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MUSCLE PATTERN RECOGNITION (MPR)
Muscle Pattern Recognition (MPR) is a unique clinical tool for the analysis of muscle function. The MPR System analyzes patterns of muscle recruitment and provides detailed physiological information on muscle function that can assist in the diagnosis and treatment of back and neck injuries and illness.


Brief History of Muscle Pattern Recognition

Pattern Recognition has been described as the research area that studies the operation and design of systems that recognize patterns in data. Pattern Recognition has been in use for many years in a number of different areas including statistics, artificial intelligence, neural networks, speech recognition, engineering and medical science. In the area of medical science, Pattern Recognition is being used in the diagnosis of breast cancer, cerebrovascular disease, retinal microcirculation, macular disease; the classification of pulmonary disease; automatic interpretation of chest x-ray films, and; is the basis for computer-aided diagnosis (CAD) systems that support a physician’s interpretations and findings. Recently, in an effort to customize medical treatments to individual patients, the Mayo Clinic and IBM have started to apply Pattern Recognition and data mining to the electronic records of about 4.4 million Mayo patients.The MPR System is a unique clinical tool that uses the principles of Pattern Recognition by comparing a patient’s MPR test results against specific patterns in the Company’s proprietary normative database.Central to the MPR System is the fact that muscles in the back and neck function as an interactive system. In order to determine whether a particular muscle is functioning normally or abnormally, it must be examined in concert with all of the other muscle groups required for the body to make specific movements. Muscles also interact in a predictable manner that can be expressed in a kinesiological relationship.These principles have been incorporated into the MPR test, and form the basis behind this unique, patented system that measures the relationships among muscles during a given movement. By comparing relationships of muscles, MPR is able to normalize subjects with each other. The standardized protocols of movement that make up the MPR test provide the ability to compare patient results to the normative database. When patients replicate the carefully administered, standardized movements performed by subjects in the normal database, a valid and highly accurate comparison can be made. The comparison of a patient's patterns with those of "normal" subjects is the basis of the evaluation.


DEVICE DESCRIPTION

Muscle Pattern Recognition (MPR)

I
nnovative medical testing modality that objectively and quantitatively measures biomechanical status associated with musculoskeletal injuries (strains and sprains) of the neck and back
  • Surface sensor EMG collection of muscle recruitment pattern electrical impulses
  • Non-invasive
  • Based on  widely accepted biomechanical and kinesiological principles
  • Objectively  distinguishes between normal quantitative values and “not-normal” quantitative values of muscle function
  • Analyzes patterns of interactive and coordinated muscle recruitments (contractions) as the various muscles perform specific body movements in flexion, extension and rotational postures


Clinical Utility

Clinical testing and usage has  shown, and a judicial review has upheld, that the MPR technology is valid, reliable, and safe in objectively and quantitatively assessing neck and back musculoskeletal dysfunctions

  • Provides relevant and objective physiologic information that is necessary to accurately diagnose and treat musculoskeletal neck and back dysfunctions such as strains and sprains
  • Can assist in resolving disputed,  prolonged and/or expensive cases by giving physicians and other health care providers objective data to support their initial clinical impressions
  • Can guide or re-direct physician or health care provider treatments for neck and/or back pain patients with before-and-after objective measurable evidence
  • MPR’s ability to quantitatively monitor patient progress during rehabilitative treatments can also help predict if and when the most difficult cases are likely to resolve, which is often a critical issue in case management, case closure, and financial exposure
THEORY OF OPERATION

Biomechanics and Kinesiology

Three scientific papers have been accepted and published in peer review journals discussing the   underlying kinesiological principles behind the MPR technology
  • The recording hardware used by the MPR System has received Food and Drug Administration (FDA) 510(k) clearance as a recording device and satisfies CE Marking requirements for the European Union
  • The musculoskeletal components of the neck and back are complex and interactive in the performance of any given motor task.  The MPR testing modality’s ability to evaluate and measure this complex interactive system provides the basis for a health care provider establishing a treatment protocol.
  • Trauma to any component part (muscle, nerve, facet joint, tendon, ligament or other connective tissue) can cause a deficit (loss of biomechanical integrity) in the force-generating potential of the musculoskeletal system
  • As a result, conscious or subconscious re-education of the neuromuscular system occurs as a means of adapting or accommodating to the trauma and triggers altered recruitments of motor neuron pools
Analysis of Muscle Recruitment Activity (Contractions)

iTech Medical has performed  extensive clinical research which provides evidence that altered muscle recruitment patterns can reliably and safely be measured with the use of non-invasive surface electromyography (sEMG). Many other authors have also published the effectiveness of sEMG as a tool to differentiate normal from “not-normal” musculoskeletal back conditions in individuals with pain. Measuring individual muscle activity or just static structures alone, however, has historically been insufficient to completely assess the complexity of the neck and back physiologic interactionsMPR uniquely measures  dynamic muscle patterns in a specific manner to identify the functional/biomechanical status of the neck and back much as an electrocardiogram (EKG) measures dynamic muscle patterns of the heart to identify clinically relevant cardiac problems.

MPR Components and the Procedure for Use
  • MPR testing is non-invasive
  • Surface EMG sensors simultaneously record data from seven (7) different muscle groups (14 muscles) of the entire spine (cervical, thoracic, and lumbar regions) during the performance of 9 pre-determined movements
  • An individual’s muscle recruitment patterns are then compared, by an elaborately developed computer program, to their respective equivalent patterns derived from a large normative database
  • This comparison provides unique, objective information about the biomechanical and kinesiological status of the musculoskeletal system of the neck, mid-, and low back

Preliminary Performance Results

Using the MPR technology to discriminate between a clinically asymptomatic population and one diagnosed with sprain/strain injuries of the neck and back, peer-reviewed publications have reported the following classification performance results for the MPR system:

Proposed Intended Use

iTech Medical’s Muscle Pattern Recognition (MPR) test is intended to provide detailed and quantitative physiologic measurements of the musculoskeletal function to assist in the diagnosis and treatment of neck and back dysfunctions.  The MPR technology is non-invasive.  It uses 15 conventional (versus proprietary) surface EMG electrodes placed at pre-specified, measured locations on the patient’s neck, mid-back, and low back. 

The MPR technology analyzes  dynamic muscle patterns of coordinated muscle contractions simultaneously recorded from 7 different muscle groups (14 muscles) as the subject performs 9 pre-defined specific body movements enabling quantitative discrimination between normal and abnormal muscle function, thus objectively characterizing the physical dysfunction associated with neck and back pain.

On the MPR system, those muscle groups that are abnormally weak will contract with a less-than-normal or hypo-kinetic activity.  Those muscle groups that are abnormally active (in spasm) will produce a greater-than-normal or hyper-kinetic activity. These different areas of recruitment are demonstrated on the MPR report, which also designates any interacting or compensating muscle groups in the area surrounding that muscle or group of muscles that are abnormal. This graphic display of muscle abnormality can more appropriately establish a rehabilitative protocol that will strengthen those areas of muscular hypoactivity (weakness) and reduce those areas of muscular hyperactivity.    

Background

Current Unmet Clinical Need

Currently, physicians and other health care providers diagnose and treat patients with back and neck injuries based on indirect, subjective data and a battery of traditional “anatomical” tests which includes:

  • CT and MRI Scans
  • Plain X-Ray Films
  • Needle Insertion Electromyography (EMG)
  • Bone Scans
  • Physical Examinations
  • Myelography

These anatomical studies, however, can show significant abnormalities in individuals who are asymptomatic or have no specific history of neck or back pain.  Large disc herniations, extensive spinal stenosis, and marked degenerative changes can be seen in totally asymptomatic patients and do not correlate well with, or necessarily have any direct relationship to, a patient’s possible pain experience.  These imaging tests may show what exists anatomically,  however, these medically accepted clinical studies of anatomic abnormalities are not always associated with clinical dysfunctions.

These anatomical tests typically do rule-out certain specific pathological causes of pain or dysfunction such as tumors, infections, fractures, or disc herniations, but an accurate, objective diagnosis may still remain unknown for greater than 80% of patients with low back pain.  As a result, many of these individuals with pain remain in the healthcare system far too long and incur unnecessarily high healthcare utilization costs.

iTech Medical has performed  extensive clinical research  that provides evidence that MPR evaluations will allow a physician and other health care providers, for the first time, to actually identify and quantify the specific underlying physiological and biomechanical dysfunctions that correspond to an individual’s subjective complaints or causes of their  functional loss.

In the United States, back pain is the most frequent reason for a visit to a doctor’s office, secondary only to the common cold.  Over 85% of American adults will have neck and/or back pain at some point in their lives and, in this country, such dysfunctions are the leading cause of disability for individuals younger than 45 years of age.  Back injuries are also one of the most expensive healthcare problems for the 20 to 50 year old age group and are estimated to cost in excess of $50 billion per year to the United States economy in direct and indirect costs.  Approximately one-third of all disability costs in the U. S. are due to back disorders.

Currently, physicians and other health care providers diagnose and treat this large segment of the neck and back injured population with indirect, subjective data and a battery of traditional “anatomical” tests such as CT and MRI scans, X-rays, needle insertion EMG, bone Scans, discograms, etc. that will, at best, only rule out certain specific pathological causes of pain or dysfunction such as tumors, fractures, infections, or disc herniations.  Spratt, et al, have commented that an accurate diagnosis is unknown for between 80%-90% of patients with low back pain.[1]  In addition, many of these anatomical image findings can be seen in totally asymptomatic individuals and do not correlate well with, or necessarily have any direct relationship to, a patient’s possible pain experiences.[2] 

These diagnostic imaging tests may show what exists anatomically, but anatomic abnormalities are not always associated with clinical dysfunctions, as many cases of back and neck pains are thought to result from soft tissue injuries that implicate muscles, tendons, and/or ligaments.  Unfortunately, without definitive tests or other objective assessment tools, health care providers must base their diagnoses and treatment decisions on subjective data that may be open to possible differing interpretations by other such providers.


[1] Spratt, KF, Lebmann, TR, Weinstein, JN, & Sayne, HA; A new approach to the Low Back Physical Examinations.  Spine, vol. 15, pp 96-102, 1990

[2] Jensen, JC, Brant-Zawadzki, MN, Obuchowiski, N, Modic, MT, Malkasian, D, & Ross, JS: NEJM, vol. 331, no. 2, July 14, 1994, pp 69-73


Previous anecdotal studies of the MPR System assess the practical aspects of using the test in real-world medical settings.  These studies included:

  • Impact of MPR on Excess Medical Costs
  • MPR Cost/Benefit Study
  • MPR in Benchmarking Treatment Outcomes
  • MPR in Treatment and Outcomes for Chronic Patients
  • MPR in Physician Diagnosis
  • MPR Compared to MRI in Diagnosis of Chronic Back Pain Patients.

These studies resulted in the publication of three scientific papers in three peer-reviewed journals.

Peer-Reviewed Publication

Three papers on the MPR system have been published in peer-reviewed journals. The studies reported in these papers have been subjected to scrutiny by the scientific community and were accepted for publication after extensive peer review. They validate the scientific basis for MPR, establish a normative model, and document its classification accuracy. A synopsis of the three papers follows:

Evaluating Patterns of EMG Amplitudes for Trunk and Neck Muscles of Patients and Controls

V. Reggie Edgerton, Steven L. Wolf, Daniel J. Levendowski and Roland R. Roy

KEYWORDS: surface electromyography, muscle dysfunction, muscle ratios, muscle patterns, back pain

We used ratios of EMG amplitudes to characterize neural strategies of motoneuron recruitment for seven bilateral muscle groups of the back and neck during nine motor tasks to discriminate patients who sustained sprain/strain injuries (n=61) from a control population (n=400). Compensatory relationships between muscle pairs improved the predictability of hypoactivity or hyperactivity based on the probability distribution of muscle rations obtained from uninjured subjects. We defined severity of hypoactive or hyperactive EMG activity by (a) the number of ratios that exceeded the normal range (95% confidence interval), (b) the compensatory relationship between these muscle pairs during each motor task, and (c) the consistency and frequency of hypoactivity or hyperactivity across nine motor tasks. Accuracy of the classification system was 88% with a specificity of 90% and a sensitivity of 70%. Between-session reliability for the overall classification of 40 controls and 44 patients was 93%. These results indicate that muscle ratios can objectively quantify altered strategies of motoneuron recruitment attributed to muscle trauma and pain common to sprain/strain injuries.

Theoretical Basis for Patterning EMG Amplitudes to Assess Muscle Dysfunction

V. Reggie Edgerton, Steven L. Wolf, Daniel J. Levendowski and Roland R. Roy

KEYWORDS: surface electromyography, EMG, sprain/strain injuries, muscle dysfunction, muscle EMG ratios, muscle recruitment patterns, back pain

A theoretical basis for assessing muscle dysfunction due to sprain/strain injuries is presented. We propose that muscle tissue trauma results in an alteration in the patterns of neural recruitment, a reduction in the force-generating capability of the injured muscle, and/or pain sensations. Furthermore, a lower than normal recruitment of motoneuron pools in the injured area can result in elevated recruitment levels from compensating motoneuron pools for a given motor task. It is proposed that these changes in motoneuron recruitment can be readily apparent in the rations of EMG amplitudes among multiple pairs of muscles associated kinesiologically with the affected muscle. Chronic compensating actions, such as those resulting from faulty neural feedback of the force-length-velocity relationships for a stretched tendon or muscle unit, could cause further injuries. It is proposed that consistent and valid measures of ratios of EMG amplitudes between many muscle pairs acquired for well-defined motor tasks can be used to facilitate diagnoses and direct treatment strategies for sprain/strain injuries and pain.

EMG Activity in Neck and Back Muscles During Selected Static Postures in Adult Males and Females

V. Reggie Edgerton, Steven L. Wolf, Daniel J. Levendowski and Roland R. Roy

KEYWORDS: surface electromyography, EMG, sprain/strain injuries, muscle dysfunction, muscle EMG ratios, muscle recruitment patterns, back pain

Surface electromyographic (EMG) amplitudes were gathered from 100 men and 100 women while maintaining the end range of nine motor tasks. Ratios of EMG amplitudes were used to characterize the activation patterns of 14 muscle groups of the back and trunk during 10 motor tasks. Procedures to identify electrode placement sites were developed to ensure reliability of all EMG recordings. Subcutaneous fat was estimated at each muscle site and a correction factor was used to account for signal attenuation due to the impedance attributable to adipose tissue thickness. Logarithmic transformations were performed to obtain a Gaussian distribution of the EMG amplitudes and muscle ratios. The transformed EMG amplitudes and transformed ratios were highly reliable between sessions across nine active motor tasks (Pearson's r and intra-class correlations ranged form 0.74 to 0.96). Significant gender differences were observed in the transformed EMG amplitudes and ratios of amplitudes in selected muscles and muscle pairs. It appears that the transformed EMG ratios represent a reliable means of assessing muscle recruitment patterns in a series of well-defined motor tasks in a large population of presumable normal adult male and female subjects. The acquisition of this large database under well-controlled conditions using defined criteria for each motor task provides a template to which individuals with injuries involving the neck and trunk musculature can be compared.


The Latest News on Clinical Trial Updates


NEWS RELEASE 06.10.2009
Impact Medical Solutions, Inc. (dba iTech Medical) (OTCBB: IMSU) announces MPR clinical trials at the Long Beach Memorial Hospital campus with the Rehabilitation Associates Medical Group and in Anaheim, CA with Advanced Clinical Research Institute. Muscle Pattern Recognition (MPR) technology is the first quantitative tool developed for assisting in the diagnosis of the presence or absence of a musculoskeletal dysfunction (sprain/strain injuries) in a patient population.


NEWS RELEASE 04.23.2009
Impact Medical Solutions Updates Pilot Clinical Trial of MPR System
MPR technology will be the first quantitative tool developed for assisting in the diagnosis of the presence or absence of a musculoskeletal dysfunction (sprain/strain injuries) and will substantially improve the accuracy of diagnosis, rehabilitation and case management decisions.


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