System and methods for processing analyte sensor data for sensor calibration
Systems and methods for processing sensor analyte data are disclosed, including initiating calibration, updating calibration, evaluating clinical acceptability of reference and sensor analyte data, and evaluating the quality of sensor calibration. The sensor can be calibrated using a calibration set of one or more matched sensor and reference analyte data pairs. Reference data resulting from benchtop testing an analyte sensor prior to its insertion can be used to provide initial calibration of the sensor data. Reference data from a short term continuous analyte sensor implanted in a user can be used to initially calibrate or update sensor data from a long term continuous analyte sensor.
1. A glucose monitoring system comprising:
a transcutaneous electrochemical glucose sensor comprising:
an in vivo portion configured to be inserted into a body of a host, wherein the in vivo portion comprises a membrane; and
an ex vivo portion configured to remain outside of the body of the host; and
a processor programmed to calibrate sensor data based at least in part on prior calibration information generated before insertion of the transcutaneous electrochemical glucose sensor in the host, wherein the sensor data is associated with a glucose concentration of the host, wherein the prior calibration information comprises prior sensitivity information associated with the transcutaneous electrochemical glucose sensor, and wherein the processor is programmed to calibrate the sensor data without a need for a reference glucose concentration measurement obtained after insertion of the in vivo portion of the transcutaneous electrochemical glucose sensor.
2. The system of claim 1 , wherein the prior sensitivity information is derived at least in part from in vivo testing of other transcutaneous electrochemical glucose sensors.
3. The system of claim 1 , wherein the prior sensitivity information is derived at least in part from in vitro testing of other transcutaneous electrochemical glucose sensors.
4. The system of claim 1 , wherein the processor is programmed to calibrate the sensor data based at least in part on a conversion function comprising a sensitivity value, and wherein the processor is programmed to validate the conversion function based at least in part on the prior sensitivity information associated with the transcutaneous electrochemical glucose sensor.
5. The system of claim 4 , wherein the processor is programmed to detect an error if the validation fails.
6. The system of claim 5 , wherein the processor is programmed to modify information conveyed to the host on a display if the validation fails.
7. The system of claim 4 , wherein the processor is programmed to modify information conveyed to the host on a display if the validation fails.
8. The system of claim 4 , wherein the conversion function is used to predict glucose values at future points in time.
9. The system of claim 1 , further comprising:
sensor electronics configured to operably connect to the transcutaneous electrochemical glucose sensor; and
a receiver comprising a display, wherein the display is configured to display sensor information.
10. The system of claim 9 , wherein the processor is incorporated in the receiver.
11. The system of claim 9 , wherein the processor is incorporated in the sensor electronics.
12. The system of claim 1 , wherein the prior sensitivity information is based at least in part on a sensitivity distribution information associated with a sensor sensitivity, wherein the distribution information is determined prior to sensor insertion in the host.
13. The system of claim 12 , wherein the distribution information is associated with a joint probability distribution.
14. The system of claim 12 , wherein the distribution information is associated with a most probable sensitivity.
15. The system of claim 1 , wherein the reference glucose concentration measurement is a finger stick blood sample obtained from the host after insertion of the in vivo portion of the transcutaneous electrochemical glucose sensor in the host.
16. The system of claim 1 , wherein the processor is programmed to determine a conversion function and to update, during sensor use, the conversion function to account for one or more parameters that affect sensor sensitivity, wherein the updating is performed without requiring use of a finger prick method.
17. The system of claim 16 , wherein the one or more parameters comprises temperature.
18. The system of claim 16 , wherein the processor is programmed to calibrate the sensor data without information derived from an in vitro sensitivity testing of the transcutaneous electrochemical glucose sensor using a reference analyte solution.
19. A glucose monitoring system comprising:
a transcutaneous electrochemical glucose sensor comprising:
an in vivo portion configured to be inserted into a body of a host; and
an ex vivo portion configured to remain outside of the body of the host; and
a processor programmed to calibrate sensor data based at least in part on prior calibration information generated before use of the transcutaneous electrochemical glucose sensor to display glucose data, wherein the sensor data is associated with a glucose concentration of the host, wherein the prior calibration information comprises prior sensitivity information and drift information associated with the transcutaneous electrochemical glucose sensor, and wherein the processor is programmed to calibrate the sensor data without a need for a reference glucose concentration measurement obtained after insertion of the in vivo portion of the transcutaneous electrochemical glucose sensor.
20. The system of claim 19 , wherein the prior sensitivity information is based at least in part on in vitro testing of the transcutaneous electrochemical glucose sensor using a reference glucose solution.
21. The system of claim 19 , wherein the prior sensitivity information is based at least in part on in vitro testing of other transcutaneous electrochemical glucose sensors and not based on in vitro testing of the transcutaneous electrochemical glucose sensor using a reference glucose solution.
22. The system of claim 19 wherein the drift information is associated with a drift in sensor signal over time.
23. The system of claim 22 wherein the drift in sensor signal over time is associated with a change in sensor sensitivity to glucose over time.
24. The system of claim 19 wherein the drift information is associated with a change in baseline over time.
25. The system of claim 19 wherein the drift information is associated with a change in sensor sensitivity to glucose over time.