CNR (Consiglio Nazionale delle Ricerche), Istituto di Cibernetica E. Caianiello, 80078, Pozzuoli, Italy.
Sensors (Basel). 2011;11(9):8309-22. doi: 10.3390/s110908309. Epub 2011 Aug 25.
Micro-Raman spectroscopy is a very promising tool for medical applications, thanks to its sensitivity to subtle changes in the chemical and structural characteristics of biological specimens. To fully exploit these promises, building a method of data analysis properly suited for the case under study is crucial. Here, a linear or univariate approach using a R2 determination coefficient is proposed for discriminating Raman spectra even with small differences. The validity of the proposed approach has been tested using Raman spectra of high purity glucose solutions collected in the 600 to 1,600 cm(-1) region and also from solutions with two known solutes at different concentrations. After this validation step, the proposed analysis has been applied to Raman spectra from oral human tissues affected by Pemphigus Vulgaris (PV), a rare life-threatening autoimmune disease, for monitoring disease follow-up. Raman spectra have been obtained in the wavenumber regions from 1,050 to 1,700 cm(-1) and 2,700 to 3,200 cm(-1) from tissues of patients at different stages of pathology (active PV, under therapy and PV in remission stage) as confirmed by histopathological and immunofluorescence analysis. Differences in the spectra depending on tissue illness stage have been detected at 1,150-1,250 cm(-1) (amide III) and 1,420-1,450 cm(-1) (CH3 deformation) regions and around 1,650 cm(-1) (amide I) and 2,930 cm(-1) (CH3 symmetric stretch). The analysis of tissue Raman spectra by the proposed univariate method has allowed us to effectively differentiate tissues at different stages of pathology.
微拉曼光谱学是一种非常有前途的医学应用工具,因为它对生物样本的化学和结构特征的细微变化敏感。为了充分利用这些承诺,建立一种适当适合所研究情况的数据分析方法是至关重要的。在这里,提出了一种使用 R2 确定系数的线性或单变量方法,即使在存在小差异的情况下,也可以区分拉曼光谱。所提出方法的有效性已经使用在 600 到 1600 cm-1 区域内收集的高纯度葡萄糖溶液的拉曼光谱以及在不同浓度下具有两种已知溶质的溶液的拉曼光谱进行了测试。在验证了这一步骤之后,将提出的分析应用于受寻常性天疱疮(PV)影响的口腔人体组织的拉曼光谱,PV 是一种罕见的危及生命的自身免疫性疾病,用于监测疾病的随访。已经在从 1050 到 1700 cm-1 和 2700 到 3200 cm-1 的波数区域获得了来自处于不同病理阶段(活动期 PV、治疗中和 PV 缓解期)的患者的组织的拉曼光谱,这通过组织病理学和免疫荧光分析得到了证实。在 1150-1250 cm-1(酰胺 III)和 1420-1450 cm-1(CH3 变形)区域以及在 1650 cm-1(酰胺 I)和 2930 cm-1(CH3 对称伸展)附近的光谱中检测到了根据组织疾病阶段的差异。通过所提出的单变量方法对组织拉曼光谱的分析使我们能够有效地区分处于不同病理阶段的组织。