Articles Service
Research article
Aptamer Based SPREETA Sensor for the Detection of Porphyromonas gingivalis G-Protein
1Department of Oral Microbiology, School of Dentistry, Chonnam National University, Gwangju 61186, Republic of Korea
2Department of Cosmetic Science, Kwangju Women’s University, Gwangju 62396, Republic of Korea
3School of Electronics and Computer Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
J. Microbiol. Biotechnol. 2024; 34(2): 289-295
Published March 28, 2024 https://doi.org/10.4014/jmb.2310.10042
Copyright © The Korean Society for Microbiology and Biotechnology.
Abstract
Keywords
Graphical Abstract
Introduction
Periodontal disease is a chronic bacterial infection that affects the gums and alveolar bone supporting the teeth [1]. Remaining food waste and the oral microbiome aggregate and stick to the surfaces of teeth, forming dental plaque. This plaque, combined with minerals, continues to grow around the gums and becomes dental calculus [2]. The plaque and calculus enlarge between the tooth and the gum, causing inflammation. This inflammation leads to gingivitis and periodontitis. In severe cases, it causes the alveolar bone to melt down, resulting in tooth loss
Particularly, anaerobic bacteria form biofilms in the mouth and contribute to periodontal disease [3, 4]. Gram negative anaerobic bacteria causing periodontal disease include
The growth of these bacteria is closely related to the signaling pathway and is regulated by the extracellular environment and the growth stage of the cell itself. Extracellular signals, such as neurotransmitters and hormone growth factors, bind to their specific receptors, leading to phospholipid degradation of the cell membrane [8]. The degradation product of the phospholipid serves as a secondary transfer material, amplifying the signal transmitted from outside the cell and transmitting it to underlying signaling molecules. This signal transduction controls physiological phenomena such as cell growth, differentiation, and death.
G-protein-coupled receptors in bacterial signaling pathways are a group of receptors that carry a variety of signals, including hormones and neurotransmitters, that are involved in the physiological responses of various cells, from regulation of cAMP levels in cells to gene expression.
G-protein-coupled receptors in bacterial signaling pathways form a group of receptors that carry various signals, including hormones and neurotransmitters, involved in the physiological responses of various cells, from regulating cAMP levels to gene expression. The G-protein-coupled receptor signaling system operates when a hormone or neurotransmitter binds to a G-protein-coupled receptor, initiating the activation of other enzymes or ion channels in the cell via a special protein called G-protein (GTP-binding protein) [9, 10]. Bacterial G-proteins homologous to the essential
In this study, an aptamer selectively binds to PGP(a signaling substance of
We previously screened DNA aptamers specific to
In this research, we constructed a biosensor system using an aptamer and SPREETA, which is an electro-optical device utilizing surface plasmon resonance. SPREETA might provide real-time measurement of the binding of PGP to the aptamer attached to the sensor surface. An aptamer that selectively binds to PGP (
Materials and Methods
Bacterial Strains and Culture Conditions
The
Aptamer
The aptamers utilized in this study were screened and developed through the SELEX method [23]. In brief, 5 μl of a PGP solution (10 μg/ml) was immobilized onto a PVDF membrane (3 × 3 mm), and the membrane was blocked with TBST buffer (0.2 M Tris-HCl pH 7.6, 1.37 M NaCl, 0.1% Tween 20) containing 2% skim milk (Seoul Milk Co., USA) for 30 min, followed by three washes. An aliquot of DNA library solution was boiled at 100°C for 5 min, immediately cooled on ice, and mixed with the PVDF membrane on which PGP was immobilized. After incubating for 1 h at 4°C on a rocking shaker, the membrane was washed three times with TTBS buffer and then subjected to subsequent PCR reaction. Following the amplification of aptamers bound to PGP, the nucleotide sequences of the aptamers were analyzed by Bioneer Co. Ltd. (Korea). The nucleotide sequences of the forward and reverse primers, as well as the DNA library, were listed in a previous report [22].
Production of PGP
Recombinant PGP was prepared using the methods described in a previous report [14]. For the production of the PGP protein,
Protein Purification
The recombinant PGP protein was purified using the methods outlined in a previous report [14]. Ni-nitrilotriacetic acid (Ni-NTA; Qiagen Co., Germany) affinity column chromatography was employed for protein purification. Initially, 10 ml of lysis buffer (50 mM NaH2PO4, 300 mM NaCl, 10 mM imidazole, pH 8.0) was added to the cultured cells. The cells were disrupted with an ultrasonic grinder (Vibra cell VCX-600, Sonics and Materials Inc., USA) and centrifuged at 15,000 ×
The resulting supernatant was transferred to a new tube, and lysis buffer was added to achieve a final volume of 30 ml. Subsequently, 10 ml of Ni-NTA agarose was added, and the mixture was shaken at 4°C for 2 h to allow the protein to adsorb to Ni-NTA. The suspension was then filled into a column (14 × 5 mm) and carefully washed three times with 40 ml washing buffer (50 mM NaH2PO4, 300 mM NaCl, 20 mM imidazole, pH 8.0) and eluted 10 times with 5 ml of elution buffer (50 mM NaH2PO4, 300 mM NaCl, 250 mM imidazole, pH 8.0).
The protein concentration was quantified using the BCA Protein Assay Kit, and Bovine serum albumin (Sigma Co., USA) was employed as a standard sample. Absorbance was measured at 562 nm using a microplate reader (EZ Read 400, Biochrom, USA). The purity of the protein was confirmed by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE; Bio-Rad Co., USA).
Modified-Western blot analysis. Western blot analysis [24] was conducted with a slight modification, using an aptamer instead of a primary antibody. The proteins from the SDS-PAGE gel were transferred to a polyvinylidene fluoride (PVDF) membrane in an electro-transfer buffer (25 mM Tris, 192 mM Glycine, 20% (v/v) methanol) for 90 min at 250 V, 350 mA. Subsequently, the membrane was blocked with TBST buffer (0.2 M Tris-HCl pH 7.6, 1.37 M NaCl, 0.1% Tween 20) containing 2% skim milk (Seoul Milk Co., USA) for 30 min and washed three times.
The washed PVDF membrane was then immersed in 20 ml of aptamer solution (used as a primary antibody) and allowed to react overnight at 4°C. After the reaction, the PVDF membrane was washed three times for 10 min in TBST buffer, and then it was reacted for 1 h in the secondary antibody solution (Anti-Digoxigenin-AP Fab fragments in TBST buffer) and washed three times for 10 min in TBST buffer. Finally, 200 μl of NBT/BCIP stock solution was added to 10 ml of detection buffer (0.1 M Tris-HCl, 0.1 M NaCl, pH 9.5) for the color reaction.
Enzyme linked oligonucleotide assay (ELONA). ELONA method [25] was employed with a slight modification for sensitivity analysis of the aptamer.The purified protein was diluted to the respective concentrations and dispensed into 96-well plates. These plates were allowed to stand at 4°C overnight to facilitate the attachment of proteins to the surface of the well plate.Subsequently, the remaining protein solution was removed, and the plates were blocked with TBST solution containing 2% skim milk for 30 min. After washing three times with TBST solution, diluted DIG-labeled aptamer was added at each concentration and allowed to react at 4°C for 1 h.
The plate was washed three times with TBST solution and then reacted with anti-DIG antibody diluted to 1:5,000 for 30 min. The color of the bound DIG was developed using NBT/BCIP as a substrate. Absorbance was measured at 562 nm using a microplate reader (EZ Read 400, Biochrom, USA).
SPREETA system. The SPREETA biosensor used in this study was a 3-channel SPREETA integrated with the ICx Nomadics SPR3 evaluation kit (Model 1146643) manufactured by Texas Instruments. The SPREETA biosensor comprises a 3-channel SPREETA sensor module, a 3-channel electronic controller (12 bit), an integrated flow block, a flow cell (1/16" OD, 6" long Teflon tubing), gasket, DB9 serial cable, DB15 serial cable (connecting the electronic controller to the integrated flow block), syringe pump, and a personal computer. The SPREETA biosensor system was established with several modifications [26]. The SPREETA biosensor system was assembled in a control box maintained at 30°C to ensure a constant temperature condition. It was connected to a personal computer, and multi-channel application software was operated with a fluid flow system.
The reference channel utilized distilled water, and based on this, the refractive index resulting from the binding of the ligand to the measurement liquid was calculated and converted.
Detection of PGP with SPREETA Sensor
The detection of PGP with SPREETA biosensor system was followed by the methods of Marchesini et. al.[26] with a slight modification. The gold surface of the SPREETA sensor module was cleaned using a cleaning solution prepared by mixing Triton X-100 at a ratio of 1% to 0.1 N NaOH (w/v), followed by rinsing with distilled water to remove residual cleaning liquid. The refractive index (RI) reference value for distilled water on a cleaned gold surface is 1.33. The sensor module was installed and provided a hydrophilic environment suitable for biological samples. To prevent protein denaturation, a baseline buffer was injected into the sensing channel at a constant flow rate (0.1 ml/min) through a 1/8" diameter Teflon tube using a syringe pump for 5 min. The aptamer was then immobilized on the sensor, physically adsorbed to the gold surface by the interfacial hydrophilic effect.
After immobilizing the aptamer (a ligand substance) on the gold surface, PGP was injected at different concentrations (10 μg/ml, 5 μg/ml, and 1 μg/ml) for 10 min. Changes in Response Units (RU) due to the binding of PGP and ligand were measured using a personal computer and the Multiple Channel SPREETA program.
Results
Selection of Aptamer
Forty different aptamers binding to PGP were selected through the first round of SELEX, and each aptamer was subsequently amplified by PCR. These aptamers were then mixed at the same concentrations and utilized as a DNA library for another round of SELEX. This process was repeated to select an aptamer that could sensitively bind to PGP. After three rounds of SELEX screening, eight aptamers designated as AP-1 to AP-8 that bound to PGP were isolated. However, for reasons unknown (data not shown), the affinities of the aptamers to PGP were inconsistent. Among them, one aptamer that consistently exhibited affinity to PGP was selected for the development of an aptamer-based sensor. The nucleotide sequence of the aptamer used in this study is 5'-GGCGGCATAGCC CACTGTTGCCCCTGAAGTAATAAGGC-3'.
Binding of Aptamer to PGP Protein
To confirm the selectivity of the aptamer to the PGP protein, Modified-Western blot analysis was conducted (Fig. 1). The DIG-labeled aptamer demonstrated successive and selective binding to the PGP protein. At 1 pM of aptamer, clear binding was observed to the recombinant PGP (Fig. 1B), partially purified PGP from
-
Fig. 1. SDS-PAGE and modified-Western blot analysis of PGP specific aptamer.
Bacterial extracts of
E. coli M15 andP. gingivalis were applied to SDS-PAGE and their proteins were transferred to PVDF membranes for the Western blot analysis. Panels A, SDS-PAGE; B, modified Western blot analysis with 1 pM aptamer; C, with 0.1 pM aptamer. Lanes M, Molecular weigh marker (kDa); 1, the bacterial extract ofE. coli M15; 2, the bacterial extract ofE. coli M15 (pQE-PGP) induced with 1 mM IPTG; 3, partially purified PGP; 4, the bacterial extract ofP. gingivalis .
The binding aptamer to PGP was also monitored with for the range of 0.1 to 10 pM of aptamer (Fig. 2). ELONA is a modified version of the enzyme linked immunosorbent assay (ELISA), which uses aptamers instead of antibodies. The sensitivity of the aptamer was determined with three different concentrations of PGP such as 1 μg/ml, 5 μg/ml, and 10 μg/ml of PGP. The absorbance of the aptamer bound to the PGP was increased in a dose dependent manner from 0.01 pM to10 pM of aptamer, which reveals that aptamer has successfully bound to the PGP even in a low concentration as 0.01 pM. However, the absorbance of aptamer did not show any remarkable change with the increase of PGP concentration.
-
Fig. 2. Enzyme linked oligonucleotide assay (ELONA) for the sensitivity assay of aptamer to PGP.
The purified PGP protein was diluted to the respective concentrations and dispensed into 96-well plates. DIG-labeled aptamer was added at each concentration and reacted at 4°C for 1 h. Panels A, 1 μg/ml of PGP; B, 5 μg/ml of PGP; C, 10 μg/ml of PGP.
The binding of the aptamer to PGP was further monitored across the range of 0.1 to 10 pM of aptamer using ELONA (Fig. 2). ELONA is a modified version of the traditional ELISA, utilizing aptamers instead of antibodies. The sensitivity of the aptamer was evaluated at three different concentrations of PGP, namely 1 μg/ml, 5 μg/ml, and 10 μg/ml. The absorbance of the aptamer bound to the PGP increased in a dose-dependent manner from 0.01 pM to 10 pM of aptamer, demonstrating that the aptamer successfully bound to the PGP even at a low concentration of 0.01 pM. However, the absorbance of the aptamer did not exhibit any remarkable change with the increase in PGP concentration.
Detection of PGP with Aptamer-Coated SPREETA Sensor
To confirm the immobilization of the aptamer, a 1 μg/ml PGP solution was applied to the gold-coated metal surface of the SPREETA sensor. The pixel value of the SPR dip on the metal surface where the aptamer was immobilized was 76 (Fig. 3A), whereas that of the metal surface without the immobilized aptamer was 90 (Fig. 3B). As reported by Marchesin et. al. [26], the shift of SPR dip is attributed to the change in refractive index (RI) induced by the substances (aptamer in this report) on the chip surface. This confirmed that the aptamer was successfully immobilized on the metal surface of the SPREETA sensor.
-
Fig. 3. Verification of aptamer immobilization on the metal surfaces of SPREETA sensor.
Immobilization of aptamer was carried out by the flow of aptamer solution at a flow rate of 0.1 ml/min through a 1/8" diameter Teflon tube using a syringe pump for 5 min. Panels A, SPREETA sensor with the immobilized aptamer; B, without aptamer.
Subsequently, PGP solution was flowed on the metal surface of the SPREETA sensor, where the aptamer was immobilized, at various concentrations ranging from 0.01 pM to 10 pM. When a 10 μg/ml PGP solution was injected into the surface sensor with 10 pM of aptamer for 600 sec at a flow rate of 0.1 ml/min, the RU value rapidly increased until about 100 sec. Although the increasing rate slightly decreased after 100 sec, the RU value continued to gradually increase up to 450 RU until the end of the experiment (Fig. 4A). However, the increasing pattern of RU value with different concentrations of aptamer did not show the same trend as that of 10 pM. When 1 pM of aptamer was coated on the sensor surface, the RU value rapidly increased until 50 sec. After that, the RU value did not exhibit a proportional increase. In the case of 0.1 pM of aptamer, the RU value slightly increased until 300 sec and then gradually decreased. When 0.01 pM of aptamer was used in this sensor, it did not show any response to the flow of PGP solution.
-
Fig. 4. Responses of the SPREETA sensor with different concentrations of aptamer.
After immobilization of aptamer on the metal surface of SPREETA sensor PGP was injected to flow with different concentrations for 10 min. Panels A, 10 μg/ml of PGP; B, 5 μg/ml of PGP; C, 1 μg/ml of PGP. Symbols ━, 10 pM of aptamer was immobilized on a metal surface; ━, 1 pM of aptamer; ■ · ■, 0.1 pM of aptamer; ■■■■, 0.01 pM of aptamer.
With the flow of a PGP solution (5 μg/ml) through the sensor with 1 pM and 10 pM of aptamer, the RU value gradually increased until the end of the experiment. However, the final RU of the sensor showed a lower value than in the cases of 10 μg/ml of PGP (Fig. 4B). The same response pattern was observed in the case of a 1 μg/ml PGP solution, with even lower RU values of 240 and 110, respectively (Fig. 4C). In the case of 0.1 pM of aptamer used on the surface of the SPREETA sensor, it did not show any specific response pattern with either 10 μg/ml or 10 μg/ml of PGP.
Discussion
Modified-Western analysis used in this study with the aptamer provides a simple way of visualizing membranes compared to conventional Western blot analysis. Aptamers, consisting of a small chain of DNA or RNA nucleotides, are easy to label with color reagents such as digoxigenin, streptavidin, or other fluorescent reagents. Therefore, labeled aptamers might be used as substitutes for primary antibodies and directly visualized without a secondary antibody. In this report, we demonstrated that the binding of the aptamer to the PGP protein could be visualized in Western blot analysis without the need for a secondary antibody.
ELONA combines the principles of ELISA and nucleic acid hybridization to achieve sensitive and specific detection [25]. However, while the basic principles of ELONA remain consistent, specific protocols and modifications may vary depending on the target molecule and the desired application [28, 29]. The ELONA assay in this study showed that the higher the concentration of the aptamer, the better the binding capacity to PGP was observed. The sensitivity of the aptamer to PGP protein was confirmed at as low concentration as 0.01 pM. Both Modified-Western blot analysis and ELONA showed that the aptamer could specifically and sensitively bind to PGP. It is well reported that the concentration of the aptamer affects binding capacity [30].
On the other hand, the ultimate purpose of the biosensor is rapid and sensitive detection of target molecules. In this study, we constructed an aptamer-coated SPREETA sensor capable of quickly and accurately detecting
The SPREETA system, is a biosensor technology that combines the principles of surface plasmon resonance (SPR) with electrochemical detection. It is designed for real-time, label-free monitoring of biomolecular interactions. When biomolecules (
This system is used for the rapid and sensitive detection of specific biomolecules, making it applicable in fields such as diagnostics, environmental monitoring, and bioanalytical research. One of the significant advantages is the label-free nature of detection, eliminating the need for fluorescent or radioactive labels. For the regeneration of the aptamer-coated sensor system, removing PGP bound to the aptamer-coated sensor system should be followed. However, during this process, a certain amount of aptamer that was coated on the gold surface might be removed as well, which might affect the consistency of the biosensor system. Therefore, it is important to develop a method for the rigid coating of the aptamer on the gold surface of the SPREETA sensor for the reliability of the sensor system.
In conclusion, we screened an aptamer that specifically binds to PGP and tested the binding ability using Modified-Western blot analysis and ELONA assay. Through these experiments, the selected aptamer showed efficient affinity and selectivity to PGP. Based on these results, we also constructed an aptamer-based SPREETA sensor system to detect PGP protein more rapidly and selectively. However, further optimization might be needed for the immobilization of the aptamer on the gold surface of the SPREETA sensor.
Acknowledgments
This study was supported by a grant (CRI 15006-1) Chonnam National University Hospital Biomedical Research Institute.
Conflict of Interest
The authors have no financial conflicts of interest to declare.
Author Contributions
Conceptualization, S. Ohk, T. Ji and K. Kim Methodology, S. Ohk, T. Ji, K. Kim and S. Park Validation, S. Park, H. J. Lee
Formal Analysis, S. Park, H. J. Lee
Investigation, S. Park, A. H. J. Lee
Resources, S. Park, A. H. J. Lee
Data Curation, S. Ohk, T. Ji, K. Kim and S. Park Writing – Original Draft Preparation, S. Ohk, and S. Park Writing – Review & Editing, S. Ohk
Visualization, S. Ohk and S. Park
Supervision, S. Ohk
Project Administration, S. Ohk
Funding Acquisition, S. Ohk
References
- Gasmi Benahmed A, Kumar Mujawdiya P, Noor S, Gasmi A. 2022.
Porphyromonas Gingivalis in the development of periodontitis: impact on dysbiosis and inflammation.Arch. Razi Inst. 77 : 1539-1551. - Johannsen A, Emilson CG, Johannsen G, Konradsson K, Lingstrom P, Ramberg P. 2019. Effects of stabilized stannous fluoride dentifrice on dental calculus, dental plaque, gingivitis, halitosis and stain: a systematic review.
Heliyon 5 : e02850. - Hajishengallis G, Liang S, Payne MA, Hashim A, Jotwani R, Eskan MA,
et al . 2011. Low-abundance biofilm species orchestrates inflammatory periodontal disease through the commensal microbiota and complement.Cell Host Microbe. 10 : 497-506. - Vieira Colombo AP, Magalhaes CB, Hartenbach FA, Martins do Souto R, Maciel da Silva-Boghossian C. 2016. Periodontal-diseaseassociated biofilm: a reservoir for pathogens of medical importance.
Microb. Pathog. 94 : 27-34. - Kim JH, Oh JW, Lee Y, Yun JH, Choi SH, Lee DW. 2021. Quantification of bacteria in mouth-rinsing solution for the diagnosis of periodontal disease.
J. Clin. Med. 10 : 891. - Wu Y, Dong G, Xiao W, Xiao E, Miao F, Syverson A,
et al . 2016. Effect of aging on periodontal inflammation, microbial colonization, and disease susceptibility.J. Dent. Res. 95 : 460-466. - Kaman WE, Galassi F, de Soet JJ, Bizzarro S, Loos BG, Veerman EC,
et al . 2012. Highly specific protease-based approach for detection ofPorphyromonas gingivalis in diagnosis of periodontitis.J. Clin. Microbiol. 50 : 104-112. - Camilli A, Bassler BL. 2006. Bacterial small-molecule signaling pathways.
Science 311 : 1113-1116. - Gudermann T, Kalkbrenner F, Schultz G. 1996. Diversity and selectivity of receptor-G protein interaction.
Annu. Rev. Pharmacol. Toxicol. 36 : 429-459. - Post GR, Brown JH. 1996. G protein-coupled receptors and signaling pathways regulating growth responses.
FASEB J. 10 : 741-749. - Zuber M, Hoover TA, Dertzbaugh MT, Court DL. 1997. A
Francisella tularensis DNA clone complementsEscherichia coli defective for the production of Era, an essential Ras-like GTP-binding protein.Gene 189 : 31-34. - Baev D, Ohk SH, Kuramitsu HK. 2000. Protein interactions of SGP, an essential
Streptococcus mutans GTPase, revealed by biochemical and yeast two-hybrid system analyses.FEMS Microbiol. Lett. 184 : 149-153. - Ohk SH, Kuramitsu HK. 2000. A novel antibacterial agent derived from the C-terminal domain of
Streptococcus mutans GTPbinding protein.J. Antimicrob. Chemother. 46 : 95-99. - Chun MJ, Park KJ, Ohk SH. 2012. Putative down-stream signaling molecule of GTPase in
Porphyromonas gingivalis .Prikl Biokhim. Mikrobiol. 48 : 389-393. - March PE, Lerner CG, Ahnn J, Cui X, Inouye M. 1988. The
Escherichia coli Ras-like protein (Era) has GTPase activity and is essential for cell growth.Oncogene 2 : 539-544. - Liu Y, Qian X, Ran C, Li L, Fu T, Su D,
et al . 2023. Aptamer-based targeted protein degradation.ACS Nano 17 : 6150-6164. - Deng G, Zha H, Luo H, Zhou Y. 2023. Aptamer-conjugated gold nanoparticles and their diagnostic and therapeutic roles in cancer.
Front. Bioeng. Biotechnol. 11 : 1118546. - Lou B, Liu Y, Shi M, Chen J, Li K, Tan Y,
et al . 2022. Aptamer-based biosensors for virus protein detection.Trends Analyt. Chem. 157 : 116738. - Fan R, Tao X, Zhai X, Zhu Y, Li Y, Chen Y,
et al . 2023. Application of aptamer-drug delivery system in the therapy of breast cancer.Biomed. Pharmacother. 161 : 114444. - Chen Z, Xie M, Zhao F, Han S. 2022. Application of nanomaterial modified aptamer-based electrochemical sensor in detection of heavy metal ions.
Foods 11 : 1404. - Moutsiopoulou A, Broyles D, Dikici E, Daunert S, Deo SK. 2019. Molecular aptamer beacons and their applications in sensing, imaging, and diagnostics.
Small 15 : e1902248. - Park BJ, Ohk SH. 2018. A novel anti-adhesion agent using DNA aptamers for
Streptococcus mutans .J. Korea Acad.-Ind. Coop. Soc. 19 : 382-388. - Tuerk C, Gold L. 1990. Systematic evolution of ligands by exponential enrichment: RNA ligands to bacteriophage T4 DNA polymerase.
Science 249 : 505-510. - Mahmood T, Yang PC. 2012. Western blot: technique, theory, and trouble shooting.
N Am. J. Med. Sci. 4 : 429-434. - Stoltenburg R, Krafcikova P, Viglasky V, Strehlitz B. 2016. G-quadruplex aptamer targeting Protein A and its capability to detect
Staphylococcus aureus demonstrated by ELONA.Sci. Rep. 6 : 33812. - Marchesini GR, Koopal K, Meulenberg E, Haasnoot W, Irth H. 2007. Spreeta-based biosensor assays for endocrine disruptors.
Biosens. Bioelectron. 22 : 1908-1915. - Kim CS, Choi SH, Choi BK, Chai JK, Park JB, Kim CK,
et al . 2002. The effect of recombinant human bone morphogenetic protein-4 on the osteoblastic differentiation of mouse calvarial cells affected byPorphyromonas gingivalis .J. Periodontol. 73 : 1126-1132. - Kim E, Kang M, Ban C. 2022. Aptamer-antibody hybrid ELONA that uses hybridization chain reaction to detect a urinary biomarker EN2 for bladder and prostate cancer.
Sci. Rep. 12 : 11523. - Zhao X, Gao J, Song Y, Zhang J, Han Q. 2022. Establishment of an improved ELONA method for detecting fumonisin B(1) based on aptamers and hemin-CDs conjugates.
Sensors (Basel) 22 : 6714. - Ohk SH, Koo OK, Sen T, Yamamoto CM, Bhunia AK. 2010. Antibody-aptamer functionalized fibre-optic biosensor for specific detection of
Listeria monocytogenes from food.J. Appl. Microbiol. 109 : 808-817.
Related articles in JMB
Article
Research article
J. Microbiol. Biotechnol. 2024; 34(2): 289-295
Published online March 28, 2024 https://doi.org/10.4014/jmb.2310.10042
Copyright © The Korean Society for Microbiology and Biotechnology.
Aptamer Based SPREETA Sensor for the Detection of Porphyromonas gingivalis G-Protein
Suk-Gyun Park1, Hyun Ju Lee2, Taeksoo Ji3, Kyungbaek Kim3, and Seung-Ho Ohk1*
1Department of Oral Microbiology, School of Dentistry, Chonnam National University, Gwangju 61186, Republic of Korea
2Department of Cosmetic Science, Kwangju Women’s University, Gwangju 62396, Republic of Korea
3School of Electronics and Computer Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
Correspondence to:Seung-Ho Ohk, shohk@chonnam.ac.kr
Abstract
We have developed an aptamer that specifically binds to Porphyromonas gingivalis to reduce the cellular damage caused by P. gingivalis infection and applied it as a biosensor. P. gingivalis is one of the major pathogens causing destructive periodontal disease among the periodontal microorganisms constituting complex biofilms. Porphyromonas gingivalis G-protein (PGP) known to play an important role in the transmission of germs was used as a target protein for the screening of aptamer. The aptamer that has binds to the G-protein of P. gingivalis, was screened and developed through the Systemic Evolution of Ligands by Exponential Energy (SELEX) method. Modified-Western blot analysis was performed with the aptamer which consisted of 38 single-stranded DNA to confirm the selectivity. ELONA (enzyme linked oligonucleotide assay) used to confirm that the aptamer was sensitive to PGP even at low concentration of 1 μg/ml. For the rapid detection of P. gingivalis, we constructed a surface plasmon resonance biosensor with SPREETA using the PGP aptamer. It was confirmed that PGP could be detected as low concentration as at 0.1 pM, which is the minimum concentration of aptamer sensor within 5 min. Based on these results, we have constructed a SPREETA biosensor based on aptamer that can bind to P. gingivalis G-protein. It can be used as an infection diagnosis system to rapidly diagnose and analyze oral diseases caused by P. gingivalis.
Keywords: Aptamer, SPREETA, biosensor, periodontal disease, P. gingivalis
Introduction
Periodontal disease is a chronic bacterial infection that affects the gums and alveolar bone supporting the teeth [1]. Remaining food waste and the oral microbiome aggregate and stick to the surfaces of teeth, forming dental plaque. This plaque, combined with minerals, continues to grow around the gums and becomes dental calculus [2]. The plaque and calculus enlarge between the tooth and the gum, causing inflammation. This inflammation leads to gingivitis and periodontitis. In severe cases, it causes the alveolar bone to melt down, resulting in tooth loss
Particularly, anaerobic bacteria form biofilms in the mouth and contribute to periodontal disease [3, 4]. Gram negative anaerobic bacteria causing periodontal disease include
The growth of these bacteria is closely related to the signaling pathway and is regulated by the extracellular environment and the growth stage of the cell itself. Extracellular signals, such as neurotransmitters and hormone growth factors, bind to their specific receptors, leading to phospholipid degradation of the cell membrane [8]. The degradation product of the phospholipid serves as a secondary transfer material, amplifying the signal transmitted from outside the cell and transmitting it to underlying signaling molecules. This signal transduction controls physiological phenomena such as cell growth, differentiation, and death.
G-protein-coupled receptors in bacterial signaling pathways are a group of receptors that carry a variety of signals, including hormones and neurotransmitters, that are involved in the physiological responses of various cells, from regulation of cAMP levels in cells to gene expression.
G-protein-coupled receptors in bacterial signaling pathways form a group of receptors that carry various signals, including hormones and neurotransmitters, involved in the physiological responses of various cells, from regulating cAMP levels to gene expression. The G-protein-coupled receptor signaling system operates when a hormone or neurotransmitter binds to a G-protein-coupled receptor, initiating the activation of other enzymes or ion channels in the cell via a special protein called G-protein (GTP-binding protein) [9, 10]. Bacterial G-proteins homologous to the essential
In this study, an aptamer selectively binds to PGP(a signaling substance of
We previously screened DNA aptamers specific to
In this research, we constructed a biosensor system using an aptamer and SPREETA, which is an electro-optical device utilizing surface plasmon resonance. SPREETA might provide real-time measurement of the binding of PGP to the aptamer attached to the sensor surface. An aptamer that selectively binds to PGP (
Materials and Methods
Bacterial Strains and Culture Conditions
The
Aptamer
The aptamers utilized in this study were screened and developed through the SELEX method [23]. In brief, 5 μl of a PGP solution (10 μg/ml) was immobilized onto a PVDF membrane (3 × 3 mm), and the membrane was blocked with TBST buffer (0.2 M Tris-HCl pH 7.6, 1.37 M NaCl, 0.1% Tween 20) containing 2% skim milk (Seoul Milk Co., USA) for 30 min, followed by three washes. An aliquot of DNA library solution was boiled at 100°C for 5 min, immediately cooled on ice, and mixed with the PVDF membrane on which PGP was immobilized. After incubating for 1 h at 4°C on a rocking shaker, the membrane was washed three times with TTBS buffer and then subjected to subsequent PCR reaction. Following the amplification of aptamers bound to PGP, the nucleotide sequences of the aptamers were analyzed by Bioneer Co. Ltd. (Korea). The nucleotide sequences of the forward and reverse primers, as well as the DNA library, were listed in a previous report [22].
Production of PGP
Recombinant PGP was prepared using the methods described in a previous report [14]. For the production of the PGP protein,
Protein Purification
The recombinant PGP protein was purified using the methods outlined in a previous report [14]. Ni-nitrilotriacetic acid (Ni-NTA; Qiagen Co., Germany) affinity column chromatography was employed for protein purification. Initially, 10 ml of lysis buffer (50 mM NaH2PO4, 300 mM NaCl, 10 mM imidazole, pH 8.0) was added to the cultured cells. The cells were disrupted with an ultrasonic grinder (Vibra cell VCX-600, Sonics and Materials Inc., USA) and centrifuged at 15,000 ×
The resulting supernatant was transferred to a new tube, and lysis buffer was added to achieve a final volume of 30 ml. Subsequently, 10 ml of Ni-NTA agarose was added, and the mixture was shaken at 4°C for 2 h to allow the protein to adsorb to Ni-NTA. The suspension was then filled into a column (14 × 5 mm) and carefully washed three times with 40 ml washing buffer (50 mM NaH2PO4, 300 mM NaCl, 20 mM imidazole, pH 8.0) and eluted 10 times with 5 ml of elution buffer (50 mM NaH2PO4, 300 mM NaCl, 250 mM imidazole, pH 8.0).
The protein concentration was quantified using the BCA Protein Assay Kit, and Bovine serum albumin (Sigma Co., USA) was employed as a standard sample. Absorbance was measured at 562 nm using a microplate reader (EZ Read 400, Biochrom, USA). The purity of the protein was confirmed by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE; Bio-Rad Co., USA).
Modified-Western blot analysis. Western blot analysis [24] was conducted with a slight modification, using an aptamer instead of a primary antibody. The proteins from the SDS-PAGE gel were transferred to a polyvinylidene fluoride (PVDF) membrane in an electro-transfer buffer (25 mM Tris, 192 mM Glycine, 20% (v/v) methanol) for 90 min at 250 V, 350 mA. Subsequently, the membrane was blocked with TBST buffer (0.2 M Tris-HCl pH 7.6, 1.37 M NaCl, 0.1% Tween 20) containing 2% skim milk (Seoul Milk Co., USA) for 30 min and washed three times.
The washed PVDF membrane was then immersed in 20 ml of aptamer solution (used as a primary antibody) and allowed to react overnight at 4°C. After the reaction, the PVDF membrane was washed three times for 10 min in TBST buffer, and then it was reacted for 1 h in the secondary antibody solution (Anti-Digoxigenin-AP Fab fragments in TBST buffer) and washed three times for 10 min in TBST buffer. Finally, 200 μl of NBT/BCIP stock solution was added to 10 ml of detection buffer (0.1 M Tris-HCl, 0.1 M NaCl, pH 9.5) for the color reaction.
Enzyme linked oligonucleotide assay (ELONA). ELONA method [25] was employed with a slight modification for sensitivity analysis of the aptamer.The purified protein was diluted to the respective concentrations and dispensed into 96-well plates. These plates were allowed to stand at 4°C overnight to facilitate the attachment of proteins to the surface of the well plate.Subsequently, the remaining protein solution was removed, and the plates were blocked with TBST solution containing 2% skim milk for 30 min. After washing three times with TBST solution, diluted DIG-labeled aptamer was added at each concentration and allowed to react at 4°C for 1 h.
The plate was washed three times with TBST solution and then reacted with anti-DIG antibody diluted to 1:5,000 for 30 min. The color of the bound DIG was developed using NBT/BCIP as a substrate. Absorbance was measured at 562 nm using a microplate reader (EZ Read 400, Biochrom, USA).
SPREETA system. The SPREETA biosensor used in this study was a 3-channel SPREETA integrated with the ICx Nomadics SPR3 evaluation kit (Model 1146643) manufactured by Texas Instruments. The SPREETA biosensor comprises a 3-channel SPREETA sensor module, a 3-channel electronic controller (12 bit), an integrated flow block, a flow cell (1/16" OD, 6" long Teflon tubing), gasket, DB9 serial cable, DB15 serial cable (connecting the electronic controller to the integrated flow block), syringe pump, and a personal computer. The SPREETA biosensor system was established with several modifications [26]. The SPREETA biosensor system was assembled in a control box maintained at 30°C to ensure a constant temperature condition. It was connected to a personal computer, and multi-channel application software was operated with a fluid flow system.
The reference channel utilized distilled water, and based on this, the refractive index resulting from the binding of the ligand to the measurement liquid was calculated and converted.
Detection of PGP with SPREETA Sensor
The detection of PGP with SPREETA biosensor system was followed by the methods of Marchesini et. al.[26] with a slight modification. The gold surface of the SPREETA sensor module was cleaned using a cleaning solution prepared by mixing Triton X-100 at a ratio of 1% to 0.1 N NaOH (w/v), followed by rinsing with distilled water to remove residual cleaning liquid. The refractive index (RI) reference value for distilled water on a cleaned gold surface is 1.33. The sensor module was installed and provided a hydrophilic environment suitable for biological samples. To prevent protein denaturation, a baseline buffer was injected into the sensing channel at a constant flow rate (0.1 ml/min) through a 1/8" diameter Teflon tube using a syringe pump for 5 min. The aptamer was then immobilized on the sensor, physically adsorbed to the gold surface by the interfacial hydrophilic effect.
After immobilizing the aptamer (a ligand substance) on the gold surface, PGP was injected at different concentrations (10 μg/ml, 5 μg/ml, and 1 μg/ml) for 10 min. Changes in Response Units (RU) due to the binding of PGP and ligand were measured using a personal computer and the Multiple Channel SPREETA program.
Results
Selection of Aptamer
Forty different aptamers binding to PGP were selected through the first round of SELEX, and each aptamer was subsequently amplified by PCR. These aptamers were then mixed at the same concentrations and utilized as a DNA library for another round of SELEX. This process was repeated to select an aptamer that could sensitively bind to PGP. After three rounds of SELEX screening, eight aptamers designated as AP-1 to AP-8 that bound to PGP were isolated. However, for reasons unknown (data not shown), the affinities of the aptamers to PGP were inconsistent. Among them, one aptamer that consistently exhibited affinity to PGP was selected for the development of an aptamer-based sensor. The nucleotide sequence of the aptamer used in this study is 5'-GGCGGCATAGCC CACTGTTGCCCCTGAAGTAATAAGGC-3'.
Binding of Aptamer to PGP Protein
To confirm the selectivity of the aptamer to the PGP protein, Modified-Western blot analysis was conducted (Fig. 1). The DIG-labeled aptamer demonstrated successive and selective binding to the PGP protein. At 1 pM of aptamer, clear binding was observed to the recombinant PGP (Fig. 1B), partially purified PGP from
-
Figure 1. SDS-PAGE and modified-Western blot analysis of PGP specific aptamer.
Bacterial extracts of
E. coli M15 andP. gingivalis were applied to SDS-PAGE and their proteins were transferred to PVDF membranes for the Western blot analysis. Panels A, SDS-PAGE; B, modified Western blot analysis with 1 pM aptamer; C, with 0.1 pM aptamer. Lanes M, Molecular weigh marker (kDa); 1, the bacterial extract ofE. coli M15; 2, the bacterial extract ofE. coli M15 (pQE-PGP) induced with 1 mM IPTG; 3, partially purified PGP; 4, the bacterial extract ofP. gingivalis .
The binding aptamer to PGP was also monitored with for the range of 0.1 to 10 pM of aptamer (Fig. 2). ELONA is a modified version of the enzyme linked immunosorbent assay (ELISA), which uses aptamers instead of antibodies. The sensitivity of the aptamer was determined with three different concentrations of PGP such as 1 μg/ml, 5 μg/ml, and 10 μg/ml of PGP. The absorbance of the aptamer bound to the PGP was increased in a dose dependent manner from 0.01 pM to10 pM of aptamer, which reveals that aptamer has successfully bound to the PGP even in a low concentration as 0.01 pM. However, the absorbance of aptamer did not show any remarkable change with the increase of PGP concentration.
-
Figure 2. Enzyme linked oligonucleotide assay (ELONA) for the sensitivity assay of aptamer to PGP.
The purified PGP protein was diluted to the respective concentrations and dispensed into 96-well plates. DIG-labeled aptamer was added at each concentration and reacted at 4°C for 1 h. Panels A, 1 μg/ml of PGP; B, 5 μg/ml of PGP; C, 10 μg/ml of PGP.
The binding of the aptamer to PGP was further monitored across the range of 0.1 to 10 pM of aptamer using ELONA (Fig. 2). ELONA is a modified version of the traditional ELISA, utilizing aptamers instead of antibodies. The sensitivity of the aptamer was evaluated at three different concentrations of PGP, namely 1 μg/ml, 5 μg/ml, and 10 μg/ml. The absorbance of the aptamer bound to the PGP increased in a dose-dependent manner from 0.01 pM to 10 pM of aptamer, demonstrating that the aptamer successfully bound to the PGP even at a low concentration of 0.01 pM. However, the absorbance of the aptamer did not exhibit any remarkable change with the increase in PGP concentration.
Detection of PGP with Aptamer-Coated SPREETA Sensor
To confirm the immobilization of the aptamer, a 1 μg/ml PGP solution was applied to the gold-coated metal surface of the SPREETA sensor. The pixel value of the SPR dip on the metal surface where the aptamer was immobilized was 76 (Fig. 3A), whereas that of the metal surface without the immobilized aptamer was 90 (Fig. 3B). As reported by Marchesin et. al. [26], the shift of SPR dip is attributed to the change in refractive index (RI) induced by the substances (aptamer in this report) on the chip surface. This confirmed that the aptamer was successfully immobilized on the metal surface of the SPREETA sensor.
-
Figure 3. Verification of aptamer immobilization on the metal surfaces of SPREETA sensor.
Immobilization of aptamer was carried out by the flow of aptamer solution at a flow rate of 0.1 ml/min through a 1/8" diameter Teflon tube using a syringe pump for 5 min. Panels A, SPREETA sensor with the immobilized aptamer; B, without aptamer.
Subsequently, PGP solution was flowed on the metal surface of the SPREETA sensor, where the aptamer was immobilized, at various concentrations ranging from 0.01 pM to 10 pM. When a 10 μg/ml PGP solution was injected into the surface sensor with 10 pM of aptamer for 600 sec at a flow rate of 0.1 ml/min, the RU value rapidly increased until about 100 sec. Although the increasing rate slightly decreased after 100 sec, the RU value continued to gradually increase up to 450 RU until the end of the experiment (Fig. 4A). However, the increasing pattern of RU value with different concentrations of aptamer did not show the same trend as that of 10 pM. When 1 pM of aptamer was coated on the sensor surface, the RU value rapidly increased until 50 sec. After that, the RU value did not exhibit a proportional increase. In the case of 0.1 pM of aptamer, the RU value slightly increased until 300 sec and then gradually decreased. When 0.01 pM of aptamer was used in this sensor, it did not show any response to the flow of PGP solution.
-
Figure 4. Responses of the SPREETA sensor with different concentrations of aptamer.
After immobilization of aptamer on the metal surface of SPREETA sensor PGP was injected to flow with different concentrations for 10 min. Panels A, 10 μg/ml of PGP; B, 5 μg/ml of PGP; C, 1 μg/ml of PGP. Symbols ━, 10 pM of aptamer was immobilized on a metal surface; ━, 1 pM of aptamer; ■ · ■, 0.1 pM of aptamer; ■■■■, 0.01 pM of aptamer.
With the flow of a PGP solution (5 μg/ml) through the sensor with 1 pM and 10 pM of aptamer, the RU value gradually increased until the end of the experiment. However, the final RU of the sensor showed a lower value than in the cases of 10 μg/ml of PGP (Fig. 4B). The same response pattern was observed in the case of a 1 μg/ml PGP solution, with even lower RU values of 240 and 110, respectively (Fig. 4C). In the case of 0.1 pM of aptamer used on the surface of the SPREETA sensor, it did not show any specific response pattern with either 10 μg/ml or 10 μg/ml of PGP.
Discussion
Modified-Western analysis used in this study with the aptamer provides a simple way of visualizing membranes compared to conventional Western blot analysis. Aptamers, consisting of a small chain of DNA or RNA nucleotides, are easy to label with color reagents such as digoxigenin, streptavidin, or other fluorescent reagents. Therefore, labeled aptamers might be used as substitutes for primary antibodies and directly visualized without a secondary antibody. In this report, we demonstrated that the binding of the aptamer to the PGP protein could be visualized in Western blot analysis without the need for a secondary antibody.
ELONA combines the principles of ELISA and nucleic acid hybridization to achieve sensitive and specific detection [25]. However, while the basic principles of ELONA remain consistent, specific protocols and modifications may vary depending on the target molecule and the desired application [28, 29]. The ELONA assay in this study showed that the higher the concentration of the aptamer, the better the binding capacity to PGP was observed. The sensitivity of the aptamer to PGP protein was confirmed at as low concentration as 0.01 pM. Both Modified-Western blot analysis and ELONA showed that the aptamer could specifically and sensitively bind to PGP. It is well reported that the concentration of the aptamer affects binding capacity [30].
On the other hand, the ultimate purpose of the biosensor is rapid and sensitive detection of target molecules. In this study, we constructed an aptamer-coated SPREETA sensor capable of quickly and accurately detecting
The SPREETA system, is a biosensor technology that combines the principles of surface plasmon resonance (SPR) with electrochemical detection. It is designed for real-time, label-free monitoring of biomolecular interactions. When biomolecules (
This system is used for the rapid and sensitive detection of specific biomolecules, making it applicable in fields such as diagnostics, environmental monitoring, and bioanalytical research. One of the significant advantages is the label-free nature of detection, eliminating the need for fluorescent or radioactive labels. For the regeneration of the aptamer-coated sensor system, removing PGP bound to the aptamer-coated sensor system should be followed. However, during this process, a certain amount of aptamer that was coated on the gold surface might be removed as well, which might affect the consistency of the biosensor system. Therefore, it is important to develop a method for the rigid coating of the aptamer on the gold surface of the SPREETA sensor for the reliability of the sensor system.
In conclusion, we screened an aptamer that specifically binds to PGP and tested the binding ability using Modified-Western blot analysis and ELONA assay. Through these experiments, the selected aptamer showed efficient affinity and selectivity to PGP. Based on these results, we also constructed an aptamer-based SPREETA sensor system to detect PGP protein more rapidly and selectively. However, further optimization might be needed for the immobilization of the aptamer on the gold surface of the SPREETA sensor.
Acknowledgments
This study was supported by a grant (CRI 15006-1) Chonnam National University Hospital Biomedical Research Institute.
Conflict of Interest
The authors have no financial conflicts of interest to declare.
Author Contributions
Conceptualization, S. Ohk, T. Ji and K. Kim Methodology, S. Ohk, T. Ji, K. Kim and S. Park Validation, S. Park, H. J. Lee
Formal Analysis, S. Park, H. J. Lee
Investigation, S. Park, A. H. J. Lee
Resources, S. Park, A. H. J. Lee
Data Curation, S. Ohk, T. Ji, K. Kim and S. Park Writing – Original Draft Preparation, S. Ohk, and S. Park Writing – Review & Editing, S. Ohk
Visualization, S. Ohk and S. Park
Supervision, S. Ohk
Project Administration, S. Ohk
Funding Acquisition, S. Ohk
Fig 1.
Fig 2.
Fig 3.
Fig 4.
References
- Gasmi Benahmed A, Kumar Mujawdiya P, Noor S, Gasmi A. 2022.
Porphyromonas Gingivalis in the development of periodontitis: impact on dysbiosis and inflammation.Arch. Razi Inst. 77 : 1539-1551. - Johannsen A, Emilson CG, Johannsen G, Konradsson K, Lingstrom P, Ramberg P. 2019. Effects of stabilized stannous fluoride dentifrice on dental calculus, dental plaque, gingivitis, halitosis and stain: a systematic review.
Heliyon 5 : e02850. - Hajishengallis G, Liang S, Payne MA, Hashim A, Jotwani R, Eskan MA,
et al . 2011. Low-abundance biofilm species orchestrates inflammatory periodontal disease through the commensal microbiota and complement.Cell Host Microbe. 10 : 497-506. - Vieira Colombo AP, Magalhaes CB, Hartenbach FA, Martins do Souto R, Maciel da Silva-Boghossian C. 2016. Periodontal-diseaseassociated biofilm: a reservoir for pathogens of medical importance.
Microb. Pathog. 94 : 27-34. - Kim JH, Oh JW, Lee Y, Yun JH, Choi SH, Lee DW. 2021. Quantification of bacteria in mouth-rinsing solution for the diagnosis of periodontal disease.
J. Clin. Med. 10 : 891. - Wu Y, Dong G, Xiao W, Xiao E, Miao F, Syverson A,
et al . 2016. Effect of aging on periodontal inflammation, microbial colonization, and disease susceptibility.J. Dent. Res. 95 : 460-466. - Kaman WE, Galassi F, de Soet JJ, Bizzarro S, Loos BG, Veerman EC,
et al . 2012. Highly specific protease-based approach for detection ofPorphyromonas gingivalis in diagnosis of periodontitis.J. Clin. Microbiol. 50 : 104-112. - Camilli A, Bassler BL. 2006. Bacterial small-molecule signaling pathways.
Science 311 : 1113-1116. - Gudermann T, Kalkbrenner F, Schultz G. 1996. Diversity and selectivity of receptor-G protein interaction.
Annu. Rev. Pharmacol. Toxicol. 36 : 429-459. - Post GR, Brown JH. 1996. G protein-coupled receptors and signaling pathways regulating growth responses.
FASEB J. 10 : 741-749. - Zuber M, Hoover TA, Dertzbaugh MT, Court DL. 1997. A
Francisella tularensis DNA clone complementsEscherichia coli defective for the production of Era, an essential Ras-like GTP-binding protein.Gene 189 : 31-34. - Baev D, Ohk SH, Kuramitsu HK. 2000. Protein interactions of SGP, an essential
Streptococcus mutans GTPase, revealed by biochemical and yeast two-hybrid system analyses.FEMS Microbiol. Lett. 184 : 149-153. - Ohk SH, Kuramitsu HK. 2000. A novel antibacterial agent derived from the C-terminal domain of
Streptococcus mutans GTPbinding protein.J. Antimicrob. Chemother. 46 : 95-99. - Chun MJ, Park KJ, Ohk SH. 2012. Putative down-stream signaling molecule of GTPase in
Porphyromonas gingivalis .Prikl Biokhim. Mikrobiol. 48 : 389-393. - March PE, Lerner CG, Ahnn J, Cui X, Inouye M. 1988. The
Escherichia coli Ras-like protein (Era) has GTPase activity and is essential for cell growth.Oncogene 2 : 539-544. - Liu Y, Qian X, Ran C, Li L, Fu T, Su D,
et al . 2023. Aptamer-based targeted protein degradation.ACS Nano 17 : 6150-6164. - Deng G, Zha H, Luo H, Zhou Y. 2023. Aptamer-conjugated gold nanoparticles and their diagnostic and therapeutic roles in cancer.
Front. Bioeng. Biotechnol. 11 : 1118546. - Lou B, Liu Y, Shi M, Chen J, Li K, Tan Y,
et al . 2022. Aptamer-based biosensors for virus protein detection.Trends Analyt. Chem. 157 : 116738. - Fan R, Tao X, Zhai X, Zhu Y, Li Y, Chen Y,
et al . 2023. Application of aptamer-drug delivery system in the therapy of breast cancer.Biomed. Pharmacother. 161 : 114444. - Chen Z, Xie M, Zhao F, Han S. 2022. Application of nanomaterial modified aptamer-based electrochemical sensor in detection of heavy metal ions.
Foods 11 : 1404. - Moutsiopoulou A, Broyles D, Dikici E, Daunert S, Deo SK. 2019. Molecular aptamer beacons and their applications in sensing, imaging, and diagnostics.
Small 15 : e1902248. - Park BJ, Ohk SH. 2018. A novel anti-adhesion agent using DNA aptamers for
Streptococcus mutans .J. Korea Acad.-Ind. Coop. Soc. 19 : 382-388. - Tuerk C, Gold L. 1990. Systematic evolution of ligands by exponential enrichment: RNA ligands to bacteriophage T4 DNA polymerase.
Science 249 : 505-510. - Mahmood T, Yang PC. 2012. Western blot: technique, theory, and trouble shooting.
N Am. J. Med. Sci. 4 : 429-434. - Stoltenburg R, Krafcikova P, Viglasky V, Strehlitz B. 2016. G-quadruplex aptamer targeting Protein A and its capability to detect
Staphylococcus aureus demonstrated by ELONA.Sci. Rep. 6 : 33812. - Marchesini GR, Koopal K, Meulenberg E, Haasnoot W, Irth H. 2007. Spreeta-based biosensor assays for endocrine disruptors.
Biosens. Bioelectron. 22 : 1908-1915. - Kim CS, Choi SH, Choi BK, Chai JK, Park JB, Kim CK,
et al . 2002. The effect of recombinant human bone morphogenetic protein-4 on the osteoblastic differentiation of mouse calvarial cells affected byPorphyromonas gingivalis .J. Periodontol. 73 : 1126-1132. - Kim E, Kang M, Ban C. 2022. Aptamer-antibody hybrid ELONA that uses hybridization chain reaction to detect a urinary biomarker EN2 for bladder and prostate cancer.
Sci. Rep. 12 : 11523. - Zhao X, Gao J, Song Y, Zhang J, Han Q. 2022. Establishment of an improved ELONA method for detecting fumonisin B(1) based on aptamers and hemin-CDs conjugates.
Sensors (Basel) 22 : 6714. - Ohk SH, Koo OK, Sen T, Yamamoto CM, Bhunia AK. 2010. Antibody-aptamer functionalized fibre-optic biosensor for specific detection of
Listeria monocytogenes from food.J. Appl. Microbiol. 109 : 808-817.