School of Electrical and Electronic Engineering , Nanyang Technological University , 639798 , Singapore.
School of Information Science and Technology , ShanghaiTech University , Shanghai 201210 , China.
ACS Sens. 2018 Dec 28;3(12):2550-2557. doi: 10.1021/acssensors.8b00905. Epub 2018 Dec 10.
A novel "guide star" assisted photoacoustic (GSPA) method for noninvasive glucose measurement has been proposed. Instead of receiving PA signals that are directly generated by tissue, a virtual photodiode is employed to amplify the PA signal difference regarding amplitude and peak arrival time caused by glucose concentration variations in an indirect way. Being different from traditional PA spectroscopy, this method can improve sensitivity and accuracy by optimizing optical path lengths (or tissue thickness). On the other hand, being superior to near-infrared (NIR) spectroscopy, it utilizes both optical absorption and acoustic propagation velocity information confered by PA signals. Theoretical analysis and simulation have been done to illustrate how the concentration change affects the PA waveform. In vitro experiments on aqueous glucose solution were conducted with concentrations varying in human physiological range (50-350 mg/dL). Performance of quartz cuvettes with 1 mm and 2 mm optical path lengths were compared in terms of correlation quality ( R), degree of agreement (Bland-Altman plot), and clinical accuracy (Clarke's Error Grid analysis) to demonstrate the scalability of sensitivity provided by the indirect method. Longer optical length shows better sensitivity and accuracy in this case. Moreover, detection was also done on human blood serum to further prove the potential of the proposed method for clinical application. Our proposed method provides a solution to enhance sensitivity, facilitating development of portable and low-cost PA sensors with low power laser diodes for noninvasive glucose monitoring and other applications.
一种新颖的“引导星”辅助光声(GSPA)方法被提出用于无创血糖测量。该方法不是直接接收由组织产生的光声信号,而是采用虚拟光电二极管以间接方式放大由于葡萄糖浓度变化而引起的幅度和峰值到达时间的光声信号差异。与传统的光声光谱学不同,这种方法可以通过优化光路长度(或组织厚度)来提高灵敏度和准确性。另一方面,与近红外(NIR)光谱学相比,它利用光声信号提供的光吸收和声波传播速度信息。已经进行了理论分析和模拟,以说明浓度变化如何影响 PA 波形。在生理范围内(50-350mg/dL)进行了水葡萄糖溶液的体外实验。比较了 1mm 和 2mm 光程石英比色皿的性能,从相关质量(R)、一致性程度(Bland-Altman 图)和临床准确性(Clarke 的误差网格分析)方面进行了比较,以证明间接方法提供的灵敏度的可扩展性。在这种情况下,较长的光程显示出更好的灵敏度和准确性。此外,还对人血清进行了检测,以进一步证明该方法在临床应用中的潜力。我们提出的方法提供了一种提高灵敏度的解决方案,为开发便携式、低成本的光声传感器提供了便利,这些传感器采用低功率激光二极管,可用于无创血糖监测和其他应用。