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Journal of the Optical Society of Korea

Journal of the Optical Society of Korea

| PUBLISHED BY THE OPTICAL SOCIETY OF KOREA

  • Vol. 13, Iss. 2 — Jun. 25, 2009
  • pp: 279–285

Glucose Prediction in the Interstitial Fluid Based on Infrared Absorption Spectroscopy Using Multi-component Analysis

Hye-Jeong Kim, In-Sup Noh, and Gil-Won Yoon  »View Author Affiliations


Journal of the Optical Society of Korea, Vol. 13, Issue 2, pp. 279-285 (2009)


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Abstract

Prediction of glucose concentration in the interstitial fluid (ISF) based on mid-infrared absorption spectroscopy was examined at the glucose fundamental absorption band of 1000 - 1500/cm (10 - 6.67 um) using multi-component analysis. Simulated ISF samples were prepared by including four major ISF components. Sodium lactate had absorption spectra that interfere with those of glucose. The rest NaCl, KCl and <TEX>$CaCl_2$</TEX> did not have any signatures. A preliminary experiment based on Design of Experiment, an optimization method, proved that sodium lactate influenced the prediction accuracy of glucose. For the main experiment, 54 samples were prepared whose glucose and sodium lactate concentration varied independently. A partial least squares regression (PLSR) analysis was used to build calibration models. The prediction accuracy was dependent on spectrum preprocessing methods, and Mean Centering produced the best results. Depending on calibration sample sets whose sodium lactate had different concentration levels, the standard error prediction (SEP) of glucose ranged <TEX>$17.19{\sim}21.02\;mg/dl$</TEX>.

© 2009 Optical Society of Korea

OCIS Codes
(000.1430) General : Biology and medicine
(170.6510) Medical optics and biotechnology : Spectroscopy, tissue diagnostics
(260.3060) Physical optics : Infrared

History
Original Manuscript: April 23, 2008
Revised Manuscript: May 15, 2009
Manuscript Accepted: May 28, 2009
Published: June 25, 2009

Citation
Hye-Jeong Kim, In-Sup Noh, and Gil-Won Yoon, "Glucose Prediction in the Interstitial Fluid Based on Infrared Absorption Spectroscopy Using Multi-component Analysis," J. Opt. Soc. Korea 13, 279-285 (2009)
http://www.opticsinfobase.org/josk/abstract.cfm?URI=josk-13-2-279


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