Abstract
A green electrodeposition method was firstly employed for the synthesis of round hairbrush-like gold nanostructure in the presence of cadaverine as a size and shape directing additive. The nanostructure which comprised of arrays of nanospindles was then applied as a transducer to fabricate a signal-on built in-marker electrochemical aptasensor for the detection of human prostate-specific antigen (PSA). The aptasensor detected PSA with a linear concentration range of 0.125 to 128 ng mL−1 and a limit of detection of 50 pg mL−1. The aptasensor was then successfully applied to detect PSA in the blood serum samples of healthy and patient persons.
Introduction
Prostate cancer (PCa) is the most common cancer in men and is the second-leading cause of cancer mortality in men. This cancer accounts for sixth percent of the total cancer deaths in males1. Therefore, early diagnosis is very important to prevent PCa.
Prostate-specific antigen (PSA) is a biomarker that is most widely employed for the detection of PCa2. It has been shown that PSA is the most validated biomarker for the early detection of prostate cancer and monitoring the disease recurrence after treatment3. PSA is a glycoprotein with chymotrypsin-like protease activity and exists naturally in the human serum, either free or in combination with various proteinase inhibitors4. Increment in the PSA concentration to >4.0 ng mL−1 is usually suspected to the appearance of tumors in the prostate and a biopsy should be performed5. A total PSA level higher than 10 ng mL−1 is generally considered with PCa6. Therefore, the development of reliable, specific, rapid and simple methods for determination of PSA is very important in the early diagnosis of PCa or monitoring of the disease after treatment.
Up to now, different methods have been reported for the detection of PSA including radioimmunoassay7, fluorescence detection8, enzyme-linked immunosorbent assay9, surface plasmon resonance10, chemiluminescent immunoassay11, surface-enhanced Raman scattering12, and electrochemical methods13. Some of these methods employ antibody assays which are expensive, inactive, inconvenient, time-consuming and complicated, and suffer from the disadvantages of antibodies related to the production, stability, and manipulation14, 15. In addition, biosensors based on PSA aptamers with optical16, 17 or electrochemical5, 18–20 transductions have been reported. Aptamers, as artificial single-stranded DNA or RNA, selectively bind to small biomolecules and complex species such as cells21. Aptamers are one of the suitable choices for recognition due to their advantages including high binding affinity, good stability, high specificity, and wide range of detection22. However, already reported electrochemical PSA aptasensors suffered from the drawbacks of complexity of fabrication5, 19, multiple materials and binding steps needed for immobilization of aptamers5, 18, or high cost of the detection devices20. Therefore, development of novel biosensors for PSA detection is highly interested. Besides, electrochemical methods have advantages. Some of them are ease of miniaturization, high sensitivity, low cost, and rapid response23, 24.
Nanotechnology plays a principal role in the fabrication of electrochemical sensors and biosensors25–31. Modification of the electrode surface by novel nanomaterials is an effective step to improve the performance of electrochemical aptasensors32. Due to the advantages of gold nanostructures including high surface area and electron transfer rate, and unique chemical characteristics, they are promising nanomaterials for immobilization of aptamers33, 34. In addition, gold nanostructures are being used to improve the selectivity and sensitivity of detection28, 33–37. A combination of aptamers with nanomaterials to fabricate electrochemical PSA biosensors provide sensitive and specific methods of PSA determination5, 34, 38. In the present study a built in-marker aptamer was employed for PSA detection based on a transducer of hairbrush-like gold nanostructure.
Figure 1 presents FESEM images (A-C) of the HL-Au electrode surface with different magnifications. Low-magnified images indicate that the surface was covered by round hairbrush-like rods. High-magnified image indicates that the rods surface comprised of spindles of 30–150 nm in diameter. Figure 1D shows an EDS spectrum of the hairbrush-like gold nanostructure confirming that the deposited layer comprised of pure gold. The shape and size of the hairbrush-like gold nanostructure provides an appropriate substrate (as a transduction element) for aptamer immobilization, and can promote aptamer-PSA binding39. Real surface area of the hairbrush-like gold nanostructure was measured, and it was obtained that the surface area of the HL-Au electrode is ∼1.6 times of the Au electrode. Therefore, the HL-Au electrode has a larger surface area providing a high surface concentration of immobilized aptamer for a higher sensitive biosensing.
For electrodeposition of the hairbrush-like gold structure a negative overpotential of 0 V (vs. AgCl) was applied. This leads to a fast gold atom formation40 and producing many randomly distributed nuclei at the surface. On the other hand, cadaverine is simultaneously adsorbed on the (1 1 1) plane of the nuclei41. This is due to the binding affinity of polyamines (such as cadaverine) to the gold surface42–44. Cadaverine also provides a positive charge surface due to its protonation in the synthesis solution, and therefore, more adsorption of AuCl4 − ions on the (1 1 1) plane occurs following via preferential growth along the (1 1 1) directions by the diffusion-limited aggregation mechanism45.
DPVs recorded for the aptasensor in Tris before and after binding with different concentrations of PSA are shown in Fig. 2A. PSA binding induces aptamer folding into a new structure decreasing the distance between MB and the aptasensor surface. Therefore, the electron transfer efficiency is accelerated. Figure 2B shows the dependency of the DPVs peak currents on the PSA concentration. This calibration plot is linear in the range of 0.125 to 128 ng mL−1 of PSA with a regression equation of y = −(0.032 ± 0.0006)x + (0.0562 ± 0.0007). Based on this plot, a limit of detection (LOD, 3δ/m) of 0.04 ng mL−1 for PSA was attained. In Table 1, a comparison between LOD values reported for the PSA detection methods is summarized.
Table 1.
Detection method | Recognition element | Linear range (ng mL−1) | LOD (pg mL−1) | Reference |
---|---|---|---|---|
Fluorescence | Dye-labeled aptamer/MoS2 nanosheets | 0.5–300 | 200 | 16 |
Chemiluminescence | Dye-labeled aptamer/Fe3O4-graphene oxide nanoparticles | 1.6–50 | 500 | 17 |
Electrochemistry | Aminated aptamer | 1–100 | 1000 | 18 |
Electrochemistry | Biotinated aptamer | 0.25–200 | 250 | 5 |
Electrochemistry | Aptamer-MIP hybrid | 0.1–100 | 1 | 19 |
Electrochemical impedance | Aptamer | 0.007–6 | 1000 | 20 |
Electrochemistry | Aptamer | 0.125–200 | 50 | 34 |
Surface acoustic wave detection | Aptamer beacon | 10–1000 | 1.0 × 104 | 50 |
RLS assay | Aptamer-modified AuNPs | 0.13–110 | 320 | 51 |
Electrochemical immunoassay | Label-free PSA antigen | 0.05–5 | 13 | 52 |
Electrochemical immunoassay | Graphene/cobalt hexacyanoferrate | 0.02–2 | 100 | 53 |
Electrochemical immunoassay | Magnetic beads enzyme linked immunosorbent | 0–1 | <100 | 54 |
Voltammetric ELISA | DAB-H2O2-HRP | 0.2–32 | 100 | 55 |
Electrochemical immunoassay | Ab1-Ag-Ab2-HRP | 0–15 | 250 | 56 |
Electrochemical dual sensing | Enzyme/antibody | 1–10 | 1000 | 57 |
Colorimetric assay | PSA peptide | 0.1–100 | 1.0 × 104 | 58 |
Optical | Antibody | 0.0005–5 | 10 | 59 |
Duplexed immunoassay | Functional microbeads | 0.01–5 | 50 | 60 |
Cathodic ECL immunoassay | Antibody/luminal/graphene | 0.01–8 | 8 | 61 |
Sandwich-type immunoassay | Antibody on PDMS microfluidic chips | 4–10 | 520 | 62 |
Chemiluminescence | Dye-labeled aptamer | 1.9–125 | 1.0 × 103 | 63 |
SIA | Antibody | 0.001–1000 | 0.11 | 64 |
ECL | Sandwich-type immunoreaction | 0.001–10 | 0.3 | 65 |
Electrochemistry | Graphene oxide/ssDNA/PLLA nanoparticles | 0.05–100 | 1.0 × 103 | 66 |
Bridge-shaped PZT resonator | Antibody | 0.01–0.1 | 4.0 × 103 | 67 |
Magnetic immunoassay | SERS-based microdroplet | 174 droplets per minute | 100 | 68 |
Electrochemistry | Peptide cleavage | 0.001–30 | 0.78 | 69 |
Imprinted capacitive biosensor | Microcontact-PSA-MIP | 0.00001–100 | 0.6 | 70 |
Microarray immunoassay | Antibody | 0.005–500 | 5 | 71 |
Electrochemistry | Aptamer-attached marker (MB) | 0.125–128 | 40 | This work |
Abbreviations: Ab1-Ag-Ab2-HRP: Antibody1-antigene-antibody 2- horseradish peroxidase. AuNPs: Gold nanoparticles. DAB-H2O2-HRP: 3,3′-diaminobenzidine-H2O2-horseradish peroxidase. ECL: Electrochemiluminescence. LOD: Limit of detection. MB: Methylene blue. MIP: Molecularly imprinted polymer. PDMS: Poly(dimethylsiloxane). PLLA: Poly-L-lactide. PZT: Lead zirconate titanate. RLS: Resonance light scattering. SIA: Surface-enhanced Raman scattering (SERS)-based immunoassays. ssDNA: Single stranded DNA.
In order to inspection the selectivity of the aptasensor, DPVs for binding the non-specific proteins of hemoglobin and bovine serum albumin were recorded and shown in Fig. 3. The peak currents had a little decrement. It should also be noticed that the blood serum carries different biologicals such as enzymes, proteins, hormones and antibodies with high concentrations. The aptasensor could directly analyze PSA in the serum samples with small values of constant error, and therefore, it can be considered as selective.
In order to apply the aptasensor for PSA detection in real samples, blood serum samples of healthy and patient persons (already confirmed by an immunoradiometric assay) were analyzed. It was obtained that peak currents in DPVs recorded for the healthy samples were near the same as that for the absence of PSA (data not shown). The PSA levels of the patient samples could be quantified, and compared with those obtained by the immunoradiometric assay in Table 2. The results indicated that the aptasensor can be applied for PSA detection in patients and clinical diagnosis.
Table 2.
Nominal valuea (ng mL−1) | Obtained value (ng mL−1) | Bias (%) |
---|---|---|
5.31 | 5.2 | −2.1 |
6.78 | 6.94 | 2.4 |
6.87 | 6.99 | 1.7 |
8.48 | 8.54 | 0.7 |
8.71 | 8.72 | 0.1 |
9.19 | 8.95 | −2.6 |
10.92 | 11.01 | 0.8 |
12.31 | 11.88 | −3.5 |
13.31 | 13.60 | 2.2 |
19.00 | 18.46 | −2.8 |
aNominal values were obtained by the immunoradiometric assay.
Reproducibility of fabrication of the aptasensor was inspected by immersion in the Piranha solution for 30 s and re-fabrication (n = 4), and DPVs were recorded (Fig. 4). The results showed a relative standard deviation (RSD) of 3.8% for the peak current.
In order to inspect the regeneration of the aptasensor, it bonded with PSA for 1 h at 37 °C and then immersed in hot water of 70 °C for 5 min to release PSA. Then it was cooled down slowly to room temperature and re-bonded with the same PSA concentration (n = 4). DPVs were recorded after repeated binding with 1.0 ng mL−1 PSA and shown in Fig. 5. Based on the data, a RSD of 4.1% was obtained for regeneration of the aptasensor.
To evaluate the stability of the aptasensor, DPVs were recorded for 1.0 ng mL−1 PSA in consecutive days, and aptasensor was stored in Tris at 4 °C. The peak current did not regularly change at least for 25 days.
In summary, hairbrush-like gold nanostructure was firstly electrodeposited in the presence of cadaverine. It seems that the molecules bearing multiple amine functional groups can enforce gold nucleation and growth process in a special direction, and produce special shape and size of gold nanostructures. A specific aptamer for PSA was then modified with MB (as a marker) to produce a built in-marker aptamer. The gold nanostructure, as a transducer, was employed for immobilization of a high surface concentration of the aptamer and fabrication of an aptasensor. Aptasensor was signal-on type, had a low LOD for PSA, can detect PSA in patients’ samples, and would be applicable for clinical analysis.
Methods
Materials
All chemicals were of analytical grade from Scharlau (Spain) or Merck (Germany). All solutions were prepared by redistilled water. A specific aptamer sequence for PSA which was modified with methylene blue (MB) was employed with following sequence. It has been reported that this sequence has a high affinity to PSA46 and modified with MB in this study: 5′ SH-(CH2)6 TT TT TA AT TA AA GC TC GC CA TC AA AT AG CT TT-3′-MB.
The aptamer was purchased from Bioneer (Korea). PSA, hemoglobin and bovine serum albumin were purchased form Sigma (USA). The aptamer stock solutions were prepared with a 20 mmol dm−3 Tris-HCl buffer, pH 7.4 solution (Tris) and kept frozen.
Apparatus
Electrochemical measurements were performed in a three-electrode cell connected to a μ-Autolab potentiostat/galvanostat (the Netherlands). An Ag/AgCl, 3 mol dm−3 KCl, a platinum rod, and a gold disk (Au, 2 mm of diameter) or the Au electrode deposited with hairbrush-like gold nanostructure (HL-Au electrode) were employed as the reference, counter and working electrodes, respectively. The system was run on a PC by GPES 4.9 software.
Field emission scanning electron microscopy (FESEM) was performed using a Zeiss, Sigma-IGMA/VP (Germany) equipped with energy-dispersive X-ray spectroscopy (EDS). The samples were coated by a 2–5 nm thin film of gold by sputtering.
Preparation of HL-Au electrode
Firstly, the Au electrode was polished on a polishing pad with 0.05 μm-alumina powder lubricated by water. Polishing was continued to attain a mirror-like surface. The electrode was then cleaned by immersion in a 1:3 water/ethanol mixture and ultrasonication for 8 min in an ultrasound bath. It was further electropolished in a 500 mmol dm−3 H2SO4 solution and applying cyclic potential in the range of cathodic to anodic edges of the electrolyte stability for 20 consecutive cycles. The Au electrode was then transferred to a cell containing the electrodeposition solutions containing 20 mmol dm−3 HAuCl4 + 500 mmol dm−3 H2SO4 + 150 mmol dm−3 cadaverine. Electrodeposition was done at 0 mV for 600 s. The nsAu electrode was then rinsed thoroughly with distilled water.
Immobilization of the aptamer
Lyophilized aptamer was dissolved in distilled water. Then, 10 µL dithiothreitol (DTT) solution (containing 10 mmol dm−3 sodium acetate, pH 5.2 and 500 mmol dm−3 DTT) was added, mixed, and incubated at room temperature for 15 min. Excess DTT and thiol fragments were removed from the mixture by extraction with ethyl acetate (three times, total volume of 150 µL), and the upper layer was discarded, the next step was then immediately performed. Immobilization of aptamer was done by dropping 10 μL of 10.0 μmol dm−3 aptamer solution dissolved in Tris on the HL-Au electrode surface and kept at 4 °C for 8 h11, 28, 34. Then, the electrode was rinsed with Tris, and further treated with 1.0 mmol dm−3 6-mercapto-1-hexanol at room temperature for 30 min to obtain a well aligned aptamer monolayer11, 28, 34. Then, the electrode was washed again with Tris and double distilled water, respectively, to remove non-specific adsorbed thiols. The obtained electrode was denoted as aptasensor
PSA binding
PSA binding process was performed by immersing the aptasensor into Tris containing various concentrations of PSA for 1 h at 37 °C47, 48 and then rinsed with Tris.
Electrochemical measurements
The real surface areas of the Au and HL-Au electrodes were electrochemically determined. The electrodes were transferred to a solution of 0.5 mol dm−3 KCl containing 0.5 mmol dm−3 K4[Fe(CN)6], and cyclic voltammograms at different potential sweep rates were recorded. Using the Randles-Sevcik equation25 and the value of 7.60 × 10−6 cm s−1 for the diffusion coefficient of [Fe(CN)6]4− 49, the real surface areas of the Au and HL-Au electrodes were measured.
Electrochemical detection of PSA was done in an electrochemical cell containing 10 mL Tris by recording differential pulse voltammograms (DPVs) for the reduction peak of aptamer built in-MB. DPVs were recorded with a pulse width of 25 mV, a pulse time of 50 ms, and a scan rate of 10 mV s−1. All electrochemical measurements were performed at room temperature.
Human samples
Blood samples of patient and healthy persons in our study provided by Faghihi Hospital Shiraz (Iran), and approved by Ethics Committee of Shiraz University of Medical Sciences (Number 12292). All methods were performed in accordance with the approved guidelines, and the institutional review board waived the need to informed consent for patient samples. The samples were taken by laboratory of the hospital and were kept until certain time. All collected samples were kept frozen until assay. The PSA levels of the samples were firstly determined by an immunoradiometric assay, and then, were diluted with distilled water (1:9) and assayed by aptasensor.
Acknowledgements
We would like to thank the Research Council of Shiraz University of Medical Sciences (12292) for supporting this research.
Author Contributions
N.S. provided the main idea of the work, A.R. performed experiments and write the manuscript draft, H.H. provided some idea and performed some data analysis. All of the authors have reviewed the final paper and insert their comments.
Competing Interests
The authors declare that they have no competing interests.
Footnotes
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Welch HG, et al. Trends in metastatic breast and prostate cancer. N. Engl. J. Med. 2016;374:594–596. doi: 10.1056/NEJMp1600448. [DOI] [PubMed] [Google Scholar]
- 2.Ankerst DP, et al. Serial percent-free PSA in combination with PSA for population-based early detection of prostate cancer. J. Urol. 2016;196:355–360. doi: 10.1016/j.juro.2016.03.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Carter HB, et al. Early detection of prostate cancer: AUA guideline. J. Urol. 2013;190:419–426. doi: 10.1016/j.juro.2013.04.119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Prcic A, Begic E, Hiros M. Usefulness of total PSA value in prostate diseases diagnosis. Acta Inform. Med. 2016;24:156–161. doi: 10.5455/aim.2016.24.156-161. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Liu B, Lu L, Hua E, Jiang S, Xie G. Detection of the human prostate-specific antigen using an aptasensor with gold nanoparticles encapsulated by graphitized mesoporous carbon. Microchim. Acta. 2012;178:163–170. doi: 10.1007/s00604-012-0822-5. [DOI] [Google Scholar]
- 6.Tosoian JJ, et al. Prediction of pathological stage based on clinical stage, serum prostate-specific antigen, and biopsy Gleason score: partin tables in the contemporary era. BJU Int. 2016;29:13575. doi: 10.1111/bju.13573. [DOI] [PubMed] [Google Scholar]
- 7.Graves H, Wehner N, Stamey TA. Ultrasensitive radioimmunoassay of prostate-specific antigen. Clin. Chem. 1992;38:735–742. [PubMed] [Google Scholar]
- 8.Harma H, et al. Zeptomole detection sensitivity of prostate-specific antigen in a rapid microtitre plate assay using time-resolved fluorescence. Luminescence. 2000;15:351–355. doi: 10.1002/1522-7243(200011/12)15:6<351::AID-BIO624>3.0.CO;2-3. [DOI] [PubMed] [Google Scholar]
- 9.Liang J, et al. Silver nanoprism etching-based plasmonic ELISA for the high sensitive detection of prostate-specific antigen. Biosens. Bioelectron. 2015;69:128–134. doi: 10.1016/j.bios.2015.02.026. [DOI] [PubMed] [Google Scholar]
- 10.Breault-Turcot J, Poirier-Richard HP, Couture M, Pelechacz D, Masson JF. Single chip SPR and fluorescent ELISA assay of prostate specific antigen. Lab Chip. 2015;15:4433–4440. doi: 10.1039/C5LC01045D. [DOI] [PubMed] [Google Scholar]
- 11.Liu A, Zhao F, Zhao Y, Shangguan L, Liu S. A portable chemiluminescence imaging immunoassay for simultaneous detection of different isoforms of prostate specific antigen in serum. Biosens. Bioelectron. 2016;81:97–102. doi: 10.1016/j.bios.2016.02.049. [DOI] [PubMed] [Google Scholar]
- 12.Yeh SH, et al. Wash-free magnetic immunoassay of the PSA cancer marker using SERS spectroscopy and droplet microfluidics. Lab Chip. 2016;16:622–622. doi: 10.1039/C5LC01365H. [DOI] [PubMed] [Google Scholar]
- 13.Chuah K, et al. Ultrasensitive electrochemical detection of prostate-specific antigen (PSA) using gold-coated magnetic nanoparticles as ‘dispersible electrodes’. Chem. Commun. 2012;48:3503–3505. doi: 10.1039/c2cc30512g. [DOI] [PubMed] [Google Scholar]
- 14.Lee JH, Rho JER, Rho THD, Newby JG. Advent of innovative chemiluminescent enzyme immunoassay. Biosens. Bioelectron. 2010;26:377–382. doi: 10.1016/j.bios.2010.07.126. [DOI] [PubMed] [Google Scholar]
- 15.Panini NV, Messina GA, Salinas E, Fernandez H, Raba J. Integrated microfluidic systems with an immunosensor modified with carbon nanotubes for detection of prostate specific antigen (PSA) in human serum samples. Biosens. Bioelectron. 2008;23:1145–1151. doi: 10.1016/j.bios.2007.11.003. [DOI] [PubMed] [Google Scholar]
- 16.Mei KR, Ding L, Wang Z, You J, Qu F. A novel aptamer-functionalized MoS2 nanosheet fluorescent biosensor for sensitive detection of prostate specific antigen. Anal. Bioanal. Chem. 2015;2:369–377. doi: 10.1007/s00216-014-8267-9. [DOI] [PubMed] [Google Scholar]
- 17.Kyu CH, Lee JH. Role of magnetic Fe3O4 graphene oxide in chemiluminescent aptasensors capable of sensing tumor markers in human serum. Anal. Method. 2013;24:6964–6968. [Google Scholar]
- 18.Souada M, et al. Label-free electrochemical detection of prostate-specific antigen based on nucleic acid aptamer. Biosens. Bioelectron. 2015;68:49–54. doi: 10.1016/j.bios.2014.12.033. [DOI] [PubMed] [Google Scholar]
- 19.Pawan J, et al. Aptamer-MIP hybrid receptor for highly sensitive electrochemical detection of prostate specific antigen. Biosens. Bioelectron. 2016;75:188–195. doi: 10.1016/j.bios.2015.08.043. [DOI] [PubMed] [Google Scholar]
- 20.Pawan J, et al. Label-free impedimetric aptasensor with antifouling surface chemistry: A prostate specific antigen case study. Sens. Actuators B: Chem. 2015;209:306–312. doi: 10.1016/j.snb.2014.11.083. [DOI] [Google Scholar]
- 21.Chandola C, Kalme S, Casteleijn MG, Urtti A, Neerathilingam M. Application of aptamers in diagnostics, drug-delivery and imaging. J. Biosci. 2016;41:535–561. doi: 10.1007/s12038-016-9632-y. [DOI] [PubMed] [Google Scholar]
- 22.Song S, Wang L, Li J, Fan C, Zhao J. Aptamer-based biosensors. Trends Anal. Chem. 2008;27:108–117. doi: 10.1016/j.trac.2007.12.004. [DOI] [Google Scholar]
- 23.Bard, A. J. & Faulkner, L. R. Electrochemical Methods, 2nd ed., (John Wiley and Sons, New York, 2001).
- 24.Rahi A, Karimian K, Heli H. Nanostructured materials in electroanalysis of pharmaceuticals. Anal. Biochem. 2016;497:39–47. doi: 10.1016/j.ab.2015.12.018. [DOI] [PubMed] [Google Scholar]
- 25.Vais RD, Sattarahmady N, Karimian K, Heli H. Green electrodeposition of gold hierarchical dendrites of pyramidal nanoparticles and determination of azathioprine. Sens. Actuators B Chem. 2015;215:113–118. doi: 10.1016/j.snb.2015.03.014. [DOI] [Google Scholar]
- 26.Rahi A, Sattarahmady N, Vais RD, Heli H. Sonoelectrodeposition of gold nanorods at a gold surface- Applicationfor electrocatalytic reduction and determination of nitrofurazone. Sens. Actuators B Chem. 2015;210:96–102. doi: 10.1016/j.snb.2014.12.090. [DOI] [Google Scholar]
- 27.Sattarahmady N, Heli H, Vais RD. An electrochemical acetylcholine sensor based on lichen-like nickel oxide nanostructure. Biosens. Bioelectron. 2013;48:197–202. doi: 10.1016/j.bios.2013.04.001. [DOI] [PubMed] [Google Scholar]
- 28.Rahi A, Sattarahmady N, Heli H. Zepto-molar electrochemical detection of Brucella genome based on gold nanoribbons covered by gold nanoblooms. Sci. Rep. 2015;5:18060. doi: 10.1038/srep18060. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Heli H, Pishahang J, Barzegar Amiri H. Synthesis of hexagonal CoAl-layered double hydroxide nanoshales/carbon nanotubes composite for the non-enzymatic detection of hydrogen peroxide. J. Electroanal. Chem. 2016;768:134–144. doi: 10.1016/j.jelechem.2016.01.042. [DOI] [Google Scholar]
- 30.Sattarahmady N, Heli H, Moradi SE. Cobalt hexacyanoferrate/graphene nanocomposite-Application for the electrocatalytic oxidation and amperometric determination of captopril. Sens. Actuators B Chem. 2013;177:1098–1106. doi: 10.1016/j.snb.2012.12.035. [DOI] [Google Scholar]
- 31.Rahi A, Sattarahmady N, Heli H. An ultrasensitive electrochemical genosensor for Brucella based on palladium nanoparticles. Anal. Biochem. 2016;510:11–17. doi: 10.1016/j.ab.2016.07.012. [DOI] [PubMed] [Google Scholar]
- 32.Palchetti I, Mascini M. Electrochemical nanomaterial-based nucleic acid aptasensors. Anal. Bioanal. Chem. 2012;402:3103–3114. doi: 10.1007/s00216-012-5769-1. [DOI] [PubMed] [Google Scholar]
- 33.Wen W, et al. Increased electrocatalyzed performance through hairpin oligonucleotide aptamer-functionalized gold nanorods labels and graphene-streptavidin nanomatrix: Highly selective and sensitive electrochemical biosensor of carcinoembryonic antigen. Biosens. Bioelectron. 2016;83:142–148. doi: 10.1016/j.bios.2016.04.039. [DOI] [PubMed] [Google Scholar]
- 34.Rahi A, Sattarahmady N, Heli H. Label-free electrochemical aptasensing of the human prostate-specific antigen using gold nanospears. Talanta. 2016;156–157:218–224. doi: 10.1016/j.talanta.2016.05.029. [DOI] [PubMed] [Google Scholar]
- 35.Moradi M, et al. A label-free, PCR-free and signal-on electrochemical DNA biosensor for Leishmania major based on gold nanoleaves. Talanta. 2016;161:48–53. doi: 10.1016/j.talanta.2016.08.030. [DOI] [PubMed] [Google Scholar]
- 36.Sattarahmady N, Kayani Z, Heli H. Highly simple and visual colorimetric detection of Brucella melitensis genomic DNA in clinical samples based on gold nanoparticles. J. Iran. Chem. Soc. 2015;12:1569–1576. doi: 10.1007/s13738-015-0629-5. [DOI] [Google Scholar]
- 37.Moradi M, Sattarahmady N, Hatam GR, Heli H. Electrochemical genosensing of Leishmania major using gold hierarchical nanoleaflets. J. Biol. Today’s World. 2016;5:128–136. [Google Scholar]
- 38.Zhu Y, Wang H, Wang L, Zhu J, Jiang W. Cascade signal amplification based on copper nanoparticle-reported rolling circle amplification for ultrasensitive electrochemical detection of the prostate cancer biomarker. ACS Appl. Mater. Interfaces. 2016;8:2573–2581. doi: 10.1021/acsami.5b10285. [DOI] [PubMed] [Google Scholar]
- 39.Soleymani L, Fang Z, Sargent EH, Kelley SO. Programming the detection limits of biosensors through controlled nanostructuring. Nat. Nanotechnol. 2009;4:844–848. doi: 10.1038/nnano.2009.276. [DOI] [PubMed] [Google Scholar]
- 40.Wang J, et al. An invisible template method toward gold regular arrays of nanoflowers by electrodeposition. Langmuir. 2013;29:3512–3517. doi: 10.1021/la400433z. [DOI] [PubMed] [Google Scholar]
- 41.Wright LB, Merrill NA, Knecht MR, Walsh TR. Structure of arginine overlayers at the aqueous gold interface: Implications for nanoparticle assembly. ACS Appl. Mater. Interfaces. 2014;13:10524–10533. doi: 10.1021/am502119g. [DOI] [PubMed] [Google Scholar]
- 42.Fernandez-Lodeiro A, et al. Polyamine ligand-mediated self-assembly of gold and silver nanoparticles into chainlike structures in aqueous solution: Towards new nanostructured chemosensors. ChemistryOpen. 2013;2:200–207. doi: 10.1002/open.201300023. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Hata H, Kubo S, Kobayashi Y, Mallouk TE. Intercalation of well-dispersed gold nanoparticles into layered oxide nanosheets through intercalation of a polyamine. J. Am. Chem. Soc. 2007;129:3064–3065. doi: 10.1021/ja068272a. [DOI] [PubMed] [Google Scholar]
- 44.Radecki J, Szymanska I, Bulgariu L, Pietraszkiewicz M. Covalent and embedment immobilization of macrocyclic polyamines on gold electrodes and their voltammetric responses towards ethene dicarboxylic acids. Electrochim. Acta. 2006;51:2289–2297. doi: 10.1016/j.electacta.2005.02.153. [DOI] [Google Scholar]
- 45.Witten JTA, Sander LM. Diffusion-limited aggregation, a kinetic critical phenomenon. Phys. Rev. Let. 1981;47:1400. doi: 10.1103/PhysRevLett.47.1400. [DOI] [Google Scholar]
- 46.Savory N, Abe K, Sode K, kebukuro K. Selection of DNA aptamer against prostate specific antigen using a genetic algorithm and application to sensing. Biosens. Bioelectron. 2010;26:1386–1391. doi: 10.1016/j.bios.2010.07.057. [DOI] [PubMed] [Google Scholar]
- 47.Huang Y, et al. Electrochemical immunosensor of platelet-derived growth factor with aptamer-primed polymerase amplification. Anal. Biochem. 2008;382:16–22. doi: 10.1016/j.ab.2008.07.008. [DOI] [PubMed] [Google Scholar]
- 48.Li L, Zhao H, Chen Z, Mu X, Guo L. Aptamer-based electrochemical approach to the detection of thrombin by modification of gold nanoparticles. Anal. Bioanal. Chem. 2010;398:563–570. doi: 10.1007/s00216-010-3922-2. [DOI] [PubMed] [Google Scholar]
- 49.Wang SF, Xu Q. Electrochemical parameters of ethamsylate at multi-walled carbon nanotube modified glassy carbon electrodes. Bioelectrochemistry. 2007;70:296–300. doi: 10.1016/j.bioelechem.2005.12.005. [DOI] [PubMed] [Google Scholar]
- 50.Feng Z, et al. A microfluidic love-wave biosensing device for PSA detection based on an aptamer beacon probe. Sensors. 2015;6:13839–13850. doi: 10.3390/s150613839. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Chen Z, Lei Y, Chen X, Wang Z, Liu J. An aptamer based resonance light scattering assay of prostate specific antigen. Biosens. Bioelectron. 2012;36:35–40. doi: 10.1016/j.bios.2012.03.041. [DOI] [PubMed] [Google Scholar]
- 52.Mao K, et al. Label-free electrochemical immunosensor based on graphene/methylene blue nanocomposite. Anal. Biochem. 2012;422:22–27. doi: 10.1016/j.ab.2011.12.047. [DOI] [PubMed] [Google Scholar]
- 53.Li T, Yang M, Li H. Label-free electrochemical detection of cancer marker based on graphene-cobalt hexacyanoferrate nanocomposite. J. Electroanal. Chem. 2011;655:50–55. doi: 10.1016/j.jelechem.2011.02.009. [DOI] [Google Scholar]
- 54.Sarkar P, Ghosh D, Bhattacharyay D, Setford SJ, Turner APF. Electrochemical immunoassay for free prostate specific antigen (f-PSA) using magnetic beads. Electroanalysis. 2008;20:1414–1420. doi: 10.1002/elan.200804194. [DOI] [Google Scholar]
- 55.Yang J, Bi C, Fan Y, Zhang X. Investigation of 3, 3′-diaminobenzidine-H2O2-horseradish peroxidase voltammetric enzyme-linked immunoassay system used for the detection of prostate specific antigen. Asian J. Chem. 2011;23:5373–5376. [Google Scholar]
- 56.Sarkar P, Pal PS, Ghosh D, Setford SJ, Tothill IE. Amperometric biosensors for detection of the prostate cancer marker (PSA) Int. J. Pharma. 2002;238:1–9. doi: 10.1016/S0378-5173(02)00015-7. [DOI] [PubMed] [Google Scholar]
- 57.Escamilla-Gomez V, Hernandez-Santos D, Gonzalez-Garcia MB, Pingarron-Carrazon JM, Costa-Garcia A. Simultaneous detection of free and total prostate specific antigen on a screen-printed electrochemical dual sensor. Biosens. Bioelectron. 2009;24:2678–2683. doi: 10.1016/j.bios.2009.01.043. [DOI] [PubMed] [Google Scholar]
- 58.Ghadeer A. Ultra-rapid colorimetric assay for protease detection using magnetic nanoparticle-based biosensors. Analyst. 2013;138:3735–3739. doi: 10.1039/c3an36881e. [DOI] [PubMed] [Google Scholar]
- 59.Zhang T, He Y, Wei J, Que L. Nanostructured optical microchips for cancer biomarker detection. Biosens. Bioelectron. 2012;38:382–388. doi: 10.1016/j.bios.2012.06.029. [DOI] [PubMed] [Google Scholar]
- 60.Lee J, et al. Microarray of stimuli-responsive microbeads for duplexed immunoassay. BioChip J. 2011;5:158–164. doi: 10.1007/s13206-011-5209-x. [DOI] [Google Scholar]
- 61.Xu S, Liu Y, Wang T, Li J. Positive potential operation of a cathodic electrogenerated chemiluminescence immunosensor based on luminol and graphene for cancer biomarker detection. Anal. Chem. 2011;83:3817–3823. doi: 10.1021/ac200237j. [DOI] [PubMed] [Google Scholar]
- 62.Okada H, Hosokawa K, Maeda M. Power-free microchip immunoassay of PSA in human serum for point-of-care testing. Anal. Sci. 2011;27:237. doi: 10.2116/analsci.27.237. [DOI] [PubMed] [Google Scholar]
- 63.Timothy C, Cho S, Kim YT, Lee JH. Rapid aptasensor capable of simply diagnosing prostate cancer. Biosens. Bioelectron. 2014;62:31–37. doi: 10.1016/j.bios.2014.06.015. [DOI] [PubMed] [Google Scholar]
- 64.Chang H, et al. PSA detection with femtomolar sensitivity and a broad dynamic range using SERS nanoprobes and an area-scanning method. ACS Sens. 2016;1:645–649. doi: 10.1021/acssensors.6b00053. [DOI] [Google Scholar]
- 65.Zhao Y, et al. A CeO2-matrical enhancing ECL sensing platform based on the Bi2S3-labeled inverted quenching mechanism for PSA detection. J. Mater. Chem. B. 2016;4:2963–2971. doi: 10.1039/C6TB00120C. [DOI] [PubMed] [Google Scholar]
- 66.Pan LH, et al. An electrochemical biosensor to simultaneously detect VEGF and PSA for early prostate cancer diagnosis based on graphene oxide/ssDNA/PLLA nanoparticles. Biosens. Bioelectron. 2016;16:30092–30096. doi: 10.1016/j.bios.2016.01.077. [DOI] [PubMed] [Google Scholar]
- 67.Hwang DG, et al. Label-free detection of prostate specific antigen (PSA) using a bridge-shaped PZT resonator. Microsyst. Technol. 2016;3:1–8. [Google Scholar]
- 68.Gao R, Cheng Z, Choo J. Wash-free magnetic immunoassay of the PSA cancer marker using SERS and droplet microfluidics. Lab Chip. 2016;16:1022–1029. doi: 10.1039/C5LC01249J. [DOI] [PubMed] [Google Scholar]
- 69.Xie S, Zhang J, Yuan Y, Chai Y, Yuan R. An electrochemical peptide cleavage-based biosensor for prostate specific antigen detection via host-guest interaction between ferrocene and β-cyclodextrin. Chem. Commun. 2015;51:3387–3390. doi: 10.1039/C4CC10363G. [DOI] [PubMed] [Google Scholar]
- 70.Erturk G, Hedstrom M, Tumer MA, Denizli A, Mattiasson B. Real-time prostate-specific antigen detection with prostate-specific antigen imprinted capacitive biosensors. Anal. Chimica Acta. 2015;891:120–129. doi: 10.1016/j.aca.2015.07.055. [DOI] [PubMed] [Google Scholar]
- 71.Lee SW, Hosokawa K, Kim S, Laurell T, Maeda M. Simple and robust antibody microarray-based immunoassay platform for sensitive and selective detection of PSA and hK2 toward accurate diagnosis of prostate cancer. Sens. Biosens. Res. 2015;3:105–111. [Google Scholar]