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首页> 外文期刊>Sensors and Actuators >Rapid identification of alpha-fetoprotein in serum by a microfluidic SERS chip integrated with Ag/Au Nanocomposites
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Rapid identification of alpha-fetoprotein in serum by a microfluidic SERS chip integrated with Ag/Au Nanocomposites

机译:用AG / Au纳米复合材料集成的微流体SERS芯片在血清中快速鉴定血清中的α-胎蛋白

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摘要

The rapid detection of alpha-fetoprotein (AFP) in serum is of great significance in the early diagnosis of hepa-tocellular carcinoma (HCC). A novel six-channel microfluidic SERS chip integrated with Ag/Au nanocomposites (NCs) for rapid SERS identification of AFP in serum was proposed in this work. Automatic injection was realized by negative pressure formed by specially designed PDMS module on the SERS chip. The serum samples originating from 60 HCC patients and 60 healthy people were measured by SERS on the designed microchip under the optimized conditions. The SERS spectra of serum samples from normal people and patients were collected and analyzed by Principal Component Analysis (PGA) which separated the characteristic Raman peaks of AFP of the two groups into two distinct clusters. Linear Discriminate Analysis (LDA) based on the PCA generated features differentiated the patients' sera SERS spectra from the normal sera SERS spectra with a classification accuracy of 96.25% and a blind sample test accuracy of 95%. It is shown that the proposed microfludic SERS chip for AFP SERS test in serum can rapidly and efficiently identify HCC patients. It is of great research value and practical prospect in the fields of disease diagnosis and screening.
机译:血清中α-胎蛋白(AFP)的快速检测对于HEPA-脑癌(HCC)的早期诊断具有重要意义。在这项工作中提出了一种与Ag / Au纳米复合材料(NCS)集成的新型六通道微流体SERS芯片,用于血清中AGP的快速SERS鉴定。通过在SERS芯片上通过专门设计的PDMS模块形成的负压来实现自动注射。源自60个HCC患者和60名健康人的血清样品在优化条件下通过SERS测量了设计的微芯片。通过主要成分分析(PGA)收集和分析来自正常人和患者的血清样品的SERS光谱,并将两组AFP的特征拉曼峰分成两个不同的簇。基于PCA产生的特征的线性鉴别分析(LDA)将患者的血清SERS光谱与正常的血清SERS光谱差异化,分类精度为96.25%,盲目样品测试精度为95%。结果表明,血清中AFP SERS试验的提议的微型SERS芯片可以快速有效地识别HCC患者。疾病诊断和筛查领域的研究价值和实际前景是重要的。

著录项

  • 来源
    《Sensors and Actuators 》 |2020年第8期| 128196.1-128196.8| 共8页
  • 作者单位

    Key Disciplines Lab of Novel Micro-Nano Devices and System Technology Key Laboratory of Optoelectronic Technology and Systems Ministry of Education Chongqing University Chongqing 400044 PR China School of Chemistry and Chemical Engineering Chongqing University Chongqing 400030 PR China;

    Key Laboratory of Translational Research for Cancer Metastasis and Individualized Treatment Chongqing University Cancer Hospital Chongqing 400030 PR China;

    Key Disciplines Lab of Novel Micro-Nano Devices and System Technology Key Laboratory of Optoelectronic Technology and Systems Ministry of Education Chongqing University Chongqing 400044 PR China School of Chemistry and Chemical Engineering Chongqing University Chongqing 400030 PR China;

    Institute of Electronic Engineering China Academy of Engineering Physics Mianyang 621000 Sichuan PR China;

    Key Disciplines Lab of Novel Micro-Nano Devices and System Technology Key Laboratory of Optoelectronic Technology and Systems Ministry of Education Chongqing University Chongqing 400044 PR China School of Optoelectronics Engineering Chongqing University Chongqing 400044 PR China;

    Key Disciplines Lab of Novel Micro-Nano Devices and System Technology Key Laboratory of Optoelectronic Technology and Systems Ministry of Education Chongqing University Chongqing 400044 PR China School of Optoelectronics Engineering Chongqing University Chongqing 400044 PR China;

    Key Disciplines Lab of Novel Micro-Nano Devices and System Technology Key Laboratory of Optoelectronic Technology and Systems Ministry of Education Chongqing University Chongqing 400044 PR China School of Optoelectronics Engineering Chongqing University Chongqing 400044 PR China;

    Department of Clinical Laboratory Xinqiao Hospital Army Medical University Chongqing 400037 PR China;

    Key Disciplines Lab of Novel Micro-Nano Devices and System Technology Key Laboratory of Optoelectronic Technology and Systems Ministry of Education Chongqing University Chongqing 400044 PR China School of Chemistry and Chemical Engineering Chongqing University Chongqing 400030 PR China School of Optoelectronics Engineering Chongqing University Chongqing 400044 PR China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Microfluidic SERS chip; Ag/Au nanocomposites; Alpha fetoprotein (AFP) identifiction; Diagnose of hepatocellular carcinoma (HCC);

    机译:微流体SERS芯片;Ag / Au纳米复合材料;α胎儿(AFP)识别;肝细胞癌诊断(HCC);

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