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 having an in vivo portion and an ex vivo portion;
a memory storing calibration information derived at least in part from an empirically derived relationship between in vitro sensitivity and in vivo sensitivity for the transcutaneous electrochemical glucose sensor; and
a processor configured to calibrate data generated by the transcutaneous electrochemical glucose sensor using the stored calibration information without reliance on any reference glucose measurements made after insertion of the in vivo portion of the transcutaneous electrochemical glucose sensor.
2. The glucose monitoring system of claim 1 , wherein the ex vivo portion of the transcutaneous electrochemical glucose sensor is in electrical communication with the processor.
3. The glucose monitoring system of claim 1 , wherein the empirically derived relationship between in vitro sensitivity and in vivo sensitivity is based at least in part on clinical trials.
4. The glucose monitoring system of claim 1 , wherein the calibration of the generated data relies at least in part on an in vitro sensitivity associated with the transcutaneous electrochemical glucose sensor, wherein the in vitro sensitivity is based at least in part on a comparison of a signal response of a plurality of transcutaneous electrochemical glucose sensors to a set of known glucose concentrations.
5. A method for calibrating data from a transcutaneous electrochemical glucose sensor, the method comprising:
receiving sensor data from the transcutaneous electrochemical glucose sensor after at least a portion of the transcutaneous electrochemical glucose sensor is inserted in a host, wherein the sensor data is indicative of a glucose concentration in the host; and
calibrating, using a processor, the sensor data received from the transcutaneous electrochemical glucose sensor,
wherein the calibrating comprises retrieving and using calibration information derived at least in part from each of in vitro testing, in vivo testing, and a relationship between in vitro sensitivity and in vivo sensitivity derived therefrom; and,
wherein the calibrating comprises not using reference glucose concentration values obtained after insertion of the at least a portion of the transcutaneous electrochemical glucose sensor into a host.
6. The method of claim 5 , wherein the relationship between in vitro sensitivity and in vivo sensitivity has been derived at least in part through an empirical process.
7. The method of claim 6 , wherein the empirical process relies on data obtained from clinical trials involving a plurality of transcutaneous electrochemical glucose sensors.
8. The method of claim 6 , wherein the empirical process involves calculating the in vivo sensitivity for each of the plurality of transcutaneous electrochemical glucose sensors.
9. A glucose monitoring system comprising:
a transcutaneous electrochemical glucose sensor having an in vivo portion and an ex vivo portion;
a memory storing calibration information derived at least in part from an empirically derived relationship between in vitro sensitivity and in vivo sensitivity for the transcutaneous electrochemical glucose sensor; and
an electronics unit configured to provide calibrated glucose information, wherein the electronics unit has been programmed to calibrate data generated by the transcutaneous electrochemical glucose sensor using the stored calibration information without reliance on any reference glucose measurements made after insertion of the in vivo portion of the transcutaneous electrochemical glucose sensor into a host.
10. The glucose monitoring system of claim 9 , wherein the ex vivo portion of the transcutaneous electrochemical glucose sensor is in electrical communication with the processor.
11. The glucose monitoring system of claim 9 , wherein the empirically derived relationship between in vitro sensitivity and in vivo sensitivity is based at least in part on clinical trials.
12. The glucose monitoring system of claim 9 , wherein the calibration of the data relies at least in part on an in vitro sensitivity associated with the transcutaneous electrochemical glucose sensor, wherein the in vitro sensitivity is based at least in part on a comparison of a signal response of a plurality of transcutaneous electrochemical glucose sensors to a set of known glucose concentrations.
13. A glucose monitoring device comprising:
a memory storing calibration information for a transcutaneous electrochemical glucose sensor, wherein the calibration information is derived at least in part from an empirically derived relationship between in vitro sensitivity and in vivo sensitivity;
a processor generating calibrated glucose information, wherein the calibrated glucose information is based at least in part on applying the stored calibration information to data generated by the transcutaneous electrochemical glucose sensor, without reliance on any reference glucose measurements made after insertion of an in vivo portion of the transcutaneous electrochemical glucose sensor into a host; and
a display providing the calibrated glucose information to a user.