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通过联合荧光、拉曼和漫反射光谱法鉴别脑组织中的发育异常和肿瘤

Dysplasia and tumor discrimination in brain tissues by combined fluorescence, Raman, and diffuse reflectance spectroscopies.

作者信息

Baria Enrico, Giordano Flavio, Guerrini Renzo, Caporalini Chiara, Buccoliero Anna Maria, Cicchi Riccardo, Pavone Francesco Saverio

机构信息

National Institute of Optics, National Research Council, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy.

European Laboratory for Non-Linear Spectroscopy, University of Florence, Via Nello Carrara 1, Sesto Fiorentino 50019, Italy.

出版信息

Biomed Opt Express. 2023 Feb 24;14(3):1256-1275. doi: 10.1364/BOE.477035. eCollection 2023 Mar 1.

Abstract

Identification of neoplastic and dysplastic brain tissues is of paramount importance for improving the outcomes of neurosurgical procedures. This study explores the combined application of fluorescence, Raman and diffuse reflectance spectroscopies for the detection and classification of brain tumor and cortical dysplasia with a label-free modality. Multivariate analysis was performed to evaluate classification accuracies of these techniques-employed both in individual and multimodal configuration-obtaining high sensitivity and specificity. In particular, the proposed multimodal approach allowed discriminating tumor/dysplastic tissues against control tissue with 91%/86% sensitivity and 100%/100% specificity, respectively, whereas tumor from dysplastic tissues were discriminated with 89% sensitivity and 86% specificity. Hence, multimodal optical spectroscopy allows reliably differentiating these pathologies using a non-invasive, label-free approach that is faster than the gold standard technique and does not require any tissue processing, offering the potential for the clinical translation of the technology.

摘要

识别肿瘤性和发育异常的脑组织对于改善神经外科手术的结果至关重要。本研究探索了荧光、拉曼和漫反射光谱的联合应用,以无标记方式检测和分类脑肿瘤及皮质发育异常。进行了多变量分析,以评估这些技术在单独和多模态配置下的分类准确性,获得了高灵敏度和特异性。特别是,所提出的多模态方法能够分别以91%/86%的灵敏度和100%/100%的特异性区分肿瘤/发育异常组织与对照组织,而区分肿瘤与发育异常组织的灵敏度为89%,特异性为86%。因此,多模态光学光谱能够使用一种非侵入性、无标记的方法可靠地区分这些病变,该方法比金标准技术更快,且不需要任何组织处理,为该技术的临床转化提供了潜力。

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Focusing on brain tumours and brain metastasis.专注于脑肿瘤和脑转移瘤。
Nat Rev Cancer. 2020 Jan;20(1):1. doi: 10.1038/s41568-019-0232-7.

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