Tami L.
Lasseter
,
Wei
Cai
and
Robert J.
Hamers
*
Department of Chemistry, University of Wisconsin-Madison, 1101 University Avenue, Madison, WI 53706, USA. E-mail: rjhamers@wisc.edu; Tel: 608-262-6371
First published on 2nd December 2003
Frequency-dependent electrochemical impedance spectroscopy has been used to characterize the changes in electrical response that accompany specific binding of a protein to its substrate, using the biotin–avidin system as a model. Our results show that avidin, at concentrations in the nanomolar range, can be detected electrically in a completely label-free manner under conditions of zero average current flow and without the use of any auxiliary redox agents. Impedance measurements performed on biotin-modified surfaces of gold, glassy carbon, and silicon were obtained over a wide frequency range, from 5 mHz to 1 MHz. On each biotin-modified surface, binding of avidin is most easily detected at low frequencies, <1 Hz. Electrical circuit modeling of the interface was used to relate the frequency-dependent electrical response to the physical structure of the interface before and after avidin binding. Electrical measurements were correlated with measurements of protein binding using fluorescently labeled avidin.
Previous studies of electrical detection of biomolecules have focused primarily on changes in DC conductivity that accompany biological binding processes, especially DNA hybridization. These studies have shown that the charge on the DNA molecule, for example, can inhibit diffusion of redox agents to the electrode surface, thereby modifying the resistance across the interface.10,12–16 While DC measurements provide a measurement of overall conductivity, measurements of AC electrical properties can provide a wealth of information about biologically-modified interfaces because the physical and chemical structure at the interface are reflected in the amplitude and phase of the electric current. Perhaps most importantly, a great deal of insight into the mechanism of the analytical signal transduction can be obtained from measurements of electrical properties as a function of frequency. The frequency-dependent properties of surfaces modified with biological molecules can be characterized using techniques such as cyclic voltammetry and electrochemical impedance spectroscopy (EIS).17–20
The previous studies have pointed out two important limitations to the present use of electrical detection for biological systems. First, most electrical detection systems have used redox agents to facilitate electron transfer and have used applied potentials of up to several volts in order force a net current through the biomolecules. However because potentials of even <0.5 V and currents of less than ∼100 µA cm−2 are known to alter the hybridization of DNA21,22 and are likely to modify protein binding, electrical measurements that involve net current flow may be unintentionally modifying the system they are intended to measure. Measurements of delicate biological systems benefit from measurements at lower potentials and low currents. Second, because biomolecules have many different sites that can interact with a surface, understanding the electrical response requires having well-defined, highly reproducible surface chemistry to achieve interfaces with known physical and chemical structure. Most previous EIS studies of biological binding have used multilayer films or other complex structures,17,23 that have made it difficult to achieve a fundamental understanding of the electrical signal transduction process, particularly in the case of proteins.
Here, we use the biotin–avidin system as a model to investigate the intrinsic electrochemical response induced by protein binding. By using very well-defined, covalent chemistry to link the biomolecules to the surfaces, we are able to prepare very reproducible, biotin-modified surfaces of gold, silicon, and glassy carbon. Impedance spectroscopy measurements show that the binding of avidin to a single monolayer of surface-tethered biotin molecules can easily be detected in the nanomolar concentration range even in the absence of any auxiliary redox agents, provided that the measurements are performed in specific frequency ranges. By characterizing the frequency response and how it changes in response to biotin–avidin binding and then coupling this with electrical circuit modeling, our results are able to provide important new insights into the mechanism of signal transduction and the physical factors that control the analytical sensitivity.
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Fig. 1 (a) 11-amino undecanethiol hydrochloride (MUAM) adds to a clean gold surface, yielding an amine-terminated surface. (b) A biotin linker, Sulfo-Succinimidyl-6′-(biotinamido)-6-hexamido hexanoate, adds to the amine-terminated surface, yielding a biotinylated surface. Finally, fluorescently labeled avidin binds to the biotinylated surface. (c) Diagram of the fluid cell used for the impedance measurements. (d) A side view of the cell. |
We measured the impedance changes upon exposure to different buffers as background measurements. Fig. 2a and b show the changes in Z′ and Z″ as a function of the applied frequency; the traces are labeled in the order with which the experimental measurements were performed. These same data are presented in the alternative form of a Nyquist plot, as in Fig. 2c. The logarithmic impedance plots (Fig. 2a and b) show the behavior over the entire frequency range, while the linear Nyquist plot (Fig. 2c) more clearly emphasizes the impedance changes at low frequency, where the experiments discussed below show that best sensitivity to the presence of avidin. The impedance of the two different buffers used (SSPE and HEPES) was measured as a function of frequency between 5 mHz and 1 MHz The two traces for HEPES (orange lines, labeled “HEPES bkg”) are completely overlapping in Fig. 2a and b, while on the linear scale in Fig. 2c they can be distinguished upon very close examination. The two traces in SSPE (teal lines, labeled “SSPE bkg”) are also completely overlapping, but are distinct from those of the HEPES buffer. These background measurements show that the impedance is very stable and reproducible over the time scale of the measurements involved (20 min per frequency spectrum).
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Fig. 2 The in-phase part (a) and the out-of-phase part (b) of the impedance versus frequency after increasing concentrations of avidin were allowed to bind to the surface. (c) Nyquist plot of the impedance measured after increasing concentrations of avidin were allowed to bind to the surface. (d) Plot of the magnitude of the impedance and fluorescence intensity versus concentration. The impedance change was calculated by subtracting the |Z| value at 0.1 Hz of HEPES background from the 0.1 Hz |Z| values of the various concentrations. Fluorescence data was obtained for comparison with the impedance data. A fluorescence image at the 0.3 µM concentration is shown in the inset. |
After ensuring that the sweeps were stable and reproducible, the sample was exposed to varying concentrations of avidin. Because the equilibrium binding constant of avidin to biotin is very large (∼1015 M), binding is expected to be irreversible and limited only by the adsorption kinetics. Under these conditions the density of surface-bound avidin is expected to depend on the total exposure, defined as the solution avidin concentration multiplied by the time of exposure to the biotin-modified surface. The experiments reported here used a fixed exposure time of 10 min. First, a 1/5000 dilution from the stock avidin was injected (0.4 µg mL−1). After allowing 10 min (at 300K) for the avidin to bind, SSPE buffer was drawn through the cell for 5 min at a rate of 0.05 mL min−1. Impedance spectra were then measured in the SSPE buffer and finally in the HEPES buffer, as plotted in Fig. 2a–c. The same experiment—an injection of avidin, a 10 min binding time, a 5 min washing time, and impedance measurements in SSPE and HEPES—was carried out for successively increasing concentrations of avidin, yielding the complete set of traces shown in Fig. 2a–c.
At frequencies less than 1 Hz (Fig. 2a and b) the curves measured after different avidin exposures are distinct, with both Z′ and Z″ of the impedance increasing after exposure to avidin. In this range the impedance appears to be sensitive to the presence of avidin. At intermediate frequencies, between 2 Hz and 20 kHz, all traces are nearly overlapping. At high frequencies, greater than 103 Hz, the curves in HEPES and SSPE buffers diverge and do not depend strongly on avidin concentration, demonstrating that at high frequencies the impedance is sensitive to the composition of the buffer solution; the high-frequency limit corresponds to the ohmic resistance of the solution. Measurements of the open-circuit potential (OCP) also show a shift as avidin is introduced, but this is quite small, shifting only +18 mV over the entire data set from the bare biotin-modified surface to the avidin-saturated surface.
While the logarithmic plot in Fig. 2a and b shows the overall response, the impedance changes in the low-frequency range can be seen more clearly on a linear graph. Fig. 2c shows a Nyquist plot in which the real and imaginary components of the complex impedance at different frequencies are plotted from a locus of points. The impedance increases monotonically as the total exposure to avidin increases. However, after exposure to 1/5 dilution from stock (0.4 mg mL−1), further exposure to 1/10 dilutions (0.2 mg mL−1) produced no further change in the impedance spectrum. The overlap of the traces demonstrates that avidin eventually saturates the surface and the impedance shows no further change.
To verify that the changes in impedance arise from the avidin–biotin binding, control experiments (not shown) were conducted in which biotin-modified surfaces were exposed to avidin that was pre-saturated with biotin, and thus unable to bind to a biotinylated surface. Impedance measurements showed that biotin-saturated avidin produced only a 4.3% change at 10 mHz in the magnitude of the impedance, |Z|, while a 48.7% increase was observed when non-blocked avidin saturated the surface. This data confirms that the impedance changes observed in Fig. 2a–c arise from the specific binding of avidin to biotin and do not arise from other effects such as physisorption or electronic drift.
Since exposure to avidin increases the real and imaginary parts of the impedance, the total impedance,
The impedance changes were corroborated with fluorescence measurements in which various concentrations of avidin were spotted onto a biotinylated gold surface, allowed to bind for 10 min, and then washed for 5 min in the SSPE buffer (Fig. 2d). The impedance data and the fluorescence data both show saturation of the surface when exposed to concentrations of >2 µM of avidin, although the impedance measurements appear to show saturation at a lower total exposure. This difference in exposure needed to saturate the fluorescence intensity and the impedance change remains unclear. A change in impedance could saturate at an anomalously low exposure if avidin binds preferentially at a small number of surface or defect sites that dominate the impedance.26 Alternatively, fluorescence measurements could show saturation only at anomalously high exposures if there is significant quenching due to resonant energy transfer between the fluorescent tag molecules.27,28
To determine whether the ability to detect avidin via electrochemical impedance spectroscopy can be extended to other biotin-modified substrates, we performed similar experiments using silicon and glassy carbon substrates. In each case, the surfaces were amine-terminated,24,25 functionalized with biotin, and then exposed to avidin. The results from these surfaces are shown in Fig. 3. Biotin-modified surfaces of silicon and of glassy carbon both show an increase in the magnitude of both the in-phase (Z′) and the out-of-phase (Z″) components of the impedance after binding, similar to what was observed with gold. These results are important for two reasons: first, they establish the generality of impedance spectroscopy for use as a direct electronic detection technique to monitor protein binding. Second, the similarity in behavior on all three surfaces studied suggests that the impedance changes are not strongly dependent on the substrate, but are due to changes in the molecular layer (the biotin and its linker) arising from the binding of avidin to the biotin-modified surfaces.
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Fig. 3 Nyquist (Z″ vs. Z′) plots on three different surfaces, gold foil (a), silicon (b), and glassy carbon (c) are shown. |
We have explored fitting the impedance data with a number of commonly used circuit models. The model that provides the best fit to the data is shown in Fig. 4b. This model represents the physical structure of the interface (Fig. 4a) in terms of three layers, each with its own unique electrical properties. The “inner layer” corresponds to the surface-linked MUAM molecules, specifically adsorbed ions at the surface, and a more diffuse layer of counter ions that are interspersed among the MUAM molecules. The thickness of the diffuse layer can be estimated from Gouy–Chapman–Stern theory and is approximately 1 nm under the conditions used in our experiments.34 Because this thickness is close to that of the MUAM layer (∼1.6 nm), the frequency dependence of this layer is complicated and is represented by a parallel combination of a resistor and a constant phase element (CPE). The CPE has an impedance defined by
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Fig. 4 (a) Physical representation of the biotinylated surface, showing the total molecular layer, the inner layer (about 10 Å in thickness), and the outer layer. (b) The equivalent circuit model used to fit these data with the labeled brackets showing the likely correlation between electrical components used to model the interface and the physical representation of these layers. The phase angle (θ) versus frequency for the data set from a 1/10 dil SSPE is plotted in (c) and the magnitude (|Z|) versus frequency is shown in (d). The values of the circuit elements obtained from the equivalent circuit model are plotted versus frequency in (d). The bar scale at the top of (c) and (d) identify which circuit element dominates the total impedance in each frequency range. |
While no equivalent model can be guaranteed to be unique, the validity of the model in Fig. 4b is supported by the fact that it fits the data extremely well over the entire frequency range (more than 8 decades). Table 1 shows selected values of the circuit elements obtained by fitting the experimental data in Fig. 2 to the circuit model shown in Fig. 4b. The role of the electrolyte ohmic resistance Rbulk can be easily separated from the other contributing circuit elements by changing buffers and noting the changes at high frequency. However, the similarities of the fit parameters associated with the inner and outer molecular layers makes definitive assignments of these layers to their specific electrical components difficult, and our experiments show that binding of avidin to biotin changes both the inner and outer molecular layers. This result is not surprising, since the length scales associated with the diffuse layers and the molecular layer are comparable to one another and the physical structure of the interface is not atomically sharp. A detailed discussion of the circuit modeling of these layers will be presented in a future publication.35
OCP, V | R bulk/Ω | R inner/MΩ | CPEinner:Tinner | CPEinner:ϕinner | Router/MΩ | CPEouter:Touter | CPEouter:ϕouter | |
---|---|---|---|---|---|---|---|---|
SSPE bkg | −0.236 | 139 ± 0.6 | 0.558 ± 0.027 | (1.36 ± 0.01) × 10−7 | 0.939 ± 0.006 | 2.06 ± 0.04 | (494 ± 15) × 10−7 | 0.897 ± 0.011 |
1/5000 dil avidin in SSPE | −0.232 | 135 ± 0.7 | 0.534 ± 0.027 | (1.31 ± 0.02) × 10−7 | 0.940 ± 0.006 | 2.32 ± 0.04 | (476 ± 14) × 10−7 | 0.900 ± 0.012 |
1/5 dil avidin in SSPE | −0.221 | 134 ± 0.6 | 0.725 ± 0.046 | (1.35 ± 0.02) × 10−7 | 0.937 ± 0.007 | 2.75 ± 0.07 | (435 ± 17) × 10−7 | 0.913 ± 0.016 |
From the standpoint of biological sensing, the most important result of the circuit modeling is that it provides a way to understand the frequency dependence of the electrical response resulting from biotin–avidin binding. Fig. 4c and d show an analysis of the impedance data and also indicate the electrical components that control the total impedance in each frequency range. In this plot, the data are presented in terms of the magnitude and phase angle of the impedance data. At frequencies below ∼0.5 Hz, the total impedance is dominated by Router and the impedance of CPEouter. At intermediate frequencies (between 2 Hz and 20 kHz) the impedance is dominated primarily by the inner constant phase element CPEinner, which provides no significant sensitivity to avidin binding. At the highest frequencies (greater than 20 kHz), the impedance is dominated by the bulk solution resistance, Rbulk which is dependent upon the ionic strength of the buffer that is used, but does not change when avidin binds to the surface.
Detailed analysis of the data shows that when avidin is added to the system, the principal changes are in the values of the resistors in the molecular layer, Rinner and Router, along with the parameters of CPEouter. The avidin-induced changes can be sensed electrically at low frequencies because in this frequency range the overall impedance is dominated by the resistance of the molecular layer. At the highest frequencies, the circuit model predicts that the overall impedance of the system is controlled by the bulk solution resistance, Rbulk. The validity of this conclusion is clearly demonstrated by the fact that in Fig. 2a and b, the impedance curves at >20 kHz reflect primarily the composition of the HEPES and SSPE buffer solutions and are not affected by the presence of avidin.
A comparison of the impedance spectra on each of the different surfaces (gold, glassy carbon, and silicon) shows that in each case the binding of avidin to the biotin-modified surfaces produces an increase in Router and Rinner. Since attachment of biotin to these surfaces involves very similar chemistry, the chemical structure of the molecular layer is expected to be nearly the same. However, the physical structure of the molecular layer depends on the smoothness and porosity of the underlying surface, which is expected to be different for gold, silicon and glassy carbon. Wet-etched Si(111) surfaces are known to be very smooth,36 and at the high doping level used in our studies it is expected to be nearly metallic. The gold foil used in our impedance studies is rough on a molecular level, while the glassy carbon is somewhat porous due to the surface structure described as having tangled ribbons of graphite crystals.37 The effects of these different physical interface structures are evidenced by the differences in the shapes of the Nyquist plots in Fig. 3, and by different values of the circuit elements used to model the data. In the case of glassy carbon, the long tail observed (Fig. 3c) at low frequencies is suggestive of a diffusion-controlled reaction, which is commonly fit using a Warburg element.19,23 Yet, fitting the data with a Warburg Element instead of the CPE decreased the quality of the fit, suggesting that the impedance is not entirely diffusion controlled. On each of the three surfaces, an increase in the resistance of Rinner and Router is observed upon avidin binding. Thus, our results suggest that the increase in impedance associated with binding of avidin to biotin-modified surfaces is a general phenomenon that arises from the biomolecular layers.
While there are many possible methods for detecting biological binding events, EIS has the ability to detect biological binding events without the use of labels or additives of any kind and directly converts biological information into electrical information. Most previous electrochemical studies of surfaces modified with biomolecules have added a redox couple to act as an intermediate for electron transfer during impedance measurements.38,39 In fact, elaborate methods have been used to bind a redox agent to a biomolecule, such as a ferrocene–avidin conjugate.40 However, redox-based detection methods ultimately may find limited utility because the molecular layers used to attach the biomolecules to the surface may prevent the electron transfer, while the redox agents can decrease the stability of the surface.41 Furthermore, applying significant voltages in order to force a steady current through the biological system brings with it the unintended possibility of inducing chemical or physical modifications that may alter binding or otherwise reduce the stability of the interface.10,21,42 In contrast, the measurements that we report here were obtained at the open circuit potential, where the net current flow is zero. Since the sinusoidal modulation voltage of 30 mV involves an electrical energy that is comparable with thermal energies (kBT/e = 26 mV at 300K) and is small compared with typical bond strengths of 2–5 eV, the use of EIS at the open circuit potential is an extremely gentle measurement technique. While demonstrated here for the binding of avidin to biotinylated surfaces, the combination of specific molecular recognition (via chemical modification of the surface) with electrical detection provides a very sensitive, label-free way of detecting a wide range of protein binding events.
This journal is © The Royal Society of Chemistry 2004 |