SYSTEM AND METHOD FOR SWITCHING BETWEEN CLOSED LOOP AND OPEN LOOP CONTROL OF AN AMBULATORY INFUSION PUMP
20230233763 · 2023-07-27
Inventors
Cpc classification
A61M5/1723
HUMAN NECESSITIES
A61M5/14244
HUMAN NECESSITIES
A61M2205/3569
HUMAN NECESSITIES
A61M2230/005
HUMAN NECESSITIES
A61M2205/3592
HUMAN NECESSITIES
A61M2205/52
HUMAN NECESSITIES
A61M2205/3553
HUMAN NECESSITIES
International classification
Abstract
An infusion pump system providing therapy to a patient in a closed-loop or semi-closed loop mode can safely automatically revert to open-loop therapy. The system stores a default open-loop basal rate profile in memory. The system also continually tracks the insulin on board for the patient over a plurality of closed-loop therapy intervals. When an error or event occurs requiring reversion to open-loop therapy, the system automatically provides therapy according to the open-loop basal rate profile and the tracked insulin on board amount.
Claims
1-20. (canceled)
21. A method of providing diabetes therapy to a patient, comprising: delivering medicament to the patient with an infusion pump in a closed-loop mode in which therapy parameters are automatically determined and medicament is automatically delivered according to the therapy parameters based at least in part on information from a continuous glucose monitoring system; tracking an amount of insulin on board in the patient during the closed-loop mode; determining that the closed-loop mode should be terminated; and causing the infusion pump to begin to deliver the medicament to the patient in amounts according to an open-loop basal rate profile and the amount of insulin on board in the patient in response to termination of the closed-loop mode.
22. The method of claim 21, wherein determining that the closed-loop mode should be terminated includes detecting an event that requires termination of the closed-loop mode.
23. The method of claim 22, wherein the event is an error relating to the continuous glucose monitoring system.
24. The method of claim 23, wherein detecting that the error has occurred includes detecting an error selected from the set consisting of: a calibration error of a sensor of the continuous glucose monitoring system, a failure to calibrate the sensor within a calibration time interval, a failure of the sensor, an expiration of the sensor, a loss of signal between the sensor and the continuous glucose monitoring system, a loss of signal with sensor, and a loss of signal with the continuous glucose monitoring system.
25. The method of claim 21, further comprising determining the therapy parameters for the closed-loop mode.
26. The method of claim 21, further comprising receiving the therapy parameters for the closed-loop mode from a separate device.
27. The method of claim 21, further comprising receiving the information from the continuous glucose monitoring system directly from a sensor of the continuous glucose monitoring system.
28. The method of claim 21, further comprising receiving the information from the continuous glucose monitoring system from a continuous glucose monitor receiver of the continuous glucose monitoring system.
29. The method of claim 21, further comprising calculating the amount of insulin on board based on a difference between an amount of insulin delivered to the patient over a time interval during the closed-loop mode and an amount of insulin in the open-loop basal rate profile over the time interval.
30. A method of providing diabetes therapy to a patient, comprising: receiving information from a continuous glucose monitoring system; causing an infusion pump to automatically deliver medicament to the patient based on therapy parameters automatically determined based at least in part on the information from the continuous glucose monitoring system; tracking an amount of insulin on board in the patient while automatically delivering the medicament based on the therapy parameters; determining that the infusion pump should cease automatically delivering the medicament based on the therapy parameters automatically determined based on the information from the continuous glucose monitoring system; and delivering the medicament in amounts according to an open-loop basal rate profile and the amount of insulin on board in the patient in response to determining that the infusion pump should cease automatically delivering the medicament based on the therapy parameters automatically determined based on the information from the continuous glucose monitoring system.
31. The method of claim 30, wherein determining that the infusion pump should cease automatically delivering the medicament based on the therapy parameters automatically determined based on the information from the continuous glucose monitoring system includes detecting an event that requires the infusion pump to cease the automatic delivery.
32. The method of claim 31, wherein the event is an error relating to the continuous glucose monitoring system.
33. The method of claim 32, wherein the error is selected from the set consisting of: a calibration error of a sensor of the continuous glucose monitoring system, a failure to calibrate the sensor within a calibration time interval, a failure of the sensor, an expiration of the sensor, a loss of signal with the sensor and a loss of signal with the continuous glucose monitoring system.
34. The method of claim 30, further comprising determining the therapy parameters.
35. The method of claim 30, further comprising receiving the therapy parameters from a separate device.
36. The method of claim 30, wherein receiving the information from the continuous glucose monitoring system includes receiving the information directly from a sensor of the continuous glucose monitoring system.
37. The method of claim 30, wherein receiving the information from the continuous glucose monitoring system includes receiving the information from a continuous glucose monitor receiver of the continuous glucose monitoring system.
38. The method of claim 30, further comprising calculating the amount of insulin on board based on a difference between an amount of insulin delivered to the patient over a time interval when medicament is automatically delivered according to the therapy parameters and an amount of insulin in the open-loop basal rate profile over the time interval.
39. A method of providing diabetes therapy to a patient, comprising: causing an infusion pump to deliver medicament to the patient in a closed-loop mode in which therapy parameters are automatically determined and medicament is automatically delivered according to the therapy parameters based on estimated blood glucose levels; tracking an amount of insulin on board in the patient during the closed-loop mode; determining that the closed-loop mode should be exited; and causing the infusion pump to begin to deliver the medicament to the patient in amounts according to an open-loop basal rate profile and the amount of insulin on board in the patient in response to determining that the closed-loop mode should be exited.
40. The method of claim 39, further comprising calculating the amount of insulin on board based on a difference between an amount of insulin delivered to the patient over a time interval when medicament is automatically delivered according to the therapy parameters and an amount of insulin in the open-loop basal rate profile over the time interval.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0016] The invention may be more completely understood in consideration of the following detailed description of various embodiments of the invention in connection with the accompanying drawings, in which:
[0017]
[0018]
[0019]
[0020]
[0021]
[0022]
[0023] While the invention is amenable to various modifications and alternative forms, specifics thereof have been shown by way of example in the drawings and will be described in detail. It should be understood, however, that the intention is not to limit the invention to the particular embodiments described. On the contrary, the intention is to cover all modifications, equivalents, and alternatives falling within the spirit and scope of the invention.
DETAILED DESCRIPTION OF THE INVENTION
[0024] The following detailed description should be read with reference to the drawings in which similar elements in different drawings are numbered the same. The drawings, which are not necessarily to scale, depict illustrative embodiments and are not intended to limit the scope of the invention.
[0025]
[0026] Such one or more other display devices may be configured to be used in place of output/display 44 or to work in connection with output/display 44 such that information may be repeated in exact or similar fashion between output/display 44 and one or more other displays, such that different information may be repeated between/among output/display 44 and one or more other display devices, or such that information is presented solely on one or more other display devices. Such one or more other display devices may also include the capability to allow a user to input information and/or commands for operation of the infusion pump, such as, e.g., via a touchscreen, microphone, keyboard or other input devices as are known in the art.
[0027] In one embodiment, the medical device can be a portable insulin pump configured to deliver insulin to a patient. Further details regarding such pump devices can be found in U.S. Pat. No. 8,287,495, which is incorporated herein by reference in its entirety. In other embodiments, the medical device can be an infusion pump configured to deliver one or more additional or other medicaments to a patient. In a further embodiment, the medical device can be a glucose meter such as a BGM or CGM. Further detail regarding such systems and definitions of related terms can be found in, e.g., U.S. Pat. Nos. 8,311,749, 7,711,402 and 7,497,827, each of which is hereby incorporated by reference herein in its entirety. In other embodiments, the medical device can monitor other physiological parameters of a patient.
[0028]
[0029] Referring to
[0030] Pump 12 can interface directly or indirectly (via, e.g., a smartphone or other device) with a glucose meter, such as a blood glucose meter (BGM) or a continuous glucose monitor (CGM); the latter category of which provides a substantially continuous estimated blood glucose level through a transcutaneous sensor that estimates blood analyte levels, such as blood glucose levels, via interrogation of the patient's interstitial fluid rather than the patient's blood. Referring to
[0031] In one embodiment of a pump-CGM system, part of the CGM system 100 is incorporated into the housing of the pump 12 such that the processor 42 of the pump 12 is adapted to receive the data directly from the sensor 102 through a wired or wireless link and process and display the data on the pump display 44. In another embodiment, the CGM 100 is a separate device that communicates with the pump 12 processor 42 through a wired or wireless link to transmit processed CGM data to the pump 12 for display on the pump display 44. In further embodiments, the CGM system can transmit data to an intermediary device, such as, for example, a smartphone or dedicated remote controller that can then communicate the data to the pump.
[0032] In an embodiment of a pump-CGM system having a pump 12 that communicates with a CGM and that integrates CGM data and pump data as described herein, the CGM can automatically transmit the glucose data to the pump. The pump can then automatically determine therapy parameters and deliver medicament based on the data. For example, if the CGM data indicates that the user's blood glucose level is over a high blood glucose threshold level stored in memory, the pump can automatically calculate and deliver an insulin bolus amount and/or an increase to a user's basal rate to bring the user's blood glucose level below the threshold and/or to a target value. As with other parameters related to therapy, such thresholds and target values can be stored in memory located in the pump or, if not located in the pump, stored in a separate location and accessible by the pump processor (e.g., “cloud” storage, a smartphone, a CGM, a dedicated controller, a computer, etc., any of which is accessible via a network connection). The pump processor can periodically and/or continually execute instructions for a checking function that accesses these data in memory, compares them with data received from the CGM and acts accordingly to adjust therapy. In further embodiments, rather than the pump determining the therapy parameters, the parameters can be determined by a separate device and transmitted to the pump for execution. In such embodiments, a separate device such as the CGM or a device in communication with the CGM, such as, for example, a smartphone, dedicated controller, electronic tablet, computer, etc. can include a processor programmed to calculate therapy parameters based on the CGM data that then instruct the pump to provide therapy according to the calculated parameters.
[0033] In one embodiment, such an automatic pump-CGM system for insulin delivery is referred to as an artificial pancreas system that provides closed-loop therapy to the patient to approximate or even mimic the natural functions of a healthy pancreas. In such a system, insulin doses are calculated based on the CGM readings (that may or may not be automatically transmitted to the pump) and are automatically delivered to the patient at least in part based on the CGM reading(s). For example, if the CGM indicates that the user has a high blood glucose level or hyperglycemia, the system can automatically calculate an insulin dose necessary to reduce the user's blood glucose level below a threshold level or to a target level and automatically deliver the dose. Alternatively, the system can automatically suggest a change in therapy upon receiving the CGM data such as an increased insulin basal rate or delivery of a bolus, but can require the user to accept the suggested change prior to delivery rather than automatically delivering the therapy adjustments.
[0034] If the CGM data indicates that the user has a low blood glucose level or hypoglycemia, the system can, for example, automatically reduce a basal rate, suggest to the user to reduce a basal rate, automatically deliver or suggest that the user initiate the delivery of an amount of a substance such as, e.g., a hormone (glucagon) to raise the concentration of glucose in the blood, automatically suggest that the user, e.g., ingest carbohydrates and/or take other actions and/or make other suggestions as may be appropriate to address the hypoglycemic condition, singly or in any desired combination or sequence. Such determination can be made by the infusion pump providing therapy or by a separate device that transmits therapy parameters to the infusion pump. In some embodiments, multiple medicaments can be employed in such a system as, for example, a first medicament, e.g., insulin, that lowers blood glucose levels and a second medicament, e.g., glucagon, that raises blood glucose levels.
[0035] Because such artificial pancreas systems that incorporate CGM data automatically to adjust insulin therapy in a closed-loop fashion rely on the CGM data to be sufficiently accurate, it may be desirable to implement various features to, e.g., ensure the safety of the patient. Embodiments of the present invention therefore incorporate a temporary suspend feature for artificial pancreas and any other systems that provide closed-loop or semi-closed-loop therapy in which CGM data is relied upon, in whole or in part, automatically to determine dosing information. Semi-closed-loop therapy can include systems that provide some functions on an automatic, closed-loop basis and other functions on a manual or open-loop basis. For example, a system could automatically adjust basal delivery in a closed-loop mode as discussed above while still providing for manual administration of boluses. A system such as that described previously (that automatically suggests a change in therapy upon receiving CGM data such as an increased insulin basal rate or delivery of a bolus, but that requires the user to accept the suggested change prior to delivery rather than automatically delivering the therapy adjustments) could also be considered as providing semi-closed-loop therapy.
[0036] During operation of pump 12 in closed-loop mode, it may be desirable to revert to a conventional open-loop delivery mode under certain circumstances. Such circumstances may include, for example, a calibration error with sensor 102, a failure of sensor 102, a loss of signal between sensor 102 and glucose monitoring system 100, a loss of signal between glucose monitoring system 100 and pump 12, a failure of a user to replace a CGM sensor within the recommended expiration period (e.g., a number of days) such that the CGM sensor has lost adequate accuracy, a failure to calibrate a sensor properly, a failure to calibrate a sensor within a time interval, including a manufacturer's recommended time interval, or any other errors which may affect the accuracy of insulin delivery and/or patient safety.
[0037] In order for pump 12 safely to revert to open-loop operation mode, a basal rate profile for the patient should be known and the amount of insulin on board (JOB) in the patient at the time of transition between closed-loop and open-loop should be known. Pump 12 therefore includes a default open-loop basal rate profile 202, optionally stored within memory device 30 or optionally stored elsewhere and accessible by pump 12. In one embodiment, default open-loop basal rate profile 202 is programmed into pump 12 prior to patient use. Optionally, the open-loop basal rate profile may be updated during pump operation, such as at the conclusion of an operating interval 230 as described more fully below, to create an updated open-loop basal rate profile 203.
[0038] To determine the amount of IOB during closed-loop operation, pump 12, or other device monitoring the therapy, may continually track the amount of insulin delivered 210 over a period of time, such as an interval 230. Interval 230 may comprise a period of time such as hourly, daily, weekly, or other. In one embodiment, an amount of IOB 220 is calculated by comparing the amount of insulin delivered 210 over interval 230 to default open-loop basal rate profile 202. In another embodiment, the amount of IOB 220 is calculated by comparing the amount of insulin delivered 210 over interval 230 to an updated open-loop basal rate profile 203. In either embodiment, IOB 220 represents the difference between the amount of insulin actually delivered to the patient and a default basal rate. In various embodiments, the system can continually track IOB during closed-loop and/or open-loop operation, that is, repeatedly but with breaks/intervals in between where IOB is not tracked, or can continuously track IOB during closed-loop and/or open-loop operation, that is, constant tracking throughout system operation without interruption.
[0039] Optionally, the calculation of IOB 220 may take into account an IOB from one or more previous intervals. For example, if at the beginning of an interval 230, the patient already has a positive IOB value, that value will decrease over interval 230 according to known insulin pharmacokinetic models. The calculated decay of insulin already within the patient over interval 230 may be added to the IOB 220 determined as described above.
[0040] In embodiments utilizing updated open-loop basal rate profile 203, pump processor or other device may update profile 203 at the conclusion of an interval 230 as needed. For example, if IOB 220 is outside of a predetermined acceptable range, pump 12 may set updated open-loop basal rate profile 203 to correspond to the amount of insulin delivered 210 over the previous interval 230. In another embodiment, pump 12 may compare profile 203, amount of insulin delivered 210 and/or IOB 220 to determine and set a new updated open-loop basal rate profile 203. In some embodiments, when the actual basal insulin delivered 210 is less than the open-loop basal rate profile 203, the IOB 220 calculated during the interval 230 is not used to update the profile 203, or, alternatively, may be used as a negative contribution to reduce the open-loop basal rate profile 203.
[0041] During operation of pump 12 in closed-loop mode, upon occurrence of an event that requires reversion to open-loop mode to maintain patient safety, one of basal rate profiles 202 or 203 may be used along with IOB 220 to easily and safely transition to open-loop operation. Although primarily described herein as pump 12 processor 42 receiving CGM data, calculating therapy parameters, tracking JOB, storing and updating open-loop basal profiles, determining whether therapy should revert to open-loop, etc., in various embodiments a processor of any other device operated as a part of an infusion pump system could provide some or all of these functions. Examples of such devices include for example, a CGM, a smartphone, a dedicated remote controller, an electronic tablet, a computer, etc.
[0042] Referring now to
[0043] Referring now to
[0044] Although embodiments described herein may be discussed in the context of the controlled delivery of insulin, delivery of other medicaments, singly or in combination with one another or with insulin, including, for example, glucagon, pramlintide, etc., as well as other applications are also contemplated. Device and method embodiments discussed herein may be used for pain medication, chemotherapy, iron chelation, immunoglobulin treatment, dextrose or saline IV delivery, treatment of various conditions including, e.g., pulmonary hypertension, or any other suitable indication or application. Non-medical applications are also contemplated.
[0045] With regard to the above detailed description, like reference numerals used therein may refer to like elements that may have the same or similar dimensions, materials, and configurations. While particular forms of embodiments have been illustrated and described, it will be apparent that various modifications can be made without departing from the spirit and scope of the embodiments herein. Accordingly, it is not intended that the invention be limited by the forgoing detailed description.
[0046] The entirety of each patent, patent application, publication, and document referenced herein is hereby incorporated by reference. Citation of the above patents, patent applications, publications and documents is not an admission that any of the foregoing is pertinent prior art, nor does it constitute any admission as to the contents or date of these documents.
[0047] Also incorporated herein by reference in their entirety are commonly owned U.S. Pat. Nos. 8,287,495; 8,408,421 8,448,824; 8,573,027; 8,650,937; 8,986,523; 9,173,998; 9,180,242; 9,180,243; 9,238,100; 9,242,043; 9,335,910; 9,381,297; 9,421,329; 9,486,171; 9,486,571; 9,492,608; and 9,503,526 commonly owned U.S. Patent Publication Nos. 2009/0287180; 2012/0123230; 2013/0053816; 2013/0324928; 2013/0332874; 2014/0276419; 2014/0276420; 2014/0276423; 2014/0276531; 2014/0276553; 2014/0276556 2014/0276569; 2014/0276570; 2014/0378898; 2015/0073337; 2015/0072613; 2015/0182693; 2015/0182695; 2016/0030669; 2016/0082188; and 2016/0339172 and commonly owned U.S. patent application Ser. Nos. 14/707,851; 15/241,257 and 15/354,495 and commonly owned U.S. Provisional Application Ser. Nos. 61/911,576; 61/920,902; 61/920,914; 61/920,940; 62/139,275; 62/272,255; 62/300,410; 62/352,164; 62/365,167; and 62/394,806.
[0048] Further incorporated by reference herein in their entirety are U.S. Pat. Nos. 8,601,465; 8,502,662; 8,452,953; 8,451,230; 8,449,523; 8,444,595; 8,343,092; 8,285,328; 8,126,728; 8,117,481; 8,095,123; 7,999,674; 7,819,843; 7,782,192; 7,109,878; 6,997,920; 6,979,326; 6,936,029; 6,872,200; 6,813,519; 6,641,533; 6,554,798; 6,551,276; 6,295,506; and 5,665,065.
[0049] Modifications may be made to the foregoing embodiments without departing from the basic aspects of the technology. Although the technology may have been described in substantial detail with reference to one or more specific embodiments, changes may be made to the embodiments specifically disclosed in this application, yet these modifications and improvements are within the scope and spirit of the technology. The technology illustratively described herein may suitably be practiced in the absence of any element(s) not specifically disclosed herein. The terms and expressions which have been employed are used as terms of description and not of limitation and use of such terms and expressions do not exclude any equivalents of the features shown and described or portions thereof and various modifications are possible within the scope of the technology claimed. Although the present technology has been specifically disclosed by representative embodiments and optional features, modification and variation of the concepts herein disclosed may be made, and such modifications and variations may be considered within the scope of this technology.