1. Introduction
In 2014, the U.S. Centers for Disease Control and Prevention (CDC) reported up-to-date scientific data on diabetes in the United States, revealing that 29.1 million (approximately 10%) of the U.S. population has diabetes. In 2012, the estimated treatment cost for diabetes-related in the U.S. was approximately of U.S. $245 billion. Many clinical studies have indicated that managing lower blood glucose levels can reduce risk factors for cardiovascular disease. Blood glucose levels can be efficiently self-monitored by using commercial glucose meters. According to the guideline suggested by the U.S. National Institute of Health (NIH), self-testing is often done before meals, after meals, and at bedtime for type 2 diabetes [
1,
2]. Therefore, to measure glucose concentration by using glucose meter is essential for reducing diabetes-related expenses. Several studies [
3,
4,
5,
6,
7] have suggested the possibility of measuring glucose concentration by using nanowire-structure sensors. A nanowire sensor operates under the principle that the charge around the structure induces a surface potential at the nanowire surface, which is translated into a change in drain-to-source current [
8,
9]. Chen
et al. [
3] reviewed current literature regarding Si nanowire field effect transistors (FET) used for biosensing, and Rahman
et al. [
4] comprehensively reviewed nanostructured metal-oxide glucose biosensors. Rahman highlighted the advantages and disadvantages of enzymatic and nonenzymatic glucose sensors. Enzymatic glucose sensors exhibit high selectivity at an appropriate pH condition. Although nonenzymatic sensors have better pH immunity, less selectivity and quick inactivity of such sensors are still imperative improvements.
This study proposed a reusable enzymatic glucose sensor that fabricated a multiple poly-Si nanowires sensor by using a top-down method [
3,
10] and an immobilized glucose oxidase technique [
11] on the nanowires to determine glucose concentration. The sensor has five physically identical parallel nanowires and the width of each nanowire is 340 nm. The sensor contained nanowires of three lengths that controlled at 3, 5, and 10 µm. The experimental results revealed that sensitivity is inversely proportional to nanowire length; the highest sensitivity obtained was 0.03 µA/(mg/dL), the theoretical resolution of 0.003 mg/dL, and the practical resolution was 1.23 mg/dL. Furthermore, the proposed sensor can be reused 10 times at an acceptable performance level. Although multiple nanowires sensors have been demonstrated and literatures [
3,
4] have pointed out the advantages and drawbacks of the nanowire sensor for measuring glucose concentration, to the best of our knowledge, their reusability and resolution at various nanowire lengths have not been reported.
3. Results and Discussion
Performance of the proposed nanowire sensor was investigated in glucose solution of concentrations varying from 10 to 300 mg/dL. The environment temperature controlled at 25 °C for each measurement. When the solution was dripped onto the sensor, electron distribution around the nanowire varied as the glucose reacted with the GO
x and converted into gluconic acid and hydrogen peroxide. The chemical reaction is formulated as follows:
Figure 3 shows the current-time response curve of the multiple nanowire sensor during the successive additions of glucose solution.
Figure 3 shows the increase in drain current with the glucose concentration. At glucose concentrations lower than 100 mg/dL, a 3 µm nanowire sensor can easily distinguish the drain current variation. By contrast, the drain current variation measured using the sensor with 10 µm nanowire changed to approximately 0.1 µA. Furthermore, the total drain current variation measured using the sensors with the 5 and 10 µm nanowires was approximately 0.5 µA, in which one half of variation of the results was measured using a sensor with the 3 µm nanowire.
Reusability of the proposed sensor was then verified through ten successive measurements of a glucose solution concentration of 300 mg/dL (
Figure 4a). Obviously, the drain current variation decreased as the proposed sensor exceeded 10 applications because of the gluconic acid (reacting product) being absorbed by the nanowire and the increased resistance of the sensor.
Figure 4b depicts the SEM image of the top-view of the sensor, which underwent 20 applications. The gluconic acid was absorbed by the device and was deposited at the nanowire around the regions of source and drain. Therefore, the proposed sensor can be used up to 10 times at similar functionality. The enlarged diagram of lower-
Id region also inset in
Figure 4a and indicated that good behavior of return-to-zero. To prevent the absorbtion of the gluconic acid, the direction of flow channels can be aligned with the nanowire direction. The injection system could be replaced by an automatic injector which provided continuous injection of DI water for cleaning the device.
Figure 3.
Current-time response curve of the proposed sensor with nanowire lengths of (a) 3 µm, (b) 5 µm and (c) 10 µm.
Figure 3.
Current-time response curve of the proposed sensor with nanowire lengths of (a) 3 µm, (b) 5 µm and (c) 10 µm.
Figure 4.
(a) Reusability of the proposed sensor; (b) Top-view SEM image of the proposed sensor used more than 10 applications.
Figure 4.
(a) Reusability of the proposed sensor; (b) Top-view SEM image of the proposed sensor used more than 10 applications.
Figure 5 shows the resulting calibration curve measured by the proposed sensors; □, ○, ∆, and I represent the average value of 10 measured data sets and the standard deviation of each concentration measured by the proposed sensor with various nanowire lengths. Resolutions of these sensors can be represented as:
where
s is the slope of the calibration curve; ∆
I and ∆
c represent the resolution of the measured current and concentration, respectively. The slope of the calibration curve indicates the sensitivity of the proposed sensor; clearly, sensitivity increases with decreasing nanowire length. The shorter nanowire length leads to smaller device dimensions and resistance becomes higher. The surface-area-to-volume ratio will increase with smaller dimensions of the nanowire device which results in greater surface effects on the electrical conduction. Therefore, the sensitivity increases with shorter nanowire length [
12,
13]. This finding correlates with the
ID-
VG curves in
Figure 2b. Shaper slope indicates higher sensitivity.
Furthermore, the measured current resolution (depending on the current meter) affects the resolution of the concentration. Considering the resolution of current meter, which indicated the theoretical resolution, the resolution of measured current was 0.1 nA. However, the solution temperature, electrode conductivity, and unexpected electrical noise of the measurement apparatus influence the current. Therefore, the actual resolution of the measured current is obtained by the current fluctuation as constant
VG is applied to the DI water sample. In this work, the current fluctuation is approximately 37 nA within 10 s (
Figure 6).
Figure 5.
Calibration curves of the proposed sensor with nanowire lengths of (a) 3 µm, (b) 5 µm and (c) 10 µm.
Figure 5.
Calibration curves of the proposed sensor with nanowire lengths of (a) 3 µm, (b) 5 µm and (c) 10 µm.
Figure 6.
Current fluctuation in the proposed sensor.
Figure 6.
Current fluctuation in the proposed sensor.
The resolution of these sensors was calculated according to Equation (2) and summarized in
Table 1. Obviously, resolution value of the proposed sensor decreases with an increasing nanowire length. The optimal resolutions of the proposed sensor were approximately 0.003 mg/dL (theoretical) and 1.23 mg/dL (practical) respectively, which was achieved by using the proposed sensor with a nanowire of 3 µm in length.
Table 1.
Sensitivity and resolution of proposed sensors with various nanowire lengths.
Table 1.
Sensitivity and resolution of proposed sensors with various nanowire lengths.
Length (µm) | Vth (V) | Sensitivity (s) (µA/(mg/dL)) | Resolution (mg/dL) |
---|
Theoretical (∆I = 0.1 nA) | Real (∆I = 37 nA) |
---|
3 | 1.16 | 0.03 | 0.003 | 1.23 |
5 | 1.25 | 0.01 | 0.01 | 3.7 |
10 | 1.36 | 0.01 | 0.01 | 3.7 |