National University of Singapore, Department of Bioengineering, Faculty of Engineering, Optical Bioimaging Laboratory, Singapore 117576.
J Biomed Opt. 2010 May-Jun;15(3):037017. doi: 10.1117/1.3420115.
We first report on the implementation of a novel narrow-band image-guided Raman endoscopy technique for in vivo diagnosis of gastric dysplasia. High-quality in vivo Raman spectra can be acquired from normal and dysplastic gastric mucosal tissue within 0.5 sec under narrow-band image (NBI) guidance at gastroscopy. Significant differences are observed in in vivo Raman spectra between normal (n=54) and dysplastic (n=18) gastric tissue from 30 gastric patients, particularly in the spectral ranges of 825 to 950, 1000 to 1100, 1250 to 1500, and 1600 to 1800 cm(-1), which primarily contain signals related to proteins, nucleic acids, and lipids. The multivariate analysis [i.e., principal components analysis (PCA) and linear discriminant analysis (LDA)], together with the leave-one tissue site-out, cross validation on in vivo gastric Raman spectra yields a diagnostic sensitivity of 94.4% (1718) and specificity of 96.3% (5254) for distinction of gastric dysplastic tissue. This study suggests that narrowband image-guided Raman endoscopy associated with PCA-LDA diagnostic algorithms has potential for the noninvasive, in vivo early diagnosis and detection of gastric precancer during clinical gastroscopic examination.
我们首先报告了一种新型的窄带成像引导的拉曼内镜技术在胃黏膜病变的体内诊断中的应用。在胃镜窄带成像(NBI)引导下,该技术可在 0.5 秒内从正常和病变的胃黏膜组织中获得高质量的体内拉曼光谱。在 30 例胃黏膜病变患者中,正常(n=54)和病变(n=18)胃组织的体内拉曼光谱存在显著差异,特别是在 825 到 950、1000 到 1100、1250 到 1500 和 1600 到 1800 cm(-1) 的光谱范围内,这些差异主要与蛋白质、核酸和脂质的信号有关。多元分析[即主成分分析(PCA)和线性判别分析(LDA)],以及基于组织单点的留一法交叉验证,对体内胃拉曼光谱进行分析,可得到区分胃黏膜病变组织的诊断灵敏度为 94.4%(1718),特异性为 96.3%(5254)。本研究表明,窄带成像引导的拉曼内镜与 PCA-LDA 诊断算法相结合,具有在临床胃镜检查中进行非侵入性、体内早期诊断和检测胃癌前病变的潜力。