检出限
银纳米粒子
吸光度
严重急性呼吸综合征冠状病毒2型(SARS-CoV-2)
传感器阵列
纳米颗粒
分析物
2019年冠状病毒病(COVID-19)
材料科学
化学
纳米技术
色谱法
计算机科学
医学
传染病(医学专业)
机器学习
病理
疾病
作者
Benjamin Lam,Maurice Retout,Alex E. Clark,Aaron F. Garretson,Aaron F. Carlin,Jesse V. Jokerst
出处
期刊:ACS applied nano materials
[American Chemical Society]
日期:2024-04-15
卷期号:7 (8): 9136-9146
标识
DOI:10.1021/acsanm.4c00654
摘要
We report a silver nanoparticle (AgNP) sensor array to detect SARS-CoV-2 viral particles utilizing five peptide receptors to produce a colorimetric response. We show that the interaction of the virus particles with the peptides interferes with the shift in plasmonic absorbance and hinders the formation of snowflake-like fractal assemblies between the AgNPs and the bridging peptides. The limit of detection in water of the sensor array was 500,000 viral copies/mL. We demonstrate the capabilities of the sensor array to distinguish between SARS-CoV-2 (Beta, Delta, and Omicron variants) from the influenza virus at the 99% confidence level through linear discriminant analysis. The sensor array was also able to discriminate three out of five negative exhaled breath condensate samples from five positive SARS-CoV-2 EBC samples.
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