• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

近红外漫反射法无创人体血糖检测灵敏度的评估与验证。

Evaluation and Validation on Sensitivity of Near-Infrared Diffuse Reflectance in Non-Invasive Human Blood Glucose Measurement.

机构信息

State Key Laboratory of Precision Measurement Technology and Instruments, Tianjin University, Tianjin 300072, China.

Sunrise Technology Co., Ltd., Tianjin 300192, China.

出版信息

Sensors (Basel). 2024 Sep 10;24(18):5879. doi: 10.3390/s24185879.

DOI:10.3390/s24185879
PMID:39338624
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11436251/
Abstract

In non-invasive blood glucose measurement, the sensitivity of glucose-induced optical signals within human tissue is a crucial reference point. This study evaluates the sensitivity of glucose-induced diffuse reflectance in the 1000-1700 nm range. A key factor in understanding this sensitivity is the rate at which the scattering coefficient changes due to glucose, as it is significantly higher than in non-living media and predominantly influences the diffuse light signal level when blood glucose levels change. The study measured and calculated the changes in the scattering coefficient at 1314 nm, a wavelength chosen for its minimal interference from glucose absorption and other bodily constituents. Based on the Mie scattering theory and the results at 1314 nm, the changes in the scattering coefficient within the 1000-1700 nm range were estimated. Subsequently, the sensitivity of the glucose signal across this range was determined through Monte Carlo (MC) simulations. The findings from 25 human trials indicate that the measured sensitivities at five other typical wavelengths within this band generally align with the sensitivities calculated using the aforementioned method. This research can guide the identification of blood glucose signals and the selection of wavelengths for non-invasive blood glucose measurements.

摘要

在无创血糖测量中,人体组织内葡萄糖诱导的光信号灵敏度是一个关键参考指标。本研究评估了 1000-1700nm 范围内葡萄糖诱导的漫反射的灵敏度。理解这种灵敏度的一个关键因素是由于葡萄糖散射系数变化的速率,因为它明显高于非生命介质,并且当血糖水平变化时主要影响漫射光信号水平。该研究测量并计算了在 1314nm 处的散射系数变化,选择该波长是因为其最小受到葡萄糖吸收和其他身体成分的干扰。基于 Mie 散射理论和在 1314nm 处的结果,估算了 1000-1700nm 范围内散射系数的变化。随后,通过蒙特卡罗(MC)模拟确定了该范围内葡萄糖信号的灵敏度。25 项人体试验的结果表明,在该波段内另外五个典型波长处测量的灵敏度通常与使用上述方法计算的灵敏度一致。这项研究可以指导血糖信号的识别和无创血糖测量中波长的选择。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/4037aaf1b95c/sensors-24-05879-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/bdae4dc4ce43/sensors-24-05879-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/6c7107dc648c/sensors-24-05879-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/7a1f2f9cc555/sensors-24-05879-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/a357ead3d302/sensors-24-05879-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/1c4dbbb9ac07/sensors-24-05879-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/23f178752ad6/sensors-24-05879-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/511c639776cf/sensors-24-05879-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/4037aaf1b95c/sensors-24-05879-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/bdae4dc4ce43/sensors-24-05879-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/6c7107dc648c/sensors-24-05879-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/7a1f2f9cc555/sensors-24-05879-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/a357ead3d302/sensors-24-05879-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/1c4dbbb9ac07/sensors-24-05879-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/23f178752ad6/sensors-24-05879-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/511c639776cf/sensors-24-05879-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1045/11436251/4037aaf1b95c/sensors-24-05879-g008.jpg

相似文献

1
Evaluation and Validation on Sensitivity of Near-Infrared Diffuse Reflectance in Non-Invasive Human Blood Glucose Measurement.近红外漫反射法无创人体血糖检测灵敏度的评估与验证。
Sensors (Basel). 2024 Sep 10;24(18):5879. doi: 10.3390/s24185879.
2
Spectral analysis of multiple scattering factors of turbid media for glucose measurement using near-infrared spectroscopy.利用近红外光谱技术测量混浊介质中葡萄糖的多重散射因子的光谱分析。
J Biomed Opt. 2023 Jun;28(6):065005. doi: 10.1117/1.JBO.28.6.065005. Epub 2023 Jun 15.
3
Simulation study of in vitro glucose measurement by NIR spectroscopy and a method of error reduction.近红外光谱法体外葡萄糖测量的模拟研究及误差降低方法
Phys Med Biol. 2003 Aug 7;48(15):2373-90. doi: 10.1088/0031-9155/48/15/309.
4
Near-Infrared Diffuse Reflectance Measurement Method Based on Temperature-Insensitive Radial Distance.基于温度不敏感径向距离的近红外漫反射测量方法。
Appl Spectrosc. 2018 Jul;72(7):1021-1028. doi: 10.1177/0003702818766555. Epub 2018 Jun 18.
5
[Application of Two-Dimensional Near-Infrared Correlation Spectroscopy in the Specificity Analysis of Noninvasive Blood Glucose Sensing].二维近红外光谱技术在无创血糖传感特异性分析中的应用
Guang Pu Xue Yu Guang Pu Fen Xi. 2017 Feb;37(2):491-6.
6
Quantifying tissue optical properties of human heads in vivo using continuous-wave near-infrared spectroscopy and subject-specific three-dimensional Monte Carlo models.利用连续波近红外光谱和特定个体的三维蒙特卡罗模型定量测量人体头部组织的光学特性。
J Biomed Opt. 2022 Jun;27(8). doi: 10.1117/1.JBO.27.8.083021.
7
Correlation Analysis Combined with a Floating Reference Measurement to Improve the Prediction Accuracy of Glucose in Scattering Media.相关分析结合浮动参考测量以提高散射介质中葡萄糖的预测精度。
Appl Spectrosc. 2017 Sep;71(9):2076-2082. doi: 10.1177/0003702817712227. Epub 2017 Jun 1.
8
Monte Carlo simulation of NIR diffuse reflectance in the normal and diseased human breast tissues.正常和患病人体乳腺组织中近红外漫反射的蒙特卡罗模拟
Biofactors. 2007;30(4):255-63. doi: 10.1002/biof.5520300407.
9
Preliminary evaluation of optical glucose sensing in red cell concentrations using near-infrared diffuse-reflectance spectroscopy.近红外漫反射光谱法在红细胞浓度下的光学葡萄糖传感初步评估。
J Biomed Opt. 2012 Jan;17(1):017004. doi: 10.1117/1.JBO.17.1.017004.
10
Depth profile of diffuse reflectance near-infrared spectroscopy for measurement of water content in skin.用于测量皮肤水分含量的漫反射近红外光谱深度剖面图。
Skin Res Technol. 2005 Feb;11(1):27-35. doi: 10.1111/j.1600-0846.2005.00093.x.

引用本文的文献

1
Effects of Skin Blood Flow Fluctuations on Non-Invasive Glucose Measurement and a Feasible Blood Flow Control Method.皮肤血流波动对无创血糖测量的影响及一种可行的血流控制方法
Sensors (Basel). 2025 Feb 14;25(4):1162. doi: 10.3390/s25041162.
2
Design Key Points of High-Performance Diffuse Reflectance Optical Sensors for Non-Invasive Blood Glucose Measurement.用于无创血糖测量的高性能漫反射光学传感器的设计要点
Sensors (Basel). 2025 Feb 7;25(4):998. doi: 10.3390/s25040998.

本文引用的文献

1
High-accuracy noninvasive continuous glucose monitoring using OCT angiography-purified blood scattering signals in human skin.利用光学相干断层扫描血管造影纯化的人体皮肤血液散射信号进行高精度无创连续血糖监测。
Biomed Opt Express. 2024 Jan 24;15(2):991-1003. doi: 10.1364/BOE.506092. eCollection 2024 Feb 1.
2
In Vivo Near-Infrared Noninvasive Glucose Measurement and Detection in Humans.人体近红外无创血糖测量与检测。
Appl Spectrosc. 2022 Sep;76(9):1100-1111. doi: 10.1177/00037028221092474. Epub 2022 May 24.
3
Non-invasively accuracy enhanced blood glucose sensor using shallow dense neural networks with NIR monitoring and medical features.
基于近红外监测和医疗特征的浅层密集神经网络无创血糖传感器精度提升
Sci Rep. 2022 Feb 2;12(1):1769. doi: 10.1038/s41598-022-05570-8.
4
A Review of Non-Invasive Optical Systems for Continuous Blood Glucose Monitoring.非侵入式光学系统在连续血糖监测中的应用综述
Sensors (Basel). 2021 Oct 14;21(20):6820. doi: 10.3390/s21206820.
5
Temperature induced changes in the optical properties of skin in vivo.体内皮肤光学特性的温度诱导变化。
Sci Rep. 2021 Jan 12;11(1):754. doi: 10.1038/s41598-020-80254-9.
6
Effect of wavelength and beam width on penetration in light-tissue interaction using computational methods.利用计算方法研究波长和光束宽度对光与组织相互作用中穿透深度的影响。
Lasers Med Sci. 2017 Nov;32(8):1909-1918. doi: 10.1007/s10103-017-2317-4. Epub 2017 Sep 12.
7
Accuracy of Noninvasive Glucose Sensing Based on Near-Infrared Spectroscopy.基于近红外光谱的无创血糖传感准确性
Appl Spectrosc. 2015 Nov;69(11):1313-8. doi: 10.1366/14-07728.
8
Review of Monte Carlo modeling of light transport in tissues.组织中光传输的蒙特卡罗建模综述。
J Biomed Opt. 2013 May;18(5):50902. doi: 10.1117/1.JBO.18.5.050902.
9
Light propagation in tissues with controlled optical properties.光在具有可控光学特性的组织中的传播。
J Biomed Opt. 1997 Oct;2(4):401-17. doi: 10.1117/12.281502.
10
In vivo measurement of the water content in the dermis by confocal Raman spectroscopy.利用共焦拉曼光谱技术对真皮层水分含量进行体内测量。
Skin Res Technol. 2010 May;16(2):137-41. doi: 10.1111/j.1600-0846.2009.00410.x.