# US 9,882,660 B2 · Method, system and computer program product for real-time detection of sensitivity decline in analyte sensors > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 9,882,660 B2 - Document ID: US9882660B2 - Status: Granted - Kind: B2 - Application number: 14/266,612 - Filed: 2014-04-30 - Published: 2014-08-28 - Granted: 2018-01-30 - Earliest claimed: 2006-10-26 - Assignees: Abbott Diabetes Care Inc.; University of Virginia Patent Foundation - Applicants: Abbott Diabetes Care Inc.; University of Virginia Patent Foundation - Inventors: Marc D. Breton; Boris P. Kovatchev; Erwin Satrya Budiman; Kenneth J. Doniger - Web page: https://patentgrep.com/patent/US9882660B2 ## CPC - H04B 17/00: Monitoring; Testing (of line transmission systems H04B3/46; arrangements for monitoring or testing transmission systems employing electromagnetic waves other than radio waves H04B10/07) - A61B 5/002: {Monitoring the patient using a local or closed circuit, e.g. in a room or building (A61B5/0017 takes precedence)} - A61B 5/14503: {invasive, e.g. introduced into the body by a catheter or needle or using implanted sensors (A61B5/1459, A61B5/1464, A61B5/1473, A61B5/1482, A61B5/14865 take precedence)} - A61B 5/14532: {for measuring glucose, e.g. by tissue impedance measurement} - A61B 5/14546: {for measuring analytes not otherwise provided for, e.g. ions, cytochromes} - A61B 5/1473: invasive, e.g. introduced into the body by a catheter - A61B 2560/0223: of calibration, e.g. protocols for calibrating sensors - G16H 10/40: for data related to laboratory analysis, e.g. patient specimen analysis - G16H 40/60: for the operation of medical equipment or devices - G16H 40/67: for remote operation - H04B: TRANSMISSION - A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D) - G16H: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA ## Abstract Method, system and computer program product for providing real time detection of analyte sensor sensitivity decline is continuous glucose monitoring systems are provided. ## Claims ### Claim 1 A system for detecting signal attenuation comprising: an analyte sensor for positioning under a skin surface in fluid contact with bodily fluid; and a data processing device comprising a memory, wherein the data processing device is operatively coupled to the analyte sensor, the data processing device configured to receive a first plurality of analyte sensor related signals from the analyte sensor within a first predetermined time period determined within the first 24 hours of analyte sensor positioning under the skin surface, wherein a computer program is stored on the memory such that, when executed, the computer program causes the data processing device: to determine a probability of signal attenuation associated with the analyte sensor based at least in part on the first plurality of analyte sensor related signals, to determine a sensitivity of the analyte sensor based on a second plurality of analyte sensor related signals from the analyte sensor and a reference analyte measurement, the reference analyte measurement comprising a finger stick measurement of a blood analyte level, to determine a sensitivity ratio based on the determined sensitivity of the analyte sensor divided by a nominal sensitivity determined prior to analyte sensor positioning, the nominal sensitivity comprising a sensitivity value of the analyte sensor at the time of manufacture, and to verify a presence of signal attenuation associated with a decline in analyte sensor sensitivity when the determined sensitivity ratio is less than a first predetermined signal attenuation threshold level. ### Claim 2 (depends on 1) The system of claim 1, wherein the computer program, when executed, causes the data processing device to determine one or more characteristics associated with the first plurality of analyte sensor related signals, and to apply a predetermined coefficient to the first plurality of analyte sensor related signals. ### Claim 3 (depends on 1) The system of claim 1, wherein the computer program, when executed, causes the data processing device to generate a second output signal associated with absence of signal attenuation when the determined probability of signal attenuation does not exceed the first predetermined signal attenuation threshold level. ### Claim 4 (depends on 1) The system of claim 1, wherein the computer program, when executed, causes the data processing device to select a signal attenuation threshold level and confirm the presence of signal attenuation based at least in part on a comparison of the determined sensitivity ratio and the selected signal attenuation threshold level. ### Claim 5 (depends on 1) The system of claim 1, wherein the computer program, when executed, causes the data processing device to determine the sensitivity of the analyte sensor as a ratio of the average of the second plurality of analyte sensor related signals and the reference analyte measurement. ### Claim 6 (depends on 1) The system of claim 1, including a user output unit operatively coupled to the data processing device to display an output signal associated with the presence of signal attenuation. ### Claim 7 (depends on 1) The system of claim 1, wherein the second plurality of analyte sensor related signals from the analyte sensor are approximately contemporaneous with the reference analyte measurement. ### Claim 8 (depends on 2) The system of claim 2, wherein the determined one or more characteristics includes one or more of a mean value associated with the first plurality of analyte sensor related signals, a least square slope associated with the first plurality of analyte sensor related signals, a standard deviation associated with the first plurality of analyte sensor related signals, an average elapsed time from positioning the analyte sensor, or a variance about a least squares slope associated with the first plurality of analyte sensor related signals. ### Claim 9 (depends on 4) The system of claim 4, wherein the selected signal attenuation threshold level is associated with the reference analyte measurement. ### Claim 10 (depends on 4) The system of claim 4, wherein the computer program, when executed, causes the data processing device to determine that the sensitivity ratio of the analyte sensor is less than the selected signal attenuation threshold level.