SmartAdjust(TM) technology

K232741 · Insulet Corporation · QJI · May 29, 2024 · Clinical Chemistry

Device Facts

Record IDK232741
Device NameSmartAdjust(TM) technology
ApplicantInsulet Corporation
Product CodeQJI · Clinical Chemistry
Decision DateMay 29, 2024
DecisionSESE
Submission TypeTraditional
Regulation21 CFR 862.1356
Device ClassClass 2
AttributesSoftware as a Medical Device, Therapeutic, Pediatric

Intended Use

SmartAdjust™ technology is intended for use with compatible integrated continuous glucose monitors (iCGM) and alternate controller enabled (ACE) pumps to automatically increase, decrease, and pause delivery of insulin based on current and predicted glucose values. SmartAdjust™ technology is intended for the management of type 1 diabetes mellitus in persons 2 years of age and older. SmartAdjust™ technology is intended for single patient use and requires a prescription.

Device Story

SmartAdjust™ technology is a software-only interoperable automated glycemic controller; part of the Omnipod 5 Automated Insulin Delivery System. Inputs: real-time glucose data from compatible iCGM. Processing: algorithm (residing on the Pod) calculates insulin micro-bolus adjustments based on current and predicted glucose values. Outputs: automated insulin delivery commands to the connected ACE Pump. Used in ambulatory settings by patients with type 1 diabetes. The system operates in either 'Automated Mode' (closed-loop) or 'Manual Mode' (open-loop). Healthcare providers use the system to manage glycemic control; patients benefit from automated insulin titration to maintain target glucose ranges (110-150 mg/dL).

Clinical Evidence

No new clinical trials conducted. Evidence consists of dynamic in-silico simulations using virtual subjects derived from pivotal study K203774. Simulations challenged the algorithm with 6,480 scenarios per subject, varying glycemic conditions, meal profiles, and iCGM error models (lag, bias, noise) over 12-hour durations. Endpoints included hypoglycemia risk, hyperglycemia risk, and glycemic outcomes (time in range, above range, below range). Results confirmed the algorithm maintains performance within acceptable safety limits under updated iCGM specifications.

Technological Characteristics

Software-only iAGC; resides on Omnipod 5 ACE Pump and App. Connectivity via Bluetooth Low Energy. Operates as a closed-loop controller for insulin delivery. Complies with ANSI AAMI ISO 14971:2019 (risk management) and ANSI AAMI IEC 62304:2006/A1:2016 (software lifecycle).

Indications for Use

Indicated for management of type 1 diabetes mellitus in persons 2 years of age and older. Contraindicated in patients <2 years old, those requiring <5 units insulin/day, pregnant women, critically ill patients, dialysis patients, and those taking hydroxyurea. Requires adequate hearing/vision for system alerts.

Regulatory Classification

Identification

An interoperable automated glycemic controller is a device intended to automatically calculate drug doses based on inputs such as glucose and other relevant physiological parameters, and to command the delivery of such drug doses from a connected infusion pump. Interoperable automated glycemic controllers are designed to reliably and securely communicate with digitally connected devices to allow drug delivery commands to be sent, received, executed, and confirmed. Interoperable automated glycemic controllers are intended to be used in conjunction with digitally connected devices for the purpose of maintaining glycemic control.

Special Controls

*Classification.* Class II (special controls). The special controls for this device are:(1) Design verification and validation must include: (i) An appropriate, as determined by FDA, clinical implementation strategy, including data demonstrating appropriate, as determined by FDA, clinical performance of the device for its intended use, including all of its indications for use. (A) The clinical data must be representative of the performance of the device in the intended use population and in clinically relevant use scenarios and sufficient to demonstrate appropriate, as determined by FDA, clinical performance of the device for its intended use, including all of its indications for use. (B) For devices indicated for use with multiple therapeutic agents for the same therapeutic effect ( *e.g.,* more than one type of insulin), data demonstrating performance with each product or, alternatively, an appropriate, as determined by FDA, clinical justification for why such data are not needed.(C) When determined to be necessary by FDA, the strategy must include postmarket data collection to confirm safe real-world use and monitor for rare adverse events. (ii) Results obtained through a human factors study that demonstrates that an intended user can safely use the device for its intended use. (iii) A detailed and appropriate, as determined by FDA, strategy to ensure secure and reliable means of data transmission with other intended connected devices. (iv) Specifications that are appropriate, as determined by FDA, for connected devices that shall be eligible to provide input to ( *e.g.,* specification of glucose sensor performance) or accept commands from (*e.g.,* specifications for drug infusion pump performance) the controller, and a detailed strategy for ensuring that connected devices meet these specifications.(v) Specifications for devices responsible for hosting the controller, and a detailed and appropriate, as determined by FDA, strategy for ensuring that the specifications are met by the hosting devices. (vi) Documentation demonstrating that appropriate, as determined by FDA, measures are in place ( *e.g.,* validated device design features) to ensure that safe therapy is maintained when communication with digitally connected devices is interrupted, lost, or re-established after an interruption. Validation testing results must demonstrate that critical events that occur during a loss of communications (*e.g.,* commands, device malfunctions, occlusions, etc.) are handled and logged appropriately during and after the interruption to maintain patient safety.(vii) A detailed plan and procedure for assigning postmarket responsibilities including adverse event reporting, complaint handling, and investigations with the manufacturers of devices that are digitally connected to the controller. (2) Design verification and validation documentation must include appropriate design inputs and design outputs that are essential for the proper functioning of the device that have been documented and include the following: (i) Risk control measures to address device system hazards; (ii) Design decisions related to how the risk control measures impact essential performance; and (iii) A traceability analysis demonstrating that all hazards are adequately controlled and that all controls have been validated in the final device design. (3) The device shall include appropriate, as determined by FDA, and validated interface specifications for digitally connected devices. These interface specifications shall, at a minimum, provide for the following: (i) Secure authentication (pairing) to connected devices; (ii) Secure, accurate, and reliable means of data transmission between the controller and connected devices; (iii) Sharing of necessary state information between the controller and any connected devices ( *e.g.,* battery level, reservoir level, sensor use life, pump status, error conditions);(iv) Ensuring that the controller continues to operate safely when data is received in a manner outside the bounds of the parameters specified; (v) A detailed process and procedures for sharing the controller's interface specification with connected devices and for validating the correct implementation of that protocol; and (vi) A mechanism for updating the controller software, including any software that is required for operation of the controller in a manner that ensures its safety and performance. (4) The device design must ensure that a record of critical events is stored and accessible for an adequate period to allow for auditing of communications between digitally connected devices, and to facilitate the sharing of pertinent information with the responsible parties for those connected devices. Critical events to be stored by the controller must, at a minimum, include: (i) Commands issued by the controller, and associated confirmations the controller receives from digitally connected devices; (ii) Malfunctions of the controller and malfunctions reported to the controller by digitally connected devices ( *e.g.,* infusion pump occlusion, glucose sensor shut down);(iii) Alarms and alerts and associated acknowledgements from the controller as well as those reported to the controller by digitally connected devices; and (iv) Connectivity events ( *e.g.,* establishment or loss of communications).(5) The device must only receive glucose input from devices cleared under § 862.1355 (integrated continuous glucose monitoring system), unless FDA determines an alternate type of glucose input device is designed appropriately to allow the controller to meet the special controls contained within this section. (6) The device must only command drug delivery from devices cleared under § 880.5730 of this chapter (alternate controller enabled infusion pump), unless FDA determines an alternate type of drug infusion pump device is designed appropriately to allow the controller to meet the special controls contained within this section. (7) An appropriate, as determined by FDA, training plan must be established for users and healthcare providers to assure the safety and performance of the device when used. This may include, but not be limited to, training on device contraindications, situations in which the device should not be used, notable differences in device functionality or features compared to similar alternative therapies, and information to help prescribers identify suitable candidate patients, as applicable. (8) The labeling required under § 809.10(b) of this chapter must include: (i) A contraindication for use in pediatric populations except to the extent clinical performance data or other available information demonstrates that it can be safely used in pediatric populations in whole or in part. (ii) A prominent statement identifying any populations for which use of this device has been determined to be unsafe. (iii) A prominent statement identifying by name the therapeutic agents that are compatible with the controller, including their identity and concentration, as appropriate. (iv) The identity of those digitally connected devices with which the controller can be used, including descriptions of the specific system configurations that can be used, per the detailed strategy submitted under paragraph (b)(1)(iii) of this section. (v) A comprehensive description of representative clinical performance in the hands of the intended user, including information specific to use in the pediatric use population, as appropriate. (vi) A comprehensive description of safety of the device, including, for example, the incidence of severe hypoglycemia, diabetic ketoacidosis, and other relevant adverse events observed in a study conducted to satisfy paragraph (b)(1)(i) of this section. (vii) For wireless connection enabled devices, a description of the wireless quality of service required for proper use of the device. (viii) For any controller with hardware components intended for multiple patient reuse, instructions for safely reprocessing the hardware components between uses.

Predicate Devices

Related Devices

Submission Summary (Full Text)

{0} FDA U.S. FOOD &amp; DRUG ADMINISTRATION # 510(k) SUBSTANTIAL EQUIVALENCE DETERMINATION DECISION SUMMARY ## I Background Information: A 510(k) Number K232741 B Applicant Insulet Corporation C Proprietary and Established Names SmartAdjust™ technology D Regulatory Information | Product Code(s) | Classification | Regulation Section | Panel | | --- | --- | --- | --- | | QJI | Class II | 21 CFR 862.1356 - Interoperable Automated Glycemic Controller | CH - Clinical Chemistry | ## E Purpose for Submission: To update the performance specifications for connected integrated continuous glucose monitors (iCGM) in accordance with 21 CFR 862.1356(1)(iv). ## II Intended Use/Indications for Use: A Intended Use(s): See Indications for Use below. B Indication(s) for Use: SmartAdjust™ technology is intended for use with compatible integrated continuous glucose monitors (iCGM) and alternate controller enabled (ACE) pumps to automatically increase, decrease, and pause delivery of insulin based on current and predicted glucose values. SmartAdjust™ technology is intended for the management of type 1 diabetes mellitus in persons 2 years of age and older. SmartAdjust™ technology is intended for single patient use and requires a prescription. Food and Drug Administration 10903 New Hampshire Avenue Silver Spring, MD 20993-0002 www.fda.gov {1} C Special Conditions for Use Statement(s): Rx - For Prescription Use Only - SmartAdjust™ technology should not be used by anyone under the age of 2 years old. - SmartAdjust™ technology should also NOT be used in people who require less than 5 units of insulin per day as the safety of the technology has not been evaluated in this population. - Do not use SmartAdjust™ technology in pregnant women, critically ill patients, and those on dialysis. The safety of the SmartAdjust™ technology has not been evaluated in these populations. - Do not use SmartAdjust™ technology if you are taking hydroxyurea as it could lead to falsely elevated CGM values and result in over-delivery of insulin that can lead to severe hypoglycemia. - Do not use SmartAdjust™ technology if you do NOT have adequate hearing and/or vision to allow recognition of all functions of the Omnipod 5 System, including alerts, alarms, and reminders. - SmartAdjust™ technology used with the Omnipod 5 System is designed to use rapid-acting U-100 insulins. The following U-100 rapid-acting insulin analogs have been tested and found to be safe for use in the Pod: NovoLog® (insulin aspart), Humalog® (insulin lispro), and Admelog® (insulin lispro) for use up to 72 hours (3 days). Before using a different insulin with the Omnipod 5 System, check the insulin drug label and consult your healthcare provider. Refer to the insulin labeling and follow your healthcare provider’s directions for how often to replace the Pod. - SmartAdjust™ technology used with the Omnipod 5 System relies on accurate, current CGM values to determine your insulin needs. Always make sure you are using the CGM per manufacturer's instructions and do not extend the sensor wear beyond the recommended duration. - Do NOT attempt to use the SmartAdjust™ technology with the Omnipod 5 System before you receive training. Inadequate training could put your health and safety at risk. - Device components used with the SmartAdjust™ technology including the pod, CGM transmitter, and CGM sensor must be removed before Magnetic Resonance Imaging (MRI), Computed Tomoraphy (CT) scan, or diathermy treatment. In addition, the SmartAdjust™ Controller and smartphone should be placed outside of the precedence room. Exposure to MRI, CT, or diathermy treatment can damage the components. K232741 - Page 2 of 5 {2} K232741 - Page 3 of 5 ## III Device Description: SmartAdjust™ technology (the Omnipod 5 interoperable automated glycemic controller, or iAGC) is a software-only medical device intended for the management of type 1 diabetes mellitus. The Omnipod 5 iAGC uses data from a connected iCGM along with user-defined parameters to predict future glucose trends and automatically increase, decrease, or pause the delivery of insulin via a compatible alternate controller enabled (ACE) pump. The SmartAdjust™ technology software is part of the Omnipod 5 Automated Insulin Delivery System, which also includes the Omnipod 5 ACE Pump (K203768), Omnipod 5 Bolus Calculator (K203772), and an integrated continuous glucose monitor (iCGM, Dexcom G6, most recently cleared under K201328). The SmartAdjust™ technology is intended to be digitally connected to an iCGM and an ACE Pump. The SmartAdjust™ technology software resides on the Omnipod 5 ACE Pump (the Omnipod 5 Pod and Omnipod 5 App). The iAGC software is responsible for controlling insulin delivery via compatible ACE Pump when the system is in Automated Mode. iCGM data is transmitted from the iCGM to the ACE Pump via Bluetooth Low Energy technology. The SmartAdjust™ Technology uses this transmitted iCGM data in its calculations. The SmartAdjust™ technology can be turned off, and the Omnipod 5 ACE Pump will operate in Manual Mode, which delivers insulin based on healthcare provider (HCP) or user-defined basal programs. The SmartAdjust™ technology has three states of operation: Automated Mode, Automated: Limited, and Activity. In Automated Mode, the system calculates insulin delivery every 5 minutes based on the user-customizable glucose target (110–150 mg/dL). Automated: Limited is enabled when the SmartAdjust™ technology is not receiving data from a connected iCGM for 20 minutes or more and during sensor warm-up. While in Automated: Limited, the user will receive no more than pre-programmed basal insulin. When a valid glucose value is received from the iCGM, the SmartAdjust™ technology will resume delivery of insulin in full Automated Mode. Activity is a temporary mode which the user may select for various time durations during automated mode up to 24 hours. With Activity, the algorithm reduces insulin delivery and sets a temporary glucose target to 150 mg/dL. Activity is intended for use during periods when insulin sensitivity is expected to be higher, such as during exercise. ## IV Substantial Equivalence Information: A Predicate Device Name(s): SmartAdjust™ technology B Predicate 510(k) Number(s): K220394 {3} C Comparison with Predicate(s): | Device & Predicate Device(s): | K232741 | K220394 | | --- | --- | --- | | Device Trade Name | SmartAdjust™ technology | SmartAdjust™ technology | | General Device Characteristic Similarities | | | | Intended Use/Indications For Use | SmartAdjust™ technology is intended for use with compatible integrated continuous glucose monitors (iCGM) and alternate controller enabled (ACE) pumps to automatically increase, decrease, and pause delivery of insulin based on current and predicted glucose values. SmartAdjust™ technology is intended for the management of type 1 diabetes mellitus in persons 2 years of age and older. SmartAdjust™ technology is intended for single patient use and requires a prescription. | Same | | General Device Characteristic Differences | | | | iCGM Performance Specifications per 21 CFR 862.1356(1)(iv) | iCGM performance specifications defined for the sensor lifetime performance and includes specifications. for iCGMs with labeled adjunctive use for periods of up to 12 hours. | iCGM performance specifications defined for the sensor lifetime performance. | V Standards/Guidance Documents Referenced: - ANSI AAMI ISO 14971:2019 – Medical devices – Applications of risk management to medical devices - ANSI AAMI IEC 62304:2006/A1:2016 – Medical device software – Software life cycle processes K232741 - Page 4 of 5 {4} VI Performance Characteristics: A Analytical Performance: The SmartAdjust™ technology is a software-only device, therefore analytical performance characteristics are not applicable. B Other Supportive Instrument Performance Characteristics Data: The updated SmartAdjust™ performance specifications for compatible iCGMs were validated via dynamic in-silico simulations designed to evaluate the glucose control performance of SmartAdjust™ technology in an iCGM error model structure. The in-silico population was distributed by age and total daily insulin requirements that was statistically representative of the intended use population, and included virtual subjects derived as digital twins from subjects in the pivotal clinical study (K203774). Each virtual subject was challenged with 6480 simulation scenarios with varying combinations of virtual glycemic conditions (e.g., iAGC glucose target, starting glucose level, meal profiles, and variation in insulin needs) and iCGM error (e.g., sensing lag, sensor bias, and measurement noise) over a duration of 12 hours to simulate pre-prandial conditions, post prandial glucose excursions and insulin responses of the SmartAdjust™ technology. All simulation results were analyzed for the potential risk of hypoglycemia, potential risk of hyperglycemia, and the glycemic outcomes (time in range, time above range, time below range) when comparing simulated outcomes before and after the change to compatible iCGM performance specifications. The results of the simulations were reviewed and found to be adequate to support the iCGM performance specifications required for the connected continuous glucose monitor in accordance with 21 CFR 862.1356(b)(1)(iv). VII Proposed Labeling: The labeling supports the finding of substantial equivalence for this device. VIII Conclusion: The submitted information in this premarket notification is complete and supports a substantial equivalence decision. K232741 - Page 5 of 5
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