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基于拉曼光谱的不同阶段鼻咽癌组织的无标记鉴别

Label-free discrimination of different stage nasopharyngeal carcinoma tissue based on Raman spectroscopy.

作者信息

Qiu Sufang, Huang Qingting, Huang Lingling, Lin Jinyong, Lu Jun, Lin Duo, Cao Gang, Chen Chao, Pan Jianji, Chen Rong

机构信息

The Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian 350001, P.R. China.

Key Laboratory of OptoElectronic Science and Technology for Medicine, Ministry of Education, Fujian Normal University, Fuzhou, Fujian 350007, P.R. China.

出版信息

Oncol Lett. 2016 Apr;11(4):2590-2594. doi: 10.3892/ol.2016.4239. Epub 2016 Feb 17.

Abstract

The present study aimed to evaluate a label-free tissue test for the detection of nasopharyngeal carcinoma (NPC) at early and advanced stages using Raman spectroscopy (RS). RS measurements were performed to acquire high quality Raman spectra on two groups of tissue samples: One group consists of 30 NPC patients at the early stages (I-II), and the other group is 46 NPC patients at the advanced stages (III-IV). Tentative assignment of Raman bands showed specific biomolecular changes associated with cancer development. Furthermore, effective diagnostic algorithms based on principal components analysis (PCA) and linear discriminant analysis (LDA) were applied for distinguishing Raman spectra of nasopharyngeal tissues from different stages, yielding a diagnostic sensitivity of 70% and a specificity of 78%. This exploratory work suggests that RS in conjunction with the PCA-LDA algorithms provides good diagnostic ability for the early and the advanced staged NPC tissues, and RS has enormous potential for the non-invasive detection of early and advanced stage NPC.

摘要

本研究旨在评估一种使用拉曼光谱(RS)对早期和晚期鼻咽癌(NPC)进行检测的无标记组织检测方法。进行RS测量以获取两组组织样本的高质量拉曼光谱:一组由30例早期(I-II期)NPC患者组成,另一组是46例晚期(III-IV期)NPC患者。拉曼谱带的初步归属显示了与癌症发展相关的特定生物分子变化。此外,基于主成分分析(PCA)和线性判别分析(LDA)的有效诊断算法被应用于区分不同阶段鼻咽组织的拉曼光谱,诊断敏感性为70%,特异性为78%。这项探索性工作表明,RS结合PCA-LDA算法对早期和晚期NPC组织具有良好的诊断能力,并且RS在早期和晚期NPC的无创检测方面具有巨大潜力。

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Real-time in vivo cancer diagnosis using Raman spectroscopy.使用拉曼光谱进行实时体内癌症诊断。
J Biophotonics. 2015 Jul;8(7):527-45. doi: 10.1002/jbio.201400026. Epub 2014 Sep 12.
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Emerging treatment options for nasopharyngeal carcinoma.鼻咽癌的新兴治疗选择。
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