Transcutaneous analyte sensors and monitors, calibration thereof, and associated methods
Systems and methods are provided to calibrate an analyte concentration sensor within a biological system, generally using only a signal from the analyte concentration sensor. For example, at a steady state, the analyte concentration value within the biological system is known, and the same may provide a source for calibration. Similar techniques may be employed with slow-moving averages. Variations are disclosed.
1. A method of compensating for drift in a glucose sensor within a biological system using only a signal from the glucose sensor, the method comprising:
measuring glucose concentration values using an indwelling glucose sensor;
determining a first slow-moving average of the measured glucose concentration values over a first period of time, and a first apparent sensitivity of the indwelling glucose sensor based at least in part on the first slow-moving average;
determining, after determining the first slow-moving average, a second slow-moving average of the measured glucose concentration values over a second period of time, and a second apparent sensitivity of the indwelling glucose sensor based at least in part on the second slow moving average;
determining a difference between the first apparent sensitivity and the second apparent sensitivity fails to meet a predetermined criteria; and
performing a recalibration routine to compensate for drift in the glucose sensor based on determining the difference fails to meet the predetermined criteria, wherein the recalibration routine comprises updating a sensitivity value used to determine the glucose concentration values for updating a display of the glucose concentration values to a user with improved accuracy.
2. The method of claim 1 , wherein the predetermined criteria is based on a range of acceptable sensitivity changes with respect to time.
3. The method of claim 2 , wherein the range of acceptable sensitivity changes with respect to time is based at least on sensitivity drift.
4. The method of claim 2 , wherein the range of acceptable sensitivity changes with respect to time comprises known behavior for sensitivity changes over time for a glucose sensor, and wherein the known behavior for sensitivity changes constitutes an envelope of acceptable sensitivity changes with respect to time.
5. The method of claim 1 , wherein determining a difference between the first apparent sensitivity and the second apparent sensitivity fails to meet a predetermined criteria indicates a change in apparent sensitivity between the first slow-moving average and the second slow-moving average is not due to sensitivity drift.
6. The method of claim 1 , wherein the recalibration routine comprises determining an actual sensitivity based at least on the difference between the first apparent sensitivity and the second apparent sensitivity or a difference between the first slow moving average and the second slow moving average.
7. The method of claim 6 , wherein determining the actual sensitivity is further based on user-entered data.
8. The method of claim 7 , wherein the user-entered data comprises information indicating a reason for the difference between the first apparent sensitivity and the second apparent sensitivity failing to meet the predetermined criteria.
9. The method of claim 8 , wherein the information comprises meal or exercise information.
10. The method of claim 8 , wherein the information comprises a calibration value.
11. The method of claim 7 , further comprising: prompting a user of the glucose sensor to enter the user-entered data.
12. The method of claim 6 , further comprising determining a reason for the difference between the first apparent sensitivity and the second apparent sensitivity failing to meet a predetermined criteria based at least on user-entered data.
13. A glucose sensor system, comprising:
a glucose sensor; and
a processor programmed to perform operations comprising:
measuring glucose concentration values using the glucose sensor;
determining a first slow-moving average of the measured glucose concentration values over a first period of time, and a first apparent sensitivity of the glucose sensor based at least in part on the first slow-moving average;
determining, after determining the first slow-moving average, a second slow-moving average of the measured glucose concentration values over a second period of time, and a second apparent sensitivity of the glucose sensor based at least in part on the second slow moving average;
determining a difference between the first apparent sensitivity and the second apparent sensitivity fails to meet a predetermined criteria; and
performing a recalibration routine to compensate for drift in the glucose sensor based on determining the difference fails to meet the predetermined criteria, wherein the recalibration routine comprises updating a sensitivity value used to determine the glucose concentration values for updating a display of the glucose concentration values to a user with improved accuracy.
14. The system of claim 13 , wherein the predetermined criteria is based on a range of acceptable sensitivity changes with respect to time.
15. The system of claim 13 , wherein determining a difference between the first apparent sensitivity and the second apparent sensitivity fails to meet a predetermined criteria indicates a change in apparent sensitivity between the first slow-moving average and the second slow-moving average is not due to sensitivity drift.
16. The system of claim 13 , wherein the recalibration routine comprises determining an actual sensitivity based at least on the difference between the first apparent sensitivity and the second apparent sensitivity or a difference between the first slow moving average and the second slow moving average.
17. The system of claim 16 , wherein determining the actual sensitivity is further based on user-entered data comprising information indicating a reason for the difference between the first apparent sensitivity and the second apparent sensitivity failing to meet the predetermined criteria.
18. A processor for a glucose system, the processor being programmed to perform operations comprising:
measuring glucose concentration values using a glucose sensor;
determining a first slow-moving average of the measured glucose concentration values over a first period of time, and a first apparent sensitivity of the glucose sensor based at least in part on the first slow-moving average;
determining, after determining the first slow-moving average, a second slow-moving average of the measured glucose concentration values over a second period of time, and a second apparent sensitivity of the glucose sensor based at least in part on the second slow moving average;
determining a difference between the first apparent sensitivity and the second apparent sensitivity fails to meet a predetermined criteria; and
performing a recalibration routine to compensate for drift in the glucose sensor based on determining the difference fails to meet the predetermined criteria, wherein the recalibration routine comprises updating a sensitivity value used to determine the glucose concentration values for updating a display of the glucose concentration values to a user with improved accuracy.
19. The processor of claim 18 , wherein determining a difference between the first apparent sensitivity and the second apparent sensitivity fails to meet a predetermined criteria indicates a change in apparent sensitivity between the first slow-moving average and the second slow-moving average is not due to sensitivity drift.