System and method to manage diabetes based on glucose median, glucose variability, and hypoglycemic risk
A system and method provides a glucose report for determining glycemic risk based on an ambulatory glucose profile of glucose data over a time period, a glucose control assessment based on median and variability of glucose, and indicators of high glucose variability. Time of day periods are shown at which glucose levels can be seen. A median glucose goal and a low glucose line provide coupled with glucose variability provide a view into effects that raising or lowering the median goal would have. Likelihood of low glucose, median glucose compared to goal, and variability of glucose below median provide probabilities based on glucose data. Patterns can be seen and provide guidance for treatment.
1. A system for determining insulin titration using glucose central tendency and variability to avoid hyperglycemia, the system comprising:
a nonvolatile memory in which is stored a plurality of glucose data representative of the sensed glucose of a patient over a period of time, the stored glucose data including glucose data from sensed glucose prior to a first insulin titration, glucose data from sensed glucose after the first insulin titration, and glucose data from sensed glucose after a subsequent insulin titration;
a display configured to visually present data;
a processor connected with the nonvolatile memory and the display, the processor programmed to retrieve stored glucose data from the nonvolatile memory, compare glucose data after the first insulin titration to glucose data after the subsequent insulin titration and determine an estimate of insulin titration sensitivity therefrom, and programmed to determine a new insulin titration amount based on the estimate of insulin titration sensitivity, the processor further programmed to control the display to present the new insulin titration amount.
2. A method for determining insulin titration using glucose central tendency and variability to avoid hyperglycemia, the method comprising:
storing a plurality of glucose data representative of the sensed glucose of a patient over a period of time, the stored glucose data including glucose data from sensed glucose prior to a first insulin titration, glucose data from sensed glucose after the first insulin titration, and glucose data from sensed glucose after a subsequent insulin titration;
retrieving, by a processor, stored glucose data from the nonvolatile memory;
comparing, by the processor, glucose data after the first insulin titration to glucose data after the subsequent insulin titration and determining, by the processor, an estimate of insulin titration sensitivity therefrom;
determining, by the processor, a new insulin titration amount based on the estimate of insulin titration sensitivity; and
displaying the new insulin titration amount.
3. The method of claim 2 , further comprising:
determining, by the processor, a metric comprising a central tendency value for the plurality of glucose data over the period of time and a variability value for the plurality of glucose data over the period of time; and
determining, by the processor, a difference between the metric and a hypoglycemia risk boundary,
wherein the new insulin titration amount is based on the estimate of insulin titration sensitivity and the difference.
4. The method of claim 3 , wherein the hypoglycemia risk boundary comprises a plurality of central tendency values associated with a plurality of variability values.
5. The method of claim 4 , wherein the difference is between the central tendency value of the metric and a central tendency value of the hypoglycemia risk boundary.
6. The method of claim 3 , wherein the central tendency value is a median value.
7. The method of claim 3 , wherein the variability value for the plurality of glucose data over the period of time is a variability of a portion of the plurality of glucose data having magnitudes less than the central tendency value for the plurality of glucose data over the period of time.
8. The method of claim 2 , wherein the estimate of insulin titration sensitivity is a change in central tendency of the plurality of glucose data per a change in insulin dose.
9. The method of claim 2 , further comprising:
sensing glucose prior to the first insulin titration;
dosing the patient with insulin associated with the first insulin titration;
sensing glucose after the first insulin titration;
dosing the patient with insulin associated with the subsequent insulin titration; and
sensing glucose after the subsequent insulin titration.
10. The method of claim 9 , further comprising using, by the processor, a safety factor to determine the new insulin titration amount, wherein the new insulin titration amount indicates an increase in dose.
11. The system of claim 1 , wherein the processor is further programmed to:
determine a metric comprising a central tendency value for the plurality of glucose data over the period of time and a variability value for the plurality of glucose data over the period of time; and
determine a difference between the metric and a hypoglycemia risk boundary,
wherein the new insulin titration amount is based on the estimate of insulin titration sensitivity and the difference.
12. The system of claim 11 , wherein the hypoglycemia risk boundary comprises a plurality of central tendency values associated with a plurality of variability values.
13. The system of claim 12 , wherein the difference is between the central tendency value of the metric and a central tendency value of the hypoglycemia risk boundary.
14. The system of claim 11 , wherein the central tendency value is a median value.
15. The system of claim 11 , wherein the variability value for the plurality of glucose data over the period of time is a variability of a portion of the plurality of glucose data having magnitudes less than the central tendency value for the plurality of glucose data over the period of time.
16. The system of claim 1 , wherein the estimate of insulin titration sensitivity is a change in central tendency of the plurality of glucose data per a change in insulin dose.
17. The system of claim 1 , wherein the processor is programmed to use a safety factor to determine the new insulin titration amount, wherein the new insulin titration amount indicates an increase in dose.