IL-1β | 100 fg/mL | NA | - | |||
IL-8 mRNA & | 50 | Antifluorescein-HRP | 3.9 fM | 5 fM-50 pM | 97 | |
IL-8 | HRP-Ab2 | 7.4 pg/mL | 10–500 pg/mL | - | ||
CEA & | NA | HRP-Ab2 | 0.2 ng/mL | 0–200 ng/mL | 98 | |
CA 15-3 & | 5.2 U/mL | 0–80 U/mL | - | |||
PSA | 2 ng/mL | 0–80 ng/mL | - | |||
PSA & | 5 | MB-HRP-Ab2 | 0.23 pg/mL | 0–20 pg/mL | 99 | |
IL-6 | 0.3 pg/mL | 0–20 pg/mL | - | |||
IL-6 | 1 | Ab2-Poly-HRP | 10 fg/mL | 10–1300 fg/mL | 100 | |
Electrochemil uminescence | CEA | 100 | CdTe Qdots | 0.01 ng/mL | 0.05–200 ng/mL | 73 |
TNF-α | 100 | Thiocoline- [Ru(bpy)3]2+ | 3.4 pg/mL | NA | 75 | |
PSA | 20 | AuNR-GOx-Ab2 | 8 pg/mL | 0.01–8 ng/mL | 76 | |
A-fetoprotein | 5 | Ab2-AuNP-DNA-Hemin | 1 fg/mL | 0.01 pg/mL-1ng/mL | 77 | |
PSA | 225 | [Ru(bpy)3]2+-NHS | 1.7 pg/mL | NA | 80 | |
p-53 | 50 | Ab2-[Ru(bpy)3]2+ | 10 pg/mL | 0.01–1000 ng/mL | 81 | |
CRP | 20 | MB-PSB- [Ru(bpy)3]2+ | 10 ng/mL | 0.01–10 μg/mL | 83 | |
CRP | 50 | Liposome- [Ru(bpy)3]2+ | 100 ng/mL | 0.1 – 10 μg/mL | 84 | |
AFP | 50 | Ab2- [Ru(bpy)3]2+ | 5 pg/mL | 0.5 – 8000 ng/mL | 82 | |
PSA | 10 | Ab2-Si-[Ru(bpy)3]2+ | 40 pg/mL | 0.04 – 5 ng/mL | 85 | |
PSA & | 5 | Ab2-Si-[Ru(bpy)3]2+ | 1 pg/mL | 0.001–10 ng/mL | 86 | |
IL-6 | - | - | 0.25 pg/mL | 0.0025 – 2 ng/mL | - | |
CEA | NA | Au-SiO2-CdSe-CdS | 64 fg/mL | 0.32 pg/mL- 10 ng/mL | 88 | |
AFP & | 2 | Ab2-[Ru(bpy)3]2+ | 0.15 ng/mL | 0.5–100 ng/mL | 94 | |
CA-125 & | - | - | 0.6 U/mL | 1.0 –100 U/mL | - | |
CA 199 & | - | - | 0.17 U/mL | 0.5 –100 U/mL | - | |
CEA | - | - | 0.5 ng/mL | 1.0 –100 ng/mL | - |
Magnetic Bead Based Immunoassays
The use of magnetic beads to develop diagnostic devices is gaining in popularity. For example, magnetic beads have been used as substrates for the capture antibodies or for target antigens in immunoassays and enzyme linked immunoassays.21, 28–32 Magnetic beads have fast reaction kinetics compared to bulk-solid surfaces, high surface area per unit volume (owing to their small diameter), and good stability.33–34 Moreover, the relative ease of surface modification with functional groups, DNA, enzymes, or antibodies greatly contributes to the utility of beads in development of sensitive, rapid electrochemical immunoassay systems.35–36
Fig. 1 shows a typical immunoassay scheme in which magnetic beads are used for solution-based capture of analytes, and then drawn to the surface using an external magnet for electrochemical detection. Zani et al. employed this scheme in 8-electrode, screen-printed array format for the detection of PSA.37 PSA was captured on the magnetic beads, the captured beads were bathed with AP-enzyme-labelled antibody, and measured using differential pulse voltammetry, achieving a detection limit of 1.4 ng mL−1for the PSA.
Sarkar et al. reported electrochemical detection of free PSA (f-PSA) using magnetic beads on a 3 electrode screen-printed sensor.38 They performed immunoassays on the magnetic beads in a cuvette with horseradish peroxidase (HRP)-labelled secondary antibodies, then transferred the beads to the sensor surface. Upon introduction of the hydrogen peroxide substrate, Sarkar et al. used the amperometric response of the HRP labels to measure the analyte concentrations on the beads, with a detection limit (DL) of < 0.1 ng mL−1 f-PSA. Wang and co-workers reported an ultrasensitive sandwich immunoassay for immunoglobulin G (IgG) that used anti-IgG-modified magnetic beads to capture IgG, followed by the addition of polystyrene tags functionalized with DNA and anti-IgG.39 After binding, the DNA was released from the tags in alkaline solution, dipurinized by acid, and measured by stripping potentiometry of the free guanine nucleobases at the graphite electrode, achieving a DL of 2 pg mL−1. Using a similar immunoassay protocol, Munge et al. used square wave voltammetry, a substrate of 1-naphthyl-phosphate, and carbon nanotube (CNT) tags conjugated with thousands of catalytic alkaline phosphatase (AP) enzymes for signal amplification to achieve an ultralow detection of 67 aM of IgG.40 Willner and Katz demonstrated another strategy employing magnetic beads to control the bioelectrocatalytic processes that can be employed for developing immunosensors.22 Rotation of magnetic particles (MPs) by external magnetic fields, to increase bioelectrocatalytic activity, is a common practice, and Willner and Katz studied the effect of such rotation on the kinetics of electron transfer in two bioelectrocatalytic systems (pyrroloquinoline-quinone-functionalized MPs that oxidize NADH, and ferrocene-functionalized MPs that mediate the bioelectrocatalyzed oxidation of glucose in the presence of glucose oxidase).41
Multienzyme Labelled Immunoassays
Signal amplification for target protein detection can be achieved by loading greater numbers of biomolecules or multienzymes onto nanoparticle probes. Magnetic beads, CNTs, polymer beads, and streptavidin-biotin complexes have been used for multienzyme labelling to achieve signal amplification. A major factor affecting the sensitivity of the detection strategy is the non specific binding (NSB) of bioconjugates (enzyme labelled-Ab2) that arises when the bioconjugates bind to non-antigen sites on the sensor during immunoassay fabrication. In NSB, the bioconjugates generate a signal, but it is not proportional to the analyte concentration, which can raise the detection limit of the strategy and decrease the sensitivity of the assay. NSB can be minimized by washing with bovine serum albumin or casein with a small quantity of detergent such as Tween-20 in the wash buffer in NSB blocking steps in the assay. There is no universal blocking agent for NSB in any type of protein detection system. To avoid NSB arising from a potential amplification strategy, a thorough characterization of the amplifying formulation is needed. An NSB blocking protocol for any specific assay is often a trial and error process. Wang et al. reported the use of multi-enzyme labelled CNTs for ultrasensitive detection of DNA and protein (IgG).21 Multiwall carbon nanotubes (MWCNT) were coated with detection antibodies and thousands of alkaline phosphatase enzymes, resulting in detection of proteins at the fM level. In subsequent work, they used a layer-by-layer (LbL) approach in conjunction with square wave voltammetry to achieve a DL of 67 aM for IgG in buffer.40 In the LBL method, MWCNTs (which are negatively charged) were coated with four alternating layers of poly(diallyl dimethyl ammonium chloride) (PDDA)--which is cationic -- and alkaline phosphatase (AP) – which is anionic. Finally these multiple layers were given a coating of PDDA, then poly(sodium 4-styrenesulfonate) (PSS), and anti-IgG antibody. The LBL result was the bioconjugate MWCNT-(PDDA/AP)4-PDDA-PSS-Ab2 (Fig. 2e). To run the assay, magnetic beads that had been coated with Ab1 were used to capture IgG, after which the MWCNT bioconjugates were allowed to bind to the IgG. The catalytic product of AP with 1-naphthyl phosphate was detected using a CNT modified glassy carbon electrode. The LBL approach yielded a tenfold increase in the detection limit for the target DNA. Careful attention is required when MWCNTs are used for bioconjugation during the separation of unbound biomolecules. Usually, the mixture is centrifuged and supernatant (unbound biomolecules) is removed to separate the conjugated MWCNTs. Multiple washings of the bioconjugates are essential to remove the unbound entities completely to avoid the free unbound biomolecules in the bioconjugates dispersion which affect the sensitivity of detection strategy.
Rusling et al. fabricated a gold nanoparticle (AuNP) immunosensor by depositing a dense, 5 nm layer of glutathione-decorated AuNPs onto a 0.5 nm polycation layer, atop a pyrolitic graphite surface.43 A DL of 0.5 pg mL−1 for PSA was achieved using 1 μm magnetic-bead-Ab2-HRP bioconjugates, coated with ~7500 HRPs per bead (Fig. 2f), and the PSA in patient samples was successfully measured with good correlation to commercial ELISA results. Immunosensor responses were measured by rotating disk amperometry, using H2O2 substrate to activate HRPFeIII to a ferryloxyHRP species (HRPFeIV=O), and hydroquinone (H2Q) as a mediator for the reduction of HRPFeIV=O (Scheme 1) which resilted in a steady state current proportional to protein concentration. Separation of the magnetic bead bioconjugtaes from unbound Ab2 and HRP is easy compared to other multi-enzyme bioconjugates. A simple external magnet can be used to isolate the conjugated magnetic beads from the suspension. Rusling et al. also reported an AuNP immunosensor, that used Ab2-biotin-streptavidin-enzyme bioconjugates (Fig. 2c), instead of labelled magnetic beads, to acheive a DL of 10 pg mL−1 for IL-6 in calf serum.46 The accuracy of this AuNP immunosensor was demonstrated by determining IL-8 in conditioned growth media from HNSCC cells, which gave good correlation to results from a commercial ELISA kit.44 In another strategy, 0.5 μm multi-labelled polymeric beads (polybeads–HRP-Ab2) were used to achieve a DL of 10 pg mL−1 for matrix metalloproteinase 3 (MMP-3) in calf serum.47
An amplification strategy using thionine-doped magnetic gold nanospheres mutliply labelled with HRP (Fig. 2i) has been reported, capable of detecting CEA at 5 pg mL−1.45 In this work a sandwich immunoassay was built on an anti-CEA/protein-A/gold nanoparticle-modified carbon fiber microelectrode and the electrochemical signal was developed by the reduction of H2O2 by HRP labels on the magnetic gold nanospheres. The same sandwich assay, assembled directly on gold electrodes rather than carbon fiber electrodes, was used for the detection of CEA with a DL of 10 pg mL−1.48 Ambrosi et al. reported a magnetic microbead-based immunoassay that used gold nanoparticles labelled with anti-human IgG, HRP conjugated antibody to enhance the signal, and obtained a detection limit of 260 pg mL−1 for human IgG.49 Carbon nanotubes have also been very successfully used as substrates for multiple enzyme labels. Malhotra et al. demonstrated an ultrasensitive electrochemical immunosensor used to measure a broad concentration range of the oral cancer biomarker IL-6 in a representative panel of HNSCC cells.50 The immunosensor used a carbon nanotube forest electrode, together with MWCNT with multiple labelling (Fig. 4b). When using MWCNTs decorated with Ab2 and 106 (average) HRP labels per nanotube (Fig. 2d) a detection limit of 0.5 pg mL−1 was obtained, as compared with a DL of 30 pg mL−1 obtained when using streptavidin bound to biotinylated Ab2 with 14–16 HRPs (Fig. 2c). Wan et al. also used MWCNTs multiply labelled with HRP and conjugated to secondary antibodies.51 In conjunction with screen-printed carbon electrodes, they achieved multiplexed detection of PSA with a DL of 5 pg mL−1 and IL-6 with a DL of 8 pg mL−1 in buffer (Fig. 3c).
Nanoparticle Labelled Immunoassays
Nanoparticles exhibit physical or chemical properties that are different than the bulk form of the same materials. Nanoparticles have larger surface area-to-volume ratios than macroparticles, which confers a higher binding efficiency in biomedical applications. Dequaire et al. first demonstrated the use of nanoparticles as direct labels in electrochemical immunoassays.52 After Ab2-nanoparticle bioconjugates bound to captured analytes, the nanoparticles were dissolved in acid to produce a large number of electroactive metal ions. The researchers obtained a DL of 3 pM for IgG in buffer, using anodic stripping voltammetry to measure the released gold ions. A strategy involving magnetic accumulation of gold nanoparticles, and their use to catalyze precipitation of Ag to produce large concentrations of electrochemically detectable metal ions, provided a DL of 0.5 ng mL−1 for cardiac troponin I.53 Liu et al. demonstrated an electrochemical immunoassay for simultaneous measurement of multiple proteins, involving multiple types of semiconductor nanocrystal labels (Fig 3a).54 Anti-β2-microglobulin, anti-IgG, anti-bovine serum albumin, and anti-C-reactive protein antibodies were labelled with zinc sulfide, cadmium sulfide, lead sulfide and copper sulfide nanocrystals, respectively, then allowed to bind with their target proteins on magnetic beads. The four species of metal ions, generated by dissolving the nanocrystals in acid, were separately detected using stripping voltammetry to achieve fmol detection limits. Wang reviewed different strategies for conjugating Ab2-nanoparticles or Ab2-polymer beads with electroactive labels, and releasing these labels for electrochemical detection.55 Daniels et al. reviewed immunosensors that use a label-free impedance method; this method usually requires additional amplification strategies to improve the sensitivity of detection.56 Another interesting nanoparticle-based amplification strategy uses metal nanoparticle labels to catalyze subsequent silver deposition, bridging a gap between electrodes leading to a readily measurable change in conductivity.57–58 Park et al. used this method with AuNPs functionalized with oligonucelotides, and gold electrodes functionalized with the complementary target DNA sequence, obtaining a detection limit of 500 fM target DNA.57
Carbon Nanotube Based Electrode Surfaces
Large surface area, high conductivity, and easy chemical modification are the highly desirable properties of electrode surfaces for use in electrochemical immunosensors. Carbon nanotubes are particularly well-suited for use in sensor surface modifications, due to their high chemical and thermal stability, large surface area per volume and high conductivity.59 The application of CNTs to electronic and electrochemical detection of biomolecules is very well reviewed, but we will briefly cover the most relevant developments here.60–62 In most cases nanotubes need to be functionalized before use. Treatment with strong acids, such as HNO3 and H2SO4, imparts carboxyl groups, which can then be used for conjugation with biomolecules, such as proteins. Rusling’s group developed nanostructured electrodes composed of densely packed films of upright single-wall carbon nanotube (SWCNT) sections (forests) and used them for ultrasensitive detection of PSA.42 The sensitivity of detection was further enhanced by attaching the tracer antibody to carbon nanotubes with multiple HRP labels giving a DL of 4 pg mL−1 for PSA spiked into undiluted calf serum. A similar strategy was employed in a 4-electrode SWCNT forest array for simultaneous detection of multiple protein biomarkers in patient serum samples: PSA, prostate specific membrane antigen (PSMA), platelet factor 4 (PF-4), and IL-6.63 The accuracy of the immunoarray was confirmed by cross validation with the corresponding ELISAs. SWCNT forests provided significant enhancement to the sensitivity of the immunosensor, due to a 10–15 fold greater number of capture antibodies immobilized on the sensor surface than on a flat immunosensor.64 These results suggest that multiply-labelled detection probes used in conjunction with electrode surfaces modified to yield a high capture density can result in immunosensor assemblies capable of detecting a wide range of protein concentrations with sub pg mL−1 sensitivity. A comparison of immunosensors under similar assay conditions from Rusling’s group revealed that the AuNP modified platform yielded a three-fold better detection limit than SWCNT-based immunosensors for the detection of IL-6 cancer biomarker in calf serum employing Ab2-biotin-streptavidin-enzyme bioconjugates.46
A novel amperometric immunosensor built on a glassy carbon electrode modified with silver-MWCNT (Ag-MWCNT) composite (Fig. 4d) was developed to detect α-1-fetoprotein, an oncofetal glycoprotein biomarker found in several malignant diseases.65 A chitosan–MnO2 protective film was added on top of the Ag-MWCNT composite to prevent leaking of the composite from the electrode surface, and then gold nanoparticles were electrodeposited on the electrode to immobilize anti- α-1-fetoprotein. This immunosensing setup was able to quantitate α-1-fetoprotein with a detection limit of 0.08 ng mL−1. Gao et al. developed an immunosensor for CEA using layer-by-layer assembly of positively charged carbon nanotubes wrapped by PDDA and negatively charged poly(sodium-p-styrene-sulfonate).66 Gold nanoclusters were then electrodeposited on the layered sensor surface, resulting in a high surface area and a biocompatible environment for the immobilization of capture antibodies. The immunosensor assembly could detect down to 60 pg mL−1 of CEA using cyclic voltammetry (CV).
Another approach employing composite membranes of phenoxiazine dye Azure I as a redox mediator and MWCNT with AuNP adsorbed on the sensor surface, further improved the sensitivity of the system, yielding a detection limit of 40 pg mL−1 CEA.68 Finally, carbon nanotube-array-based label free electrochemical detection systems are also being developed in which the nanotube electrode tips are modified for biorecognition. Okuno et al. fabricated a label-free immunosensor using microelectrode arrays modified with SWCNT (Fig. 4e) for the detection of total PSA (T-PSA) by differential pulse voltammetry.67 The current signals from the oxidation of tyrosine and tryptophan in the T-PSA bound to the antibodies immobilized on the SWNT sensors gave a DL of 0.25 ng mL−1 for T-PSA.
Electrochemiluminescence-Based Immunoassays
Electrochemiluminescence (ECL) is a process in which light emission is initiated by a redox reaction occurring at an electrode surface, and its use in analytical applications has grown significantly in recent years. Several excellent reviews have reported on the mechanism, advantages and applications of this highly sensitive and selective analytical method.69–71 Advantages include use of the applied potential for precise control of reaction kinetics, compatibility with solution-phase and thin film formats, and the specificity arising from the dual requirement of a chemical label and physical localization on an electrode for signal generation. Protein measurement using ECL is typically done using particle-based immunoassays in which the ECL labels are tagged to nanoparticle bioconjugates, such as silica nanoparticles or magnetic beads, which are immobilized on the sensor surface, and the ECL signal, which is proportional to protein concentration, is measured by a charge-coupled device (CCD) or a photomultiplier tube (PMT). The most frequently used ECL label is tris (2,2′-bipyridyl) ruthenium(II), ([Ru(bpy)3]2+), which emits light when its oxidized form reacts with a suitable reductant.{Debad, 2004 #66} Even though a number of small molecules, ions73–74 or enzymes75–77 can be used as co-reactants, tripropylamine (TPrA) provides the highest sensitivity and so is the most commonly used reductant for [Ru(bpy)3]2+ labels.70–71 The ECL process in this system is initiated by oxidation of the sacrificial reductant TPrA at 0.9V (using a saturated calomel electrode (SCE) reference), and the resulting products then react in a complex pathway with [Ru(bpy)3]2+ to yield [Ru(bpy)3]2+• (Scheme 2). The [Ru(bpy)3]2+/TPrA system has been used to detect cancer biomarkers, such as cancer antigen 125,78 adrenocorticotropic hormone,79 PSA,80 P53 protein,81 alpha-fetoprotein (AFP),82 C-reactive protein,83–84 and others. ECL using 100 nm [Ru(bpy)3]2+-silica nanoparticle labels has been used for the detection of PSA in the serum of cancer patients by employing single-wall carbon nanotube forest immunosensors.85 Bead-based ECL immunoassays have been commercialized (e.g., Mesoscale Discovery), with typical DLs of 1–10 pg mL−1 for most of the protein kits. However, commercial assay kits and instruments are relatively expensive. Current research efforts are focused on higher sensitivity, faster measurements, using small sample volumes at low cost.
Rusling’s group recently reported an SWCNT microwell array for highly sensitive two analyte ECL detection on a 1 × 1 inch pyrolytic graphite chip (Fig. 5d).86 The ECL array featured 10μL bottomless wells, patterned in a hydrophobic polymer. SWCNT forests are fabricated on the graphite chip surface in the wells and attached with antibodies for capture of analyte proteins. Silica nanoparticles containing [Ru(bpy)3]2+ and antibodies (RuBPY-silica-Ab2) were added to bind to the captured proteins and the emitted light was measured with a CCD camera. The confinement of the analytical spots by hydrophobic wall barriers enabled simultaneous measurement of PSA and IL6, with a DL of 1 pg mL−1 for PSA and 0.25 pg mL−1 for IL6, and showed excellent correlation with single-protein ELISAs.
Walt’s group reported an optical fiber array employing polystyrene beads to detect multiple antigens simultaneously using ECL.87 In this approach, antibody-coated beads were combined with sample containing the analyte of interest and then biotinylated detection antibody, which later captured streptavidin conjugated to [Ru(bpy)3]2+. The resulting complexes were then collected into microwells of an electrode prepared from etched fiber optic bundles coated with gold. The presence of analyte was determined by collecting the ECL from the array with an EM-CCD camera connected to a microscope. The group demonstrated the method using VEGF, IL-8 and TIMP-1 as model proteins. The amplification of an ECL signal using various nanoparticles has also been demonstrated.23, 88
A recent study demonstrated an ECL-based immunoassay that employed CdTe Qdots as ECL labels and dithiopersulfate as the coreactant. Using this system with ultra-thin, nanoporous gold leaf electrodes, a detection limit of 10 pg mL−1 for CEA was achieved.73 Jie et al. reported a highly sensitive immunosensor for CEA, using a hybrid Au-silica-CdSe-CdS QD nanostructure that enhanced ECL intensity by 17-fold compared to pure QDs.88 The hybrid structure had a core of CdSe-CdS QDs covered with a dense monolayer of AuNPs, which, in turn, were coated in silica shells (Fig. 5a). The ECL intensity decreased with increasing CEA concentration, giving a DL of 64 fg mL−1 for CEA. The decrease in ECL intensity was attributed to increased steric hindrance of the transfer of electrons and K2S2O8 after formation of the immunocomplex. Another high sensitivity ECL immunosensor using quantum dots was reported by Lin et al., who employed LBL modification of CNT and CdS quantum dots on a glassy carbon electrode for the detection of AFP.77 After the sensor surface was modified with AuNP and capture antibodies, an immunocomplex was formed with bio-bar-coded (G-quadruplex DNA + hemin) AuNP conjugated with Ab2 (Fig. 5b). The researches attributed the resulting decrease in the QD ECL intensity primarily to the consumption of ECL coreactant (O2) by the bio-bar-code, which electrocatalyzes reduction of dissolved O2. This yielded a DL of 1 fg mL−1 for AFP. Another study used an ECL detection system based on luminal in the presence of glucose and O2 yielded a detection limit of 8 pg mL−1 for PSA (Fig. 5c). In that study, Xu et al. used a graphene-composite-modified electrode coated with primary antibody, and gold nanorods multilabelled with glucose oxidase (GOx). The gold nanorods acted as carriers of enzymes and Ab2, but also catalyzed the ECL reaction of luminol, amplifying the signal and enabling the low DL.
Microfluidic Immunoassays and Arrays
Microfluidics-based immunoassays offer various advantages over conventional methods, because they require smaller quantities (often only nanoliters) of reagents and samples, can speed up antibody-antigen interaction (due to high surface-area-to-volume ratios and smaller length scales), and are adaptable to automated fluid handling (which can improve reproducibility and throughput). Moreover, the basic materials used to fabricate microfluidic devices can be inexpensive. These advantages make microfluidic devices promising tools for POC assays of clinical biomarkers. The goals of microfluidics research for these applications are to create sensitive, integrated, portable, clinical diagnostic tools that can detect multiple biomarkers in minimal time and with minimal sample and reagent requirements. Heineman’s group was among the first to integrate microfluidics with electrochemical detection of proteins.30, 89–90 These systems used sandwich immunoassays in which alkaline phosphatase enzyme labels produce electroactive products that are transported by a fluidic system to an electrode for detection. In one study, his team developed a magnetic bead based immunoassay in a glass microfluidic system that incorporated surface mounted electrochemical sensors. Magnetic beads coated with sheep anti-mouse IgG were first captured on the sensor surface by applying a magnetic field, after which the antigen, secondary antibody labelled with AP, and finally the enzyme substrate p-aminophenyl phosphatase (PAPP) were injected sequentially. A detection limit 50 ng mL−1 of IgG was achieved with a measurement time of less than twenty minutes.
Ko and co-workers fabricated a microfluidic device by sealing a poly(dimethyl siloxane) (PDMS) top substrate, patterned with fluidic channels onto a poly(methyl methacrylate) (PMMA) bottom substrate, patterned with gold electrodes. The device was used for electrochemical biosensing of two model analytes: anti-ferritin antibodies and streptavidin.91 The electrode surface was modified with ferritin and biotin prior to the device assembly. After the sample was loaded into the detection chamber and an electric potential applied, a catalytic reaction of HRP labels on the straptavidin antibodies with 4-chloro-1-napthol formed a precipitate on the sensing electrode, decreasing the effective surface area and leading to a measurable electrochemical signal.
Tang et al. developed a microfluidic magnetic-bead based immunoassay for multiplexed detection of four tumor markers, AFP, CEA, cancer antigen 125, and cancer antigen 15-3 (CA 15-3), in which switching and control of electrochemical signals was achieved with an external magnet.95 A detection limit of < 0.5 μg mL−1 was achieved for most of the analytes by measuring the shift in potential associated with antigen-antibody interaction. A highly sensitive sixteen sensor electrochemical chip was reported by Wei et al., in which individual sensors were coated with a DNA dendrimer/conducting polymer (polypyrrole) film and capture antibodies.96 Oral cancer protein biomarkers IL-8 and IL-1β, and an RNA marker, IL-8 mRNA, were measured in buffer with a DL of 100–200 fg mL−1 for the proteins and 10 aM for IL-8 mRNA. Somewhat higher DLs of 3.9 fM for IL-8 mRNA and 7 pg mL−1 for IL-8 were obtained when the system was used with human saliva samples, but even with these higher limits, oral cancer detection with 90% sensitivity and specificity was achieved. 97
Recently, an integrated microfluidic device featuring a detection zone (incorporating the electrode arrays) and a separate fluid storage section was used successfully for the amperometric detection of biomarkers CEA, CA 15-3 and PSA in buffer.98 The gold electrodes in the detection zone were functionalized with monolayers of carboxylic-acid-terminated dithiol and then coupled to monoclonal capture antibodies. In-house prepared HRP-antibody conjugate was used to develop the electrochemical signal. Detection limits of 0.2 ng mL−1 for CEA, 5.2 U mL−1 for CA 15-3, and 2 ng mL−1 for PSA were obtained. The device was tested for the detection of CEA in patient serum samples, without off-chip sample preparation, and demonstrated a good correlation with ELISA. Rusling’s research group recently reported a nanoparticle-based 8-electrode biosensor array coupled with a simple microfluidic system (Fig 6a).99 This microfluidic immunoassay system featured an AuNP-modified screen-printed carbon array inserted into a molded PDMS channel, enclosed in a PMMA substrate and equipped with a pump and injector valve. Magnetic beads, linked to secondary antibodies and to an estimated 200,000 HRP labels per bead, were used for off-line protein capture from the serum samples. After capture of the protein analytes the beads were washed, separated, and injected into the microfluidic device, where they were captured by antibodies on the sensor chip. An amperometric signal corresponding to analyte concentration was developed by injecting H2O2 to activate the HRP. Multiplexed detection of PSA and IL-6 was achieved at sub pg mL−1 DLs with assay times of approximately 1 hr, including the off-line magnetic bead capture. The same group also reported low-cost gold sensor arrays made by patterning gold compact discs (CDs) to form microwells with integrated sensor electrodes, and then used these arrays in a microfluidic device to detect IL-6 in diluted serum.100 The sensors were functionalized with capture antibodies, and the detection antibodies were attached via a biotin-streptavidin linkage to polymerized HRP (polyHRP) for signal amplification. This approach achieved an excellent sensitivity with a DL of 10 fg mL−1 (385 aM) for IL-6 in diluted serum without off-line capture or pre-concentration.
Paper Based Microfluidic Sensors
Recently, paper-based microfluidic devices are gaining interest as alternatives to more expensive glass and polymer based devices for point-of-care analysis. Paper-based sensors have not yet been applied extensively to cancer protein biomarker detection, but there has been some promising immunosensor development. In paper-based devices, the areas of paper covered by photoresist or wax act as hydrophobic walls, confining fluid to the interior hydrophilic regions. Fluid flow is driven by the open areas of paper filling through capillary action, making these devices especially attractive for power-free applications.101 Dungchai et al. reported the first electrochemical paper-based microfluidic device (Fig. 6b) and successfully measured glucose, lactate, and uric acid in serum samples with good correlation to traditional tests.92 Microfluidic channels were defined on filter paper using photolithography, and electrodes were fabricated using screen-printing. Whitesides’s research group, which pioneered the development of microfluidic devices, has demonstrated paper-based microfluidic immunosensors employing optical101–103 and, more recently, electrochemical104 detection. That group‘s Electrochemical Micro-Paper-based Analytical Devices (EμPADs)104 are used in conjunction with a commercial hand-held glucometer for quantitative analysis of glucose, cholesterol, and lactate in human plasma, and for ethanol in aqueous solution (Fig. 6c). EμPADs contain microfluidic channels, graphite electrodes and silver electrical contacts fabricated onto chromatography paper using a combination of wax printing, annealing and screen printing. The reagents needed for the assays are pre-loaded into the detection zone of the EμPADs and stored dry. For analysis, a dry EμPAD is inserted into the glucometer, and a drop of the sample is added to the exposed end of the EμPAD. After allowing the analyte solution to wick to the sensing region, the electrochemical readout, arising from an enzyme-catalyzed reaction using ferrocyanide as an electron-transfer mediator, is displayed on an LCD screen. The EμPADs show good correlation with commercial test strips for the analysis of glucose in human plasma. This method is promising for the development of sensors for cancer biomarkers.
Recent advances using ECL detection with paper based microfluidic sensors93–94 also show great promise for immunosensor development. Delaney et al. reported the first paper-based ECL microfluidic device, for which they used inkjet printing of a hydrophobic sizing agent, alkenyl ketene dimer, to define the microfluidic channels, and screen-printed electrodes (SPE).93
The device used a conventional mobile phone with a built in camera to capture the ECL image (Fig. 7). The hydrophilic portion of the paper substrate was pre-filled with [Ru(bpy)3]2+ solution, dried, and then fixed onto the SPE by lamination with transparent plastic. During the measurement, light emission was captured by placing the lens of the camera phone close to the sensor surface, with the pixel intensity proportional to the amount of analytes. The sensor was used to detect two ECL coreactants 2-(dibutylamino)-ethanol) (DBAE) and a bioanalyte, nicotinamide adenine dinucleotide (NADH) with a detection limits of 0.9 μM and 72 μM respectively. Ge et al. recently reported a 3D paper-based ECL device in which eight carbon working electrodes (4 mm diameter) were screen printed on one piece of paper (30 mm × 30 mm), and then stacked with a second piece of paper containing screen-printed Ag/AgCl reference and carbon counter electrodes common to all eight working electrodes (Fig. 6d).94 Using a home-made device holder, the device was used to detect AFP, CA125, CA199 and CEA biomarkers in human serum samples with good correlation to a commercial, non-paper ECL method. These 3D paper devices can be used to further develop simple, low cost, disposable EμPADs for POCs testing. The development of EμPAD immunosensors might be particularly useful in developing countries, where scientific equipment and trained personnel may be in short supply.
Summary and Outlook
Over the past decade, in parallel with remarkable progress in nanotechnology and bioconjugation techniques, new strategies have been developed using nanoparticles and nanostructured surfaces for electrochemical detection of cancer biomarker proteins. Low cost, reliable, portable, multiplexed protein detection devices—especially those coupled with microfluidics—may soon enable accurate detection of panels of cancer biomarkers in blood, urine, sputum or saliva. To ensure high reproducibility in mass production, however, bioconjugation processes must be carefully controlled; variations in the size, shape, or composition of nanomaterials, or in bioconjugation efficiency during the preparation of tags, could lead to significant variation in measurement results. New signal amplification strategies will require proper attention to the nonspecific adsorption issues that usually control detection limits in electrochemical immunoassays. Significant progress in signal amplification has been made by using multi-enzyme labelling on metal nanoparticles, magnetic beads, and carbon nanotubes allowing ultrasensitive detection of protein biomarkers. CNTs with their exceptionally high surface area, high sensitivity and stability have shown promising results as platforms for multiple labels, compared to metal NPs. Advances in interfacing biomolecules with electrode surfaces and electrode surface modification with CNTs, together with these amplification strategies have led to increasingly sensitive electrochemical immunosensors. A major challenge for electrochemical biomarker sensors is the reliable, simultaneous detection of multiple biomarkers in complex biological samples. The integration of EC and ECL immunoassays into a microfluidic format has created a strong platform for fabrication of devices for clinical diagnostics, particularly for POC. The development and deployment of these systems could ultimately lead to more rapid clinical decision making, and corresponding reductions in patient stress and healthcare costs.
Acknowledgments
This work was supported by the Intramural Research Program (IRP) of the National Institute of Biomedical Imaging and Bioengineering (NIBIB), National Institutes of Health (NIH), the International Cooperative Program of the National Science Foundation of China (NSFC) (81028009), and the Chinese Academy of Sciences Professorship for Senior International Scientists (2011T2J06)
VOCABULARY
- Biomarker
a biomolecule whose presence or level of expression is indicative of the presence or severity of some disease state
- Immunoassay
a way of measuring biomolecule concentration in biological liquids, such as human serum, by means of antibody-antigen interaction
- Amplification
an increase in the magnitude or strength of signal, such as electric current, or light intensity to reach a lower detection limit
- Multiplexing
in the context of this paper, detecting multiple biomarkers in a biological liquid of interest to increase the confidence level of disease prediction
- Electrode
a conductive substrate on which the entire protein biomarker detection scaffold is fabricated
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