Abstract
Human epididymis protein 4 (HE4) is a highly sensitive and specific biomarker for diagnosing ovarian cancer. In this work, a new electrochemical aptasensor for rapid and sensitive detection of HE4 was constructed. Firstly, metal–organic framework/ketjen black (NH2-MIL-53(Al)/KB) composite with abundant amino groups and large specific surface area was prepared as signal amplifier to anchor gold nanoparticles (AuNPs). Subsequently, signal probe (SP) and a large amount of electroactive toluidine blue (Tb) were attached on AuNPs to form the tracer label, producing a distinct electrochemical detection signal. Moreover, Ni3(HITP)2 was modified by poly(diallyldimethylammonium chloride, PDDA) to obtain PDDA/Ni3(HITP)2, and then it was covered with deposited gold nanocrystals (DpAu) to form the sensing platform, which increased the electrical conductivity, specific surface area and the loading of triple-helix assembled probes (TAP). Target HE4 was bound to its aptamer in the outer layer of the TAP, leaving a separate capture probe (CP) on the electrode surface that can bind with the tracer label. The proposed aptasensor for HE4 detection showed a wide linear range from 1 to 10 nM with a detection limit of 0.41 fM. In addition, the aptasensor has good selectivity, stability and reproducibility. More importantly, this method showed satisfactory results in clinical serum sample analysis compared with ELISA, possessing application prospects in ovarian cancer diagnosis.
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Introduction
Ovarian cancer is a widespread malignancy that seriously threatens the health of the female reproductive system, it accounts for 4% of all cancers in women. More than 200,000 new ovarian cancer cases are diagnosed worldwide yearly [1]. Over 70% of ovarian cancer patients are diagnosed when progressing to stage II or IV [2, 3]. In addition, statistics show that 90% of patients with early diagnostic ovarian cancer can survive for more than 5 years with surgery and interventional treatment, while patients with advanced ovarian cancer that has metastasized have a 5-year survival rate of less than 30% [4]. In early diagnosis, serum tumor biomarkers are critical for patients with ovarian cancer. Although the preferred biomarkers for ovarian cancer are CA125 antigen, it has a high false positive rate and is not very sensitive for diagnosing early-stage ovarian cancer [5]. Human epididymis protein 4 (HE4) is a secreted protein of the whey acidic protein family discovered in the epithelial cells of the epididymis. The immunohistochemistry and gene microarray results showed that HE4 was not expressed in normal ovarian epithelial cells but was highly expressed in ovarian plasmacytoma and ovarian endometrioid carcinoma cells and was not expressed or lowly expressed in most non-ovarian carcinomas. According to the literature [6], the critical value of HE4 in healthy premenopausal women is 70 pM, while the value is 140 pM in postmenopausal women. Therefore, samples are generally defined as positive when their concentrations exceed 140 pM.
Currently, traditional HE4 assays mainly include enzyme immunoassay (EIA) and chemiluminescence enzyme immunoassay (CLEIA) [7]. However, these methods are prone to problems of sensitivity and accuracy. Electrochemical biosensors are widely used for their high sensitivity, simplicity, low cost and portability. For example, Mattarozzi et al. proposed a competitive immunosensing strategy to determine HE4 on magnetic microbeads with HE4 antigenic function [8]. Although antibodies have good specificity, they also have disadvantages such as higher cost and less easy preservation [9]. In recent years, aptamers, as artificially designed and synthesized single-stranded oligonucleotide fragments with strong recognition and high affinity, have been increasingly used because of their low cost, high specificity, high affinity, good stability and easy modification [10].
Nanomaterials are often applied to improve the analytical performance of electrochemical aptasensors. Metal–organic frameworks (MOFs) are of great interest because of their porosity, large surface area, structural and functional diversity, and ease of modification [11, 12]. Conductive MOFs such as Cu3HIB2 [13] and CoxNi3-x(HITP)2 [14], are currently used in electrochemistry because of their electrical conductivity in addition to the above advantages. For example, Lei et al. prepared the complex with a conductive metal–organic framework and an ionic liquid for the detection of bisphenol A (BPA), which was supported by Ni3(HITP)2 [15]. Moreover, NH2-MIL-53(Al) has a big aperture of 4.80 nm and an outstanding Brunauer–Emmet–Teller (BET) surface area of 187.8 m2/g as MOF [16]. However, it has the disadvantage of poor electrical conductivity, which inhibits electron transfer [17]. Combining MOFs and carbon-based materials such as ketjen black (KB) can significantly improve the conductivity of MOFs owing to the high specific surface area, satisfactory electrical conductivity and great stability of KB [18]. Therefore, in this work, KB was combined with the MOF of NH2-MIL-53(Al) to form the new NH2-MIL-53(Al)/KB composite. Toluidine blue (Tb), a basic biological dye, has a special electroactivity that allows it to produce a characteristic peak in phosphate buffer. Then AuNPs are attached to the surface of NH2-MIL-53(Al)/KB, which are used to immobilize amino groups-modified signal probe (SP) and Tb through Au–N bonds to form the tracer label.
In addition, triple-helix aptamer probe (TAP) is often used in aptasensor because of its unique structural features. TAP has the same stability and excellent affinity as double-stranded DNA [19, 20], and it requires no redesign of the probe for signal transduction, making it simple and economically efficient to operate [21]. Herein, a simple electrochemical aptasensor for HE4 was constructed. First, poly(diallyldimethylammonium chloride, PDDA) modified Ni3(HITP)2, was covered with deposited gold nanocrystals (DpAu) to form the sensing platform for the immobilization of TAP. When the target HE4 was in existence, HE4 bound to the outer loop-aptamer of the TAP immobilized on the electrode, the structure of the TAP was disrupted and the aptamer was taken away. Then the stem-capture probe (CP) inside was left exposed on the electrode and hybridized with the added tracer label to generate a signal current for quantitative detection of HE4. Figure 1 shows the stepwise fabrication of the HE4 aptasensor and the preparation of the tracer label.
Experimental section
Materials and chemicals
N, N-dimethylformamide (DMF) and 2, 3, 6, 7, 10, 11-hexaaminotriphenylene (HATP·6HCl) were bought from Macklin Co., Ltd. (Shanghai, China). Chloroauric acid (HAuCl4), 2-aminoterephthalic acid (NH2-BDC) and poly (diallyldimethylammonium chloride) (PDDA) were ordered from Sigma-Aldrich Chemical Co. (USA). Bovine serum albumin (BSA, 98%) and toluidine blue (Tb) were brought from J&K Scientific Co., Ltd. (Beijing, China). Urea, aluminum chloride hexahydrate (AlCl3·6H2O) and nickel chloride hexahydrate (NiCl2·6H2O) were ordered from Aladdin Reagent Co., Ltd (Shanghai, China). Ethanol, ammonia water (NH3·H2O) and methanol were provided by Chongqing Chuandong Chemical Group Co., Ltd. (Chongqing, China). Sodium citrate dihydrate was provided by Chengdu Kelong Chemical Reagent (Chengdu, China). Ketjen Black (KB) was achieved from Guangdong Canrd New Energy Technology Co., Ltd. (Guangdong, China). Human epididymis protein 4 (HE4, purity: > 95%, molecular weight: 11 kDa) was obtained from Abcam (Britain). Other chemicals were of analytical purity. The nucleotides involved were purchased by Sangon Biotech Co., Ltd (Shanghai, China) and the specific sequences are as follows:
HE4 binding aptamer [21]: 5'-(CH2)6-CTTCTCTTTATCGTACGACAGTCATCCTACACT CTCTTC-3'.
Signal probe (SP): 5'-NH2-(CH2)6-TTCTCTTCTTT-3'.
Capture probe (CP): 5'-NH2-(CH2)6-AAAGAAGAGAAG-3'.
Nucleotide solutions were prepared with 10 mM Tris–HCl buffer (pH 7.4) containing 50 mM KCl and 1 mM MgCl2. [Fe(CN)6]3−/4− (5 mM) containing 0.1 M KCl was used to characterize each step in the cyclic voltammetry (CV) response of the aptasensor and calculate specific surface area. Human serum samples were collected at the Department of Gynecology, the First Affiliated Hospital of Chongqing Medical University. This study was approved by the Ethics Committee of Chongqing Medical University (approval No. 2021109). Phosphate buffer (PB, 0.1 M, pH 7.4) containing MgCl2 (2 mM) and KCl (10 mM) was used to record the differential pulse voltammetry (DPV) response of the aptasensor.
Apparatus
A three-electrode system was used for electrochemical detection, i.e., platinum wire (auxiliary electrode), modified glass carbon electrode (GCE, 4 mm in diameter, working electrode) and saturated calomel electrode (SCE, reference electrode). The measurements by CV (measurement range: − 0.2 V–0.6 V with a scan rate of 100 mV s−1 in 5 mM [Fe(CN)6]3−/4−), DPV (measurement range: − 0.7 V–0.1 V in 0.1 M PB) and electrochemical impedance spectroscopy (EIS, frequency range: 0.1 Hz to 0.1 MHz in 5 mM [Fe(CN)6]3−/4−) were made on a Metrohm Autolab electrochemical workstation (PGSTAT302N, China). Morphological and dimensional characterizations of the synthesized nanomaterials were performed by transmission electron microscopy (TEM, FEI talos f200s) and scanning electron microscope (SEM, ZEISS SIGMA 500). energy dispersive spectrometer (EDS, bruker xflash 6130, Germany), X-ray photoelectron spectroscopy (XPS, Thermo ESCALAB 250Xi, USA) and fourier transform infrared spectrometer (FT-IR, Nicolet iS 5 FT-IR, USA) were used to investigate the composition and chemical bonding properties of nanomaterials, respectively.
Preparation of PDDA/Ni (HITP)2
The synthesis of Ni3(HITP)2 was derived from a previous literature report [15]. 38.48 mg of NiCl2·6H2O was dissolved in 2.38 mL of ultrapure water, and another 58.15 mg of HATP·6HCl was dispersed in 16.67 mL of ultrapure water. The above two solutions were mixed and 0.54 mL of concentrated NH3·H2O was applied dropwise, then stirred continuously at 60 °C for 1 h, followed by 2 h at room temperature. After the reaction, some black precipitates were obtained, washed by centrifugation three times, and then the products were dried in a vacuum oven at 25 °C for 12 h. Next, 1.5 mg of prepared Ni3(HITP)2 was dissolved in 1 mL of ultrapure water, and 200 μL of 1% PDDA was added subsequently and stirred overnight. After being washed by centrifugation, PDDA/Ni3(HITP)2 was dispersed in 1 mL of ultrapure water.
Synthesis of NH2-MIL-53(Al)
NH2-MIL-53(Al) was prepared based on the literature report [22]. 1.449 g of AlCl3·6H2O and 1.087 g of NH2-BDC were dissolved in 30 mL of ultrapure water and mixed well with stirring for 30 min. Then 30 mL of ultrapure water containing 0.7205 g of urea was added dropwise with stirring for 30 min. The resulting homogeneous product was moved into the Teflon autoclave and the reaction was carried out at 150 °C for 5 h. After washed and centrifugation at 8000 rpm, the obtained composite was sequentially redissolved in DMF and methanol and stirred separately for one day. Finally, after removing the solvent by centrifugation, the obtained product was dried in oven.
Preparation of the tracer label
2 mg NH2-MIL-53(Al) powder was dissolved into 2 mL ultrapure water, then 2 mg of KB was added to the dispersion, followed by sonicating until the mixture was well dispersed and then stirring gently overnight. Then 1 mL of AuNPs was added directly and stirred for 6 h. After washing by centrifugation with water, the precipitate was dissolved with 2 mL of ultrapure water to get NH2-MIL-53(Al)/KB/AuNPs. Subsequently, 2 mg of Tb was added to the product obtained above, stirred for 12 h and washed several times by centrifugation. The tracer label was obtained by adding excessive SP (2 μM) and stirring gently at 4 °C for 12 h, centrifuging and dispersing in 2 mL ultrapure water.
Fabrication of the electrochemical aptasensor
First, bare GCE was initially polished with 0.3 and 0.05 µm alumina powder, and then sonication in ultrapure water and ethanol several times. After that, 10 μL PDDA/Ni3(HITP)2 suspension was dropped onto the mirrored surface of GCE. Continuous electrochemical deposition (potential: − 0.2 V) was performed to obtain the DpAu layer. Then it was incubated with 10 μL of prepared TAP (2 μM of aptamer and CP were mixed, heated at 95 °C for five minutes, and then incubated at 37 °C for two hours to form TAP) overnight at room temperature. Afterward, 10 μL BSA (1 wt%) was dropped on the modified electrode for 40 min to block the nonspecific sites. Finally, 20 μL of different concentrations of target HE4 and 10 μL of prepared tracer label were incubated on the electrode surface for 1.5 and 2 h, respectively. After each step, the electrodes are rinsed with DEPC water.
Results and discussion
Characterization of different materials
SEM and TEM were performed to investigate the morphological and dimensional characteristics of the as-prepared composites. Ni3(HITP)2 exhibited flower and thorn-like morphology and rough surface [23] (Fig. 2A, D). As indicated in Fig. 2B, NH2-MIL-53(Al) had irregularly blocky structure and many spherical KB (Fig. 2C) were visibly distributed on the surface of NH2-MIL-53(Al), indicating that NH2-MIL-53(Al)/KB were successfully synthesized. In addition, Fig. 2E, F showed the TEM and EDS images for NH2-MIL-53(Al)/KB/AuNPs-Tb, further confirming the synthesis of the nanohybrid.
Structural characterization of the nanocomposites
The FT-IR spectra in Fig. 3A verified the different structures of the nanomaterials and their interactions. The characteristic band of NH2-MIL-53(Al) was seen in curve a, which was consistent with previous reports. Specifically, the two absorption peaks near 1583 and 1498 cm−1 represented carbonyl asymmetric stretching, while the absorption peaks around 1440 and 1401 cm−1 attributed to carbonyl symmetric stretching. And the bands at 3495 and 3386 cm−1 were due to the NH2 group [24]. KB had no remarkable infrared absorption (curve b). There was a slight red shift (curve a) compared to NH2-MIL-53(Al)/KB (curve c), especially the red shift of the C–H bend in the aromatic ring at 773 cm−1, indicating the existence of van der Waals interactions between KB and MOF caused by C-H–π or π–π [25, 26]. Moreover, XRD pattern of Fig. 3B showed that all the peaks of the prepared NH2-MIL-53 were consistent with peaks of the XRD pattern in the literature [22]. Furthermore, XPS was used to illustrate the elemental composition of the NH2-MIL-53(Al)/KB/AuNPs-Tb. As shown in Fig. 3C, it was evidenced that this nanocomposite was successfully constructed from the characteristic peaks of O1s, N1s, C1s, S2p, Au4f and Al2p.
Electrochemical characterization of the prepared HE4 aptasensor
Figure 4A showed the CV measurements in 5 mM [Fe(CN)6]3−/4−, which was utilized to verify the modification steps of the aptasensor. When bare GCE (curve a) was modified with PDDA/Ni3(HITP)2 (curve b) and followed by electrodeposition of DpAu (curve c), the peak current responses were increased, respectively, due to their conductive properties. When TAP was immobilized on the electrode through the Au–N bond, the current dropped due to its obstruction of electron transfer (curve d). The current response further decreased by blocking the nonspecific binding sites with nonconductive BSA (curve e). However, there was a slight increase in current due to the decrease in resistance caused by HE4 taking away the aptamer from the outer layer of the TAP (curve f). The EIS measurements on different modified electrodes were used as another tool to characterize the variation in the interfacial properties (Fig. 4B), which can respond to changes in electron transfer resistance. It can be seen that the EIS characterizations correspond to the CV measurements, suggesting the successful construction of the aptasensor.
CV was also strongly related to the specific surface area of electrodes, which reflected the properties of the substrate material. CV measurements were performed at different scan rates on bare GCE (Fig. 4C) and the DpAu/PDDA/Ni3(HITP)2/GCE (Fig. 4E). The effective surface area of the bare GCE was calculated to be 0.086 cm2 (Fig. 4E) from the Randle–Sevcik equation [27]. In comparison, the effective surface area of the DpAu/PDDA/Ni3(HITP)2/GCE was 0.320 cm2 (Fig. 4F). This demonstrated that the nanocomposite can improve the specific surface area of electrodes to promote electronic transport.
Optimization of experimental parameters
The optimal NH2-MIL-53(Al)/KB concentration ratio had significant effect on the loading amount of Tb and affected the signal response of the aptasensor. Different ratios for NH2-MIL-53(Al)/KB were measured (NH2-MIL-53(Al): KB = X:1, X = 0, 0.25, 0.5, 1, 2, 4). As observed in Fig. 5A, the current value reached its maximum value when the material was uniformly dispersed at a ratio of 1: 1. The response value of X = 0.25 was slightly smaller than that of X = 0 due to the poor conductivity of MOF. However, the current increased with increased NH2-MIL-53(Al), indicating a synergistic effect between NH2-MIL-53(Al) and KB. However, after X exceeds 1, the current gradually decreased, mainly because the excessive MOF hindered electron transfer.
Figure 5B showed the detection of HE4 (100 fM) with DPV at 0.1 M PB of different pH levels (5, 6, 7, 7.4, 8 and 9). Since the aptamer is DNA biomolecule, and the pH of normal human blood is about 7.35 to 7.45, under highly acidic and alkaline conditions, the body’s buffering system is disrupted and the structure of nucleotides is affected. Therefore, current values have an abrupt change at about pH of 7.4.
In addition, the grafting time between CP and tracer label was also a critical factor affecting the response signal of the aptasensor and incubating the target HE4 on the electrode at different reaction times (0.5, 1.0, 1.5, 2.0 and 2.5 h). As seen in Fig. 5C, the optimal time was 1.5 h because longer reaction time will lead to the oversaturation of the protein and inhibit electron transfer.
Finally, the electrodeposition time of HAuCl4 was related to the surface area for the fixed TAP and also affects the magnitude of the current response. Figure 5D shows the electrodeposition of DpAu on the electrode surface at different times (15, 30, 45, 60 and 75 s), and the maximum current value was 30 s.
Analytical performance evaluation of the aptasensor
Under optimal experimental conditions, electrochemical detection signals for different concentrations of HE4 were recorded by DPV to investigate the sensitivity and quantitative range. Figure 6A showed a good linear range of the aptasensor (1 fM to 10 nM) with a progressive increase in peak current with increasing HE4 concentration. The calibration plot was illustrated in Fig. 5B, which showed that the aptasensor has good linearity and the regression equation obtained was ΔI = 13.85lgc + 22.98 with a correlation coefficient of 0.9985. The calculated limit of detection (LOD) was 0.41 fM. Moreover, the detection performances of the prepared aptasensor were evaluated in comparison with other previously reported methods for detecting HE4 (Table 1). It was observed that the proposed electrochemical aptasensor had wider linear range and lower LOD than that of other methods.
Stability, specificity and reproducibility studies
The short-term stability of the aptasensor was verified by continuous CV measurements on the prepared electrodes (Fig. 7A). After 50 cycles, the peak oxidation current value decreased by 8.8% compared to the initial peak oxidation current. Next, to verify long-term stability, the as-prepared aptasensors were kept at 4 °C and measured every 4 days (Fig. 7B). After 8 days and 16 days, the current remained at 92.56% and 88.64% of the initial current, respectively. It can be demonstrated that the aptasensor exhibited acceptable stability.
Since HE4 is present in human serum, where interfering substances may be present, the results were evaluated using neuron-specific enolase (NSE), human epidermal growth factor receptor 2 (HER2), human serum albumin (HSA), cytokeratin fragment antigen 21–1 (CYFRA21-1), prostate-specific antigen (PSA), carcinoembryonic antigen (CEA) and blank solution to assess the specificity of this aptasensor. As displayed in Fig. 7C, the signal of the target HE4 (10 pM) was significantly higher than the interfering substances (1 nM). At the same time, no significant difference was observed between the interferents and the blank control, indicating that these interferents did not bind significantly to the aptamer. Furthermore, the reproducibility was studied with DPV using five different electrodes prepared under the same conditions to detect 10 pM HE4 (Fig. 7D). These electrodes exhibited close current peaks with calculated RSD of 2.55%. These results showed the excellent selectivity and reproducibility of aptasensor for detecting HE4 within complex environments.
Recovery experiment of aptasensor
The standard addition method was used with human serum samples to further evaluate the feasibility and utility of this electrochemical aptasensor for real sample analysis. Healthy human serum samples were prepared at different concentrations of HE4 (1 fM, 100 fM, 10 pM and 1 nM) by diluting the serum samples up to 50-fold with 0.1 M PB (pH 7.4). As shown in Table 2, recovery ranged from 92.15% to 103.5% and RSD from 2.93% to 7.42%, indicating acceptable recovery of the aptasensor.
Clinical serum samples analyses
For serum samples pretreatment, they were centrifuged at 3000 rpm for 10 min and then stored in portions at − 80 °C to avoid repeated freezing and thawing to render the serum inactive (Fig. 8A). Study of patients with ovarian cancer (n = 10) and healthy volunteers (n = 10) of 20 human serum samples was examined to further determine the diagnostic value of the aptasensor (Fig. 8B). It was clear that the current response was higher in ovarian cancer patients than in healthy volunteers, indicating that HE4 was highly expressed in the ovarian cancer group.
Comparison of results from the aptasensor and ELISA
To evaluate the clinical application of this proposed method, 20 serum samples were tested by both aptasensors and ELISA kits. The area under the resulting ROC curve was calculated as 0.93, with a sensitivity of 90% and specificity of 80% (Fig. 8C). At the same time, the area under the ROC curve of ELISA is 0.85, which is slightly lower than that of aptasensor. These results suggest that aptasensor has great potential for clinical diagnosis of ovarian cancer. The two methods have a good correlation. Therefore, the prepared electrochemical aptasensor is expected to be a promising platform for diagnosing HE4 in human serum.
Conclusions
In summary, we have constructed an electrochemical aptasensor for HE4 detection for the first time. NH2-MIL-53(Al)/KB/AuNPs-Tb nanohybrid was prepared as a new redox nanoprobe and PDDA/Ni3(HITP)2 as a sensing platform to improve the detection performances of the aptasensor. As expected, NH2-MIL-53(Al)/KB/AuNPs-Tb exhibited outstanding redox activity and good electrical conductivity. In addition, PDDA/Ni3(HITP)2 had the benefit of high specific surface area and superior electrical conductivity, which contributed to the synergistic effect of the individual nanomaterials. This aptasensor showed high sensitivity and lower LOD, as well as good stability, reproducibility and specificity. It also showed good recovery in spiked sera, opening up a new avenue for detecting HE4. However, this method has inevitable imperfections, such as complicated material and construction processes. Therefore, we will strive to improve these imperfections in our upcoming endeavors.
Data availability
The data that has been used are confidential.
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Acknowledgements
This work is supported by National Natural Science Foundation of China (82072378, 81601856), Chongqing Talents: Exceptional Young Talents Project, China (CQYC202005015, cstc2021ycjh-bgzxm0328), Ba Yu Scholar Program, China (YS2019020), Program for Youth Innovation in Future Medicine, Chongqing Medical University, China (W0067), Funds for High Level Young Science and Technology Talent Cultivation Plan in Chongqing Medical University, China (2019) and Discipline Talent Training Program of College of Pharmacy in Chongqing Medical University, China (YXY2019XSGG4, YXY2021BSH04).
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Hu, R., Mu, Z., Gong, F. et al. A signal-on electrochemical aptasensor for sensitive detection of human epididymis protein 4 based on functionalized metal–organic framework/ketjen black nanocomposite. J Mater Sci 58, 9633–9645 (2023). https://doi.org/10.1007/s10853-023-08627-9
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DOI: https://doi.org/10.1007/s10853-023-08627-9