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通过中红外被动光谱成像同时进行远程无创血糖和乳酸测量。

Simultaneous Remote Non-Invasive Blood Glucose and Lactate Measurements by Mid-Infrared Passive Spectroscopic Imaging.

作者信息

Kobashi Ruka, Anabuki Daichi, Yano Hibiki, Mukaihara Yuto, Nishiyama Akira, Wada Kenji, Nishimura Akiko, Ishimaru Ichiro

机构信息

Graduate School of Science for Creative Emergence, Kagawa University, 2217-20 Hayashi-cho, Takamatsu 761-0396, Kagawa, Japan.

Faculty of Medicine, Kagawa University, 1750-1 Miki-cho, Kita 761-0793, Kagawa, Japan.

出版信息

Sensors (Basel). 2025 Jul 22;25(15):4537. doi: 10.3390/s25154537.

DOI:10.3390/s25154537
PMID:40807703
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12349294/
Abstract

Mid-infrared passive spectroscopic imaging is a novel non-invasive and remote sensing method based on Planck's law. It enables the acquisition of component-specific information from the human body by measuring naturally emitted thermal radiation in the mid-infrared region. Unlike active methods that require an external light source, our passive approach harnesses the body's own emission, thereby enabling safe, long-term monitoring. In this study, we successfully demonstrated the simultaneous, non-invasive measurements of blood glucose and lactate levels of the human body using this method. The measurements, conducted over approximately 80 min, provided emittance data derived from mid-infrared passive spectroscopy that showed a temporal correlation with values obtained using conventional blood collection sensors. Furthermore, to evaluate localized metabolic changes, we performed k-means clustering analysis of the spectral data obtained from the upper arm. This enabled visualization of time-dependent lactate responses with spatial resolution. These results demonstrate the feasibility of multi-component monitoring without physical contact or biological sampling. The proposed technique holds promise for translation to medical diagnostics, continuous health monitoring, and sports medicine, in addition to facilitating the development of next-generation healthcare technologies.

摘要

中红外被动光谱成像技术是一种基于普朗克定律的新型非侵入式遥感方法。它通过测量人体在中红外区域自然发射的热辐射,获取人体特定成分的信息。与需要外部光源的主动方法不同,我们的被动方法利用人体自身的辐射,从而实现安全、长期的监测。在本研究中,我们成功地使用该方法同时对人体血糖和乳酸水平进行了非侵入式测量。测量持续约80分钟,提供了源自中红外被动光谱的发射率数据,这些数据与使用传统采血传感器获得的值呈现出时间相关性。此外,为了评估局部代谢变化,我们对上臂获得的光谱数据进行了k均值聚类分析。这使得能够以空间分辨率可视化随时间变化的乳酸反应。这些结果证明了无需物理接触或生物采样即可进行多成分监测的可行性。除了促进下一代医疗技术的发展外,所提出的技术在医学诊断、连续健康监测和运动医学领域具有应用前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/4e766a06298b/sensors-25-04537-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/fb4307d48119/sensors-25-04537-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/697033e00324/sensors-25-04537-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/88a0e64de7ff/sensors-25-04537-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/601759121f68/sensors-25-04537-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/225397ce3936/sensors-25-04537-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/4e766a06298b/sensors-25-04537-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/fb4307d48119/sensors-25-04537-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/697033e00324/sensors-25-04537-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/88a0e64de7ff/sensors-25-04537-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/601759121f68/sensors-25-04537-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/225397ce3936/sensors-25-04537-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/15cc/12349294/4e766a06298b/sensors-25-04537-g006.jpg

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本文引用的文献

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Emission Integral Effect on Non-Invasive Blood Glucose Measurements Made Using Mid-Infrared Passive Spectroscopic Imaging.发射积分对使用中红外被动光谱成像进行的无创血糖测量的影响
Sensors (Basel). 2025 Mar 8;25(6):1674. doi: 10.3390/s25061674.
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Lactate, an Essential Metabolic Marker in the Diagnosis and Management of Pediatric Conditions.乳酸,儿科疾病诊断与管理中的一项重要代谢标志物。
Diagnostics (Basel). 2025 Mar 23;15(7):816. doi: 10.3390/diagnostics15070816.
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A Rapid Increase in Serum Lactate Levels after Cardiovascular Surgery Is Associated with Postoperative Serious Adverse Events: A Single Center Retrospective Study.
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Diagnostics (Basel). 2024 Sep 20;14(18):2082. doi: 10.3390/diagnostics14182082.
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Front Physiol. 2024 Apr 4;15:1376801. doi: 10.3389/fphys.2024.1376801. eCollection 2024.
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Continuous glucose monitoring in adults with type 2 diabetes: a systematic review and meta-analysis.成人 2 型糖尿病患者的连续血糖监测:系统评价和荟萃分析。
Diabetologia. 2024 May;67(5):798-810. doi: 10.1007/s00125-024-06107-6. Epub 2024 Feb 16.
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Glucose emission spectra through mid-infrared passive spectroscopic imaging of the wrist for non-invasive glucose sensing.通过中红外被动光谱成像技术对腕部进行无创性血糖感应的葡萄糖发射光谱。
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Lactate in contemporary biology: a phoenix risen.当代生物学中的乳酸:浴火重生。
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