Application of molecular spectroscopy in the mid-infrared region to the determination of glucose and cholesterol in whole blood and in blood serum

被引:86
作者
Budinova, G [1 ]
Salva, J [1 ]
Volka, K [1 ]
机构
[1] INST CHEM TECHNOL,DEPT ANALYT CHEM,CR-16628 PRAGUE 6,CZECH REPUBLIC
关键词
blood substrates determination; glucose; cholesterol; IR spectroscopy; multivariate calibration; partial least-squares;
D O I
10.1366/0003702971941034
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
The feasibility of applying molecular spectroscopy in the mid-infrared region to the quantitation of glucose and cholesterol in whole blood and in blood serum was examined by measuring the samples in the dry state on a polyethylene carrier, The partial least-squares (PLS) algorithm was employed to set up the calibration models. Analysis was performed by normalizing the spectra to a standard area, Evidence that this approach is warranted was obtained through experiments where potassium thiocyanate served as the internal standard. The following average PRESS1/2 values (PRESS stands for prediction residual error sum of squares) emerged from the calibration: glucose, 22.3 mg/dL; cholesterol, 31.3 mg/dL. Such errors are comparable with those achieved in attenuated total reflectance (ATR) measurements, The calibration models set up far blood serum samples fit better than those for whole blood samples. If the procedure of sample application onto the carrier is improved, the method may work well for the determination of glucose and cholesterol in whole blood and in blood serum.
引用
收藏
页码:631 / 635
页数:5
相关论文
共 10 条
[1]   MULTIVARIATE DETERMINATION OF GLUCOSE IN WHOLE-BLOOD USING PARTIAL LEAST-SQUARES AND ARTIFICIAL NEURAL NETWORKS BASED ON MIDINFRARED SPECTROSCOPY [J].
BHANDARE, P ;
MENDELSON, Y ;
PEURA, RA ;
JANATSCH, G ;
KRUSEJARRES, JD ;
MARBACH, R ;
HEISE, HM .
APPLIED SPECTROSCOPY, 1993, 47 (08) :1214-1221
[2]   COMPARISON OF MULTIVARIATE CALIBRATION TECHNIQUES FOR MID-IR ABSORPTION SPECTROMETRIC DETERMINATION OF BLOOD-SERUM CONSTITUENTS [J].
BHANDARE, P ;
MENDELSON, Y ;
STOHR, E ;
PEURA, RA .
APPLIED SPECTROSCOPY, 1994, 48 (02) :271-273
[3]   PARTIAL LEAST-SQUARES REGRESSION - A TUTORIAL [J].
GELADI, P ;
KOWALSKI, BR .
ANALYTICA CHIMICA ACTA, 1986, 185 :1-17
[4]   MULTIVARIATE DETERMINATION OF GLUCOSE IN WHOLE-BLOOD BY ATTENUATED TOTAL REFLECTION INFRARED-SPECTROSCOPY [J].
HEISE, HM ;
MARBACH, R ;
JANATSCH, G ;
KRUSEJARRES, JD .
ANALYTICAL CHEMISTRY, 1989, 61 (18) :2009-2015
[5]   INVESTIGATION OF EXPERIMENTAL ERRORS IN THE QUANTITATIVE-ANALYSIS OF GLUCOSE IN HUMAN BLOOD-PLASMA BY ATR-IR SPECTROSCOPY [J].
HEISE, HM ;
BITTNER, A .
JOURNAL OF MOLECULAR STRUCTURE, 1995, 348 :21-24
[6]   MULTICOMPONENT ASSAY FOR BLOOD SUBSTRATES IN HUMAN PLASMA BY MIDINFRARED SPECTROSCOPY AND ITS EVALUATION FOR CLINICAL ANALYSIS [J].
HEISE, HM ;
MARBACH, R ;
KOSCHINSKY, T ;
GRIES, FA .
APPLIED SPECTROSCOPY, 1994, 48 (01) :85-95
[7]   MULTIVARIATE CALIBRATION FOR PHYSIOLOGICAL SAMPLES USING INFRARED-SPECTRA WITH CHOICE OF DIFFERENT INTENSITY DATA [J].
HEISE, HM ;
BITTNER, A .
JOURNAL OF MOLECULAR STRUCTURE, 1995, 348 :127-130
[8]   MULTIVARIATE CALIBRATION FOR ASSAYS IN CLINICAL-CHEMISTRY USING ATTENUATED TOTAL REFLECTION INFRARED-SPECTRA OF HUMAN-BLOOD PLASMA [J].
JANATSCH, G ;
KRUSEJARRES, JD ;
MARBACH, R ;
HEISE, HM .
ANALYTICAL CHEMISTRY, 1989, 61 (18) :2016-2023
[9]   BLOOD-GLUCOSE MEASUREMENT BY MULTIPLE ATTENUATED TOTAL REFLECTION AND INFRARED-ABSORPTION SPECTROSCOPY [J].
MENDELSON, Y ;
CLERMONT, AC ;
PEURA, RA ;
LIN, BC .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1990, 37 (05) :458-465
[10]   POSTPRANDIAL BLOOD-GLUCOSE DETERMINATION BY QUANTITATIVE MIDINFRARED SPECTROSCOPY [J].
WARD, KJ ;
HAALAND, DM ;
ROBINSON, MR ;
EATON, RP .
APPLIED SPECTROSCOPY, 1992, 46 (06) :959-965