Method for assessing and optimizing muscular performance including a muscleprint protocol

• US 9,107,627 B2
• Filed: 09/21/2011
• Issued: 08/18/2015
• Est. Priority Date: 09/21/2010
• Status: Expired due to Fees

• Current Assignee: Somaxis Incorporated
• Original Assignee: Somaxis Incorporated
• Inventors: Georgiou, Violetta, Belani, Abhishek, Grey, Alexander B
• Primary Examiner(s): HINDENBURG, MAX F
• Application Number:
  US13/239,105
• Publication Number:
  US 20120071733A1
• Time in Patent Office: 1,427 Days
• Field of Search: 600/546
• US Class Current: 1/1
• CPC Class Codes: A61B 2503/10 Athletes
• CPC Class Codes: A61B 2560/0223 of calibration, e.g. protocols for calibrating sensors
• CPC Class Codes: A61B 2560/0238 Means for recording calibration data
• CPC Class Codes: A61B 2560/0412 Low-profile patch shaped housings
• CPC Class Codes: A61B 2562/164 the sensor is mounted in or on a conformable substrate or carrier
• CPC Class Codes: A61B 5/0006 ECG or EEG signals
• CPC Class Codes: A61B 5/01 Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue clinical contact thermometers G01K13/20
• CPC Class Codes: A61B 5/0205 Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
• CPC Class Codes: A61B 5/112 Gait analysis
• CPC Class Codes: A61B 5/222 combined with detection or measurement of physiological parameters, e.g. heart rate
• CPC Class Codes: A61B 5/224 Measuring muscular strength
• CPC Class Codes: A61B 5/25 Bioelectric electrodes therefor
• CPC Class Codes: A61B 5/296 for electromyography [EMG]
• CPC Class Codes: A61B 5/316 Modalities, i.e. specific diagnostic methods
• CPC Class Codes: A61B 5/318 Heart-related electrical modalities, e.g. electrocardiography [ECG]
• CPC Class Codes: A61B 5/389 Electromyography [EMG]
• CPC Class Codes: A61B 5/486 Bio-feedback A61B5/375 takes precedence
• CPC Class Codes: A61B 5/4866 Evaluating metabolism A61B5/083 takes precedence
• CPC Class Codes: A61B 5/6801 specially adapted to be attached to or worn on the body surface
• CPC Class Codes: A61B 5/6833 Adhesive patches
• CPC Class Codes: A61B 5/7235 : Details of waveform analysis A61B5/349 takes precedence
• CPC Class Codes: A61B 5/7246 : using correlation, e.g. template matching or determination of similarity
• CPC Class Codes: A61B 5/725 : using specific filters therefor, e.g. Kalman or adaptive filters A61B5/316 take precedence
• CPC Class Codes: A61B 5/7275 : Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
• CPC Class Codes: A61B 5/746 : Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms alarms per se G08B
• CPC Class Codes: G16H 20/10 : relating to drugs or medications, e.g. for ensuring correct administration to patients
• CPC Class Codes: G16H 20/30 : relating to physical therapies or activities, e.g. physiotherapy, acupressure or exercising
• CPC Class Codes: G16H 20/40 : relating to mechanical, radiation or invasive therapies, e.g. surgery, laser therapy, dialysis or acupuncture
• 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 muscle assessment protocol can include: attaching one or more surface electromyometry (sEMG) sensors to the skin of a subject to be operably coupled with one or more muscles; operably coupling the one or more sEMG sensors to a computing system; performing the predetermined muscle activity of a muscle assessment protocol that includes one or more of a muscleprint protocol, stride rate tuning protocol, controlled activity training protocol, or frequency-based, or amplitude-adjusted root mean square protocol; monitoring/recording sEMG data of the one or more muscles during the predetermined muscle activity; and providing the sEMG data to the subject such that the subject can improve muscle performance for the predetermined muscle activity by using the sEMG data. The muscle activity includes static or dynamic muscle use. The predetermined muscle activity can be provided to the subject by the computing system.

Claims

1. A muscle assessment protocol comprising:

attaching one or more surface electromyometry (sEMG) sensors to skin of a subject so as to be operably coupled with one or more muscles of the subject;

operably coupling the one or more sEMG sensors to a computing system;

the subject performing a predetermined muscle activity of a muscle assessment protocol that includes a muscleprint protocol;

monitoring and/or recording sEMG data of the one or more muscles during the predetermined muscle activity; and

providing the sEMG data to the subject such that the subject can improve muscle performance for the predetermined muscle activity by using the sEMG data.

2. The muscle assessment protocol of claim 1, wherein the muscle activity includes static loading resistance or dynamic muscle use.

3. The muscle assessment protocol of claim 2, wherein the predetermined muscle activity is provided to the subject by the computing system.

4. The muscle assessment protocol of claim 3, wherein the muscle activity includes a continuous exercise routine, and/or a noncontinuous exercise or routine.

5. The muscle assessment protocol of claim 4, wherein the continuous exercise routine includes one or more of walking, jogging, running, sprinting, hiking, cycling, rollerblading, roller skating, skiing, cross-country skiing, rowing, swimming, snowboarding, yoga, pilates, or the like.

6. The muscle assessment protocol of claim 4, wherein the noncontinuous exercise routine includes one or more of firing an arrow from a bow, weightlifting, golf swing, bat swing, ball throw, punch, kick, jumping, squatting, or the like.

7. The muscle assessment protocol of claim 4, wherein:

in the muscleprint protocol the one or more sensors each monitor muscle sEMG data of the one or more muscles while the subject performs the predetermined activity in order to determine the subject'"'"'s muscular capabilities of the one or more muscles over a defined period of time or portion thereof;

in a stride rate tuning protocol the one or more sensors monitor muscle sEMG data while the subject adjusts their caloric consumption during a controlled activity based on sEMG data that is measured and/or analyzed, and the sEMG data is provided to the subject in order to facilitate the adjustment of caloric consumption;

in a controlled activity training protocol the subject maintains substantially a constant sEMG metric or metric derivative or metric integral by varying muscle activity exertion during the predetermined muscle activity; and

/or

in a frequency-based, amplitude-adjusted root mean square that includes displaying sEMG data that is adjusted to compensate for muscle fatigue of the one or more muscles.

8. The muscle assessment protocol of claim 4, wherein the sEMG data is a metric selected from:

sEMG amplitude;

instantaneous rectified sEMG amplitude;

average rectified sEMG amplitude;

area under sEMG curve;

area over sEMG curve;

integrated sEMG;

derivative sEMG;

frequency-based, amplitude adjusted RMS sEMG;

mean power frequency (MPF);

muscle fatigue onset index (MFOI); and

/or combination thereof.

9. The muscle assessment protocol of claim 1, further comprising:

obtaining ECG data; and

using the ECG data in conjunction with the sEMG data.

11. The muscleprint protocol of claim 9, wherein the muscleprint protocol includes determining and/or generating a muscle sEMG profile in response to the predetermined muscle activity over the defined period of time or portion thereof.

12. The muscleprint protocol of claim 11, wherein the muscleprint protocol includes a step-up test that incrementally increases muscle output or muscle effort over one or more step-up time periods of the predetermined muscle activity until the subject is sufficiently fatigued or predetermined muscle activity time period or predetermined repetitions of the muscle activity.

13. The muscleprint protocol of claim 12, further comprising:

graphing the muscleprint protocol with sEMG data versus time; and

providing the graph to the subject.

14. The muscleprint protocol of claim 13, further comprising:

accessing sEMG data of one or more other subjects from a database; and

comparing the subject'"'"'s sEMG data with the sEMG data of the other subjects from the database.

15. The muscleprint protocol of claim 14, further comprising:

filtering the one or more subjects from the database based on one or more criteria; and

providing sEMG data of the filtered one or more subjects to the computing system; and

generating a graph of the subject'"'"'s sEMG data with the sEMG data of the filtered one or more subjects.

17. A muscle assessment protocol according to claim 1, further comprising a muscle improvement protocol, the muscle improvement protocol comprising:

performing a predetermined muscle activity of a stride rate tuning protocol, wherein in the stride rate tuning protocol the one or more sensors monitor muscle sEMG data while the subject adjusts their caloric consumption during a controlled activity based on sEMG data that is measured and/or analyzed, and the sEMG data is provided to the subject in order to facilitate the adjustment of caloric consumption.

18. The muscle assessment protocol of claim 17, wherein the muscle improvement protocol further comprises determining one or more of a stride;

stride rate;

natural stride rate;

haploid stride rate;

stride distance;

or combination thereof.

19. The muscle assessment protocol of claim 18, wherein the muscle improvement protocol further comprises determining cumulative energy cost for the one or more muscles.

20. The muscle assessment protocol of claim 19, wherein the muscle improvement protocol further comprises optimizing stride rate for the subject based on sEMG data so as to minimize energy consumption by the one or more muscles.

21. The muscle assessment protocol of claim 20, wherein the muscle improvement protocol further comprises:

performing the predetermined muscle activity at an initial constant rate or load for a predetermined time period or until exhaustion or until sEMG amplitude levels;

performing the predetermined muscle activity at a low constant rate or load that is lower than the initial constant rate or load; and

incrementally increasing the rate or load of the predetermined muscle activity at incremental time periods.

22. The muscle assessment protocol of claim 21, wherein the initial constant rate is substantially the subject'"'"'s natural stride rate or estimate thereof.

23. The muscle assessment protocol of claim 22, further comprising:

computing energy costs of different stride rates; and

providing the computed energy costs to the subject.

24. The muscle assessment protocol of claim 23, further comprising determining the subject'"'"'s true natural stride rate.

25. A muscle assessment protocol according to claim 1, the muscle assessment protocol comprising a muscle improvement protocol, the muscle improvement protocol comprising:

performing a predetermined muscle activity of a controlled activity training protocol, wherein in the controlled activity training protocol the subject maintains substantially a constant sEMG metric or metric derivative or metric integral by varying muscle activity exertion during the predetermined muscle activity.

26. The muscle assessment protocol of claim 25, further comprising:

analyzing the sEMG data; and

determining a fatigue initiation time point at which fatigue initiates after an initial time period.

27. The muscle assessment protocol of claim 26, further comprising performing the predetermined muscle activity again for a time period less than the initial time period so that the subject ceases performance of the predetermined muscle activity before the fatigue initiation time point.

28. The muscle assessment protocol of claim 25, further comprising controlling a second performance of the predetermined muscle activity based on sEMG data collected during a first performance of the predetermined muscle activity.

29. The muscle assessment protocol of claim 25, further comprising:

holding substantially constant for control variables selected from sEMG amplitude, integrated sEMG, MPF, and MFOI; and

varying performance of the predetermined muscle activity at the substantially constant control variable.

30. The muscle assessment protocol of claim 29, further comprising performing a delayed fatigue onset training protocol.

31. The muscle assessment protocol of claim 25, further comprising:

performing a calibration protocol for the predetermined muscle activity;

determining an inflection point of sEMG data during the calibration protocol, wherein the inflection point identifies an activity period from beginning the calibration protocol to a fatigue time point; and

performing the predetermined muscle activity for the activity period one or more times.

32. The muscle assessment protocol of claim 31, wherein prior to performance of the predetermined muscle activity after the calibration protocol includes the subject warming up with muscle groups other than involved in the predetermined muscle activity.

33. The muscle assessment protocol of claim 32, wherein the activity period is performed at a maximum effort that can be substantially sustained for the duration of the activity period.

34. The muscle assessment protocol of claim 33, further comprising either resting or performing a muscle activity different from the predetermined muscle activity for a rest period between repetitions of the predetermined muscle activity.

35. The muscle assessment protocol of claim 34, further comprising maximizing caloric consumption during the activity period.

36. The muscle assessment protocol of claim 31, further comprising:

measuring sEMG amplitude at inflection point;

measuring final amplitude of predetermined muscle activity;

calculating average sEMG amplitude for post-inflection point data; and

performing the predetermined muscle activity another time while holding the sEMG amplitude substantially constant.

37. A muscle assessment protocol according to claim 1, further comprising:

performing a predetermined muscle activity of an amplitude-adjusted root mean square protocol, wherein in the frequency-based, amplitude-adjusted root mean square that includes displaying sEMG data that is adjusted to compensate for muscle fatigue of the one or more muscles.

38. The muscle assessment protocol of claim 37, further comprising:

providing an sEMG metric to the subject during the predetermined muscle activity; and

modulating effort by the subject during the predetermined muscle activity so as to maintain the sEMG metric at substantially a constant.

10. A muscleprint protocol comprising:

attaching one or more surface electromyometry (sEMG) sensors to skin of a subject so as to be operably coupled with one or more muscles of the subject;

operably coupling the one or more sEMG sensors to a computing system;

performing a predetermined muscle activity of the muscleprint protocol, wherein in the muscleprint protocol the one or more sEMG sensors each monitor muscle sEMG data of the one or more muscles while the subject performs during the predetermined activity in order to determine the subject'"'"'s muscular capabilities of the one or more muscles over a defined period of time or portion thereof;

monitoring and/or recording sEMG data of the one or more muscles during the predetermined muscle activity; and

providing the sEMG data to the subject such that the subject can improve muscle performance for the predetermined muscle activity by using the sEMG data.

16. The muscle assessment protocol of claim 10, further comprising:

obtaining ECG data; and

using the ECG data in conjunction with the sEMG data.