Aptamers and Aptasensors for Highly Specific Recognition and Sensitive Detection of Marine Biotoxins: Recent Advances and Perspectives
Abstract
:1. Introduction
2. Aptamers Targeting Marine Biotoxins
2.1. Selection Principle of Aptamers (SELEX Principle)
2.2. Detailed Information of Aptamers Targeting for Marine Biotoxins
- (a)
- Firstly, aptamers have drawn much attention in the field of marine biotoxins in recent years. According to our investigation, there have been 15 novel aptamers reported, covering all of the three categories of marine biotoxins. Among the targets shown in Table 1, palytoxin (PTX) and okadaic acid (OA) are polyether toxins; brevetoxin-2 (BTX-2) and microcystin (MC) are polypeptide toxins; and tetrodotoxin (TTX), saxitoxin (STX), anatoxin-a (ATX-a), and gonyautoxin1/4 (GTX1/4) are alkaloid toxins. And all of the aptamers were reported after 2012, and 50% of them were successfully selected after 2015. This indicates a high level of academic attention on the aptamers for marine biotoxins.
- (b)
- Secondly, most aptamers targeting marine biotoxins were selected using beads-SELEX or magnetic-beads-SELEX (Mag-beads-SELEX), and most of the selection were finished within no more than 20 rounds. The marine biotoxins were immobilized onto the surface of beads or magnetic-beads. The surface with a spherical shape facilitates the full display of the targets on the beads and beads facilitate the convenient separation [59,60]. Figure 2 illustrates the partition and elution process of the positive selection part in the Mag-beads-SELEX. After the incubation of the target-immobilized magnetic beads with the oligonucleotides in the library, the partition of the oligonucleotides-beads complex from the unbound oligonucleotides and the elution of bound oligonucleotides from the oligonucleotides-beads are both achieved using the magnetic separation. The procedure of the beads-SELEX is similar, and the only difference is the partition of the beads and the supernatant is based on centrifugal separation.
- (c)
- Thirdly, some new selection methods promote efficient aptamer selection for marine biotoxins. In 2016, Tian et al. [64] completed a selection of aptamers binding to BTX-2 based on microwell-SELEX. The positive selection process is illustrated in Figure 3. The BTX-2 was coupled with a carrier protein, BSA (bovine serum albumin), and immobilized onto the inner bottom surface of the microwells, and the oligonucleotides were incubated with the immobilized BTX-2. Using the microwells as a matrix, no other special separation instruments were needed for the partition of oligonucleotides-beads complex and the unbound oligonucleotides or the elution of the bound oligonucleotides.
- (d)
- Fourthly, some post optimization greatly improved the affinity of the selected aptamers. Two of the aptamers in Table 1 were derived from truncation study. One is M-30f, and the other is GO-18-T-d. Zheng et al. [70] improved the APTSTX selected by Handy et al. [69] to be shorter and to have higher affinity towards STX. The authors analyzed the sequence of APTSTX and adopted rational site-directed mutagenesis, on the basis of secondary structure prediction to improve the conformational stability and thus to strengthen its interaction with STX. Then the authors adopted truncation to remove the unnecessary nucleotides and to remain the key binding structure, and M-30f was obtained with a 30-fold improved affinity. The other sample is the GO-18-T-d. It is truncated by Gao et al. [72] after they obtained the GO-18 using GO-SELEX. GO-18 was truncated based on the secondary structure prediction, and the GO-18-T-d has an 8-fold improved affinity.
3. Developed Aptasensors Targeting Marine Biotoxins
3.1. Biolayer Interferometry (BLI)-Based Aptasensors
3.2. Electrochemistry (EC)-Based Aptasensor
3.3. Fluorescence (FL)-Based Aptasensors
3.4. Enzyme Linked Aptamer Assay (ELAA)-Based Aptasensors
3.5. Detailed Information of the Reported Aptasensors for Marine Biotoxin Detection
- (a)
- Firstly, all of the reported aptasensors achieved high sensitivity, and almost all of them have been validated by real samples. Aptasensors show obvious advantages for sensitive and ultrasensitive detection of marine biotoxins in the real world, compared with the HPLC or MS method. The LODs of the all the reported aptasensors are low enough for the marine biotxins monitoring. LOD of 80% of the reported aptasensors is lower than or equal to 1 ng/mL, LOD of 73% of the aptasensors is lower than or equal to 0.5 ng/mL, LOD of 33% of the aptasensors is lower than or equal to 0.05 ng/mL, and some LOD is even as low as 0.00004 ng/mL. While LOD methods are based on HPLC or MS, they can only achieve LOD at a 1 ng/mL level [23,24,25,26,27,28]. For example, in 2015, Bragg et al. [25] developed an online solid phase extraction hydrophilic interaction liquid chromatography (HILIC) method for the analysis of STX and neosaxitoxin (NEO) in human urine with tandem mass spectrometry, and obtained a LOD at 1.01 ng/mL and 2.62 ng/mL, respectively. A newly reported study in 2018 by Dom et al. [96], which uses liquid chromatography coupled with high resolution mass spectrometry (LC-HRMS) can only achieve a LOD at 1.1~337 ng/g for 18 kinds of marine biotoxins detection. Rey et al. used an improved liquid chromatography coupled with mass spectrometry (LC-MS) for the detection of paralytic shellfish toxins [97]. They tested 15 kinds of biotoxins in four kinds of real samples, and the LOD of the 15 × 14 samples ranged from 0.387 to 55.844 ng/g.
- (b)
- Secondly, the sensitivity of the BLI-based aptasensor is relatively higher, showing great advantages in sensitive detection. However, the linear detection range of BLI-based aptasensors was relatively narrow. This may be caused by the limited chip surface space and limited number of immobilized molecules.
- (c)
- Thirdly, when compared with other biological alternative methods, the reported aptasensors showed great advantages, as most of the aptasensors achieved LOD below 1 ng/mL. In recent years (from 2014 to now), there are some other alternative methods reported for marine biotoxin detection, such as the cell-based impedance biosensor [98], the SPR (surface plasmon resonance) immunosensor [99], the immunochromatographic sensor [8], and so on. However, most of these alternatives only obtained LOD at about 5 ng/mL. The obvious difference may be due to the higher affinity of the aptamers and the superiority of the aptamers to be easily combined with advanced sensitive transducers.
4. Perspectives
- (a)
- Firstly, more efforts need to be made to select more aptamers for marine biotoxins. There are only 15 aptamers selected, while there are more than 1000 kinds of marine biotoxins identified in the world. A large number of aptamers is urgently needed. The beads-SELEX and Mag-beads-SELEX can be widely used, referring to the success in the reported selections. The GO-SELEX can be referred, especially for those marine biotoxins that are very small or hard to be immobilized. In addition, some other frontier methods achieve efficient selection [35,100,101,102], such as capillary electrophoresis-SELEX (CE-SELEX) and microfluidic SELEX. CE-SELEX has high-efficiency separation capabilities, and does not need immobilization [103,104,105]. Microfluidic SELEX combines microfluidic chip technology into the aptamer screening process, and can achieve rapid automated selection [106,107].
- (b)
- Secondly, the binding mechanism of each marine biotoxin and its aptamer needs to be further studied. Although many aptamers and aptasensors have been developed, the binding mechanism is not clear. So far, most studies concerning aptamer structures stop with Mfold prediction. However, as shown in Table 1, some of the aptamers have one stem and some of them have more than two. Information from secondary structures is not enough for the mechanism study. Further study should be explored, such as the tertiary structure and molecule docking. Only one study concerning the binding format of the aptamer and marine biotoxin was reported. In 2018, Cheng et al. reported their study about binding the way between STX and its aptamer, M-30f [108]. The authors used the circular dichroism spectra, fluorophore and quencher labeled aptamer, and crystal violet based assays to identify the binding way between STX and aptamer. The results show that the conformation of the aptamer is stabilized in PBS buffer (10 mM phosphate buffer, 2.7 mM KCl, 137 mM NaCl, pH 7.4) and K+ plays an important role in conformation stability, and this conformation may provide a suitable cave for STX binding. We have been conducting research on the recognition mechanism. We once analyzed the binding between tetracycline and its aptamer [109], using the computational prediction and isothermal titration calorimetry (ITC) experiment. The conformational tertiary structure and the potential binding sites of the aptamer were predicted by computational study and proved by chemical experiment. Our study provides a reference, and other methods [43,89,110] can be further referred.
- (c)
- Thirdly, more kinds of aptasensors can be developed. The present aptasensors for marine biotoxins are mainly BLI-based, EC-based, FL-based, and ELAA-based aptasensors. Aptamers show great advantages in terms of easy labeling and easy fabrication. Many other methods can be explored so as to achieve on-site detection with high throughput, visual characters, and high portability. In recent years, various aptasensors have been used to detect various kinds of small molecules, such as optical, mass-dependent, lateral flow chromatography-based aptasensors [75,86,111,112,113], and so on. We also developed several kinds of aptasensors for small molecules, such as the indirect competitive [114] and direct competitive [115] ELAA-based aptasensors, AuNPs-based aptasensor, [116] and a SPR-based aptasensor [117]. All of these three kinds of aptasensors performed well for highly sensitive and specific detection. And all of these reported aptasensors can be used to develop more aptasensors for marine biotoxin detection.
Author Contributions
Funding
Conflicts of Interest
References
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Num. | Target | Aptamer Name | Selection Method | Year | Sequence (5′–3′) | Affinity (Kd, nM) | Secondary Structure | Folding Reference Condition | Ref. |
---|---|---|---|---|---|---|---|---|---|
1 | Palytoxin (PTX) C1 | PTX-13 | Mag-beads-SELEX | 2017 | GGAGGTGGTGGGGACTTTGCTTGTACTGGGCGCCCGGTTGAA | 84.3 | 20 mM Tris, 100 mM NaCl, 2 mM MgCl2, 5 mM KCl, pH 7.5 | [61] | |
2 | Okadaic acid (OA) C1 | OA34 | Beads-SELEX | 2013 | GGTCACCAACAACAGGGAGCGCTACGCGAAGGGTCAATGTGACGTCATGCGGATGTGTGG | 77 | 50 mM Tris, 150 mM NaCl, 2 mM MgCl2, pH 7.5 | [62] | |
3 | Brevetoxin 2 (BTX-2) C2 | BT10 | Beads-SELEX | 2015 | GGCCACCAAACCACACCGTCGCAACCGCGAGAACCGAAGTAGTGATCATGTCCCTGCGTG | 92 | 50 mM Tris, 10 mM MgCl2, pH 7.5 | [63] | |
4 | Brevetoxin 2 (BTX-2) C2 | Bap5 | Microwell-SELEX | 2016 | GAGGCAGCACTTCACACGATCTGTGAAGTTTTTGTCATGGTTTGGGGGTGGTAGGGGTGTTGTCTGCGTAATGACTGTAGAGATG | 4830 | 20 mM Hepes, 120 mM NaCl, 5 mM KCl, 1 mM CaCl2, 1 mM MgCl2 | [64] | |
5 | Microcystin-LR (MC-LR) C2 | AN6 | Beads-SELEX | 2012 | GGCGCCAAACAGGACCACCATGACAATTACCCATACCACCTCATTATGCCCCATCTCCGC | 50 | 50 mM Tris, 150 mM NaCl, 2 mM MgCl2, pH 7.5 | [65] | |
6 | Microcystin-LA (MC-LA) C2 | RC4 | Beads-SELEX | 2012 | CACGCACAGAAGACACCTACAGGGCCAGATCACAATCGGTTAGTGAACTCGTACGGCGCG | 76 | 50 mM Tris, 150 mM NaCl, 2 mM MgCl2, pH 7.5 | [65] | |
7 | Microcystin-YR (MC-YR) C2 | HC1 | Beads-SELEX | 2012 | GGACAACATAGGAAAAAGGCTCTGCTACCGGATCCCTGTTGTATGGGCATATCTGTTGAT | 193 | 50 mM Tris, 150 mM NaCl, 2 mM MgCl2, pH 7.5 | [65] | |
9 | Tetrodotoxin (TTX) C3 | G11-T ⁑ | Truncation | 2012 | AAAAATTTCACACGGGTGCCTCGGCTGTCC | N/A | 250 mM NaCl, 1 mM MgCl2, 0.1 mM EDTA, 1 mM DTT, 20 mM Tris-HCl, pH 7.5 | [66,67] | |
10 | Tetrodotoxin (TTX) C3 | A3 | Beads-SELEX | 2014 | GGGAGCTCAGAATAA ACGCTCAACCCTGCCGGGGGCTTCTCCTTGCTGCTCTGCTCTGTTCGACATGAGGCCCGGATC | N/A | 10 mM PBS, pH 7.5 | [68] | |
11 | Saxitoxin (STX) C3 | APTSTX | Mag-beads-SELEX | 2013 | GGTATTGAGGGTCGCATCCCGTGGAAACATGTTCATTGG GCGCACTCCGCTTTCTGTAGATGGCTCTAACTCTCCTCT | 3840 | 10 mM phosphate buffer, 2.7 mM KCl, 140 mM NaCl, 0.05% Tween-20, pH 7.4 | [69] | |
12 | Saxitoxin(STX) C3 | M-30f | Truncation | 2015 | TTGAGGGTCGCATCCCGTGGAAACAGGTTCATTG | 133 | 10 mM phosphate buffer, 2.7 mM KCl, 140 mM NaCl, 0.05% Tween-20, pH 7.4 | [70] | |
13 | Anatoxin-a (ATX-a) C3 | ATX8 | Beads-SELEX | 2015 | TGGCGACAAGAAGACGTACAAACACGCACCAGGCCGGAGTGGAGTATTCTGAGGTCGG | 81.378 | 50 mM Tris, pH 7.5, 150 mM NaCl, 2 mM MgCl2, pH 7.5 | [71] | |
14 | Gonyautoxin1/4 (GTX1/4) C3 | GO18-T | GO-SELEX | 2016 | AGCAGCACAGAGGTCAGATGCAATCGGAACGAGTAACCTTTGGTCGGGCAAGGTAGGTTGCCTATGCGTGCTACCGTGAA | 62 | 20 mM Tris-HCl, 100 mM NaCl, 2 mM MgCl2, 5 mM KCl, pH 7.5 | [72] | |
15 | Gonyautoxin1/4 (GTX1/4) C3 | GO18-T-d | Truncation | 2016 | AACCTTTGGTCGGGCAAGGTAGGTT | 8.1 | 20 mM Tris–HCl and 10 mM MgCl2, pH 7.5 | [72] |
Target | Aptamer | Aptasensor | Year | Linear detection Range (ng/mL) a | LOD (ng/mL) a | Samples | References |
---|---|---|---|---|---|---|---|
GTX1/4 | GO18-T-d | BLI-based | 2016 | 0.2~200 | 0.05 | shellfish | [72] |
STX | M-30f | BLI-based | 2017 | 0.1~0.8 | 0.5 | shellfish | [80] |
PTX | PTX-13 | BLI-based | 2017 | 0.2~0.7 | 0.00004 | shellfish, seawater | [61] |
OA | OA34 | EC-based | 2013 | 0.1~60 | 0.07 | shellfish | [62] |
ATX | ATX8 | EC-based | 2015 | 1~100 | 0.5 | drinking water, certified samples | [71] |
BTX-2 | BT10 | EC-based | 2015 | 0.01~2000 | 0.106 | shellfish, mussel | [63] |
OA | OA34 | EC-based | 2017 | 5~100 | 1 | buffer | [84] |
MC-LR | AN6 | EC-based | 2018 | 5.0 × 10−5~248.8 | 2.0 | water | [85] |
TTX | G11-T | FL-based | 2017 | 0.1~100,000 | 0.06 | fish | [66] |
MC-LR | AN6 | FL-based | 2017 | 0.01~50 | 0.002 | water | [91] |
MC-LR and OA | AN6 for MC-LR and OA34 for OA | FL-based | 2015 | 0.1~50 | 0.025 for MC-LR and 0.05 for OA | water, shrimps, fish | [92] |
MC-LR | AN6 | FL-based | 2017 | 0.4~1194 | 0.137 | water, serum samples | [93] |
STX | APTSTX | FL-based | 2015 | 15~3000 | 7.5 | gastric juice, serum, urine | [94] |
OA | OA34 | FL-based | 2017 | 0.001~100 | 0.001 | shellfish | [95] |
BTX-2 | Bap5 | ELAA-based | 2016 | 3.125~200 | 3.125 | buffer | [64] |
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Zhao, L.; Huang, Y.; Dong, Y.; Han, X.; Wang, S.; Liang, X. Aptamers and Aptasensors for Highly Specific Recognition and Sensitive Detection of Marine Biotoxins: Recent Advances and Perspectives. Toxins 2018, 10, 427. https://doi.org/10.3390/toxins10110427
Zhao L, Huang Y, Dong Y, Han X, Wang S, Liang X. Aptamers and Aptasensors for Highly Specific Recognition and Sensitive Detection of Marine Biotoxins: Recent Advances and Perspectives. Toxins. 2018; 10(11):427. https://doi.org/10.3390/toxins10110427
Chicago/Turabian StyleZhao, Lianhui, Yunfei Huang, Yiyang Dong, Xutiange Han, Sai Wang, and Xingguo Liang. 2018. "Aptamers and Aptasensors for Highly Specific Recognition and Sensitive Detection of Marine Biotoxins: Recent Advances and Perspectives" Toxins 10, no. 11: 427. https://doi.org/10.3390/toxins10110427
APA StyleZhao, L., Huang, Y., Dong, Y., Han, X., Wang, S., & Liang, X. (2018). Aptamers and Aptasensors for Highly Specific Recognition and Sensitive Detection of Marine Biotoxins: Recent Advances and Perspectives. Toxins, 10(11), 427. https://doi.org/10.3390/toxins10110427