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 an analyte concentration sensor within a biological system using only a signal from an analyte concentration sensor, comprising:
measuring values of an analyte using an indwelling analyte concentration sensor;
determining a first slow-moving average of the measured values of the analyte over a first period of time, and basing a calibration of the sensor based at least in part on the first slow-moving average;
following the first determining, determining a second slow-moving average of the measured values of the analyte over a second period of time; and
adjusting the calibration of the sensor based at least in part on the difference between the first slow moving average and the second slow moving average.
2 . The method of claim 1 , wherein a duration of the first period of time is greater than about 12 hours.
3 . The method of claim 2 , wherein a duration of the first period of time is greater than about 24 hours.
4 . The method of claim 1 , wherein a duration of the first period of time is the same as a duration of the second period of time.
5 . The method of claim 1 , further comprising:
following the basing the calibration of the sensor based at least in part on the first slow-moving average, displaying a graph or table indicating at least historic values of the analyte concentration as calibrated based at least in part on the first slow-moving average; and
following the adjusting, updating the display of the graph or table indicating at least historic values of the analyte concentration according to the adjusted calibration.
6 . The method of claim 5 , wherein the updating changes the display of the historic values of the analyte concentration.
7 . The method of claim 5 , wherein the displayed graph or table further indicates currently measured values of the analyte concentration.
8 . The method of claim 1 , wherein the basing a calibration of the sensor based at least in part on the first slow-moving average further comprises basing the calibration on a seed value.
9 . The method of claim 8 , wherein the seed value is a value received from a population average or from a prior session.
10 . The method of claim 9 , further comprising, following the adjusting, changing the seed value based at least in part on the adjusting.
11 . The method of claim 10 , further comprising changing the seed value based on the difference between the first slow-moving average and the second slow moving average.
12 . The method of claim 1 , wherein the adjusting the calibration is configured to occur at a time when a sensor reading is substantially stable, or within a predetermined range of readings for a threshold period of time, whereby an occurrence of unexpected jumps in readings is reduced.
13 . An analyte sensor system, comprising:
an indwelling analyte concentration sensor configured to measure values of an analyte and to compensate for drift within a biological system using only a signal from an analyte concentration sensor; and
a processor, wherein the processor is configured to:
determine a first slow-moving average of the measured values of the analyte over a first period of time, and to base a calibration of the sensor at least in part on the first slow-moving average; thereafter
determine a second slow-moving average of the measured values of the analyte over a second period of time; and
adjust the calibration of the indwelling analyte concentration sensor based at least in part on the difference between the first slow moving average and the second slow moving average.
14 . The system of claim 13 , further comprising a display device configured to display a graph or table indicating at least historic values of the analyte concentration as calibrated based at least in part on the first slow-moving average, and to update the display of the graph or table indicating at least historic values of the analyte concentration according to the adjusted calibration.
15 . The system of claim 13 , wherein the calibration is based at least in part on a seed value.
16 . The system of claim 15 , wherein the processor is configured to change the seed value based at least in part on the adjusted calibration.
17 . The system of claim 16 , wherein the processor is configured to change the seed value based on the difference between the first slow-moving average and the second slow moving average.
18 . The system of claim 13 , wherein the processor is configured to adjust the calibration at a time when a sensor reading is substantially stable, or within a predetermined range of readings for a threshold period of time, whereby an occurrence of unexpected jumps in readings is reduced.
19 . An analyte sensor system, comprising:
an indwelling analyte concentration sensor configured to measure values of an analyte and to compensate for drift within a biological system using only a signal from an analyte concentration sensor; and
a processor, wherein the processor is configured to:
determine a first slow-moving average of the measured values of the analyte over a first period of time, and to base a calibration of the sensor at least in part on the first slow-moving average; thereafter
determine a second slow-moving average of the measured values of the analyte over a second period of time; and
adjust the calibration of the indwelling analyte concentration sensor based at least in part on the difference between the first slow moving average and the second slow moving average, wherein the adjusting occurs at a time when a sensor reading is substantially stable, or within a predetermined range of readings for a threshold period of time, whereby an occurrence of unexpected jumps in readings is reduced.
20 . A method of compensating for drift in an analyte concentration sensor within a biological system using only a signal from an analyte concentration sensor, comprising:
measuring values of an analyte using an indwelling analyte concentration sensor;
determining a first slow-moving average of the measured values of the analyte over a first set of periods of time, wherein the first set includes event-based time periods, and basing a calibration of the sensor based at least in part on the first slow-moving average;
following the first determining, determining a second slow-moving average of the measured values of the analyte over a second set of periods of time, wherein the second set includes event-based time periods; and
adjusting the calibration of the sensor based at least in part on the difference between the first slow moving average and the second slow moving average.
21 . The method of claim 20 , wherein the first and second event-based time periods are selected from the group consisting of: a post-prandial time period, a sleeping time period, and a post-breakfast time period.
22 . The method of claim 20 , wherein the adjusting the calibration is configured to occur at a time when a sensor reading is substantially stable, or within a predetermined range of readings for a threshold period of time, whereby an occurrence of unexpected jumps in readings is reduced.
23 . An analyte concentration sensor system, comprising,
an indwelling analyte concentration sensor configured to measure values of an analyte and to compensate for drift within a biological system using only a signal from an analyte concentration sensor; and
a processor, wherein the processor is configured to:
determine a first slow-moving average of the measured values of the analyte over a first set of periods of time, wherein the first set includes event-based time periods, and basing a calibration of the sensor based at least in part on the first slow-moving average; thereafter
determine a second slow-moving average of the measured values of the analyte over a second set of periods of time, wherein the second set includes event-based time periods; and
adjust the calibration of the sensor based at least in part on the difference between the first slow moving average and the second slow moving average.
24 . The system of claim 23 , wherein the first and second event-based time periods are selected from the group consisting of: a post-prandial time period, a sleeping time period, and a post-breakfast time period.
25 . The system of claim 23 , wherein the processor is configured to adjust the calibration at a time when a sensor reading is substantially stable, or within a predetermined range of readings for a threshold period of time, whereby an occurrence of unexpected jumps in readings is reduced.