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Carbon nanotube/carbon fiber electrodes via chemical vapor deposition for simultaneous determination of ascorbic acid, dopamine and uric acid
⁎Corresponding author. yuanhua9696@163.com (Hua Yuan)
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Received: ,
Accepted: ,
This article was originally published by Elsevier and was migrated to Scientific Scholar after the change of Publisher.
Abstract
A promising and low-cost electrochemical sensor was carried out with carbon nanotube modified carbon-fiber electrodes via vapor deposition method, which improved the sensitivity and reduced the detection limit of dopamine. In virtue of various techniques, such as SEM and Raman spectroscopy, the morphological, structural and crystalline properties of composites were analyzed. Moreover, simultaneous determination of dopamine, ascorbic acid and uric acid was explored at the modified carbon fiber electrode. The presence of carbon nanotubes on the surface of carbon fiber can effectively increase the surface area and electron transfer velocity of the interaction between neurotransmitter and electrode. The good linear responses of ascorbic acid, dopamine and uric acid were obtained in the range of 25.6–2000.3 μM, 5.0–120.6 μM and 20.0–800.0 μM with detection limits (S/N = 3) of 10.0 μM, 0.03 μM and 0.6 μM, respectively. Finally, this sensor was applied to the determination of dopamine in some real sample.
Keywords
Carbon fiber electrode
Carbon nanotube
Dopamine
Uric acid
Sensing
1 Introduction
Ascorbic acid (AA), dopamine (DA) and uric acid (UA) were compounds with important biological and chemical significance and had potential roles in the metabolic system of human bodies (Filik et al. ; Filik et al., 2016; Yang et al., 2014). As one of the strongest antioxidants, AA is widely used in food, animal feed, pharmaceutical formulations and cosmetic applications. DA as an important neurotransmitters plays a significant role in metabolism, cardiovascular system, central nervous, kidney and hormone systems (Kim et al., 2010). Lack of DA can lead to serious illnesses and neurological disorders, such as Schizophrenia, Huntington’s disease and Parkinson’s disease, because it is the source of motivation, desire and all addictions (Ling et al., 2013). UA is the final oxidation product of urine metabolism and excretes in urine. Abnormal concentration of UA in human body is symptom of several diseases; excessive accumulation of uric acid can cause gout attacks, hyperuricemia and Lesch–Nyhan syndrome. The detection and quantification of AA, DA and UA are great significance for the diagnoses, monitoring, prevention and treatments of HIV infections, schizophrenia, Parkinson, gout, arthritis and other diseases (Bossi et al., 2000; Lin et al., 2007). At present, electrochemical methods had been extensively applied to determinate UA, DA and AA. However, it was well known that the oxidation potentials of these three biomolecules are almost the same on conventional electrodes which results into a severely overlapped voltammetry response (Ensafi et al., 2009). Therefore, it was difficult to determine them simultaneously on the traditional electrodes, so a variety of chemically modified electrodes had been developed.
Carbon-fiber electrodes (CFEs) had been widely used to enhance the sensitivity of neurotransmitters, such as dopamine and serotonin (Carrera et al., 2017; Ross and Venton, 2012). Chemical sensors based on Carbon nanotube (CNT) had been extensively studies in recent years, and were considered to be highly sensitive chemical sensors (Henrique Duarte et al., 2014; Saetia et al., 2014). Compared with pure carbon fiber microelectrode, CF with nanoscale carbon nanotubes bound into the microfiber can provide a rough surface to significantly increase the electroactive area, thus providing good electronic conductivity, chemical stability and promoting electron transfer kinetics (Liu et al., 2014). Recently, Zestos (Zestos et al., 2013) reported CF and carbon nanotube fiber microelectrodes for detecting stimulated dopamine release in vivo (Zestos et al., 2013). Nonetheless, as far as we know, there was no literature report on the determination of UA, AA and DA by carbon nanotube vapor deposition modified CFE.
In this work, CNTs/CFE was applied for simultaneous determination of AA, DA and UA. The complete peak separation between DA and AA was observed on carbon nanotube modified carbon fiber electrode. Furthermore, the CNTs/CFE presented excellent stability even after aging for a month. This material was found to exhibit sensitivity increased and high selectivity towards AA, DA and UA in presence of each other.
2 Materials and methods
2.1 Materials
DA, AA, UA and Ni(II) nitrate hexahydrate were purchased from Sigma-Aldrich. Carbon fibers without sizing agents (T700, 12 K) were prepared by Shandong University (Jinan, China). Dopamine Hydrochloride Injection (DHI) was purchased from Shandong provincial hospital health physical examination center, P. R. China. Silver conductive glue (ZB2567) and epoxy adhesive were purchased from Electronics Nanjing Zhongbei co., LTD. All the other chemicals were analytical reagent grade and used without further purification. Phosphate buffer solutions (PBS, Na2HPO4/NaH2PO4 0.1 M) of pH 6–8 were used as supporting electrolyte. High purity distilled-deionized water was used throughout the experiments. Solutions were deoxygenated by purging with pre-purified nitrogen gas. Pt and Ag/AgCl electrodes were purchased from CH Instruments.
2.2 Synthesis of CNTs on the surface of carbon fiber
The homogeneous carbon nanotubes (CNTs) grew on the surface of carbon fibers via chemical vapor deposition (CVD) by tip-growth mechanism, shown in Fig. 1(a). Previously, electrochemical anodic oxidation was used to increase reactive oxygen species (carbonyl, carboxyl and hydroxyl group) on the surface of carbon fibers (Fan et al., 2015; Yuan et al., 2012). The catalyst for CVD method in this work stemmed from metallic salt solution by dissolving Ni(II) nitrate hexahydrate (0.1 mol·L−1) in ethanol and impregnating CF for 10 min. The CF bundles were taken out and dried at 80 °C for 1 h. Then they were placed in the middle of a vertical graphite barrels reactor, heated to 450 °C at 10 °C·min−1 in N2 and kept for 1 h with H2 at a flow of 5 L·min−1 to convert the layer of catalyst precursor into metallic Ni nanoparticles. The reactor temperature was subsequently raised to 600 °C at 10 °C·min−1 in N2 and CNTs were synthesized directly on the surface of carbon fibers by replenished with a mixture of C2H2, H2, and N2 for 5, 25, 35 and 40 min (CNTs graft rate of weight gain ratio was 15%, 48%, 65% and 70%). The feeding rates of these gases were 5, 5, and 10 L·min−1 for C2H2, H2, and N2, respectively. Then, the gas flow was replaced by nitrogen at cooling phase with a flow rate of 5 L·min−1 until the reactor was cool to room temperature. During the whole CVD process, the pressure of the reactor was kept at 0.02 MPa. The CNTs grafted carbon fibers (CNTs/CF) were ultimately cleaned in the ultrasonic bath with acetone.
(a) Schematic illustration for CNTs growing on carbon fiber surface and (b–e) SEM images of different surfaces ((b): bare CF; (c): Ni nanoparticles depositing on the carbon fibers; (d) and (e): CNTs modified CF (inset was TEM image of CNT).
2.3 Preparation of the CNTs/CFE
The preparation procedure of CNTs grafted carbon fibers electrode (CNTs/CFE) was as following: carbon fiber was firstly cleaned by ultrasonic for 5 min successively in acetone, alcohol and double-distilled water. A small bunch (diameter: 30 μm) of carbon fiber was used for each CFE. One end of the carbon fiber (length: ∼1.5 cm) was connected to a silver wire with silver conductive glue. After the glue was fully solidified, the carbon fiber-silver wire was inserted into a polypropylene micro pipette with about 1 mm length of the carbon fiber exposed over its tip. And the tip was placed on the outer flame of the alcohol lamp for a very short time (∼0.5 s). The tip was fused and the carbon fiber was tightly sealed in the polypropylene micro pipette. At the other end of the silver wire was fixed to the polypropylene micro pipette by epoxy adhesive. Finally, the electrode was rinsed thoroughly again with acetone and copious amounts of double-distilled water for 3 min, then dried under N2 atmosphere.
2.4 Equipment and measurements
The morphology of carbon fibers was investigated by the scanning electron microscope (SEM, JEOL, SU-70) operated at 15.0 kV. LabRam-1B Raman spectrometer were used to analyze carbon fiber surface structure after modification with He-Ne laser, power 4.3 mW, wavelength 632.8 nm, resolution 1 cm−1 and time 50 s. An automated adsorption apparatus (V-Sorb 2800P) was employed for the measurement of surface characteristics of carbon fibers by nitrogen adsorption. Specific surface areas of the carbon samples were evaluated with the application of Brunauer–Emmett–Teller (BET) equation.
Electrochemical measurements were carried out on a CHI-832C electrochemical analyzer (CH Instruments, China). A three-electrode cell was used with a CFE with a diameter of 30 μm as working electrode, a Pt wire as counter electrode and an Ag/AgCl electrode as reference electrode, respectively. The pH values of solutions were measured with a PB-10 pH meter (Renhe Instruments, China). All the measurements were performed at room temperature.
3 Results and discussion
3.1 Morphological and structural characterization of electrodes
The surface of carbon fibers was modified by electrochemical anodic oxidation (bare CF was shown in Fig. 1(b)) and then coated with the catalyst precursor by dip coating; there was a formation of uniform and fine particles with a narrow size distribution observed on the surface of carbon fibers, about 20.5 ± 4.5 nm (Fig. 1(c)), which was the prerequisite for obtaining uniform aligned CNTs by tip growth mechanism (Gohier et al., 2008). Fig. 1(d, e) showed the morphology of CNTs growing on carbon fibers at 600 °C. The CF surface was wrapped with carbon nanotubes. This was attributed to the large specific surface area of Ni nanoparticles which provided countless active sites for the decomposition of hydrocarbon, and meanwhile had a longer diffusion length which was favorable for the diffusion of carbon atoms (Fan et al., 2015). Besides, The CNT was multi-walled with a diameter of 15–30 nm, shown in the inset image of Fig. 1(e).
Laser Raman scattering obtained to identify microstructure of fibers before and after CNTs growth, was given in Fig. 2(a–c). The spectra showed two major bands in about 1340 cm−1 and 1590 cm−1, which represented disordered structure (D peak) and graphite structure (G peak), respectively. The D peak belonged to graphite crystallite A1g vibration mode; the G peak belonged to the C—C bond stretching vibration within graphite lattice plane and vibration model was E2g (Yuan et al., 2012). The Raman spectra in Fig. 1(e) showed that the D band intensity of CNTs/CF was much higher than the bare carbon fibers. D line was also observed on the G band which raised due to disorders resulting from finite size effect or lattice distortion (Sharma and Lakkad, 2011). Moreover, the samples showed peak intensity increased and FWHM decreased in case of CNTs grown carbon fibers, led to the orderly structure of graphite, which was corresponded with the SEM results above.
Raman spectra of carbon fiber surface (a) and curve fitting of Raman spectrum for carbon fiber: (b) bare CF; (c) CNTs modified CF.
G peak and D peak overlapped seriously in Raman spectrum curve, so Gaussian-Lorentz mixed function was used to peak-differentiation-imitating analysis, shown in Fig. 2 (b, c). Finally, R (D line and G line intensity ratio, ID/IG) could characterize sp2 bonding carbon atoms of carbon fiber. The R of CNTs modified CF were greater than that of bare carbon fiber was due to the presence of 2-D disordered structures in the basal plane which was quite common in pyrolytic carbon materials synthesized using CVD, shown in Table 1. The ID/IG ratio of CF-CNTs (1.882) increased compared with that of the bare CF spectrum (1.138). This change of R value could be assigned to more sp3 defects / disorders and smaller average size (or more amount) of the in-plane graphitic crystallite sp2 domains upon formation of the CNTs. This meant that both the disorder degree and the unsaturated carbon atom number on the CF surface increased.
Sample
R (ID/IG)
ID″/IG
ID′/IG
Bare CF
1.138
0.220
0.465
CNTs/CF
1.882
0.335
0.506
In the D line, low wavenumber side (about 1250 cm−1) of the acromion was called D″ line, and the D″ line was the stretching vibration of C—C bond in the structure of fat and the structure of alkenes, or the vibration of sp3 bond of diamond like structure. The D′ line near the 1500 cm−1 was generally considered to be caused by the presence of an amorphous carbon or some organic functional groups. The increscent of ID″/IG ratio and ID′/IG radio could be assigned to the damage of fat and alkenes structure (Yuan et al., 2012). CNTs had high crystallization degree, which had excellent electrical conductivity and high dielectric loss and beneficial to electrochemical signal.
3.2 Cyclic voltammetric behaviors of AA, DA and UA on modified electrodes
Cyclic voltammetry (CV) behaviors of the CNTs/CFE were characterized by adding DA, UA and AA in 0.1 M PBS ranging from −0.2 to 0.8 V. Compared to bare CF electrodes, the CNTs/CFE showed an apparently larger background current and well-defined; and resolved voltammetry responses for the direct oxidation of DA, AA and UA in Fig. 3a–c. The oxidation peak current at the modified electrode was almost dozens of times larger than oxidation current at unmodified CFE. The amperometry response significantly increased, showing stronger conductivity and effective electrocatalyst for the oxidation of DA, UA and AA in the surface of the CNTs/CFE.
(a) CV responses at the bare CF electrode and CF-CNTs electrodes in 0.1 M PBS (pH 7.0) containing 0.8 mM DA, (b) CV in 0.1 M PBS (pH 7.0) containing 10 mM AA, (c) CV in 0.1 M PBS (pH 7.0) containing 2.5 mM UA, (d) CVs in 0.1 M PBS (pH 6.0) containing the mixture of 5 mM AA, 0.2 mM DA and 1 mM UA scan rate: 50 mV/s and (e) BET surface area.
Fig. 3d showed the CVs of DA, AA and UA mixture solution at CFE and CNTS/CFE. At CFE, the oxidation peak of DA, AA and UA was broad. The cause might be that the oxidation peaks of AA, DA and UA overlapped together and came into large peak. Compared to CFE electrode, three well-defined and remarkable oxidation peaks with obviously enhanced peak currents were observed at approximately −0.05 V for AA, 0.15 V for DA and 0.37 V for UA at CNTs/CFE.
Above all, the modified electrode showed excellent electrocatalytic properties and perfect selectivity. When the surface grafting rate increased, a great improvement of oxidation peak intensity was achieved. There was a remarkable increase in the BET surface area which increased with the increase of surface grafting rate, shown in Fig. 3e. The results were ascribed to the following reason: CNTs had a catalytically active surface and a very high aspect ratio. The area of the electrode surface was larger, and the electrical conductivity was stronger. It was shown that the oxidation process of dopamine on the modified electrode was reversible for the sharp peak, thus the coulomb efficiency was improved, the reaction cycle performance was better, and the detection was more practical.
3.3 EIS analysis
The EIS technique was used to elucidate the relationship between electron transfer resistance and electrode surface morphology (Fei et al., 2016). Fig. 4 showed the EIS results of the pristine CFE and CNTs/CFE with the redox couple of [Fe(CN)6]3−/[Fe(CN)6]4 − in the range of 0.01 Hz to 100 kHz under open circuit potential conditions. It was well-known that a representative impedance spectrum was written of a semi-circle portion and a linear portion. The semicircle diameter at higher frequencies corresponded to the electron-transfer resistance (Rct), and the linear part at lower frequencies reflected the diffusion process (Filik et al., 2016).![The EIS patterns of bare CFE, 15%CNTs/CFE and 70% CNTs CFE in 5 mM [Fe(CN)6]3−/4− (1:1) containing 0.1 M KCl.](/content/184/2020/13/1/img/10.1016_j.arabjc.2018.11.002-fig4.png)
The EIS patterns of bare CFE, 15%CNTs/CFE and 70% CNTs CFE in 5 mM [Fe(CN)6]3−/4− (1:1) containing 0.1 M KCl.
The values of charge transfer resistance were 715, 70 and 46 Ω at CFE, 15% CNTs/CFE and 70% CNTs/CFE respectively. This data demonstrated that the enhanced redox activity of [Fe(CN)6]3−/[Fe(CN)6]4 − probe at CNTs/CFE. This decrease was attributed to the conductive properties of the CNTs, which would benefit electron transfer of the electrochemical probe. The result displayed a small semicircle in high frequency region indicating small interface impedance, which was closely related to the interfacial charge-transfer resistance between the electrode and the detection solution (Dou et al., 2018) (Wang et al., 2019). The modified material could decrease the electron transfer resistance and improve the electron transport process. The conclusions of EIS were conformed to CV curves in Fig. 3.
3.4 Effect of pH and scan rate on the electro-oxidation of DA
Proton was always involved in the electrochemical reaction of organic compound and exerts significant impact on the reaction speed (Yu et al., 2014). Therefore, the effect of pH was investigated by CV method in 0.1 M PBS from pH 6.0 to 8.0. Fig. 5 showed the CV results in 0.1 M PBS containing 200 μM DA at different pH values. It was clear that the electro-oxidation behavior of DA was dependent on the pH of the solution. The peak potential for oxidation of DA shifted to more positive potentials with the changes of the pH of the solutions from alkaline to acidic values. It was apparent that the highest peak currents were obtained at pH 7.0. Besides, the value of human blood and urine was close to 7.0. Therefore, pH 7.0 was chosen for the subsequent simultaneous determination of AA, DA and UA.
(a) Effect of pH on the electro-oxidation of DA: CV responses of 0.2 mM DA on SWNT modified electrodes in 0.1 M PBS at different pH values (6.0, 6.5, 7.0, 7.5, and 8.0, respectively), Scan rate: 50 mV/s; (b) CV responses of 0.15 mM DA on CNTs/CFE in pH 7.0 PBS at various scan rates (20.0, 40.0, 65.0, 95.0, 120.0, 140.0, 160.0, 180.0 and 200.0 mV/s, respectively); (c) Relationship between the peak currents and the scan rates (the linear regression equation was expressed as: Ipa = 0.4050 v + 3.238 (R = 0.9975, red) and Ipc = −0.4541 v - 12.10 (R = 0.9987, black), where v was the scan rate.).
The effect of scan rate (in the range of 20–200 mV·s−1, pH 7.0) of electrochemical behaviors of CNTs/CFE was researched in 0.1 mol/L PBS containing 0.15 mmol/L DA. From Fig. 5(b), we could see that the oxidation peak currents of DA increased along with increasing of scan rates. The plot of cathodic and anodic peak current was linear (R2 = 0.99, Fig. 5(c)), indicating that the electrochemical process was a diffusion-controlled reaction. All above results clearly validated the significant selectivity of CNTs/CFE toward DA.
3.5 Separation of electrochemical responses to DA, AA and UA at the CNTs modified CFE
Fig. 6(a–c) depicted the DPV behaviors of the CNTs/CFE in the presence of AA, DA and UA in 0.1 M PBS (pH 7.0), respectively. The oxidation peak of AA, DA and UA appeared at about 0 V, 0.20 V and 0.02 V, respectively. The results showed that peak current increases with rising levels of dopamine (linear relationship: IDA = −0.4584 C − 21.4329 (R2 = 0.9932)). The linear relationship between the peak current and concentration of AA was IAA = −0.0129 C − 4.7243 (R2 = 0.9905). The peak current for the UA was found to be proportional to their concentration in the range of 0.02–0.8 mM, with correlation coefficients of 0.9850. The detection limits were 10.0 μM, 0.03 μM and 0.6 μM for AA, DA and UA (S/N = 3), respectively.
DPV curves of CNTs/CFE in 0.1 M PBS (pH = 7.0) on the electrooxidation of (a) 25.6–2000.3 μM AA, (b) 5.0–120.6 μM DA, (c) 20.0–800.0 μM UA and (d) Selective detection of DA in the presence of UA and AA, Scan rate: 50 mV/s.
Detection of the individual concentration of these compounds from the overlapped oxidation peak was impossible. Differently, on the CNTs/CFE, three well-defined peaks by DPV were well resolved at about −20 mV, 220 mV and 360 mV, corresponding to the oxidation of AA, DA and UA, respectively, indicating that the simultaneous determination of the three species was feasible, shown in Fig. 6(d). These facts proved the good selectivity of the proposed method and exhibit excellent electrocatalytic effect towards DA, in preference to AA and UA.
This selective detection might be due to the high density of oxygen-containing groups on the CNTs providing a selective interface via hydrogen bonds with the proton-donating group of AA, DA, and UA, beneficial to the catalysis of the oxidation of three substances at the surface of the electrode. Also, it had been discovered that the conducting loosen structure on the CNTs/CFE surface can change the mass transport, facilitating the discrimination of many species which oxidized or reduced at similar potentials, resulting in promoting the electron transfer between the interface of analyte and electrode just like a nanoscale electrode (Chen, 2018). They also indicated that the electrode had a large electroactive surface area, according to the Randles–Sevcik equation ( ), and the average value of CNTs/CFE was (9.15 ± 0.21) × 10−2 cm2 (n = 6) (Kang et al., 2007). Another reason might be the π–π interactions between the CNTs and these molecules which can promote the charge transfer of AA, DA and UA. Furthermore, this detection level would overlap with upper half of clinically relevant ranges which were linked with several diseases.
3.6 Study of stability, reproducibility and interferences
To examine the repeatability of the biosensor, by measuring the DPV response in two individual experiments with a 10-day interval, good stability was shown with the result that 89.04% of its initial signal was retained after 10 days of storage period at 4 °C.
Under pH = 7.0 and Scan rate = 50 mV/s, the prepared sensor was measured by CVs for a 20-cycle successive scan, and a less than <1% deviation of initial responds was observed. The results indicated that the peak currents of electrode changed less than 2.44%.
Additionally, the modified electrodes were stored for 30 days at room temperature before the experiment. No obvious change in peak current was observed; the peak current intensity of DA, AA and UA decayed by 1.05%, 2.80% and 2.51%, indicating an acceptable stability of the biosensor.
3.7 Sample analysis
Fig. 7 showed the practical analytical utility of the method was demonstrated by the measurement of DA·HCl in the real samples of dopamine hydrochloride injection by using the standard addition method without any preliminary treatment. All samples were diluted with 0.1 M PBS (pH 7.0) before the measurement.
Selective detection of DA·HCl in real sample of dopamine hydrochloride injection. (a) DPV responses at CNTs/CFE in 0.1 mol/L PBS (pH 7.0) containing different concentrations of DA·HCl from 25 μmol/L to 125 μmol/L (25, 30, 45, 80 and 125 μmol/L, respectively). Scan rate: 50 mV/s. (b) Relationship between the oxidation peaks current versus concentration of DA·HCl.
As presented in Fig. 7a, the DPV response decreased with the increase of DA·HCl concentration. The recovery of the spiked samples ranged between 93.2% and 104.0%. Therefore, the proposed method might be applied to the determination of DA in real biological samples with satisfactory results. The linear regression equation was Ip = −28.46–0.3258 C with R2 = 0.9942. The detection limit (LOD) calculated was 0.1 uM (S/N = 3). The obtained LOD was comparable with the sensitive sensor reported previously (Nsabimana et al., 2017).
To test the uric acid and ascorbic acid by CNT/CFE in real samples, human urine and the standard addition method were used and the results showed in Table 2. The recovery of real urine samples with different concentrations of UA/AA was between 98.68% and 104.20% with relatively low divergence.
Number
Addition amount (UA, μmol/L)
Addition amount (AA, μmol/L)
UA
AA
Measurement (μmol/L)
Recovery (%)
RSD
Measurement (μmol/L)
Recovery (%)
RSD
1
0
0
11.20
–
–
–
–
–
2
10
20
20.92
98.68%
±1.8
20.85
104.20%
±2.7
3
20
60
31.35
100.48%
±1.6
59.45
99.08%
±1.9
4
30
100
40.89
99.25%
±1.7
99.75
99.75%
±3.2
5
50
150
61.70
100.81%
±2.2
148.15
98.77%
±2.8
4 Conclusion
In summary, a sensitive and cost-effective sensor was constructed based on the CNTs/CFE. And then the modified electrode was used to detect AA, DA and UA. The CNTs were successfully decorated on the surface of CFE. Moreover, the modified electrode could well separate each other while detecting simultaneously AA, DA and UA. The CNTs/CF electrodes presented a loose morphology, with surface area and roughness larger than the CF electrodes, along with high electrocatalytic activities, good selectivity and sensitivity. The modified electrode also showed excellent performance when it used to detect real samples. This research provides important data to the design of low-cost electrochemical sensors based on CNTs/CFE.
Acknowledgements
This work is financially supported by the National Natural Science Foundation of China (21404065, 21574072, 21675091), the Natural Science Foundation for Distinguished Young Scientists of Shandong Province (JQ201403), the Key Research and Development Project of Shandong Province (2016GGX102028, 2016GGX102039), the Project of Shandong Province Higher Educational Science and Technology Program (J15LC20), the Scientific Research Foundation for the Returned Overseas Chinese Scholars of State Education Ministry (20111568), the People's Livelihood Science and Technology Project of Qingdao (166257nsh), the China Postdoctoral Science Foundation (2014M561886, 2015T80695), and the Postdoctoral and the Doctoral Scientific Research Foundation of Qingdao.
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