Paper-Based Surface-Enhanced Raman Spectroscopy for Diagnosing Prenatal Diseases in Women

IF 16 1区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY
ACS Nano Pub Date : 2018-06-19 DOI:10.1021/acsnano.8b02917
Wansun Kim, Soo Hyun Lee, Jin Hwi Kim, Yong Jin Ahn, Yeon-Hee Kim*, Jae Su Yu*, Samjin Choi*
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引用次数: 83

Abstract

We report the development of a surface-enhanced Raman spectroscopy sensor chip by decorating gold nanoparticles (AuNPs) on ZnO nanorod (ZnO NR) arrays vertically grown on cellulose paper (C). We show that these chips can enhance the Raman signal by 1.25 × 107 with an excellent reproducibility of <6%. We show that we can measure trace amounts of human amniotic fluids of patients with subclinical intra-amniotic infection (IAI) and preterm delivery (PTD) using the chip in combination with a multivariate statistics-derived machine-learning-trained bioclassification method. We can detect the presence of prenatal diseases and identify the types of diseases from amniotic fluids with >92% clinical sensitivity and specificity. Our technology has the potential to be used for the early detection of prenatal diseases and can be adapted for point-of-care applications.

Abstract Image

基于纸张的表面增强拉曼光谱诊断妇女产前疾病
我们通过在纤维素纸(C)上垂直生长的ZnO纳米棒(ZnO NR)阵列上装饰金纳米颗粒(AuNPs),开发了一种表面增强的拉曼光谱传感器芯片。我们表明,这些芯片可以将拉曼信号增强1.25 × 107,并具有良好的重现性<6%。我们表明,我们可以使用该芯片结合多元统计衍生的机器学习训练生物分类方法,测量亚临床羊膜内感染(IAI)和早产(PTD)患者的微量人羊水。我们可以检测出产前疾病的存在,并从羊水中确定疾病的类型,临床敏感性和特异性为92%。我们的技术有潜力用于产前疾病的早期检测,并可适用于护理点应用。
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来源期刊
ACS Nano
ACS Nano 工程技术-材料科学:综合
CiteScore
26.00
自引率
4.10%
发文量
1627
审稿时长
1.7 months
期刊介绍: ACS Nano, published monthly, serves as an international forum for comprehensive articles on nanoscience and nanotechnology research at the intersections of chemistry, biology, materials science, physics, and engineering. The journal fosters communication among scientists in these communities, facilitating collaboration, new research opportunities, and advancements through discoveries. ACS Nano covers synthesis, assembly, characterization, theory, and simulation of nanostructures, nanobiotechnology, nanofabrication, methods and tools for nanoscience and nanotechnology, and self- and directed-assembly. Alongside original research articles, it offers thorough reviews, perspectives on cutting-edge research, and discussions envisioning the future of nanoscience and nanotechnology.
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