Optical glucose sensing in biological fluids: an overview.

Recent technological advancements in the photonics industry have led to a resurgence of interest in optical glucose sensing and to realistic progress toward the development of an optical glucose sensor. Such a sensor has the potential to significantly improve the quality of life for the estimated 16 million diabetics in this country by making routine glucose measurements more convenient. Currently over 100 small companies and universities are working to develop noninvasive or minimally invasive glucose sensing technologies, and optical methods play a large role in these efforts. This article reviews many of the recent advances in optical glucose sensing including optical absorption spectroscopy, polarimetry, Raman spectroscopy, and fluorescent glucose sensing. In addition a review of calibration and data processing methods useful for optical techniques is presented.

[1]  Yukihiro Ozaki,et al.  A highly sensitive, compact Raman system without a spectrometer for quantitative analysis of biological samples , 1997 .

[2]  Massoud Motamedi,et al.  Monitoring of aqueous humor metabolites using Raman spectroscopy , 1994, Photonics West - Lasers and Applications in Science and Engineering.

[3]  W. March,et al.  Noninvasive Glucose Monitoring of the Aqueous Humor of the Eye: Part II. Animal Studies and the Scleral Lens , 1982, Diabetes Care.

[4]  David M. Haaland,et al.  Reagentless Near-Infrared Determination of Glucose in Whole Blood Using Multivariate Calibration , 1992 .

[5]  Guk-Rwang Won American Society for Testing and Materials , 1987 .

[6]  Jerome J. Workman,et al.  Handbook of Near Infrared Analysis, Practical spectroscopy Series, vol. 13Marcel Dekker , 1992 .

[7]  Kevin H. Hazen,et al.  Measurement of glucose and other analytes in undiluted human serum with near-infrared transmission spectroscopy , 1998 .

[8]  W. Kaye Near-infrared spectroscopy. I. Spectral identification and analytical applications , 1954 .

[9]  M A Arnold,et al.  Genetic algorithm-based protocol for coupling digital filtering and partial least-squares regression: application to the near-infrared analysis of glucose in biological matrices. , 1996, Analytical chemistry.

[10]  S. Pohjola The glucose content of the aqueous humour in man. , 1966, Acta ophthalmologica.

[11]  Steven J. Leon Linear Algebra With Applications , 1980 .

[12]  Emil W. Ciurczak,et al.  Handbook of Near-Infrared Analysis , 1992 .

[13]  G. Coté,et al.  Noninvasive glucose sensing utilizing a digital closed-loop polarimetric approach , 1997, IEEE Transactions on Biomedical Engineering.

[14]  J. Schultz,et al.  Affinity Sensor: A New Technique for Developing Implantable Sensors for Glucose and Other Metabolites , 1982, Diabetes Care.

[15]  H. Heise,et al.  Noninvasive Blood Glucose Assay by Near-Infrared Diffuse Reflectance Spectroscopy of the Human Inner Lip , 1993 .

[16]  Donald F. Hornig,et al.  Molecular Vibrations. The Theory of Infrared and Raman Vibrational Spectra. , 1956 .

[17]  R. Kopelman,et al.  Analytical properties and sensor size effects of a micrometer-sized optical fiber glucose biosensor. , 1996, Analytical chemistry.

[18]  C. B. Lucasius,et al.  Genetic algorithms in wavelength selection: a comparative study , 1994 .

[19]  Randall Vincent Tarr,et al.  The non-invasive measure of D-glucose in the ocular aqueous humor using stimulated raman spectroscopy , 1991 .

[20]  Michael J. McShane,et al.  Near-Infrared Spectroscopy for Determination of Glucose, Lactate, and Ammonia in Cell Culture Media , 1998 .

[21]  W. F. McClure,et al.  Fourier Analysis Enhances NIR Diffuse Reflectance Spectroscopy , 1984 .

[22]  D R Walt,et al.  Dual-analyte fiber-optic sensor for the simultaneous and continuous measurement of glucose and oxygen. , 1995, Analytical chemistry.

[23]  P. Geladi,et al.  Linearization and Scatter-Correction for Near-Infrared Reflectance Spectra of Meat , 1985 .

[24]  M. Feld,et al.  Feasibility of measuring blood glucose concentration by near-infrared Raman spectroscopy. , 1997, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[25]  O S Wolfbeis,et al.  A fast responding fibre optic glucose biosensor based on an oxygen optrode. , 1990, Biosensors & bioelectronics.

[26]  Sohrab Mansouri,et al.  A Miniature Optical Glucose Sensor Based on Affinity Binding , 1984, Bio/Technology.

[27]  John W. Gilbert,et al.  A Cerebrospinal Fluid Glucose Biosensor for Diabetes Mellitus , 1992, ASAIO journal.

[28]  G. W. Small,et al.  Multivariate Calibration Models Based on the Direct Analysis of Near-Infrared Single-Beam Spectra , 1997 .

[29]  Michael J. McShane,et al.  Variable Selection in Multivariate Calibration of a Spectroscopic Glucose Sensor , 1997 .

[30]  Mark A. Arnold,et al.  Simultaneous Measurements of Glucose, Glutamine, Ammonia, Lactate, and Glutamate in Aqueous Solutions by Near-Infrared Spectroscopy , 1996 .

[31]  David C. Klonoff,et al.  Noninvasive Blood Glucose Monitoring , 1997, Diabetes Care.

[32]  O. Khalil,et al.  Spectroscopic and clinical aspects of noninvasive glucose measurements. , 1999, Clinical chemistry.

[33]  Hari Gunasingham,et al.  Fiber-optic glucose sensor with electrochemical generation of indicator reagent , 1990 .

[34]  C. E. Hasty,et al.  Analysis of metabolites in aqueous solutions by using laser Raman spectroscopy. , 1993, Applied optics.

[35]  F. M. Ham,et al.  Laser Polarinetry For Measurement Of Drugs In The Aqueous Humor , 1991, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society Volume 13: 1991.

[36]  Gerard L. Cot,et al.  Application of a multivariate technique to Raman spectra for quantification of body chemicals , 1995, IEEE Transactions on Biomedical Engineering.

[37]  John H. Kalivas,et al.  Further investigation on a comparative study of simulated annealing and genetic algorithm for wavelength selection , 1995 .

[38]  Jerome S. Schultz,et al.  Competitive-binding assay method based on fluorescence quenching of ligands held in close proximity by a multivalent receptor , 1997 .

[39]  Yitzhak Mendelson,et al.  Multivariate Determination of Glucose in Whole Blood Using Partial Least-Squares and Artificial Neural Networks Based on Mid-Infrared Spectroscopy , 1993 .

[40]  M A Arnold,et al.  Genetic algorithm-based method for selecting wavelengths and model size for use with partial least-squares regression: application to near-infrared spectroscopy. , 1996, Analytical chemistry.

[41]  R P Jackson,et al.  Physical and Chemical Methods of Sugar Analysis , 1942 .

[42]  R. Landgraf,et al.  Blood Glucose Measurement by Infrared Spectroscopy , 1989, The International journal of artificial organs.

[43]  Gerard L. Coté,et al.  Noninvasive Optical Glucose Sensing — An Overview , 1997 .

[44]  D. Wolf,et al.  Reduced shear stress: A major component in the ability of mammalian tissues to form three‐dimensional assemblies in simulated microgravity , 1993, Journal of cellular biochemistry.

[45]  M A Arnold,et al.  Determination of physiological levels of glucose in an aqueous matrix with digitally filtered Fourier transform near-infrared spectra. , 1990, Analytical chemistry.

[46]  Mark A. Arnold,et al.  Application of Multivariate Calibration Techniques to Quantitative Analysis of Bandpass-Filtered Fourier Transform Infrared Interferogram Data , 1997 .

[47]  O. Wolfbeis,et al.  Oxygen optrode for use in a fiber-optic glucose biosensor. , 1990, Analytical chemistry.

[48]  David L. Meadows,et al.  Design, manufacture and characterization of an optical fiber glucose affinity sensor based on an homogeneous fluorescence energy transfer assay system , 1993 .

[49]  P Aldhous,et al.  Race quickens for non-stick blood monitoring technology. , 1992, Science.

[50]  J N Roe,et al.  Bloodless glucose measurements. , 1998, Critical reviews in therapeutic drug carrier systems.

[51]  Clifford H. Spiegelman,et al.  Chemometrics and spectral frequency selection , 1991, Philosophical Transactions of the Royal Society of London. Series A: Physical and Engineering Sciences.

[52]  I Itzkan,et al.  An enhanced algorithm for linear multivariate calibration. , 1998, Analytical chemistry.

[53]  D. Wolf,et al.  Cell culture for three-dimensional modeling in rotating-wall vessels: an application of simulated microgravity. , 1992, Journal of tissue culture methods : Tissue Culture Association manual of cell, tissue, and organ culture procedures.

[54]  C. Spiegelman,et al.  Theoretical Justification of Wavelength Selection in PLS Calibration:  Development of a New Algorithm. , 1998, Analytical Chemistry.

[55]  Joseph R. Lakowicz,et al.  Optical sensing of glucose using phase-modulation fluorimetry , 1993 .

[56]  E. Bright Wilson,et al.  Book Reviews: Molecular Vibrations. The Theory of Infrared and Raman Vibrational Spectra , 1955 .

[57]  R. Engerman,et al.  Optical monitor of glucose. , 1979, Transactions - American Society for Artificial Internal Organs.

[58]  M A Arnold,et al.  Near-infrared spectroscopic measurement of physiological glucose levels in variable matrices of protein and triglycerides. , 1996, Analytical chemistry.

[59]  M A Arnold,et al.  Strategies for coupling digital filtering with partial least-squares regression: application to the determination of glucose in plasma by Fourier transform near-infrared spectroscopy. , 1993, Analytical chemistry.

[60]  Riccardo Leardi,et al.  Genetic Algorithms as a Tool for Wavelength Selection in Multivariate Calibration , 1995 .

[61]  Paul R. Carey,et al.  Biochemical Applications of Raman and Resonance Raman Spectroscopies , 1982 .

[62]  G. Coté,et al.  Multispectral polarimetric glucose detection using a single Pockels cell , 1994 .

[63]  J D Kruse-Jarres,et al.  Multivariate determination of glucose in whole blood by attenuated total reflection infrared spectroscopy. , 1989, Analytical chemistry.

[64]  Y. Huang,et al.  Noninvasive glucose monitoring in vivo with an optical heterodyne polarimeter. , 1998, Applied optics.

[65]  G. Coté,et al.  Noninvasive polarimetric measurement of glucose in cell culture media. , 1997, Journal of biomedical optics.

[66]  R. Richards-Kortum,et al.  Raman spectroscopy for the detection of cancers and precancers. , 1996, Journal of biomedical optics.

[67]  M. Fox,et al.  Noninvasive optical polarimetric glucose sensing using a true phase measurement technique , 1992, IEEE Transactions on Biomedical Engineering.

[68]  Claude Irwin Palmer,et al.  Algebra with applications , 1913 .

[69]  Kevin H. Hazen,et al.  Temperature-Insensitive Near-Infrared Spectroscopic Measurement of Glucose in Aqueous Solutions , 1994 .

[70]  M.J. Goetz,et al.  Linear superposition of specific rotation for the detection of glucose , 1993, Proceedings of the 15th Annual International Conference of the IEEE Engineering in Medicine and Biology Societ.

[71]  E. V. Thomas,et al.  Noninvasive glucose monitoring in diabetic patients: a preliminary evaluation. , 1992, Clinical chemistry.

[72]  Robert B. Northrop,et al.  Microdegree polarimetry using a diode laser for glucose detection , 1992, [1992] Proceedings of the Eighteenth IEEE Annual Northeast Bioengineering Conference.

[73]  H. M. Heise,et al.  Multivariate calibration for near-infrared spectroscopic assays of blood substrates in human plasma based on variable selection using PLS-regression vector choices , 1998 .

[74]  Giles H. Brown An Optimization Criterion for Linear Inverse Estimation , 1979 .

[75]  Elaine Lanza,et al.  Application for Near Infrared Spectroscopy for Predicting the Sugar Content of Fruit Juices , 1984 .

[76]  F.M. Ham,et al.  Determination of glucose concentrations in an aqueous matrix from NIR spectra using optimal time-domain filtering and partial least-squares regression , 1997, IEEE Transactions on Biomedical Engineering.

[77]  G G Guilbault,et al.  Fiber-optic sensor for the determination of glucose using micellar enhanced chemiluminescence of the peroxyoxalate reaction. , 1988, Analytical chemistry.

[78]  Herman Wold,et al.  Soft modelling: The Basic Design and Some Extensions , 1982 .

[79]  E. V. Thomas,et al.  Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information , 1988 .

[80]  H Szmacinski,et al.  Lifetime-based sensing of glucose using energy transfer with a long lifetime donor. , 1997, Analytical biochemistry.

[81]  Brent D. Cameron,et al.  Multispectral polarimetric system for glucose monitoring , 1998, Photonics West - Biomedical Optics.

[82]  P. R. Carey CHAPTER 6 – Resonance Raman Labels , 1982 .

[83]  E J Gillham,et al.  A high-precision photoelectric polarimeter , 1957 .

[84]  Yitzhak Mendelson,et al.  Glucose determination in simulated plasma solutions using infrared spectrophotometry , 1992, 1992 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.