High-precision rapid testing of omicron SARS-CoV-2 variants in clinical samples using AI-nanopore

A digital platform that can rapidly and accurately diagnose pathogenic viral variants, including SARS-CoV-2, will minimize pandemics, public anxiety, and economic losses. We recently reported an artificial intelligence (AI)-nanopore platform that enables testing for Wuhan SARS-CoV-2 with high sensit...

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Veröffentlicht in:Lab on a chip 2023-11, Vol.23 (22), p.499-4918
Hauptverfasser: Murakami, Kaoru, Kubota, Shimpei I, Tanaka, Kumiko, Tanaka, Hiroki, Akabane, Keiichiroh, Suzuki, Rigel, Shinohara, Yuta, Takei, Hiroyasu, Hashimoto, Shigeru, Tanaka, Yuki, Hojyo, Shintaro, Sakamoto, Osamu, Naono, Norihiko, Takaai, Takayui, Sato, Kazuki, Kojima, Yuichi, Harada, Toshiyuki, Hattori, Takeshi, Fuke, Satoshi, Yokota, Isao, Konno, Satoshi, Washio, Takashi, Fukuhara, Takasuke, Teshima, Takanori, Taniguchi, Masateru, Murakami, Masaaki
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Sprache:eng
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Zusammenfassung:A digital platform that can rapidly and accurately diagnose pathogenic viral variants, including SARS-CoV-2, will minimize pandemics, public anxiety, and economic losses. We recently reported an artificial intelligence (AI)-nanopore platform that enables testing for Wuhan SARS-CoV-2 with high sensitivity and specificity within five minutes. However, which parts of the virus are recognized by the platform are unknown. Similarly, whether the platform can detect SARS-CoV-2 variants or the presence of the virus in clinical samples needs further study. Here, we demonstrated the platform can distinguish SARS-CoV-2 variants. Further, it identified mutated Wuhan SARS-CoV-2 expressing spike proteins of the delta and omicron variants, indicating it discriminates spike proteins. Finally, we used the platform to identify omicron variants with a sensitivity and specificity of 100% and 94%, respectively, in saliva specimens from COVID-19 patients. Thus, our results demonstrate the AI-nanopore platform is an effective diagnostic tool for SARS-CoV-2 variants. Our results demonstrate the AI-nanopore platform is an effective diagnostic tool for SARS-CoV-2 variants including the next pandemic.
ISSN:1473-0197
1473-0189
DOI:10.1039/d3lc00572k