1. Utilizing COVID-19 as a Model for Diagnostics Using an Electrochemical Sensor.
- Author
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Gevaerd A, Carneiro EA, Gogola JL, Nicollete DRP, Santiago EB, Riedi HP, Timm A, Predebon JV, Hartmann LF, Ribeiro VHA, Rochitti C, Marques GL, Loesch MMON, Almeida BMM, Rogal-Junior S, and Figueredo MVM
- Subjects
- Humans, Electrodes, Electrochemical Techniques methods, Electrochemical Techniques instrumentation, Immunoassay methods, Immunoassay instrumentation, Coronavirus Nucleocapsid Proteins immunology, Coronavirus Nucleocapsid Proteins analysis, Carbon chemistry, Phosphoproteins analysis, COVID-19 diagnosis, COVID-19 virology, Biosensing Techniques methods, Biosensing Techniques instrumentation, SARS-CoV-2 isolation & purification, SARS-CoV-2 immunology, Dielectric Spectroscopy instrumentation, Dielectric Spectroscopy methods, Gold chemistry
- Abstract
This paper reports a rapid and sensitive sensor for the detection and quantification of the COVID-19 N-protein (N-PROT) via an electrochemical mechanism. Single-frequency electrochemical impedance spectroscopy was used as a transduction method for real-time measurement of the N-PROT in an immunosensor system based on gold-conjugate-modified carbon screen-printed electrodes (Cov-Ag-SPE). The system presents high selectivity attained through an optimal stimulation signal composed of a 0.0 V DC potential and 10 mV RMS
-1 AC signal at 100 Hz over 300 s. The Cov-Ag-SPE showed a log response toward N-PROT detection at concentrations from 1.0 ng mL-1 to 10.0 μg mL-1 , with a 0.977 correlation coefficient for the phase (θ) variation. An ML-based approach could be created using some aspects observed from the positive and negative samples; hence, it was possible to classify 252 samples, reaching 83.0, 96.2 and 91.3% sensitivity, specificity, and accuracy, respectively, with confidence intervals (CI) ranging from 73.0 to 100.0%. Because impedance spectroscopy measurements can be performed with low-cost portable instruments, the immunosensor proposed here can be applied in point-of-care diagnostics for mass testing, even in places with limited resources, as an alternative to the common diagnostics methods.- Published
- 2024
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