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通过近红外漫反射光谱法对血糖进行体内无创测量。

In vivo noninvasive measurement of blood glucose by near-infrared diffuse-reflectance spectroscopy.

作者信息

Maruo Katsuhiko, Tsurugi Mitsuhiro, Tamura Mamoru, Ozaki Yukihiro

机构信息

NBT Project, Matsushita Electric Works Ltd., Kadoma, Osaka 571-8686, Japan.

出版信息

Appl Spectrosc. 2003 Oct;57(10):1236-44. doi: 10.1366/000370203769699090.

Abstract

This paper reports in situ noninvasive blood glucose monitoring by use of near-infrared (NIR) diffuse-reflectance spectroscopy. The NIR spectra of the human forearm were measured in vivo by using a pair of source and detector optical fibers separated by a distance of 0.65 mm on the skin surface. This optical geometry enables the selective measurement of dermis tissue spectra due to the skin's optical properties and reduces the interference noise arising from the stratum corneum. Oral glucose intake experiments were performed with six subjects (including a single subject with type I diabetes) whose NIR skin spectra were measured at the forearm. Partial least-squares regression (PLSR) analysis was carried out and calibration equations were obtained with each subject individually. Without exception among the six subjects, the regression coefficient vectors of their calibration models were similar to each other and had a positive peak at around 1600 nm, corresponding to the characteristic absorption peak of glucose. This result indicates that there is every possibility of glucose detection in skin tissue using our measurement system. We also found that there was a good correlation between the optically predicted values and the directly measured values of blood samples with individual subjects. The potential of noninvasive blood glucose monitoring using our methodology was demonstrated by the present study.

摘要

本文报道了利用近红外(NIR)漫反射光谱进行原位无创血糖监测。通过在皮肤表面使用一对间距为0.65毫米的源光纤和探测器光纤,对人体前臂的近红外光谱进行了活体测量。由于皮肤的光学特性,这种光学几何结构能够选择性地测量真皮组织光谱,并减少角质层产生的干扰噪声。对六名受试者(包括一名I型糖尿病患者)进行了口服葡萄糖摄入实验,并在前臂测量了他们的近红外皮肤光谱。进行了偏最小二乘回归(PLSR)分析,并分别为每个受试者获得了校准方程。在这六名受试者中无一例外,他们校准模型的回归系数向量彼此相似,并且在1600纳米左右有一个正峰,对应于葡萄糖的特征吸收峰。这一结果表明,使用我们的测量系统在皮肤组织中检测葡萄糖具有很大的可能性。我们还发现,个体受试者的光学预测值与血样直接测量值之间存在良好的相关性。本研究证明了使用我们的方法进行无创血糖监测的潜力。

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