基于奇偶时间对称的超灵敏太赫兹生物检测

IF 3.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Heng Liu;Xue Ke;Liran Shen;Yi Zhang;Yuqi Cao;Liangfei Tian;Dibo Hou;Guangxin Zhang
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引用次数: 0

摘要

太赫兹(THz)光谱由于其高时间分辨率和无标记特性而具有独特的生物细胞传感能力。将太赫兹技术与超表面诱导的电场局部增强效应相结合,可以实现对生物分析物的高灵敏度检测。本文提出了一种基于奇偶时间对称的超灵敏太赫兹超表面生物传感器。PT对称的特殊点(EP)结构由一截线和一对分环谐振器组成,可以实现增益和损耗之间的平衡,从而具有较高的检测灵敏度。仿真结果表明,该传感器在±35°角范围内的灵敏度高达584 GHz/RIU,具有偏振不敏感的稳定性。实验表明,该传感器检测不同生物细胞的灵敏度可达1030.51 kHz/(细胞/mL−1)。采用主成分分析对由频移和峰值幅值组成的特征进行降维处理。然后使用随机森林模型对处理后的特征进行分类,识别准确率达到98.9%。提出的生物传感器展示了对癌细胞的高灵敏度检测能力,为早期癌症筛查、分级和分期提供了一种有效而快速的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ultrasensitive Terahertz Biodetection Using Metasensors Based on Parity-Time Symmetry
Terahertz (THz) spectroscopy has unique sensing capabilities for biological cells due to its high temporal resolution and label-free characteristics. By combining THz technologies with the local enhancement effects of the electric field induced by the metasurface, high sensitivity detection of biological analytes can be achieved. In this article, an ultrasensitive THz metasurface biosensor based on parity-time (PT) symmetry is proposed. Consisting of a cut wire and a pair of split ring resonators, the exceptional point (EP) structure in PT symmetry can realize a balance between the gain and the loss, which leads to a high detection sensitivity. The simulation shows that the proposed biosensor can reach a sensitivity as high as 584 GHz/RIU at the EP with polarization-insensitive stability across a ±35° angle range. Experimentally, the biosensor achieves a sensitivity up to 1030.51 kHz/ (cell/mL −1 ) in detecting different biological cells. Principal component analysis is used to reduce the dimensionality of features composed of frequency shifts and peak amplitudes. A random forest model is then used to classify the processed features and achieves a 98.9% identification accuracy. The proposed biosensor demonstrates capabilities of highly sensitive detection of cancer cells, providing an effective and rapid method for early cancer screening, grading, and staging.
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来源期刊
IEEE Transactions on Terahertz Science and Technology
IEEE Transactions on Terahertz Science and Technology ENGINEERING, ELECTRICAL & ELECTRONIC-OPTICS
CiteScore
7.10
自引率
9.40%
发文量
102
期刊介绍: IEEE Transactions on Terahertz Science and Technology focuses on original research on Terahertz theory, techniques, and applications as they relate to components, devices, circuits, and systems involving the generation, transmission, and detection of Terahertz waves.
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