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Adaptive Method for Quantitative Estimation of Glucose and Fructose Concentrations in Aqueous Solutions Based on Infrared Nanoantenna Optics

机译:基于红外纳米天线光学系统的水溶液中葡萄糖和果糖浓度定量估计的自适应方法

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摘要

In life science and health research one observes a continuous need for new concepts and methods to detect and quantify the presence and concentration of certain biomolecules—preferably even in vivo or aqueous solutions. One prominent example, among many others, is the blood glucose level, which is highly important in the treatment of, e.g., diabetes mellitus. Detecting and, in particular, quantifying the amount of such molecular species in a complex sensing environment, such as human body fluids, constitutes a significant challenge. Surface-enhanced infrared absorption (SEIRA) spectroscopy has proven to be uniquely able to differentiate even very similar molecular species in very small concentrations. We are thus employing SEIRA to gather the vibrational response of aqueous glucose and fructose solutions in the mid-infrared spectral range with varying concentration levels down to 10 g/l. In contrast to previous work, we further demonstrate that it is possible to not only extract the presence of the analyte molecules but to determine the quantitative concentrations in a reliable and automated way. For this, a baseline correction method is applied to pre-process the measurement data in order to extract the characteristic vibrational information. Afterwards, a set of basis functions is fitted to capture the characteristic features of the two examined monosaccharides and a potential contribution of the solvent itself. The reconstruction of the actual concentration levels is then performed by superposition of the different basis functions to approximate the measured data. This software-based enhancement of the employed optical sensors leads to an accurate quantitative estimate of glucose and fructose concentrations in aqueous solutions.
机译:在生命科学和健康研究中,人们不断地需要新的概念和方法来检测和量化某些生物分子的存在和浓度,最好是体内或水溶液。其中一个突出的例子是血糖水平,其在例如糖尿病的治疗中非常重要。在复杂的传感环境(例如,人体液体)中检测并特别是量化此类分子种类的数量构成了重大挑战。事实证明,表面增强红外吸收(SEIRA)光谱具有独特的能力,即使在非常小的浓度下,即使非常相似的分子种类也可以区分。因此,我们采用SEIRA来收集中红外光谱范围内的葡萄糖和果糖水溶液的振动响应,其中浓度水平低至10 g / l。与以前的工作相反,我们进一步证明,不仅可以提取分析物分子的存在,而且可以可靠,自动化的方式确定定量浓度。为此,使用基线校正方法对测量数据进行预处理,以提取特征振动信息。然后,拟合一组基本函数以捕获两种检测到的单糖的特征以及溶剂本身的潜在作用。然后,通过叠加不同的基函数以近似测量数据来执行实际浓度水平的重建。对所使用的光学传感器进行基于软件的增强后,可以对水溶液中的葡萄糖和果糖浓度进行准确的定量估计。

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