Noninvasive in vivo glucose sensing on human subjects using mid-infrared light
Author(s) -
Sabbir Liakat,
Kevin A. Bors,
Laura Xu,
Callie Marie Woods,
Jessica Doyle,
Claire Gmachl
Publication year - 2014
Publication title -
biomedical optics express
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.362
H-Index - 86
ISSN - 2156-7085
DOI - 10.1364/boe.5.002397
Subject(s) - quantum cascade laser , in vivo , optics , laser , spectroscopy , biomedical engineering , materials science , laser light , optical fiber , cascade , medicine , chemistry , physics , biology , microbiology and biotechnology , chromatography , quantum mechanics
Mid-infrared quantum cascade laser spectroscopy is used to noninvasively predict blood glucose concentrations of three healthy human subjects in vivo. We utilize a hollow-core fiber based optical setup for light delivery and collection along with a broadly tunable quantum cascade laser to obtain spectra from human subjects and use standard chemo-metric techniques (namely partial least squares regression) for prediction analysis. Throughout a glucose concentration range of 80-160 mg/dL, we achieve clinically accurate predictions 84% of the time, on average. This work opens a new path to a noninvasive in vivo glucose sensor that would benefit the lives of hundreds of millions of diabetics worldwide.
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