TREND BASED ADJUSTMENTS TO INSULIN DOSAGE
Disclosed herein are techniques related to making trend based adjustments to insulin dosage. In some embodiments, the techniques may involve obtaining, based on glucose measurements performed on a person, a glucose value and a glucose rate of change (ROC). An initial insulin amount to deliver to the person is calculated based on this glucose value. However, an adjustment value can be obtained in response to a determination that the glucose value exceeds a glucose threshold, and that the glucose ROC exceeds an ROC threshold. The adjustment value represents an adjustment to be applied to the initial insulin amount when the glucose threshold and the ROC threshold are both exceeded. The adjustment value can be predetermined, based on earlier glucose measurements performed on the person. For instance, the adjustment value and the thresholds can be jointly determined through a computer simulation using a person-specific physiological model.
1 . A system comprising:
one or more processors; and
one or more processor-readable media storing instructions which, when executed by the one or more processors, cause performance of:
obtaining, based on glucose measurements performed on a person, a glucose value and a glucose rate of change (ROC);
calculating an initial insulin amount to deliver to the person based on the glucose value;
determining that the glucose value exceeds a glucose threshold, and that the glucose ROC exceeds an ROC threshold;
obtaining an adjustment value in response to the determination, wherein:
the adjustment value represents an adjustment to be applied to the initial insulin amount when the glucose threshold and the ROC threshold are exceeded, and
the adjustment value was determined based on earlier glucose measurements performed on the person; and
adjusting the initial insulin amount according to the adjustment value.
2 . The system of claim 1 , wherein when executed by the one or more processors, the instructions cause the system to adjust the initial insulin amount through at least one of:
communicating the adjustment value or a corresponding adjusted insulin amount to an insulin delivery device; or
presenting, through an output device, the adjustment value or corresponding adjusted insulin amount to a user.
3 . The system of claim 1 , wherein the adjustment value is a scaling factor multiplied with the initial insulin amount to calculate an adjusted insulin amount.
4 . The system of claim 1 , wherein the glucose threshold is a value specific to the person.
5 . The system of claim 1 , wherein the ROC threshold is a value specific to the person.
6 . The system of claim 1 , wherein the glucose threshold, the ROC threshold, and the adjustment value were determined through a simulation of the person's glucose level under different insulin dosage scenarios, using a physiological model derived from the earlier glucose measurements.
7 . The system of claim 6 , wherein:
the simulation involves identifying different combinations of glucose threshold, ROC threshold, and adjustment value that are associated with increased time spent within a target glucose range relative to delivery of unadjusted insulin doses, and
the glucose threshold, the ROC threshold, and the adjustment value are based on the identified combinations.
8 . The system of claim 1 , wherein the adjustment value is stored in a memory accessible to the one or more processors and in association with the glucose threshold and the ROC threshold, and wherein obtaining the adjustment value comprises retrieving the adjustment value from the memory.
9 . The system of claim 1 , wherein:
the glucose threshold is at least 100 mg/dL and is exceeded when the glucose value rises above the glucose threshold; and
the ROC threshold is a positive value of 0.25 mg/dL per minute or higher and is exceeded when the glucose ROC rises above the ROC threshold.
10 . The system of claim 1 , wherein:
the glucose threshold is at most 150 mg/dL and is exceeded when the glucose value falls below the glucose threshold; and
the ROC threshold is a negative value of-0.25 mg/dL per minute or lower and is exceeded when the glucose ROC falls below the ROC threshold.
11 . A processor-implemented method comprising:
obtaining, based on glucose measurements performed on a person, a glucose value and a glucose rate of change (ROC);
calculating, by one or more processors of a computing device, an initial insulin amount to deliver to the person based on the glucose value;
determining, by the one or more processors, that the glucose value exceeds a glucose threshold, and that the glucose ROC exceeds an ROC threshold;
obtaining an adjustment value in response to the determination, wherein:
the adjustment value represents an adjustment to be applied to the initial insulin amount when the glucose threshold and the ROC threshold are exceeded, and
the adjustment value was determined based on earlier glucose measurements performed on the person; and
adjusting, by the computing device, the initial insulin amount according to the adjustment value.
12 . The processor-implemented method of claim 11 , wherein adjusting the initial insulin amount comprises at least one of:
communicating the adjustment value or a corresponding adjusted insulin amount to an insulin delivery device; or
presenting, through an output device, the adjustment value or corresponding adjusted insulin amount to a user.
13 . The processor-implemented method of claim 11 , wherein the adjustment value is a scaling factor multiplied with the initial insulin amount to calculate an adjusted insulin amount.
14 . The processor-implemented method of claim 11 , wherein the glucose threshold, the ROC threshold, and the adjustment value were determined through a simulation of the person's glucose level under different insulin dosage scenarios, using a physiological model derived from the earlier glucose measurements.
15 . The processor-implemented method of claim 14 , wherein:
the simulation involves identifying different combinations of glucose threshold, ROC threshold, and adjustment value that are associated with increased time spent within a target glucose range relative to delivery of unadjusted insulin doses, and
the glucose threshold, the ROC threshold, and the adjustment value are based on the identified combinations.
16 . The processor-implemented method of claim 11 , wherein the adjustment value is stored in a memory accessible to the one or more processors and in association with the glucose threshold and the ROC threshold, and wherein obtaining the adjustment value comprises retrieving the adjustment value from the memory.
17 . The processor-implemented method of claim 11 , wherein:
the glucose threshold is at least 100 mg/dL and is exceeded when the glucose value rises above the glucose threshold; and
the ROC threshold is a positive value of 0.25 mg/dL per minute or higher and is exceeded when the glucose ROC rises above the ROC threshold.
18 . The processor-implemented method of claim 11 , wherein:
the glucose threshold is at most 150 mg/dL and is exceeded when the glucose value falls below the glucose threshold; and
the ROC threshold is a negative value of-0.25 mg/dL per minute or lower and is exceeded when the glucose ROC falls below the ROC threshold.
19 . One or more processor-readable media storing instructions which, when executed by one or more processors, cause performance of:
obtaining, based on glucose measurements performed on a person, a glucose value and a glucose rate of change (ROC) value;
calculating an initial insulin amount to deliver to the person based on the glucose value;
determining that the glucose value exceeds a glucose threshold, and that the glucose ROC exceeds an ROC threshold;
obtaining an adjustment value in response to the determination, wherein:
the adjustment value represents an adjustment to be applied to the initial insulin amount when the glucose threshold and the ROC threshold are exceeded, and
the adjustment value was determined based on earlier glucose measurements performed on the person; and
adjusting the initial insulin amount according to the adjustment value.
20 . The processor-readable media of claim 19 , wherein:
the glucose threshold, the ROC threshold, and the adjustment value were determined through a simulation of the person's glucose level under different insulin dosage scenarios, using a physiological model derived from the earlier glucose measurements, and
the simulation involves identifying different combinations of glucose threshold, ROC threshold, and adjustment value that are associated with increased time spent within a target glucose range relative to delivery of unadjusted insulin doses.