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使用圆二色光谱和振动光谱相结合的方法鉴定1型糖尿病的光谱生物标志物。

Identification of spectral biomarkers for type 1 diabetes mellitus using the combination of chiroptical and vibrational spectroscopy.

作者信息

Šťovíčková Lucie, Tatarkovič Michal, Logerová Hana, Vavřinec Jan, Setnička Vladimír

机构信息

Department of Analytical Chemistry, University of Chemistry and Technology, Prague, Technická 5, 166 28 Prague 6, Czech Republic.

出版信息

Analyst. 2015 Apr 7;140(7):2266-72. doi: 10.1039/c4an01874e.

Abstract

The current diagnostic tools are insufficient for the early detection of many diseases, including type 1 diabetes mellitus. The disease is accompanied not only by a permanently elevated level of blood glucose and altered levels of other biomarkers, but also by changes in the conformation of blood plasma proteins and other biomolecules associated with the pathogenesis of diabetes. However, the observation of these structural changes by conventional Raman and infrared spectroscopy is limited. Therefore, we used chiroptical spectroscopy which is inherently sensitive to the 3D structure of chiral molecules and able to detect any possible structural changes. We investigated the blood plasma samples of diabetic patients and healthy controls by Raman optical activity and electronic circular dichroism. The measurements were combined with conventional methods of molecular spectroscopy, i.e. Raman and infrared spectroscopy. The obtained data sets were statistically evaluated using linear discriminant analysis focusing on the spectral ranges that correspond to the structure and conformation of proteins and other plasmatic biomolecules. Our results suggest that chiroptical spectroscopy gives more detailed information about the 3D structure of biomolecules; and therefore, might be a promising complement to conventional diagnostic methods.

摘要

目前的诊断工具不足以早期检测包括1型糖尿病在内的多种疾病。该疾病不仅伴有血糖水平持续升高和其他生物标志物水平改变,还伴有血浆蛋白和与糖尿病发病机制相关的其他生物分子构象的变化。然而,通过传统拉曼光谱和红外光谱观察这些结构变化存在局限性。因此,我们使用了对手性分子的三维结构具有固有敏感性且能够检测任何可能结构变化的圆二色光谱。我们通过拉曼光学活性和电子圆二色性研究了糖尿病患者和健康对照者的血浆样本。这些测量与分子光谱的传统方法,即拉曼光谱和红外光谱相结合。使用线性判别分析对获得的数据集进行统计评估,重点关注与蛋白质和其他血浆生物分子的结构和构象相对应的光谱范围。我们的结果表明,圆二色光谱能够提供有关生物分子三维结构的更详细信息;因此,它可能是传统诊断方法的一种有前景的补充。

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