Kinetics of physiological response to activity during activities of daily living

• US 9,730,618 B2
• Filed: 02/10/2011
• Issued: 08/15/2017
• Est. Priority Date: 02/16/2010
• Status: Active Grant

• Current Assignee: Cardiac Pacemakers Incorporated (Boston Scientific Corporation)
• Original Assignee: Cardiac Pacemakers Incorporated (Boston Scientific Corporation)
• Inventors: Beck, Kenneth C., Baker, Lemont, Liu, Kassity Yefei
• Primary Examiner(s): Cheng, Jacqueline
• Assistant Examiner(s): Agahi, Puya
• Application Number:
  US13/024,720
• Publication Number:
  US 20110201943A1
• Time in Patent Office: 2,378 Days
• Field of Search: 600301, 600481, 600483, 600484, 600486, 600529
• CPC Class Codes: A61B 5/0245 by using sensing means generating electric signals, i.e. ECG signals
• CPC Class Codes: A61B 5/0816 Measuring devices for examining respiratory frequency measuring frequency of electric signals G01R23/00
• CPC Class Codes: A61B 5/1118 Determining activity level
• CPC Class Codes: G16H 50/20 for computer-aided diagnosis, e.g. based on medical expert systems
• CPC Class Codes: G16H 50/50 for simulation or modelling of medical disorders

Abstract

A physiological response to activity (PRA) during a subject'"'"'s activities of daily living (ADL) can be used, such as to generate useful diagnostic information about the subject. This can involve using a template, such as an impulse response template. The technique can be used with an implantable or other ambulatory medical monitoring or therapy device, such as a cardiac function management device, or with a local or remote external interface device.

Claims

1. An apparatus comprising:

an activity sensor circuit, configured to receive information indicative of physical activity of a subject during the subject'"'"'s activities of daily living and to generate an activity signal;

a physiological sensor circuit, configured to receive physiological information during the subject'"'"'s activities of daily living and concurrent with the information indicative of physical activity, and to generate an actual physiological response signal different from the activity signal;

a signal processor circuit, configured to receive a template comprising a plurality of data values characterizing a relationship between the information indicative of physical activity and the physiological information, and generate an approximate physiological response signal including performing a mathematical convolution operation of the activity signal with the template, the approximate physiological response signal representative of the actual physiological response signal,

wherein the signal processor circuit is further configured to;

compare information from the approximate physiological response signal, generated using the mathematical convolution, with information from the actual physiological response signal;

when the comparison fails to meet at least one specified criterion, adjust the template and generate a corresponding approximate physiological response signal including performing the mathematical convolution operation of the activity signal with the adjusted template, until the comparison meets the specified criterion;

when the comparison meets the at least one specified criterion, extract from the template at least one characteristic parameter and generate an indicator of kinetics of physiological response to a change in activity (PRA); and

use information from the at least one characteristic parameter to determine a diagnostic indicating a change of cardiac status related to the kinetics of PRA; and

a therapy circuit coupled to the signal processor circuit, the therapy circuit configured to deliver a therapy to the subject based at least on the determined diagnostic.

2. The apparatus of claim 1, wherein the activity sensor circuit includes an accelerometer configured to receive the activity signal including an acceleration signal, and wherein receiving the actual physiological response signal includes receiving at least one of a heart rate or interval signal or a respiration signal.

3. The apparatus of claim 1, wherein the signal processor circuit is configured to generate the approximate physiological response signal including adjusting the template, and iteratively comparing the approximate physiological response signal, generated using the adjusted template, and the actual physiological response signal.

4. The apparatus of claim 1, wherein the signal processor circuit includes a time-to-frequency domain transform circuit, and wherein the signal processor circuit is configured to convolve the activity signal with the template including multiplying a frequency domain representation of the activity signal with a frequency domain representation of an impulse response template.

5. The apparatus of claim 1, wherein the signal processor circuit is configured to convolve the activity signal with the template, including performing a mathematical convolution operation of the activity signal with an impulse response template.

6. The apparatus of claim 5, wherein the signal processor circuit is configured to convolve the activity signal with the template including using a time-domain impulse response template that includes an exponential function of time, and wherein the at least one characteristic parameter includes at least one of a scaling constant of the exponential function or a time constant of the exponential function.

7. The apparatus of claim 6, wherein the signal processor circuit is configured to trend the at least one characteristic parameter over time, and is configured to provide the diagnostic of the subject using the trended characteristic parameter.

8. The apparatus of claim 7, wherein the at least one characteristic parameter includes the time constant, and wherein the signal processor circuit is configured to provide the diagnostic indicating worsening of cardiac status when the trended time constant increases over time.

9. The apparatus of claim 7, wherein the at least one characteristic parameter includes the scaling constant, and wherein the signal processor circuit is configured to provide the diagnostic indicating worsening of chronotropic incompetence when the trended scaling constant decreases over time.

10. The apparatus of claim 7, wherein the at least one characteristic parameter includes the scaling constant, and wherein the signal processor circuit is configured to provide the diagnostic indicating a worsening of cardiac status when the trended scaling constant increases over time.

11. A non-transitory device-readable medium including instructions that, when performed by the device, comprise:

receiving information indicative of physical activity of a subject during the subject'"'"'s activities of daily living and generating an activity signal;

receiving physiological information during the subject'"'"'s activities of daily living and concurrent with the information indicative of physical activity and generating an actual physiological response signal, different from the activity signal;

receiving a template comprising a plurality of data values;

generating an approximate physiological response signal that is representative of the actual physiological response signal, including;

performing a mathematical convolution operation of the activity signal with the template for generating the approximate physiological response signal;

comparing information from the approximate physiological response signal, generated using the mathematical convolution, with information from the actual physiological response signal;

when the comparison fails to meet at least one specified criterion, adjusting the template and performing the mathematical convolution operation of the activity signal with the adjusted template, until the comparison meets the specified criterion; and

when the comparison meets the at least one specified criterion, extracting from the template at least one characteristic parameter indicative of kinetics of physiological response to a change in activity;

using information from the at least one characteristic parameter to determine a diagnostic indicating a change of cardiac status; and

delivering a therapy to the subject based at least on the determined diagnostic.

12. The non-transitory device-readable medium of claim 11, wherein receiving information indicative of physical activity of a subject includes receiving an acceleration signal, and wherein receiving physiological information during the subject'"'"'s activities of daily living includes receiving at least one of a heart rate or interval signal or a respiration signal.

13. The non-transitory device-readable medium of claim 11, wherein generating the approximate physiological response signal includes adjusting the template, and iteratively comparing the approximate physiological response signal, generated using the adjusted template, and the actual physiological response signal.

14. The non-transitory device-readable medium of claim 11, wherein convolving the activity signal with the template includes multiplying a frequency domain representation of the activity signal with a frequency domain representation of an impulse response template.

15. The non-transitory device-readable medium of claim 11, wherein performing the mathematical convolution operation of the activity signal with the template includes convolving the activity signal with an impulse response template.

16. The non-transitory device-readable medium of claim 15, wherein performing the mathematical convolution operation of the activity signal with the template includes using a time-domain impulse response template that includes an exponential function of time, and wherein the at least one characteristic parameter includes at least one of a scaling constant of the exponential function or a time constant of the exponential function.

17. The non-transitory device-readable medium of claim 16, comprising trending the at least one characteristic parameter over time, and providing the diagnostic of the subject using the trended characteristic parameter.

18. The non-transitory device-readable medium of claim 17, wherein the at least one characteristic parameter includes the time constant, and wherein the diagnostic is configured to indicate worsening of cardiac status when the trended time constant increases over time.

19. The non-transitory device-readable medium of claim 17, wherein the at least one characteristic parameter includes the scaling constant, and wherein the diagnostic is configured to indicate one or more of worsening of chronotropic incompetence when the trended scaling constant decreases over time, or a worsening of cardiac status when the trended scaling constant increases over time.