High-sensitivity and point-of-care detection of SARS-CoV-2 from nasal and throat swabs by magnetic SERS biosensor

https://doi.org/10.1016/j.snb.2022.131974Get rights and content

Highlights

  • A magnetic SERS biosensor based Fe3O4-Au and Au nanoneedles array was developed for rapid detection of SARS-CoV-2.

  • The magnetic SERS biosensor can identify 100 copies/mL SARS-CoV-2 within 15 mins by portable Raman spectrometer.

  • The viral samples can be accurately identified by SERS spectra and SVM, which is expected to restrain the COVID-19 epidemic

Abstract

The outbreak of COVID-19 caused by SARS-CoV-2 urges the development of rapidly and accurately diagnostic methods. Here, one high-sensitivity and point-of-care detection method based on magnetic SERS biosensor composed of Fe3O4-Au nanocomposite and Au nanoneedles array was developed to detect SARS-CoV-2 directly. Among, the magnetic Fe3O4-Au nanocomposite is applied to capture and separate virus from nasal and throat swabs and enhance the Raman signals of SARS-CoV-2. The magnetic SERS biosensor possessed high sensitivity by optimizing the Fe3O4-Au nanocomposite. More significantly, the on-site detection of inactivated SARS-CoV-2 virus was achieved based on the magnetic SERS biosensor with ultra-low limit of detection of 100 copies/mL during 15 mins. Furthermore, the contaminated nasal and throat swabs samples were identified by support vector machine, and the diagnostic accuracy of 100% was obtained. The magnetic SERS biosensor combined with support vector machine provides giant potential as the point-of-care detection tool for SARS-CoV-2.

Keywords

SERS biosensors
SARS-CoV-2
Magnetic enrichment and separation
Point-of-care detection
Support vector machine

Cited by (0)

Yanyan Li is a Ph.D. candidate under the guidance of professor Yang at Shanghai Institute of Ceramics, Chinese Academy of Sciences. Her work focuses on the development of magnetic SERS substrate and biosensors for the on-site detection of virus.

Chenglong Lin is a Ph.D. candidate at Shanghai Institute of Ceramics, Chinese Academy of Sciences. His work focus on the development of the novel SERS-active substrate and biosensor for the detection of cancers.

Yusi Peng is a Ph.D. candidate at Shanghai Institute of Ceramics, Chinese Academy of Sciences. Her work focus on the development of the novel SERS substrate based on semiconductor and the biosensor based on SERS.

Jun He currently works at Anhui Provincial Center for Disease Control and Prevention. His work focus on diagnosis of virus.

Yong Yang is currently a professor at Shanghai Institute of Ceramics, Chinese Academy of Sciences. His research interests include SERS biosensor for detecting cancers and virus.

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