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Claims  |
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We claim:
1. A near-infrared quantitative analysis instrument for non-invasive measurement of blood glucose in blood present in a body part of a subject, comprising:
(a) introducing means including a near infrared energy source for introducing near-infrared energy into blood present in a body part of a subject wherein said introducing means introduces near-infrared energy of between about 600 and 1100
nanometers;
(b) detecting means for detecting near-infrared energy emerging from the body part;
(c) positioning means for positioning both the near-infrared introducing means and the detecting means closely adjacent to the body part; and
(d) processing means for processing a first electrical signal produced by the detector means into a second signal indicative of the quantity of glucose present in the blood of the subject.
2. The analysis instrument of claim 1 wherein said introducing means includes a filter means for selectively transmitting near-infrared energy, said filter means being disposed between said source and said body part.
3. The analysis instrument of claim 2 wherein said filter means selectively transmits near-infrared energy of between about 600 and 1100 nanometers.
4. The analysis instrument of claim 3 wherein said filter means selectively transmits near-infrared energy of between about 780 and 810 nanometers and between about 1070 and 1090 nanometers.
5. The analytical instrument of claim 3 wherein said filter means selectively transmits near-infrared energy of between about 770 and about 795 nanometers and between about 1065 and about 1085 nanometers.
6. The analysis instrument of claim 1 wherein said instrument is a lightweight hand-held unit.
7. The analysis instrument of claim 6 wherein said body part is a finger of said subject.
8. The analysis instrument of claim 6 comprising a housing means for preventing said body part from being exposed to ambient light.
9. The analysis instrument of claim 8 wherein said housing means comprises a sizer means for securely positioning said body part in said housing means.
10. The analysis instrument of claim 8 wherein said housing means further comprises an inflatable diaphragm for shielding exposure to ambient light.
11. The analysis instrument of claim 8 wherein said housing means comprises a first section and second section connected together by a pivot means whereby said first section and said second section pivot relative to one another about a pivot
axis of said pivot means.
12. The analysis instrument of claim 6 comprising a display means for displaying blood glucose level.
13. The analysis instrument of claim 12 wherein said display means can display blood glucose level expressed in mg/dl and mmol/L.
14. The analysis instrument of claim 6 further comprising an input/output means electrically connected to said processing means for inputting and outputting data from and to an outside instrument.
15. The analysis unit of claim 6 further comprising a memory means for storing measurement data.
16. The analysis unit of claim 15 wherein said memory means includes a clock means for storing times at which said measurement data is stored in said memory means.
17. The analysis instrument of claim 1 wherein the processing means processes the first signal according to the formula
wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is the line slope of
K.sub.2 is a calibration constant, log 1/I.sub.A and log 1/I.sub.B each represent an optical density value at corresponding wavelengths A and B and T.sub.S represents the local surface temperature of said body part.
18. The analysis instrument of claim 1 wherein the signal processing means processes the first signal according to the formula
wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.3 is line slope of
K.sub.2 is a calibration constant, log 1/I.sub.A, log 1/I.sub.B, and log 1/I.sub.C each represent an optical density value at corresponding wavelengths A, B and C, and T.sub.S represents the local surface temperature of said body part.
19. The analysis instrument of claim 1 wherein the signal processing means processes the signal according to the formula ##EQU2## wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is the line
slope of ##EQU3## K.sub.2 is a calibration constant, log 1/I.sub.A, log 1/I.sub.B, log 1/I.sub.D and log 1/I.sub.K each represent an optical density value at corresponding wavelengths A, B, D and E and T.sub.S represents the local surface temperature of
said body part.
20. The analysis instrument of claim 1 wherein the signal processing means processes the signal according to the formula ##EQU4## wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is the line
slope of ##EQU5## K.sub.2 is a calibration constant, log 1/I.sub.A, log 1/I.sub.B, log 1/I.sub.C, log 1/I.sub.D, log 1/I.sub.E, and log 1/I.sub.F each represent an optical density value at corresponding wavelengths A, B, C, D, E and F, and T.sub.S
represents the local surface the temperature of said body part.
21. A non-invasive method for quantitatively analyzing blood glucose in blood of a subject, comprising:
(a) introducing at least one pair of wavelengths of near-infrared energy from a near-infrared energy source into blood within a body part of the subject, said pair of wave lengths being within the range of about 600 to about 1100 nanometers;
(b) detecting near-infrared energy emerging from the subject with a detector which provides a signal upon detecting energy emerging from the subject; and
(c) processing the signal to provide a second signal indicative of the amount of glucose present in the body of the subject.
22. The method of claim 21 wherein said pair of wavelengths is centered on a wavelength within the range of about 600 to about 1100 nanometers.
23. The method of claim 21 wherein the first signal is processed according to the formula
wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is the line slope of
K.sub.2 is a calibration constant, log 1/I.sub.A and log 1/I.sub.B each represent an optical density value at corresponding wavelengths A and B and T.sub.S represents the local surface temperature of said body part.
24. The method of claim 21 wherein the first signal processing means processes the signal according to the formula
wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is line slope of
K.sub.2 is a calibration constant, log 1/I.sub.A, log 1/I.sub.B, and log 1/I.sub.C each represent an optical density value at corresponding wavelengths A, B and C, and T.sub.S represents the local surface temperature of said body part.
25. The method of claim 21 wherein the signal processing means processes the signal according to the formula ##EQU6## wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.0 is the line slope of
##EQU7## K.sub.2 is a calibration constant, log 1/I.sub.A, log 1/I.sub.B, log 1/I.sub.D and log 1/I.sub.E each represent an optical density value at corresponding wavelengths A, B, D and E and T.sub.S represents the local surface temperature of said body
part.
26. The method of claim 21 wherein the first signal processing means processes the signal according to the formula ##EQU8## wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is the line slope
of ##EQU9## K.sub.2 is a calibration constant, log 1/I.sub.A, log 1/I.sub.B, log 1/I.sub.C, log 1/I.sub.D, log 1/I.sub.E, and log 1/I.sub.F each represent an optical density value at corresponding wavelengths A, B, C, D, E and F, and T.sub.S represents
the local surface temperature of said body part.
27. The analysis instrument of claim 1 wherein the first signal processing means processes the signal according to the formula ##EQU10## wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is the
line slope of ##EQU11## K.sub.2 and K.sub.3 are calibration constants, log 1/I.sub.A, log 1/I.sub.B, log 1/I.sub.D and log 1/I.sub.E each represent an optical density value at corresponding wavelengths A, B, D and E, T.sub.S represents the local surface
temperature of said body part and T.sub.A represents the ambient air temperature of said instrument.
28. The analysis instrument of claim 1 wherein the first signal processing means processes the signal according to the formula ##EQU12## wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is the
line slope of ##EQU13## K.sub.2 and K.sub.3 are calibration constants, log 1/I.sub.A, log 1/I.sub.B, log 1/I.sub.C, log 1/I.sub.D, log 1/I.sub.E, and log 1/I.sub.F each represent an optical density value at corresponding wavelengths A, B, C, D, E and F,
T.sub.S represents the local surface the temperature of said body part and T.sub.A represents the ambient temperature of said instrument.
29. The method of claim 21 wherein the first signal processing means processes the signal according to the formula ##EQU14## wherein C is concentration of glucose present in the blood, K.sub.0 is an intercept constant, K.sub.1 is the line slope
of ##EQU15## K.sub.2 and K.sub.3 are calibration constants, log 1/I.sub.A, log 1/I.sub.B, log 1/I.sub.D and log 1/I.sub.E each represent an optical density value at corresponding wavelengths A, B, D and E, T.sub.S represents the local surface temperature
of said body part and T.sub.A represents the ambient temperature of said instrument.
30. The analysis instrument of any of claims 17-20, 27 or 28 wherein the corresponding wavelengths are between about 600 and about 1100 nanometers.
31. The analysis instrument of claim 30 wherein said corresponding wavelength A is between about 780 and about 810 nanometers and said corresponding wavelength B is between about 1070 and about 1090 nanometers.
32. The analysis instrument of claim 30 wherein said wavelength A is about 771 nanometers, said wavelength B is about 791 nanometers, said wavelength D is about 1070 nanometers, and said wavelength E is about 1080 nanometers.
33. The analysis instrument of claim 1 wherein said energy source comprises means for emitting near-infrared energy at a plurality of center wavelengths, said plurality of center wavelengths being separated by a constant wavelength, said
introducing means further comprising control means for powering said energy source such that near-infrared energy at each said center wavelength is sequentially introduced into said body part.
34. The analysis instrument of claim 33 wherein said energy source comprises a plurality of infrared emitting diodes and wherein said control means sequentially powers each said plurality of infrared emitting diodes.
35. The analysis instrument of claim 33 further comprising means for identifying which two of said center wavelengths provide the a maximum difference when said subject is measured at a time of low glucose level and at a time of higher glucose
level.
36. The analysis instrument of claim 33 wherein said constant wavelength is approximately 10 nanometers.
37. The analysis instrument of claim 17 wherein said energy source comprises a plurality of near-infrared emitting diodes.
38. The analysis instrument of claim 37 wherein said plurality of near-infrared emitting diodes comprises six near-infrared emitting diodes.
39. The analysis instrument of claim 37 wherein optical filters corresponding to optimum wavelength values for A and B for a given subject are installed in said instrument.
40. The method of claim 21 wherein said at least one pair of wavelengths is individually selected for a subject by the following:
(a) sequentially introducing near-infrared energy into said body part of a subject at a plurality of center wavelengths, said plurality of center wavelengths being separated by a constant wavelength;
(b) measuring a glucose level of said subject at a time of low glucose level and measuring a glucose of said subject level at a time of higher glucose level; and
(c) determining from the measuring step which center wavelengths provide the maximum difference and using the determined wavelengths in subsequent measurements for said subject.
41. A near-infrared quantitative analysis instrument for non-invasive measurement of blood glucose levels in blood present in a body part of a subject, comprising:
(a) introducing means including a near infrared energy source for introducing near-infrared energy of between about 600 to about 850 nanometers and between about 850 and 1100 nanometers into blood present in a body part of a subject;
(b) detecting means for detecting near-infrared energy emerging from the body part; and
(c) processing means for processing a first electrical signal produced by the detector means into a second signal indicative of the quantity of glucose present in the blood of the subject.
42. A near-infrared quantitative analysis instrument for non-invasive measurement of the concentration of a blood analyte in a body part of a subject comprising:
(a) introducing means for introducing near-infrared energy into blood present in a body part of a subject wherein said introducing means introduces near-infrared energy of between about 600 and 1100 nanometers;
(b) detecting means for detecting near-infrared energy emerging from the body part of the subject;
(c) positioning means for positioning both the near-infrared introducing means and the detecting means closely adjacent to the body part; and
(d) processing means for processing a first electrical signal produced by the detector means into a second signal indicative of the analyte concentration in the blood of the subject.
43. A non-invasive method for quantitatively analyzing the concentration of a blood analyte in a body part of a subject, comprising:
(a) introducing near-infrared energy from a near-infrared energy source into blood within a body part of the subject, said near-infrared energy being within the range of about 600 to about 1100 nanometers;
(b) detecting near-infrared energy emerging from the subject with a detector which provides a signal upon detecting energy emerging from the subject; and
(c) processing the signal to provide a second signal indicative of the analyte concentration in the blood of said subject. |
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Description |
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BACKGROUND OF THE INVENTION
1. Field of the Invention
This invention relates to instruments and methods for the non-invasive quantitative measurement of blood glucose.
2. Description of Background Art
Information concerning the chemical composition of blood is widely used to assess the health characteristics of both people and animals. For example, analysis of the glucose content of blood provides an indication of the current status of
metabolism. Blood analysis, by the detection of above or below normal levels of various substances, also provides a direct indication of the presence of certain types of diseases and dysfunctions.
The normal method of determining blood chemistry is by removing a sample of blood (e.g. 5-10 ml) and performing one or more standard chemical tests. These types of tests are moderately expensive, require one class of trained technicians to
remove the blood and another class of trained technicians to perform the chemical tests. Moreover, the results of the blood tests often are not available for several hours, and sometimes even several days.
Recently, an alternative type of technology (i.e. self-contained instruments) has been introduced for relatively rapid blood screening of a large number of subjects. These instruments, in general, use a much smaller blood sample (approximately
0.25 ml) from a "finger poke." This small blood sample is placed on a chemically-treated carrier and entered into the instrument. These instruments normally provide either an individual analyses (e.g. glucose level) or multiple analysis in a few
moments. These types of instruments unfortunately are quite costly, e.g., in the range of several thousand dollars.
A third class of blood instrumentation is available for the specific purpose of determining glucose level in people with diabetes. This technology also uses a small sample from a finger poke and the sample is placed on a chemically treated
carrier which is inserted into a portable battery operated instrument. In general, these instruments provide a single function; i.e. measurement of glucose. Although these specialized instruments are relatively low cost ($300 or less is typical), the
cost of the disposable carrier "stick" must be considered. Since some diabetic patients may require glucose analysis four or more times a day, the cost over a period of a year can become significant.
Current glucose analytical systems require blood to be extracted from the body prior to performing the analysis. This blood withdrawal requirement limits the application of such testing; many people who may be interested in knowing their glucose
level are reluctant to have either their finger poked or blood samples removed by hypodermic needle. This reluctance or anxiety in allowing blood sample removal is due to concern over the possibility of infection, discomfort (pain) and generalized
patient fear.
Thus, there is a great need for non-invasive analytical instruments and methods that would provide essentially the same accuracy as conventional blood glucose tests. Moreover, there is a need for a non-invasive low-cost method for measurement of
glucose in diabetic patients.
Near-infrared (sometimes referred to herein as simply "near-IR") quantitative analysis is widely used in the field of agriculture for determining chemical compositions within grain, oilseeds, and other agricultural products. As an example,
near-IR energy reflected from the surface of finely ground seeds and grain provides information concerning protein and moisture content. For a general introduction to near infrared quantitative analysis, see "An Introduction to Near-Infrared
Quantitative Analysis" presented by Robert D. Rosenthal at the 1977 Annual Meeting of American Association of Cereal Chemists. Near-infrared technology has been extended to allow totally non-destructive measurements by using light transmission through a
sample as discussed in "Characteristics of Non-Destructive Near-Infrared Instruments for Grain and Food Products" by Robert D. Rosenthal, presented at the 1986 Meeting at the Japan Food Science Institute. Although this transmission approach avoids the
need to finely grind the sample, it is not suited for use where access to two opposite surfaces is not available.
One example of this transmission approach is provided in U.S. Pat. No. 4,621,643 (New, Jr. et al., 1986) relates to an optical oximeter apparatus for determining pulse rate and degree of arterial oxygen saturation. Light energy is passed
through an appendage of the body, e.g. a finger, and strikes a detector positioned on a side of the appendage opposite from the light source. Pulse rate and saturated oxygen are calculated from coefficients of extinction of light at the selected
wavelengths.
Another approach to near-infrared quantitative analysis, using near-infrared interactance, was developed for non-invasively measuring body fat content. This approach is described in "A New Approach for the Estimation of Body Composition:
Infrared Interactance", Joan M. Conway et al., The American Journal of Clinical Nutrition, 40: December 1984, pages 1123-1230. In this non-invasive technique, a small optical probe that allows optical energy to enter the arm is placed on the biceps.
The percent body fat of the entire body is determined by measuring the spectrum change of the energy returned from an area adjacent the light entry point.
SUMMARY OF THE INVENTION
In accordance with the present invention, a near-infrared quantitative analysis instrument for measuring blood glucose comprises means for introducing near-IR energy into blood present in a body part of a subject, means for detecting near-IR
energy emerging from the subject, means for converting an electrical signal corresponding to the detected energy into a readout indicative of the quantity of glucose present in the blood of the subject, and means for positioning the introducing means and
detecting means adjacent to the body part of the subject.
The present invention also provides methods for the near-infrared quantitative analysis of blood glucose, these methods including the steps of introducing near-IR energy into the blood within a body part of a subject, detecting near-IR energy
emerging from the subject, the detector providing an electrical signal upon detecting said emerged energy, and processing the electrical signal to provide a second signal indicative of the amount of glucose present in the blood. Some of these inventive
methods utilize the principal of near-IR transmission while others utilize the principal of near-IR interactance.
In accordance with one aspect of the present invention, a near-infrared quantitative analysis instrument for measuring blood glucose comprises means for introducing near-IR energy into blood present in a blood vessel, means for detecting near-IR
energy following interactance of the same with the blood, and means for positioning the introducing means and detecting means over a blood vessel of the subject.
This aspect of the invention further relates to methods wherein near-IR energy is introduced into a vein or artery of a subject and interacts with blood glucose, the near-IR energy emerging from the subject is detected by a detector which
provides an electrical signal, and the signal is processed to provide a readout indicative of the amount of glucose in the blood.
This aspect of the invention also relates to means and methods for marking a position over a vein or artery of a subject and then aligning a near-IR analysis instrument with the markings to accurately position the instrument.
Another aspect of the invention relates to an apparatus for measuring blood glucose via near-IR transmission through a blood-containing body part, the apparatus including mean for introducing near-IR energy into one side of a body part, means for
detecting near-IR energy emerging from an opposite side of the body part and means for positioning the near-IR introducing and detecting means on opposite sides of the body part.
This aspect of the invention also relates to methods for measuring blood glucose via near-IR transmission including the steps of introducing near-IR energy into one side of a blood-containing body part, detecting near-IR energy emerging from an
opposite side of the body part and calculating blood glucose content.
BRIEF DESCRIPTION OF THE DRAWINGS
FIG. 1 is a partially schematic elevational view of a near-infrared quantitative blood analysis instrument to which the present invention pertains.
FIGS. 2A and 2B are partially schematic elevational views of alternate embodiments of near-infrared quantitative analysis instruments.
FIG. 3 is an elevational view of a location device for use with the instrument shown in FIG. 1.
FIG. 4 illustrates one embodiment for practicing the inventive method.
FIGS. 5A and 5B illustrate two known configurations for interposing filters in a light path.
FIG. 6 is a plot of log (1/I) versus wavelength.
FIG. 7 illustrates a wavelength search study via a plot of correlation coefficient versus wavelength.
FIGS. 8 and 9 illustrate plots of correlation coefficient versus wavelength for first derivative equations.
FIGS. 10 and 11 illustrate plots of correlation coefficient versus wavelength for second derivative equations.
FIG. 12 is a plot of log (1/I) versus wavelength which illustrates near-infrared energy absorption by water;
FIG. 13 is a plot of log (1/I) versus wavelength illustrating two measurement wavelengths which stradle a water band;
FIG. 14 illustrates that energy absorption by water varies with temperature;
FIG. 15 illustrates a difference spectra of glucose absorption of near-infrared energy in the body;
FIG. 16 is a plot of correlation versus wavelength illustrating the effect of a temperature term in the linear regression equation;
FIG. 17 is a plot of mid-wavelength and correlation versus gap between wavelength "A" and "B";
FIGS. 18A-D illustrate classes of peaks which correspond to the shape of a correlation versus wavelength curve;
FIG. 19 illustrates a non-invasive glucose measurement instrument according to one embodiment of the present invention;
FIG. 20 illustrates a non-invasive glucose measurement instrument according to another embodiment of the present invention.
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS
In accordance with one embodiment, the invention uses the principle of light interactance to measure blood glucose level non-invasively by locating an optical transmitter and a detector on the skin surface near either an artery or vein.
Alternatively, the invention uses the principal of light transmission through a portion of the body that has relatively uniform profusion of blood in order to measure non-invasively blood glucose.
In general, the arteries and veins of the human body are buried deep in the body to protect them from possible harm. However, in certain locations of the body, these blood carrying vessels are close to the skin surface. This is particularly
true for veins. Some examples of such locations are at the crease of the elbow, the wrist, the back of the hand, and the bridge of the nose. Since the concentration of glucose is relatively constant in both the veins and arteries, valid measurements
can be obtained in either. However, because veins are generally closer to the skin's surface, they usually are the better candidate for non-invasive measurements.
The finger tip is another site particularly well suited for performing blood measurements with near-IR light. The blood supply is distributed within the finger tip and, thus, small variations in the placement of a near-IR emitter or detector
will not have a profound effect on the measurement results.
According to one embodiment of the invention utilizing near-IR interactance analysis techniques, near-IR light energy at bandwidths centering on one or more wavelengths of interest is passed through the skin and connective tissues and into a
blood vessel of a subject. A portion of the energy re-emerges from the blood vessel of the test subject and is detected by a detector. Following amplification of the detector-generated signal, the amplified output is processed into an output signal
indicating the amount of glucose in the subject's blood. The output signal drives a display device for providing a visual display of blood glucose content.
According to another embodiment of the invention utilizing near-IR transmission analysis techniques, near-IR light energy at bandwidths centering on one or more wavelengths of interest is transmitted through a blood-containing portion of the body
of a test subject. The near-IR energy emerges from the test subject, generally opposite from the near-IR source, and is detected by a detector. Following amplification of the detector-generated signal, the amplified output is processed into an output
signal indicating the amount of glucose in the subject's blood.
In one embodiment utilizing near-IR interactance, the entire analytical instrument, including near-infrared source, transmitter, detector, amplifier, data processing circuitry and readout is contained within a lightweight hand-held unit. See
FIG. 1. Infrared emittinq diodes (IREDs) disposed in one chamber of the unit are focused to transmit near-IR energy of preselected wavelength(s) to, e.g., a prominent vein of the wrist. The near-IR energy interacts with the constituents of the venous
blood and is re-emitted from the vein. A detector housed within a second chamber of the unit is disposed along the vein a distance (1) from the emitter and collects this energy. The detected signal is amplified and data processed into a signal
indicative of the amount of glucose in the blood. This signal is then fed to a readout device (preferably a digital readout) for recordation by a technician or direct analysis by a physician or the subject himself.
Other near-IR apparatus, such as the optical probe and associated instrumentation described in Rosenthal U.S. Pat. No. 4,633,087, are useful in the practice of the present methods in which near-IR interactance is used to quantitatively measure
blood glucose levels.
This embodiment can utilize a location device specially adapted to permit the user to locate the interactance instrument discussed above accurately along a vein. The location device permits the skin to be marked to ensure that repeated
measurements are taken from the same location.
In the lightweight, hand-held interactance analysis instrument 10 illustrated in FIG. 1, included is one or more means for providing at least one point source of near-infrared energy of a predetermined bandwidth of interest which is positioned
within a first chamber 30 of the instrument 10. The near-infrared point source means is positioned so that near-infrared energy being emitted from the point source means will be focussed by lens 12 through window 14 and onto the skin of the test
subject. The near-infrared point source means may comprise one or a plurality of infrared emitting diodes (IREDs). Two such IREDs 16 are visible in the embodiment illustrated in FIG. 1. In other embodiments employing a plurality of IREDs, three, four
or more IREDs may be utilized as the point source means.
In lieu of laborious characterization and sorting of each IRED, narrow bandpass optical filters (as shown schematically in FIG. 1) can be provided between the infrared emitting diodes and the lens 12. According to this embodiment, a filter 23 is
positioned between each IRED and lens 12 for filtering near infrared radiation exiting each IRED and thereby allowing a narrow band of near-infrared radiation of predetermined wavelength to pass through the filter and lens 12. Utilization of narrow
bandpass optical filters provides for specific wavelength selection independent of the center wavelengths of the particular infrared emitting diodes being used. Measurements can be taken inside the half power bandwidth of the IREDs, or alternatively,
outside the half power bandwidth of the IREDs as disclosed in U.S. Pat. No. 4,286,327. FIGS. 5A and 5B illustrate two other known configurations for interposing filters 23' and 23" respectively in a light path. The light source in FIGS. 5A and 5B can
be either a light bulb 17 or 17' respectively or one or more IREDs.
An optical detector, illustrated schematically FIG. 1 and designated by reference numeral 28, is disposed within a lower end portion 42 of a second chamber 40 in case 20. Inner wall 22 is positioned between detector 28 and illumination section
30, thereby providing an optically-isolating mask which prevents near infrared radiation from the point source means and/or lens 12 from impinging directly on detector 28. A near-infrared optical detector 28 generates an electrical signal when
near-infrared radiation is detected thereby.
The optical detector 28 is connected to the input of an electrical signal amplifier 32 by suitable electrical conducting means 33. Amplifier 32 may be an inexpensive integrated circuit (IC) signal amplifier, and amplifies the signals generated
when near-IR energy strikes detector 28. The output of amplifier 32 is fed to a controller/data processor and display driver 34 which provides a signal to readout device 36. The readout device 36 may have a digital display for directly displaying the
amount of glucose present in the subject's blood.
The embodiment of FIG. 1 includes an optical filter 29 for shielding all but the desired near-IR energy from detector 28. Filter 29 and window 14 are positioned for direct contact with the skin of the test subject. An optically clear window can
be employed in lieu of filter 29, if desired and in lieu of the window opening 14.
As noted earlier, the embodiment illustrated in FIG. 1 utilizes the principal of near-IR interactance for quantitative analysis. In interactance, light from a source is shielded by an opaque member from a detector so that only light that has
interacted with the subject is detected.
In use, the analysis instrument 10 is positioned so that its flat bottom surface rests on the skin directly above the prominent vein of the wrist of a test subject. Light at the selected wavelengths emerging from the instrument interacts with
venous blood of the subject and is detected by detector 28. Detector 28 generates an electrical signal which is processed as described above.
Accurate analysis is facilitated when the user locates the transmitter and detector filter (or window) directly over the prominent vein of the wrist. The location device illustrated in FIG. 3 simplifies this procedure. The device 50 is
constructed of, e.g., a plastic material and has an overall length L equal to the length L of the analysis instrument 10 of FIG. 1. Two holes 51 are present in the device and are located in the same relation as 14 and 29 in FIG. 1, on midline 52, a
distance l apart corresponding to the distance l of FIG. 1. The holes 51 permit observation of the prominent vein. When the device is placed on the wrist and the vein is centered in each hole 51, the wrist is marked (e.g. with a felt-tipped pen) at
notches 53. The location device is then removed and replaced by the analysis instrument 10 with assurance that the instrument is properly located over the vein.
An alternate procedure for practicing the inventive method is accomplished by the use of fiber optic light probes as seen in FIG. 4. These probes are connected with a near-IR analysis instrument such as the commercially available TREBOR-70
scanning spectrophotometer which has been adapted to process a signal for glucose analysis. A probe 60 is placed over the prominent vein and transmits near-IR energy of the desired wavelength(s). The near-IR energy interacts with the blood constituents
and is collected by a second probe 62 placed over the vein a short distance l from first probe 60. A detector associated with the analytical instrument provides an electrical signal which is processed, as described above, to reveal quantitative
information concerning blood glucose.
We have found that accurate quantitative analysis of blood glucose levels can be made at a variety of wavelengths with both interactance and transmittance technologies. In presently preferred embodiments illustrated in FIGS. 2A and 2B, near-IR
light energy is transmitted through the finger of the test subject and then detected by an optical detector. As in the above described embodiments, a combination of measurement wavelengths is selected which emphasizes the glucose absorption and removes
the effect of interfering absorption, for example, due to water, fat and protein.
In the embodiment shown in FIG. 2A, a near-IR probe 100 is adapted to be placed over the finger F of a test subject and in this particular embodiment includes a point source means of near-IR light energy comprised of at least two IREDs 116
disposed within an upper flange 110. Each IRED is paired with a narrow bandpass optical filter 123 and is optically isolated via opaque light baffle 119. The inwardly-facing surface of flange 110 is provided with an optional optically clear window 114
for placement against the subject's finger.
Upper flange 110 is hinged about shaft 111 to lower flange 120, and a spring 112 serves to maintain the flanges in a closed position. An optical detector 128 is disposed in lower flange 120 opposite the near-IR source 116. The detector is
disposed behind an optional window 129 which can be constructed of a material which is either optically clear or which excludes interfering light yet permits the desired near-IR light to pass. A finger stop 103 helps place and maintain the subject's
finger in its proper position within the probe 100. Each of the flanges is provided with light-shielding barriers 113 (shown in phantom in FIG. 2A) to block ambient light from entering the probe.
In this embodiment the IREDs are pulsed, i.e. energized in sequence, so that the detector 128 receives light transmitted from only one of the IREDs at any one time. This pulsed IRED technology is described in U.S. Pat. No. 4,286,327 which is
incorporated herein by reference. In other similar embodiments a group of IREDs (and optional narrow bandpass filters) with substantially identical center wavelength output can be pulsed.
Probe 100 is an electrical connection with a processor unit which is schematically illustrated in FIG. 2A. The processor unit houses a power source, signal amplifying, data processing and display circuitry as described in connection with the
embodiment of FIG. 1 and standard in near-IR analysis instrumentation.
An alternate embodiment is seen in FIG. 2B. Here, probe 110 includes a single constant output IREDs 116 installed behind an optional window 129. Light transmitted through the finger is gathered by optical funnel 112A, which is constructed of a
transparent or translucent material, and detected by multiple detectors 128. The detectors are optically isolated from one another by opaque light baffle 119. Each detector is paired with a narrow bandpass optical filter 123 and thus is set up to
detect only light within the narrow wavelength range of its filter.
Near-IR point source means 116 can consist of one or more IREDs of known bandwidth and center frequency output or, as described above, can include a narrow bandpass optical filter within the light path to provide for the detection of only those
wavelengths which are of interest. Multiple wavelengths can be utilized in transmission analysis and can be generated via multiple IREDs provided they are consecutively illuminated. Another approach is to use a single IRED with multiple bandpass
filters which are mechanically moved through the light path as seen in FIG. 5. A third approach uses a single or group of IREDs capable of emitting a plurality of desired wavelengths with the use of multiple optical filters, each filter being associated
with a respective detector. Single IREDs which emit two, three or four narrow bandwidths are commercially available.
In use, the finger of the test subject is inserted between the flanges 110 of the probe 100. Near-IR light energy is emitted by the point source means, is transmitted through the finger and is detected by optical detector 128. The electrical
signals produced by the detectors are transmitted via line 130 to a controller/processor unit 150 where the signal is amplified and data processed using a suitable algorithm as described below. Blood glucose level is displayed on a readout device which
preferably includes a digital display.
Accurate measurements of the concentration of blood glucose can be made using near-IR quantitative analysis algorithms which have only a single variable term, such as the following: ##EQU1## where C denotes concentration of glucose present in the
blood, K.sub.0 is the intercept constant, K.sub.1 is the line slope of the variable term, and the log 1/I terms each represent an Optical Density (O.D.) value at a particular wavelength. In FIG. 6, an example of an overall absorbance curve for a test
subject is shown, wherein log 1/I (O.D.) values for the above algorithms are plotted. In FIG. 6, optical energy is absorbed at wavelength B proportional to the constituent being measured, and optical energy is absorbed at wavelength E proportional to
the total substance being measured. Points 150 and 152 are first derivative midpoints. The distance between, for example, wavelength G and wavelength H is referred to herein as the "gap" between two wavelengths. It has been found that a plurality of
wavelength pairs, all centered on the same wavelength, can be used in the above algorithms. These algorithms are easily programmed into suitable microprocessor circuitry by those skilled in the art. The use of these single variable term equations is
highly desirable because it allows simplified instrument calibration, thereby allowing the production of low cost instruments.
The intercept constant K.sub.0 and the slope constant K.sub.1 are determined by individually calibrating each unit.
Another class of usable near-IR standard algorithms involves the use of multiple regression terms. Such terms can be individual log 1/I terms or can be a multiple number of first or second derivative terms with or without a normalizing
denominator. Such multiple terms may provide additional accuracy, but introduce higher calibration expense which results in a more expensive instrument.
Data on a plurality of physical parameters of the test subject can also be utilized in conjunction with multiple wavelength measurement of near-infrared interactance, as in prior U.S. Pat. No. 4,633,087, to improve the accuracy of the present
blood glucose measurements.
Selection of combinations of wavelengths which emphasize glucose absorption and removes possible interfering absorptions can be performed by computer search studies. In general, a suitable combination of wavelengths will include at least one
wavelength which is sensitive to blood glucose, and at least one wavelength which is insensitive to blood glucose (reference wavelength). The following examples show results of wavelength search studies, which are provided herein for illustrative
purposes only, and are not to be construed in a limiting sense.
EXAMPLE I
FIG. 7 presents correlation coefficient versus wavelength data from a search study utilizing an approximated first derivative algorithm as defined above, and illustrates that the use of the wavelength pair of 980 .+-. (plus and minus) 35 nm
provides a high correlation between blood glucose and absorption of near-IR energy at those two wavelengths. FIG. 7 utilizes the above approximated first derivative algorithm, wherein G and H are as shown in FIG. 6, and equal to 945 nm and 1015 nm
respectively. Thus, in this example, the "gap" is 70 nm (1015 nm-945 nm). The number of samples tested was 30 in this case. The value of K.sub.0 in the approximated first derivative algorithm is 196.9 and for K is 4,802.6. In this case, the standard
deviation was 13.54, with a correlation of +0.948. Reference numeral 154 of FIG. 7 indicates a range of candidates for wavelength H with a "gap" equal to 70 nm and a "smoothing" factor of 41. "Smoothing" is the modification of data derived from a
scanning spectrophotometer in order to simulate the results which would be obtained at the half power bandwidth of optical filters. "Smoothing" involves taking log 1/I data at an equal number of wavelengths above and below each wavelength of interest
and averaging the results. Thus, with a "smoothing" value of 41, data is taken at 20 wavelengths above and 20 wavelengths below the bandwidth of interest, in addition to each wavelength of interest. An example of one embodiment of the invention uses
IREDs which provide near-IR energy at two frequencies which are, respectively, equidistant above and below approximately 980 nm, i.e., they can be represented by the formula 980.+-.x nm. The value of x is not unduly critical so long as the two
frequencies are centered on approximately 980 nm. A suitable value for x can be, for example, a number from 10 to 40.
EXAMPLE II
FIG. 8A shows that a suitable wavelength for a numerator in the above normalized first derivative algorithm is approximately 1013 nm (i.e., 980 nm+35 nm) wherein K.sub.0 =296.8, K.sub.1 =-175.6, "gap" G-H: 70 nm, wavelength J: 915 nm, "gap"
I-J:20 nm, standard deviation=12.21 and correlation=-0.958 (30 samples).
EXAMPLE III
FIG. 9 shows that there are many wavelength regions that can provide midpoint wavelengths for use in the denominator of the above normalized first derivative algorithm when the numerator utilizes 980.+-.35 nm wavelengths, wherein K.sub.0,
K.sub.1, "gap" G-H, gap I-J, standard deviation, correlation and sample size are the same as in Example II and FIG. 8, and wherein wavelength H is 1013 nm. Examples of such wavelength regions are seen to be from 610 to 660 nm, from 910 to 980 nm and
from 990 to 1080 nm.
EXAMPLE IV AND V
FIGS. 10 and 11 illustrate optimum center wavelengths for use in the normalized second derivative algorithm described above. FIG. 10 is a plot of correlation coefficient versus wavelength which shows that a suitable numerator center frequency is
approximately 1020 nm, wherein in the above normalized second derivative algorithm, K.sub.0 =205,856, K.sub.1 =356.457, "gap" A-B and B-C=to 53 nm, wavelength E: 850 nm, "gap" D-E and E-F=to 68 nm and standard deviation=20.44 (47 samples). FIG. 11 shows
that a denominator center frequency of about 850 nm is suitable, wherein K.sub.0, K.sub.1, "gap" A-B and B-C, "gap" D-E and E-F, standard deviation, and sample size are as in FIG. 10, and wherein wavelength B is 1020 nm.
The accuracy of this preferred near-IR transmission embodiments shown in FIGS. 2A and 2B can be further improved by altering the algorithm to include finger thickness as a parameter. According to Lambert's law, energy absorption is approximately
proportional to the square of the thickness of the object. The thickness of the test subject's finger can be quantified by installing a potentiometer 140 between the flanges of the probe 100 as seen in FIGS. 2A and 2B. The output of the potentiometer,
which is in electrical connection with the data processing circuitry, is indicative of finger thickness. A non-linear potentiometer can approximate the T.sup.2 value via its output alone so that a separate squaring calculation step is not necessarily
required.
Selection of suitable combinations of measurement wavelengths can take into account the identification and removal of possible interfering absorptions, such as due to water. FIG. 12 illustrates that water is one of the strongest absorbers of
near-IR energy. The effect of this inherent strong absorption is magnified by the very high water content in the human body (i.e., approximately 60% for the average person). Thus, measurements in the near-infrared must be performed with care to avoid
being distorted due to slight changes in body water caused by either dehydration (e.g., perspiration) or due to excessive intake of fluids.
This care is particularly critical when trying to measure blood glucose. This is because of the extremely low concentration of glucose level in the blood (average of approximately 100 milligrams per deciliter).
The wavelength search studies discussed above illustrate that where the mid-wavelength between the two measurement wavelengths would be approximately at the center of a water "dead band" (i.e., minimal interference due to water), good measurement
has been provided (See FIG. 7). The reasons for this is that these two measurement wavelengths straddle the water "dead band", and thereb | | |
