Abstract
Early detection of COVID-19 is crucial for pandemic control, necessitating the development of accurate, rapid, portable, and point-of-care testing devices. In this paper, we present a novel system comprising a carbon nanotube field-effect transistor (swCNT-FET) biosensor functionalized with SARS-CoV-2 nucleocapsid protein antibody (Ab-NP), an IoT-based portable reader, and data analysis software for real-time COVID-19 detection. The Ab-NP functionalized swCNT-FET designed to transduce the biological binding event between COVID-NP and Ab-NP into an electrical signal. A microcontroller-based portable reader, designed to meet the biosensor’s signal acquisition specifications, was implemented. The suggested system, incorporates Ab-NP/swCNT-FET, IoT-based portable reader, and data processing software, was successful detection of COVID-NP at fM concentrations, highlighting its potential for clinical applications.
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References
Weekly epidemiological update on COVID-19 - 25 May 2023, https://www.who.int/publications/m/item/weekly-epidemiological-update-on-covid-19---25-may-2023, last accessed 2023/05/26.
Nguyen, T., Duong Bang, D., Wolff, A.: 2019 novel coronavirus disease (COVID-19): paving the road for rapid detection and point-of-care diagnostics. Micromachines. 11, 306 (2020)
Kim, D., Lee, J., Bal, J., Seo, S.K., Chong, C.-K., Lee, J.H., Park, H.: Development and clinical evaluation of an immunochromatography-based rapid antigen test (GenBody™ COVAG025) for COVID-19 diagnosis. Viruses 13, 796 (2021)
Shao, W., Shurin, M.R., Wheeler, S.E., He, X., Star, A.: Rapid detection of SARS-CoV-2 antigens using high-purity semiconducting single-walled carbon nanotube-based field-effect transistors. ACS Appl. Mater. Interfaces. 13, 10321–10327 (2021)
Lee, Y.S., Choi, J.W., Kang, T., Chung, B.G.: Deep learning-assisted droplet digital PCR for quantitative detection of human coronavirus. BioChip J. 17, 112–119 (2023)
Ravi, N., Cortade, D.L., Ng, E., Wang, S.X.: Diagnostics for SARS-CoV-2 detection: a comprehensive review of the FDA-EUA COVID-19 testing landscape. Biosens. Bioelectron. 165, 112454 (2020)
Nachtigall, F.M., Pereira, A., Trofymchuk, O.S., Santos, L.S.: Detection of SARS-CoV-2 in nasal swabs using MALDI-MS. Nat. Biotechnol. 38, 1168–1173 (2020)
Laboratory testing for 2019 novel coronavirus (2019-nCoV) in suspected human cases, https://www.who.int/publications-detail-redirect/10665-331501, last accessed 2023/05/26.
Zamzami, M.A., Rabbani, G., Ahmad, A., Basalah, A.A., Al-Sabban, W.H., Nate Ahn, S., Choudhry, H.: Carbon nanotube field-effect transistor (CNT-FET)-based biosensor for rapid detection of SARS-CoV-2 (COVID-19) surface spike protein S1. Bioelectrochemistry 143, 107982 (2022)
Fathi-Hafshejani, P., Azam, N., Wang, L., Kuroda, M.A., Hamilton, M.C., Hasim, S., Mahjouri-Samani, M.: Two-dimensional-material-based field-effect transistor biosensor for detecting COVID-19 virus (SARS-CoV-2). ACS Nano 15, 11461–11469 (2021)
Tang, Y.-W., Schmitz, J.E., Persing, D.H., Stratton, C.W.: Laboratory diagnosis of COVID-19: current issues and challenges. J. Clin. Microbiol. 58, e00512-e520 (2020)
Chang, Y.-F., Wang, W.-H., Hong, Y.-W., Yuan, R.-Y., Chen, K.-H., Huang, Y.-W., Lu, P.-L., Chen, Y.-H., Chen, Y.-M.A., Su, L.-C., Wang, S.-F.: Simple strategy for rapid and sensitive detection of avian influenza a H7N9 virus based on intensity-modulated SPR biosensor and new generated antibody. Anal. Chem. 90, 1861–1869 (2018)
Elledge, S.K., Zhou, X.X., Byrnes, J.R., Martinko, A.J., Lui, I., Pance, K., Lim, S.A., Glasgow, J.E., Glasgow, A.A., Turcios, K., Iyer, N.S., Torres, L., Peluso, M.J., Henrich, T.J., Wang, T.T., Tato, C.M., Leung, K.K., Greenhouse, B., Wells, J.A.: Engineering luminescent biosensors for point-of-care SARS-CoV-2 antibody detection. Nat. Biotechnol. 39, 928–935 (2021)
Kim, S., Lee, J.-H.: Current advances in paper-based biosensor technologies for rapid COVID-19 diagnosis. BioChip J. 16, 376–396 (2022)
Bong, J.-H., Kim, T.-H., Jung, J., Lee, S.J., Sung, J.S., Lee, C.K., Kang, M.-J., Kim, H.O., Pyun, J.-C.: Pig sera-derived anti-SARS-CoV-2 antibodies in surface plasmon resonance biosensors. BioChip J. 14, 358–368 (2020)
Ha, Y., Kim, I.: Recent developments in innovative magnetic nanoparticles-based immunoassays: from improvement of conventional immunoassays to diagnosis of COVID-19. BioChip J. 16, 351–365 (2022)
Park, S.B., Shin, J.H.: Pressed lateral flow assay strips for flow delay-induced signal enhancement in lateral flow assay strips. BioChip J. 16, 480–489 (2022)
Kim, S.-K., Sung, H., Hwang, S.-H., Kim, M.-N.: A new quantum dot-based lateral flow immunoassay for the rapid detection of influenza viruses. BioChip J. 16, 175–182 (2022)
Mak, G.C.K., Lau, S.S.Y., Wong, K.K.Y., Chow, N.L.S., Lau, C.S., Lam, E.T.K., Chan, R.C.W., Tsang, D.N.C.: Evaluation of rapid antigen detection kit from the WHO emergency use list for detecting SARS-CoV-2. J. Clin. Virol. 134, 104712 (2021)
Yakoh, A., Pimpitak, U., Rengpipat, S., Hirankarn, N., Chailapakul, O., Chaiyo, S.: Paper-based electrochemical biosensor for diagnosing COVID-19: detection of SARS-CoV-2 antibodies and antigen. Biosens. Bioelectron. 176, 112912 (2021)
Chen, Y., Ren, R., Pu, H., Guo, X., Chang, J., Zhou, G., Mao, S., Kron, M., Chen, J.: Field-effect transistor biosensor for rapid detection of Ebola antigen. Sci. Rep. 7, 10974 (2017)
Afsahi, S., Lerner, M.B., Goldstein, J.M., Lee, J., Tang, X., Bagarozzi, D.A., Pan, D., Locascio, L., Walker, A., Barron, F., Goldsmith, B.R.: Novel graphene-based biosensor for early detection of Zika virus infection. Biosens. Bioelectron. 100, 85–88 (2018)
Uhm, M., Lee, J.-M., Lee, J., Lee, J.H., Choi, S., Park, B.-G., Kim, D.M., Choi, S.-J., Mo, H.-S., Jeong, Y.-J., Kim, D.H.: Ultrasensitive electrical detection of hemagglutinin for point-of-care detection of influenza virus based on a CMP-NANA probe and top-down processed silicon nanowire field-effect transistors. Sensors. 19, 4502 (2019)
Lee, C.-S., Seung Kim, J., Hyun Kim, T.: A chemodosimeter-modified carbon nanotube-field effect transistor: toward a highly selective and sensitive electrical sensing platform. RSC Adv. 9, 28414–28420 (2019)
Lei, Y.-M., Xiao, M.-M., Li, Y.-T., Xu, L., Zhang, H., Zhang, Z.-Y., Zhang, G.-J.: Detection of heart failure-related biomarker in whole blood with graphene field effect transistor biosensor. Biosens. Bioelectron. 91, 1–7 (2017)
Zhou, L., Mao, H., Wu, C., Tang, L., Wu, Z., Sun, H., Zhang, H., Zhou, H., Jia, C., Jin, Q., Chen, X., Zhao, J.: Label-free graphene biosensor targeting cancer molecules based on non-covalent modification. Biosens. Bioelectron. 87, 701–707 (2017)
Lee, C.-S., Gwyther, R.E.A., Freeley, M., Jones, D., Palma, M.: Fabrication and functionalisation of nanocarbon-based field-effect transistor biosensors. ChemBioChem 23, e202200282 (2022)
Lee, C.-S., Ju, Y., Kim, J., Kim, T.H.: Electrochemical functionalization of single-walled carbon nanotubes with amine-terminated dendrimers encapsulating Pt nanoparticles: toward facile field-effect transistor-based sensing platforms. Sens. Actuators B Chem. 275, 367–372 (2018)
Seo, G., Lee, G., Kim, M.J., Baek, S.-H., Choi, M., Ku, K.B., Lee, C.-S., Jun, S., Park, D., Kim, H.G., Kim, S.-J., Lee, J.-O., Kim, B.T., Park, E.C., Kim, S.I.: Rapid detection of COVID-19 causative virus (SARS-CoV-2) in human nasopharyngeal swab specimens using field-effect transistor-based biosensor. ACS Nano 14, 5135–5142 (2020)
Dai, C., Guo, M., Wu, Y., Cao, B.-P., Wang, X., Wu, Y., Kang, H., Kong, D., Zhu, Z., Ying, T., Liu, Y., Wei, D.: Ultraprecise antigen 10-in-1 pool testing by multiantibodies transistor assay. J. Am. Chem. Soc. 143, 19794–19801 (2021)
Kim, T.H., Lee, B.Y., Jaworski, J., Yokoyama, K., Chung, W.-J., Wang, E., Hong, S., Majumdar, A., Lee, S.-W.: Selective and sensitive TNT sensors using biomimetic polydiacetylene-coated CNT-FETs. ACS Nano 5, 2824–2830 (2011)
Jin, H.J., Lee, S.H., Kim, T.H., Park, J., Song, H.S., Park, T.H., Hong, S.: Nanovesicle-based bioelectronic nose platform mimicking human olfactory signal transduction. Biosens. Bioelectron. 35, 335–341 (2012)
Acknowledgements
This research was supported by Korea Basic Science Institute (National research Facilities and Equipment Center) grant funded by the Ministry of Education (2022R1A6C101B794), the National Research Foundation (NRF-2021R1A6A1A03039503). This work was financially supported by the National Research Foundation of Korea (NRF) grant funded by the Korea Government (MSIT and MOE) (NRF-2020R1A2C1014918). This work was also supported by the Soonchunhyang University Research Fund and research grant from Seoul Woman’s University (2023-0008).
Funding
Soonchunhyang University, Seoul Women`s University, 2023-0008, Chang-Seuk Lee, National Research Foundation of Korea, 2020R1A2C1014918, Tae Hyun Kim, 2021R1A6A1A03039503, Tae Hyun Kim, 2022R1A6C101B794, Tae Hyun Kim.
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Oh, D.E., Kim, J.S., Hwang, I.K. et al. Real-Time Detection of SARS-CoV-2 Nucleocapsid Antigen Using Data Analysis Software and IoT-Based Portable Reader with Single-Walled Carbon Nanotube Field Effect Transistor. BioChip J 17, 393–401 (2023). https://doi.org/10.1007/s13206-023-00116-0
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DOI: https://doi.org/10.1007/s13206-023-00116-0