Abstract
This work established a novel nucleic acid aptamer sensor for the sensitive and selective detection of AFB1 (Aflatoxin B1), which has important implication for food safety. In a word, we synthesized MXene/MWCNTs/NiCo2O4 composite nanomaterials to improve the sensitivity of the aptamer sensor. The surface of the composite nanomaterials was modified with PDA (poly dopamine) in order to immobilize the NH2-cDNA-aptamer complex on the electrode surface by the Schiff base reaction. Characterization of MXene/MWCNTs/NiCo2O4 nanocomposites was carried by scanning electron microscopy (SEM), transmission electron microscopy (TEM), X-ray photoelectron spectroscopy (XPS), and X-ray diffraction (XRD). Meanwhile, 4-carboxy-2,2,6,6-tetramethylpiperidine 1-oxyl free radical (TEMPO-COOH) was used as an electrochemical signal to detect AFB1. Under optimal conditions, the electrochemical DPV signal decreased with increasing AFB1 concentration, ranging from 2.5 to 200 ng/mL, and the lowest limit of detection (LOD) at 1.890 ng/mL (S/N = 3). In addition, the ensemble sensor showed great reproducibility, stability, and selectivity, which has been successfully applied to the determination of AFB1 in maize flour and maize residue samples with recoveries in the 92.2 ~ 109.8% range. Compared to other detection methods for AFB1, this approach afforded comparable detection limits and detection ranges, in reduced analysis time (within 5 min). Thus, a time-saving, sensitive, and selective approach was achieved for the rapid determination of AFB1 in food.
Similar content being viewed by others
Data Availability
The datasets generated and analyzed during the current study are available from the corresponding author on reasonable request.
References
Adi PJ, Matcha B (2018) Analysis of aflatoxin B1 in contaminated feed, media, and serum samples of Cyprinus carpio L. by high-performance liquid chromatography. Food Qual Saf 2:199–204. https://doi.org/10.1093/fqsafe/fyy013
Adunphatcharaphon S, Elliott CT, Sooksimuang T, Charlermroj R, Petchkongkaew A, Karoonuthaisiri N (2022) The evolution of multiplex detection of mycotoxins using immunoassay platform technologies. J Hazard Mater 432:128706. https://doi.org/10.1016/j.jhazmat.2022.128706
Alhamoud Y, Yang DT, Kenston SSF, Liu GZ, Liu LY, Zhou HB, Ahmed F, Zhao JS (2019) Advances in biosensors for the detection of ochratoxin A: Bio-receptors, nanomaterials, and their applications. Biosens Bioelectron 141:111418. https://doi.org/10.1016/j.bios.2019.111418
Althaga II, Ahmed SA, El-Said WA (2021) Colorimetric aflatoxins immunoassay by using silica nanoparticles decorated with gold nanoparticles. Spectrochim. Acta A Mol Biomol Spectrosc 246:118999. https://doi.org/10.1016/j.saa.2020.118999
Barbieri G, Simao EP, Avelino K, Oliveira MDL, Andrade CAS (2023) Impedimetric Nanoimmunosensor Platform for Aflatoxin B1 Detection in Peanuts. Biotechnol Prog 2023:3334. https://doi.org/10.1002/btpr.3334
Bazin I, Tria SA, Hayat A, Marty JL (2017) New biorecognition molecules in biosensors for the detection of toxins. Biosens Bioelectron 2017(87):285–298. https://doi.org/10.1016/j.bios.2016.06.083
Chen FF, Luan CL, Wang L, Wang SE, Shao LH (2017) Simultaneous determination of six mycotoxins in peanut by high-performance liquid chromatography with a fluorescence detector. J Sci Food Agric 2017(97):1805–1810. https://doi.org/10.1002/jsfa.7978
Chen ZH, Hu L, Zhang BT, Lu AP, Wang YF, Yu YY, Zhang G (2021a) Artificial Intelligence in Aptamer-Target Binding Prediction. Int J Mol Sci 2021(22):3605. https://doi.org/10.3390/ijms22073605
Chen H, Han F, Mao B, Gu J, Li Y, Zhao C, Wang Y, Wang D, Zhan J (2021b) Rapid and label free detection of aflatoxin B1 in alcoholic beverages with a microfluid fiber device. Appl Opt 2021(60):1924–1929. https://doi.org/10.1364/AO.414332
Cruz-Aguado JA, Penner G (2008) Determination of Ochratoxin A with a DNA Aptamer. J Agric Food Chem 2008(56):10456–10461. https://doi.org/10.1021/jf801957h
Dubal DP, Gomez-Romero P, Sankapal BR, Holze R (2015) Nickel cobaltite as an emerging material for supercapacitors: An overview. Nano Energy 2015(11):377–399. https://doi.org/10.1016/j.nanoen.2014.11.013
E. Commission, setting maximum levels for certain contaminants in foodstuffs, in Regulation (EC) No. 466/2001 of 8 March 2001, p. 13, Official Journal of European Communities, 2001, 13. https://www.tandfonline.com/doi/full/https://doi.org/10.1080/09540105.2015.1086319
Eivazzadeh-Keihan R, Pashazadeh P, Hejazi M, de la Guardia M, Mokhtarzadeh A (2017) Recent advances in Nanomaterial-mediated Bio and immune sensors for detection of aflatoxin in food products. TrAC, Trends Anal Chem 2017(87):112–128. https://doi.org/10.1016/j.trac.2016.12.003
Evtugyn G, Porfireva A, Stepanova V, Sitdikov R, Stoikov I, Nikolelis D, Hianik T (2014) Electrochemical Aptasensor Based on Polycarboxylic Macrocycle Modified with Neutral Red for Aflatoxin B1 Detection. Electroanalysis 2014(26):2100–2109. https://doi.org/10.1002/elan.201400328
F. a. D. Administration, COMPLIANCE POLICY GUIDE (CPG), in Compliance Policy Guide Sec. 555.400 Aflatoxins in Human Food, the Food and Drug Administration the United States, 2021, FDA-2021-D-0242. Accessed 26 March 2023. https://www.fda.gov/regulatory-information/search-fda-guidance-documents/compliance-policy-guide-sec-555400-aflatoxins-human-food
Han F, Luo SJ, Xie LY, Zhu JJ, Wei W, Chen X, Liu FW, Chen W, Zhao JL, Dong L, Yu K, Zeng XR, Rao F, Wang L, Huang Y (2019) Boosting the Yield of MXene 2D Sheets via a Facile Hydrothermal-Assisted Intercalation. ACS Appl Mater Interfaces 2019(11):8443–8452. https://doi.org/10.1021/acsami.8b22339
Jia HR, Zhang Z, Fang X, Jiang M, Chen M, Chen S, Gu K, Luo Z, Wu FG, Tan W (2022) Recent advances of cell surface modification based on aptamers. Materials Today Nano 18:100188. https://doi.org/10.1016/j.mtnano.2022.100188
Jiang S, Zhang L, Li J, Ouyang H, Fu Z (2021) Pressure/colorimetric dual-readout immunochromatographic test strip for point-of-care testing of aflatoxin B1. Talanta 227:122203. https://doi.org/10.1016/j.talanta.2021.122203
Ko TH, Devarayan K, Seo MK, Kim HY, Kim BS (2016) Facile Synthesis of Core/Shell-like NiCo2O4-Decorated MWCNTs and its Excellent Electrocatalytic Activity for Methanol Oxidation. Sci Rep 2016(6):20313. https://doi.org/10.1038/srep20313
Kunene K, Sayegh S, Weber M, Sabela M, Voiry D, Iatsunskyi I, Coy E, Kanchi S, Bisetty K, Bechelany M (2023) Smart electrochemical immunosensing of aflatoxin B1 based on a palladium nanoparticle-boron nitride-coated carbon felt electrode for the wine industry. Talanta 253:124000. https://doi.org/10.1016/j.talanta.2022.124000
Lei H, Tan SZ, Ma LJ, Liu YZ, Liang YY, Javed MS, Wang ZL, Zhu ZL, Mai WJ (2020) Strongly Coupled NiCo2O4 Nanocrystal/MXene Hybrid through In Situ Ni/Co-F Bonds for Efficient Wearable Zn-Air Batteries. ACS Appl Mater Interfaces 2020(12):44639–44647. https://doi.org/10.1021/acsami.0c11185
Li YY, Liu D, Meng SY, Chen T, Liu C, You TY (2022) Dual-ratiometric electrochemical aptasensor enabled by programmable dynamic range: Application for threshold-based detection of aflatoxin B1. Biosens Bioelectron 195:113634. https://doi.org/10.1016/j.bios.2021.113634
Liao WC, Chen ZX, Chen BQ, Yang M, Li ZY, Yang T, Yang YH, Meng S, Hu R (2022) Construction of an aflatoxin aptamer sensor based on a DNA nanoprism structure. RSC Adv 2022(12):35695–35702. https://doi.org/10.1039/d2ra05881b
Lin YX, Zhou Q, Tang DP (2017) Dopamine-Loaded Liposomes for in-Situ Amplified Photoelectrochemical Immunoassay of AFB(1) to Enhance Photocurrent of Mn2+-Doped Zn-3(OH)(2)V2O7 Nanobelts. Anal Chem 2017(89):11803–11810. https://doi.org/10.1021/acs.analchem.7b03451
Liu YF, Du HF, Zhang X, Yang YX, Gao MX, Pan HG (2016) Superior catalytic activity derived from a two-dimensional Ti3C2 precursor towards the hydrogen storage reaction of magnesium hydride. Chem Commun 2016(52):705–708. https://doi.org/10.1039/c5cc08801a
Liu JH, Suo ZG, Liu Y, He BS, Wei M (2023) An electrochemical apta-assay based on hybridization chain reaction and aflatoxin B1-driven Ag-DNAzyme as amplification strategy. Bioelectrochemistry 149:108322. https://doi.org/10.1016/j.bioelechem.2022.108322
P Liu,XP Qi, HX Zhang, and Y Zheng (2021) Sensitive Electrochemical Immunosensor for Detection of Mycotoxins Aflatoxin B1 Using Disposable screen-Printed Carbon Electrode. Int J Electrochem 2021, 16 https://doi.org/10.20964/2021.03.44
Lu Y, Zhao XQ, Tian Y, Guo QF, Li CX, Nie GM (2020) An electrochemiluminescence aptasensor for the ultrasensitive detection of aflatoxin B1 based on gold nanorods/graphene quantum dots-modified poly(indole-6-carboxylic acid)/flower-gold nanocomposite. Microchem J 157:104959. https://doi.org/10.1016/j.microc.2020.104959
Lu D, Jiang H, Zhang GY, Luo Q, Zhao Q, Shi XB (2021) An In Situ Generated Prussian Blue Nanoparticle-Mediated Multimode Nanozyme-Linked Immunosorbent Assay for the Detection of Aflatoxin B1. ACS Appl Mater Interfaces 2021(13):25738–25747. https://doi.org/10.1021/acsami.1c04751
Marco JF, Gancedo JR, Gracia M, Gautier JL, Rios E, Berry FJ (2000) Characterization of the nickel cobaltite, NiCo2O4 prepared by several methods: An XRD, XANES, EXAFS, and XPS study. J Solid State Chem 2000(153):74–81. https://doi.org/10.1006/jssc.2000.8749
Mo YD, Ru Q, Song X, Hu SJ, Guo LY, Chen XQ (2015) 3-dimensional porous NiCo2O4 nanocomposite as a high-rate capacity anode for lithium-ion batteries. Electrochim Acta 2015(176):575–585. https://doi.org/10.1016/j.electacta.2015.07.049
Pei FB, Feng SS, Wu Y, Lv XC, Wang HL, Chen SM, Hao QL, Cao Y, Lei W, Tong ZY (2021) Label-free photoelectrochemical immunosensor for aflatoxin B1 detection based on the Z-scheme heterojunction of g-C3N4/Au/WO3. Biosens Bioelectron 189:113373. https://doi.org/10.1016/j.bios.2021.113373
Shi ZT, Kang WP, Xu J, Sun YW, Jiang M, Ng TW, Xue HT, Yu DYW, Zhang WJ, Lee CS (2016) Hierarchical nanotubes assembled from MoS2-carbon monolayer sandwiched superstructure nanosheets for high-performance sodium ion batteries. Nano Energy 2016(22):27–37. https://doi.org/10.1016/j.nanoen.2016.02.009
Shi L, Wang ZF, Yang GM, Yang HP, Zhao FQ (2020) A novel electrochemical immunosensor for aflatoxin B1 based on Au nanoparticles-poly 4-aminobenzoic acid supported graphene. Appl Surf Sci 527:146934. https://doi.org/10.1016/j.apsusc.2020.146934
Singh C, Srivastava S, Ali MA, Gupta TK, Sumana G, Srivastava A, Mathur RB, Malhotra BD (2013) Carboxylated multiwalled carbon nanotubes based biosensor for aflatoxin detection. Sens Actuators B Chem 2013(185):258–264. https://doi.org/10.1016/j.snb.2013.04.040
Thevenot DR, Toth K, Durst RA, Wilson GS (2001) Electrochemical biosensors: Recommended definitions and classification. Anal Lett 2001(34):635–659. https://doi.org/10.1351/pac199971122333
Tian DY, Wang J, Zhuang QD, Wu SM, Yu Y, Ding KJ (2023) An electrochemiluminescence biosensor based on Graphitic carbon nitride luminescence quenching for detection of AFB1. Food Chem 404:134183. https://doi.org/10.1016/j.foodchem.2022.134183
Wang C, Li YP, Zhao Q (2019) A signal-on electrochemical aptasensor for rapid detection of aflatoxin B1 based on competition with complementary DNA. Biosens Bioelectro 144:111641. https://doi.org/10.1016/j.bios.2019.111641
Wang C, Liu JL, Kong JM, Zhang XJ (2020) Nitronyl nitroxide monoradical TEMPO as new electrochemical label for ultrasensitive detection of nucleic acids. Anal Chim Acta 2020(1136):19–24. https://doi.org/10.1016/j.aca.2020.08.035
Wang M, Duan MT, Yu FX, Fu XW, Gu MQ, Chi KN, Li M, Xia XJ, Hu R, Yang YH, Meng S (2021) Development of Aflatoxin B1 Aptamer Sensor Based on Iron Porphyrin Organic Porous Material. Food Anal Methods 2021(14):537–544. https://doi.org/10.1007/s12161-020-01877-2
Wang H, Zhao BB, Ye YF, Qi XY, Zhang YT, Xia XL, Wang XL, Zhou ND (2022) A fluorescence and surface-enhanced Raman scattering dual-mode aptasensor for rapid and sensitive detection of ochratoxin A. Biosens Bioelectron 207:114164. https://doi.org/10.1016/j.bios.2022.114164
Wu QF, Xu HR (2019) Application of multiplexing fiber optic laser induced fluorescence spectroscopy for detection of aflatoxin B-1 contaminated pistachio kernels. Food Chem 2019(290):24–31. https://doi.org/10.1016/j.foodchem.2019.03.079
Wu XL, Hao L, Zhang JK, Zhang X, Wang JT, Liu JD (2016) Polymer-Ti3C2Tx composite membranes to overcome the trade-off in solvent resistant nanofiltration for alcohol-based system. J Membr Sci 2016(515):175–188. https://doi.org/10.1016/j.memsci.2016.05.048
Wu L, Zhou M, Wang YS, Liu JM (2020) Nanozyme and aptamer- based immunosorbent assay for aflatoxin B1. J Hazard Mater 399:123154. https://doi.org/10.1016/j.jhazmat.2020.123154
Yang C, Wang Y, Marty JL, Yang XR (2011) Aptamer-based colorimetric biosensing of Ochratoxin A using unmodified gold nanoparticles indicator. Biosens Bioelectron 2011(26):2724–2727. https://doi.org/10.1016/j.bios.2010.09.032
Yang S, Zhang PP, Wang FX, Ricciardulli AG, Lohe MR, Blom PWM, Feng XL (2018) Fluoride-Free Synthesis of Two-Dimensional Titanium Carbide (MXene) Using A Binary Aqueous System. Angewandte Chemie-International Edition 2018(57):15491–15495. https://doi.org/10.1002/anie.201809662
Yao X, Shen J, Liu Q, Fa H, Yang M, Hou C (2020) A novel electrochemical aptasensor for the sensitive detection of kanamycin based on UiO-66-NH2/MCA/MWCNT@rGONR nanocomposites. Anal Methods 2020(12):4967–4976. https://doi.org/10.1039/d0ay01503b
Yu LL, Zhang Y, Hu CY, Wu H, Yang YY, Huang CS, Jia NQ (2015) Highly sensitive electrochemical impedance spectroscopy immunosensor for the detection of AFB(1) in olive oil. Food Chem 2015(176):22–26. https://doi.org/10.1016/j.foodchem.2014.12.030
Zahra N, Idrees A, Aslam M, Noreen Z, Masood S, Saeed MK, Kalim I, Alim-un-Nisa S, Hina I, Ahmad M, Ashraf M. Razzaq, Zain-ul-Abideen S (2019) Effect of Moisture Content on Aflatoxin B1 production in Wheat Flour Samples Collected from Lahore, Pakistan. pak. J Anal Environ Chem 20:184–189. https://doi.org/10.21743/pjaec/2019.12.23
Zhang FT, Cai LY, Zhou YL, Zhang XX (2016) Immobilization-free DNA-based homogeneous electrochemical biosensors. TrAC, Trends Anal Chem 2016(85):17–32. https://doi.org/10.1016/j.trac.2016.08.012
Zhang HY, Mao WW, Hu YJ, Wei XH, Huang LS, Fan S, Huang MQ, Song Y, Yu YY, Fu FF (2022) Visual detection of aflatoxin B1 based on specific aptamer recognition combining with triple amplification strategy. Spectrochim Acta A Mol Biomol Spectrosc 271:120862. https://doi.org/10.1016/j.saa.2022.120862
Zhao S, Bu T, He K, Bai F, Zhang M, Tian Y, Sun X, Wang X, Zhangsun H, Wang L (2021a) A novel α-Fe2O3 nanocubes-based multiplex immunochromatographic assay for simultaneous detection of deoxynivalenol and aflatoxin B1 in food samples. Food Control 123:107811. https://doi.org/10.1016/j.foodcont.2020.107811
Zhao LJ, Mao JF, Hu L, Zhang S, Yang XF (2021b) Self-replicating catalyzed hairpin assembly for rapid aflatoxin B1 detection. Anal Methods 2021(13):222–226. https://doi.org/10.1039/d0ay01827a
Zhu XL, Liu BC, Hou HJ, Huang ZY, Zeinu KM, Huang L, Yuan XQ, Guo DB, Hu JP, Yang JK (2017) Alkaline intercalation of Ti3C2 MXene for simultaneous electrochemical detection of Cd(II), Pb(II), Cu(II) and Hg(II). Electrochim Acta 2017(248):46–57. https://doi.org/10.1016/j.electacta.2017.07.084
Acknowledgements
We would like to thank Analytical and Testing Center of Chongqing University for SEM and TEM images, XRD and XPS spectrum.
Funding
This work was supported by National Key R&D Program of China (NO. 2022YFC2106203), National Natural Science Foundation of China (NO. 81271930 and 31000425), the Research Project of Chongqing Science and Technology Commission of China (NO. cstc2020jcyj-msxmX0861), the Fundamental Research Funds for the Central Universities (NO. 2020CDJ-LHZZ-033), Graduate Scientific Research and Innovation Foundation of Chongqing, China (NO. CYB22073).
Author information
Authors and Affiliations
Contributions
Jinhui Shen performed the experiment and wrote the main manuscript text; Juan Liu prepared Figs. 1–4; Siyi Yang prepared Figs. 5–9; Xin Yao prepared Tables 1–2; Huanbao Fa helped perform the analysis with constructive discussions; Changjun Hou and Mei Yang contributed to the conception of the study and Funding Acquisition. All authors reviewed the manuscript.
Corresponding authors
Ethics declarations
Conflict of Interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Shen, J., Liu, J., Yang, S. et al. Novel Electrochemical Sensor Based on PDA/MXene/MWCNTs/NiCo2O4 Nanocomposites for Rapid, Sensitive, and Selective Detection of Aflatoxin B1. Food Anal. Methods 16, 1055–1068 (2023). https://doi.org/10.1007/s12161-023-02464-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12161-023-02464-x