Spectroscopic evaluation of glucose concentration in phosphate-buffered saline solution using principal component analysis

Atsushi Nakamura, Takeshi Hasegawa, Jujiro Nishijo, Masao Kanazawa, Katsuo Aizawa, Takayuki Sota

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6 Citations (Scopus)

Abstract

Principal component analysis (PCA) has been used for quantitative analysis of infrared attenuated total reflection (ATR) spectra of chemical mixtures, so that the minute concentration of glucose in the chemical mixture would be evaluated. Spectroscopic calibration of chemical concentration has been, thus far, believed to require multidimensional least-squares methods, such as classical least squares (CLS) and partial least-squares (PLS) regression techniques. In the present study, however, the analysis of the infrared ATR spectra only by PCA has been found to be useful for the evaluation of concentration of specific minute species in a chemical mixture. The prediction accuracy by PCA only has proved to be comparable to that of PLS. The novel technique would enable us to measure the concentration of glucose in human blood with no invasion.

Original languageEnglish
JournalJapanese Journal of Applied Physics, Part 2: Letters
Volume41
Issue number4
Publication statusPublished - 2002 Apr 15

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Keywords

  • Glucose concentration
  • Infrared attenuated total reflection
  • Loading vector
  • Principal component analysis
  • Score

ASJC Scopus subject areas

  • Physics and Astronomy (miscellaneous)

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