Impedimetric Sensing: An Emerging Tool for Combating the COVID-19 Pandemic.
Victor OngAli SoleimaniFarbod AmirghasemiSina Khazaee NejadMona AbdelmonemMeisam RazaviyaynParisa HosseinzadehLucio ComaiMaral P S MousaviPublished in: Biosensors (2023)
The COVID-19 pandemic revealed a pressing need for the development of sensitive and low-cost point-of-care sensors for disease diagnosis. The current standard of care for COVID-19 is quantitative reverse transcriptase polymerase chain reaction (qRT-PCR). This method is sensitive, but takes time, effort, and requires specialized equipment and reagents to be performed correctly. This make it unsuitable for widespread, rapid testing and causes poor individual and policy decision-making. Rapid antigen tests (RATs) are a widely used alternative that provide results quickly but have low sensitivity and are prone to false negatives, particularly in cases with lower viral burden. Electrochemical sensors have shown much promise in filling this technology gap, and impedance spectroscopy specifically has exciting potential in rapid screening of COVID-19. Due to the data-rich nature of impedance measurements performed at different frequencies, this method lends itself to machine-leaning (ML) algorithms for further data processing. This review summarizes the current state of impedance spectroscopy-based point-of-care sensors for the detection of the SARS-CoV-2 virus. This article also suggests future directions to address the technology's current limitations to move forward in this current pandemic and prepare for future outbreaks.
Keyphrases
- sars cov
- low cost
- loop mediated isothermal amplification
- coronavirus disease
- respiratory syndrome coronavirus
- healthcare
- high resolution
- big data
- decision making
- label free
- palliative care
- electronic health record
- machine learning
- deep learning
- current status
- single molecule
- public health
- sensitive detection
- mental health
- real time pcr
- artificial intelligence
- computed tomography
- solid state
- quality improvement
- pain management
- mass spectrometry
- magnetic resonance imaging
- ionic liquid
- magnetic resonance
- infectious diseases
- molecularly imprinted
- tandem mass spectrometry