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利用人工智能纳米孔技术对临床样本中的 omicron SARS-CoV-2 变异株进行高精度快速检测。

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

机构信息

Molecular Psychoimmunology, Institute for Genetic Medicine, Graduate School of Medicine, Hokkaido University, Sapporo 060-0815, Japan.

Group of Quantum immunology, Institute for Quantum Life Science, National Institute for Quantum and Radiological Science and Technology (QST), Chiba 263-8555, Japan.

出版信息

Lab Chip. 2023 Nov 7;23(22):4909-4918. doi: 10.1039/d3lc00572k.

Abstract

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.

摘要

一个能够快速准确地诊断致病病毒变种(包括 SARS-CoV-2)的数字平台将最大限度地减少大流行、公众焦虑和经济损失。我们最近报道了一种人工智能(AI)-纳米孔平台,该平台能够在五分钟内以高灵敏度和特异性检测武汉 SARS-CoV-2。然而,该平台识别的病毒的哪些部分尚不清楚。同样,该平台是否能够检测 SARS-CoV-2 变体或临床样本中病毒的存在需要进一步研究。在这里,我们证明了该平台能够区分 SARS-CoV-2 变体。此外,它鉴定出表达 delta 和 omicron 变体刺突蛋白的突变武汉 SARS-CoV-2,表明它能够区分刺突蛋白。最后,我们使用该平台在来自 COVID-19 患者的唾液样本中以 100%和 94%的灵敏度和特异性分别识别 omicron 变体。因此,我们的结果表明,AI-纳米孔平台是 SARS-CoV-2 变体的有效诊断工具。

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