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Detection of liver cancer tissue using silver nanoparticles based surface enhanced Raman spectroscopy

机译:使用基于银纳米颗粒的表面增强拉曼光谱技术检测肝癌组织

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摘要

Early detection of hepatocellular carcinoma is difficult due to the absence of recognizable physical symptoms. In this study, Raman spectra of liver normal tissues and hepatocellular carcinoma tissues were measured by using silver nanoparticles based surface enhanced Raman spectroscopy (SERS), respectively. The mean Raman spectra of two groups are roughly similar. But the peaks intensity of hepatocellular carcinoma tissues at 722 cm~(-1) and 1049 cm~(-1) are obviously higher than those of normal tissues. Some peaks of hepatocellular carcinoma tissues have shifted by different degree. Besides, Raman peaks at 1004cm~(-1) had disappeared in normal tissue. The result suggested that SERS spectra can feature liver normal tissue and hepatocellular carcinoma tissue. Principal component analysis (PCA) coupled with linear discriminant analysis (LDA) was performed on the measured spectra. There were three most diagnostically significant PCs (PC3, PC9, and PC15, p<0.05) for discriminating these two groups. The diagnostic sensitivity and specificity both were 84.6%. The whole analysis of each sample needs less time-consumed and cost than other traditional methods in detecting and diagnosing HCC. The preliminary result suggests that SERS spectra can be a potential medical technology to detect and diagnose HCC.
机译:由于缺乏可识别的物理症状,很难早期发现肝细胞癌。在这项研究中,分别使用基于银纳米粒子的表面增强拉曼光谱仪(SERS)测量了肝正常组织和肝细胞癌组织的拉曼光谱。两组的平均拉曼光谱大致相似。但肝细胞癌组织的峰值强度分别为722 cm〜(-1)和1049 cm〜(-1),明显高于正常组织。肝细胞癌组织的一些峰已不同程度地移位。此外,正常组织中1004cm〜(-1)处的拉曼峰消失。结果表明,SERS光谱可以表征肝正常组织和肝细胞癌组织。在测量的光谱上进行了主成分分析(PCA)和线性判别分析(LDA)。在诊断上最能区分这三组的是三台PC(PC3,PC9和PC15,p <0.05)。诊断敏感性和特异性均为84.6%。在检测和诊断HCC方面,与其他传统方法相比,每个样品的整个分析所需的时间和成本更少。初步结果表明,SERS光谱可能是检测和诊断HCC的潜在医学技术。

著录项

  • 来源
    《Optics in health care and biomedical optics VI》|2014年|92681D.1-92681D.6|共6页
  • 会议地点 Beijing(CN)
  • 作者单位

    Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, 350007, China;

    Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, 350007, China;

    Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, 350007, China;

    The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, China;

    The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, China;

    Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, 350007, China;

    Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, 350007, China;

    Key Laboratory of Optoelectronic Science and Technology for Medicine, Ministry of Education and Fujian Provincial Key Laboratory for Photonics Technology, Fujian Normal University, Fuzhou, 350007, China;

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

    Hepatocellular carcinoma tissue; liver cancer; surface enhanced Raman spectroscopy; silver nanoparticles; principal component analysis;

    机译:肝细胞癌组织;肝癌;表面增强拉曼光谱;银纳米颗粒;主成分分析;

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