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Medicine

Methods to Quantify Pharmacologically Induced Alterations in Motor Function in Human Incomplete SCI

Published: April 18, 2011 doi: 10.3791/2148

Summary

This video demonstrates modulation of reflex activity, volitional strength and ambulation through clinical and quantitative assessments in individuals with motor incomplete SCI as a result of acute oral administration of a serotonin reuptake inhibitor (SSRI).

Abstract

Spinal cord injury (SCI) is a debilitating disorder, which produces profound deficits in volitional motor control. Following medical stabilization, recovery from SCI typically involves long term rehabilitation. While recovery of walking ability is a primary goal in many patients early after injury, those with a motor incomplete SCI, indicating partial preservation of volitional control, may have the sufficient residual descending pathways necessary to attain this goal. However, despite physical interventions, motor impairments including weakness, and the manifestation of abnormal involuntary reflex activity, called spasticity or spasms, are thought to contribute to reduced walking recovery. Doctrinaire thought suggests that remediation of this abnormal motor reflexes associated with SCI will produce functional benefits to the patient. For example, physicians and therapists will provide specific pharmacological or physical interventions directed towards reducing spasticity or spasms, although there continues to be little empirical data suggesting that these strategies improve walking ability.

In the past few decades, accumulating data has suggested that specific neuromodulatory agents, including agents which mimic or facilitate the actions of the monoamines, including serotonin (5HT) and norepinephrine (NE), can initiate or augment walking behaviors in animal models of SCI. Interestingly, many of these agents, particularly 5HTergic agonists, can markedly increase spinal excitability, which in turn also increases reflex activity in these animals. Counterintuitive to traditional theories of recovery following human SCI, the empirical evidence from basic science experiments suggest that this reflex hyper excitability and generation of locomotor behaviors are driven in parallel by neuromodulatory inputs (5HT) and may be necessary for functional recovery following SCI.

The application of this novel concept derived from basic scientific studies to promote recovery following human SCI would appear to be seamless, although the direct translation of the findings can be extremely challenging. Specifically, in the animal models, an implanted catheter facilitates delivery of very specific 5HT agonist compounds directly onto the spinal circuitry. The translation of this technique to humans is hindered by the lack of specific surgical techniques or available pharmacological agents directed towards 5HT receptor subtypes that are safe and effective for human clinical trials. However, oral administration of commonly available 5HTergic agents, such as selective serotonin reuptake inhibitors (SSRIs), may be a viable option to increase central 5HT concentrations in order to facilitate walking recovery in humans. Systematic quantification of how these SSRIs modulate human motor behaviors following SCI, with a specific focus on strength, reflexes, and the recovery of walking ability, are missing.

This video demonstration is a progressive attempt to systematically and quantitatively assess the modulation of reflex activity, volitional strength and ambulation following the acute oral administration of an SSRI in human SCI. Agents are applied on single days to assess the immediate effects on motor function in this patient population, with long-term studies involving repeated drug administration combined with intensive physical interventions.

Protocol

To assess the effects of acute oral administration of an SSRI (10 mg escitalopram oxalate, Lexapro, Forest Pharmaceuticals, Inc.) on motor activity in individuals with motor incomplete SCI, a double-blinded, randomized, placebo controlled crossover design is employed. As part of the inclusion criteria, subjects will be required to undergo a 14 day washout period for all anti-depressant medications, anti-spastic medications and other medications with known interactions to the SSRIs.

Two hours is required for each of the experimental protocols, consisting of clinical, quantitative static and quantitative dynamic assessments. A 4.5 hour delay is given following medication administration (time to peak plasma concentration)7. Subjects are re-tested following medication administration using an identical experimental set-up and paradigm employed during pre-medication testing. Following pre- and post-testing of the first medication (SSRI or placebo), a minimum of 7 days separates the two testing conditions (half-life of agents is approximately 27 hrs).

Part 1: Clinical assessments

Modified ashworth

Spasticity of the quadriceps and hamstring muscle groups is quantified using the Modified Ashworth Scale (mAsh).

  1. The individual is placed supine on padded mat.
  2. Spastic reflexes are graded on a 0-4 scale consisting of whole numbers in addition to a '1+' grade. The criteria for grading is based upon the table below (Table 1).
  3. To assess quadriceps spasticity, the patient's leg is raised off of the mat and fully extended by support under the thigh and ankle, with contralateral leg extended. A stretch is provided to the quadriceps by providing brisk passive flexion about the knee joint. The response to stretch is quantified in accordance to the scale below.
  4. To assess hamstring spasticity, the patient's leg is raised off of the mat and fully flexed by support under the thigh and ankle, with contralateral leg extended. A stretch is provided to the hamstrings by providing brisk passive extension about the knee joint. The response to stretch is quantified in accordance to the scale below.
  5. Raw scores are converted to an ordinal scale and summed bilaterally to gain a composite score.

Spinal cord assessment tool for spastic reflexes

The magnitude or duration of flexor spasms, extensor spasms, and clonus is quantified using the Spinal Cord Assessment Tool for Spastic Reflexes (SCATS)

  1. The individual is placed supine on padded mat.
  2. Spastic reflexes are graded on a 0-3 scale using whole numbers. The criteria for grading are based upon the table below (Table 2).
  3. To assess flexor spasms, both legs are fully extended with the patient's shoes and socks removed. A pin prick is applied for 1 second to the medial arch of the subject's foot. The magnitude of motion of big toe, knee and hip quantified in accordance to the scale below.
  4. To assess extensor spasms, the leg is supported in 90° of hip flexion and 110° of knee flexion, with contralateral leg extended. From this position the leg is briskly extended and laid to rest on the mat. The duration of visible quadriceps activity, noted by superior patella displacement, is quantified in accordance to the scale below.
  5. To assess clonus, the lower leg is lifted slightly from the mat and the ankle is placed in neutral to slight plantarflexion, with contralateral leg extended. A stretch to the plantarflexors is delivered via brisk passive dorsiflexion of the ankle. The duration of the clonic bursting is quantified in accordance to the scale below.
  6. Scores are summed within and between legs to obtain a composite score.

Lower extremity motor score

The ability for an individual to volitionally contract muscles in accordance with myotomes is assessed using the ASIA Lower Extremity Motor Score (LEMS).

  1. The individual is placed supine on padded mat.
  2. Strength is graded on a 0-5 scale using whole numbers. The criteria for grading are based upon the table below (Table 3).
  3. The hip flexors (L2 myotome) are assessed by having the patient attempt to flex hip from the supine position, and manual resistance is provided as necessary. If the patient is unable to fully move against gravity, the hip is externally rotated to lessen the effects of gravity and hip flexion is attempted again.
  4. The knee extensors (L3 myotome) are assessed by having the patient attempt to extend knee from a flex position, pivoting about the examiners forearm, and manual resistance is provided as necessary. If the patient is unable to fully move against gravity, the hip is externally rotated to lessen the effects of gravity and knee extension is attempted again.
  5. The ankle dorsiflexors (L4 myotome) are assessed by having the patient attempt to dorsiflex ankle with the leg extended, manual resistance provided as necessary. If the patient is unable to fully move ankle against gravity, the hip is externally rotated to lessen the effects of gravity and ankle dorsiflexion is attempted again.
  6. The great toe extensors (L5 myotome) are assessed by having the patient attempt to extend the great toe with the leg extended and the ankle plantarflexed, manual resistance is provided as necessary. If the patient is unable to fully move toe against gravity, the hip is externally rotated to lessen the effects of gravity and great toe extension is attempted again.
  7. The ankle plantarflexiors (S1 myotome) are assessed by having the patient attempt to plantarflex with the leg extended with manual resistance is provided as necessary. If patient is unable to move ankle through full range with resistance, the hip and knee are flexed to place the plantar surface of the foot on the mat and the patient is asked to rise up on their toes. If patient is unable to fully rise up on their toes, the hip is externally rotated to lessen the effects of gravity and ankle plantarflexion is attempted again.
  8. Lower extremity motor score is calculated by adding results for each muscle group bilaterally.

Part 2: Quantitative static assessments

Velocity dependent stretch reflex

Using isokinetic dynamometers in addition to electromyography (EMG), a precise stretch can be applied and a quantitative response can be assessed.

  1. The individual is comfortably seated in testing apparatus (Biodex System 3, Shirley, New York)
  2. Surface EMGs are applied to the soleus and medial gastrocnemius.
  3. Leg is attached to foot plate coupled to a 6 degree of freedom load cell (ATX Industrial Automation, Apex, NC) and ankle joint axis is aligned to the center of the load cell.
  4. With the patient relaxed, single or multiple stretches into dorsiflexion (DF) or plantarflexion (PF) are applied at various rotational speeds including 5, 30, 60 and 120 deg/sec
  5. To quantify torque response, torque signals are filtered at 200Hz, sampled at 1000 Hz and synchronized with EMG data. Passive and gravitational torques are obtained from the slow stretch perturbations (5 deg/sec) and subtracted from the rapid stretches to calculate the reflex response. Stretches are segmented for each DF and PF excursion, minimum and maximum torques are identified, and peak torque is defined as the difference in the values.
  6. To quantify EMG response, EMG signals are filtered at 20-450Hz, sampled at 1000 Hz, synchronized with torque data. The signal is rectified and smoothed at 10 Hz low-pass using a 4th order recursive Butterworth filter, and the area of the smoothed signal is calculated for agonist and antagonist for all excursions. For perturbations, EMG is often present following cessation of movement during the final hold position. Integrated EMG area is calculated, starting from the beginning of the final joint rotation extending into the hold phase for up to 3 seconds.

Isometric strength

Precise quantification of volitional strength can be obtained using an isokinetic dynamometer.

  1. The individual is comfortably seated in testing apparatus.
  2. Surface EMGs are affixed to 6 major muscle groups of each leg including rectus femoris, medial hamsting, vastus lateralis, tibialis anterior, soleus and medial gastrocnemius (Delsys 2.1, Boston, MA). Leg is attached to foot plate coupled to a 6 degree of freedom load cell and knee joint axis is aligned to the center of the load cell.
  3. With the patient relaxed, the patient is instructed to generate maximal force. To ensure maximal volitional force production, vigorous verbal encouragement is provided to the patient by the experimenters. When the torque begins to decline, super maximal stimulus is delivered to the agonist (10 pulses, 600 μs duration, 100 Hz, 135 V; S48 Grass, West Warwick, RI) through 3" x 5" self-adhesive, gel plate stimulating electrodes (ConMed Corp, Utica, NY). Torque and EMG are collected and conditioned as in the velocity dependent stretch (step 2).
  4. Offline
  5. To quantify maximal torque response, peak torque of the smoothed signal is found. Maximal torque is defined as the average torque produced ±50ms of peak torque.
  6. To quantify EMG response, maximal EMG is calculated as the average signal present 0 to 100ms prior to peak torque.
  7. To quantify deficits in volitional activation, the central activation ratio is calculated with Equation 1. In this equation Tvoluntary refers to the voluntary torque produced 100 ms before the electrical stimulation and Telectrical refers to the peak electrically elicited torque.8

Equation 1
Equation #1

Part 3: Quantitative dynamic assessments

Peak treadmill speed

Functional ambulation is assessed using a graded treadmill test to obtain treadmill speed.

  1. Subject is secured on the treadmill (Bertec, Columbus, OH) using an overhead safety harness that does not restrict movement and does not provide body-weight support. A heart rate monitor is affixed. A reflective marker set is applied using the modified Cleveland Clinic template (32 reflective markers). Surface EMGs are affixed to 6 major muscle groups of each leg including rectus femoris, medial hamsting, vastus lateralis, tibialis anterior, soleus and medial gastrocnemious (Noraxon, Scottsdale, Arizona)
  2. The subject begins to walk on the treadmill at 0.1 m/s. Speed is speed increased every 2 minutes by 0.1 m/s.
  3. The test is terminated under 3 conditions
    1. Volitional fatigue
    2. Gait instability
    3. In accordance to American College of Sports Medicine (ACSM) guidelines 9
      1. Rating of perceived exertion=20
      2. Heart rate within 10 beats of predicted maximum
      3. Respiratory exchange ratio=1.15
  4. Maximal speed obtained for at least 1 min, is recorded as peak treadmill speed.

Gait kinematics

During treadmill walking multiple kinematic measures including, peak range of motion, peak velocity and variability are assessed using motion capture system (Motion Analysis, Santa Rosa, CA). The consistency of intralimb coordination between the hip and knee joints is quantified by calculating the average coefficient of correspondence (ACC; 10). The ACC uses a vector coding technique to analyze the sagittal-plane hip and knee angles on an angle-angle plot.

  1. Motion capture cameras are calibrated per manufacturers' recommendations prior to each use. During data collection, data is sampled at 100 Hz from 6 cameras.
  2. Offline, the motion capture data is manually tracked for accuracy and an epoch of at least 10 step cycles at the fasted speed obtained in either pre of post SSRI are isolated for analysis.
  3. Gait cycle is normalized to percent from heel strike to heel strike and interpolated using a cubic spline for both the hip and the knee angles.
  4. Hip knee angle-angle plot is constructed (Figure 3a).
  5. The average cosine and sine of hip (x) and knee (y) normalized to vector length (l) respectively for each frame-to-frame interval calculated across all steps isolated for analysis (Equation 1-2).

Equation 2
Equation #2

Equation 3
Equation #3

  1. The mean vector for each frame-to-frame interval is calculated using the average frame-to-frame sine and cosine values across all steps isolated for analysis (Equation 3).

Equation 4
Equation #4

  1. The mean vector (a), represents the continuous variability of changes in the frame-to-frame interval or the consistency of intralimb coordination between the hip and knee joints over multiple step cycles (Equation 4). When a=1 the cycle is perfectly consistent with values less than 1 indicating progressively less intralimb consistency between steps (Figure 3b).

Equation 5
Equation #5

Muscle activity during ambulation

Muscle activity during gait is quantified using EMG signals.

  1. To collect EMG responses, EMG signals are hardware filtered at 20-450Hz, sampled at 1000 Hz, while synchronized with motion capture data.
  2. Off line, signals are highpass filtered at 30Hz to remove movement artifact full wave rectified and low-pass filtered at 20 Hz using a 4th order recursive Butterworth to create a linear envelope. Smoothed EMG signals are normalized to the percent gait cycle and averaged between at least 10 steps at the fasted speed obtained in either pre of post SSRI.
  3. Normative values of muscle activity are established using a database of healthy controls to establish normative on times and off times. The table below presents the normative activity of the 6 muscles throughout the gait cycle.
  4. Normative on time and off times for each muscle are overlaid on the EMG signals collected from the subject. The integrated area of the on time and off time are calculated. The spasticity index (SI) is calculated through Equation 5 11. Representative results are shown in Figure 3c.

Equation 6
Equation #6

Metabolic recordings during ambulation

Cardiorespiratory/metabolic capacity is assessed using measures of peak oxygen uptake (VO2peak; mL/kg/min) during graded treadmill testing using a K4b2 portable metabolic system (Cosmed USA Inc., Chicago IL).

  1. Metabolic system is calibrated in accordance with manufacturers' recommendations and affixed to patient.
  2. Baseline measurements of VO2 are obtained in a seated position for a minimum of 2 minutes and then again in a standing position for a minimum of 2 min. An internal user controlled mark on the metabolic system is used to sync events.
  3. While walking on the treadmill the VO2 is collected with manual marks provided by the experimenter with increases in speed (every 2 min).
  4. After the treadmill test, the data is downloaded to a personal computer for further analysis.
  5. VO2 data is analyzed by averaging the last minute of each 2 minute speed epoch and plotted for each speed (Figure 3d).

Figure 1
Figure 1. Following oral administration of SSRI in an individual with motor incomplete SCI there are notable alterations in clinical measures of motor activity. Both measures of involuntary reflex activity, mAsh (A) and SCATS (B) increased to varying degrees, suggesting the two clinical scales may be capturing a different aspect of the augmented involuntary activity. (C) Additionally, clinically detectable changes in volitional strength are observed following SSRI administration.

Figure 2
Figure 2. Following oral administration of SSRI in an individual with motor incomplete SCI there are notable alterations in quantitative static measures of motor activity. (A) Augmented and prolonged ankle plantarflexion torque and EMG are observed in response to repeated stretches of the plantarflexors following SSRI administration. Increased isometric torque is seen following SSRI administration. Interestingly, there is less activation deficit (greater CAR) following SSRI administration, indicating the individual is able to more fully activate their muscle during a maximal volitional contraction following SSRI administration.

Figure 3
Figure 3. Following oral administration of SSRI in an individual with motor incomplete SCI there are alterations in quantitative dynamic measures of motor activity. Analyses of variability of hip and knee kinematics (A) during ambulation using ACC (B) reveals that there is an increased consistency following SSRI medication, both pre and post measures are at 0.7 m/s. (C) Analysis lower extremity EMG activity during ambulation reveals an increase in inappropriate timing of muscle activity following SSRI medication, both pre and post measures are at 0.7 m/s. (D) Analysis of metabolic parameters during ambulation reveals a modest increase in O2 consumption during the graded treadmill test following SSRI administration.

Grade  (Ordinal score) Criteria
0 (0) no increase in muscle tone
1 (1) slight increase in muscle tone, manifested by a catch and release or by minimal resistance at the end of the range of motion when the affected part(s) is moved in flexion or extension
1+ (2) slight increase in muscle tone, manifested by a catch, followed by minimal resistance throughout the remainder (less than half) of the ROM
2 (3) more marked increase in muscle tone through most of the ROM, but affected part(s) easily moved
3 (4) considerable increase in muscle tone, passive movement difficult
4 (5) affected part(s) rigid in flexion or extension

Table 1: mAsh scoring, Modified from 12

Grade Criteria
Flexor Extensor Clonus
0 no reaction no reaction no reaction
1 less than 10° of excursion in flexion at the knee and hip or extension of the great toe activity is maintained less than 3 seconds clonus is maintained less than 3 seconds
2 10° to 30° of flexion at the knee and hip activity persists between 3 and 10 seconds clonus persists between 3 and 10 seconds
3 30° or greater of knee and hip flexion activity persists for more than 10 seconds clonus persists for more than 10 seconds

Table 2: SCATS scoring, Modified from 13

Grade Criteria
0 No visible or palpable muscle contraction noted
1 Any visible or palpable muscle is noted
2 The muscle is able to move, at least once, the part of the extremity to which it is inserted through a full range of motion in the position in which gravity is eliminated
3 The muscle is able to move, at least once, the part of the extremity to which it is inserted through a full range of motion in the position in which gravity must be overcome
4 The muscle is able to perform the function described for grade 3 and is able to provide some resistance against the efforts of the examiner
5 The muscle is able to exert, in the examiners judgment, a normal amount of resistance against the examiner's efforts

Table 3: LEMS scoring

Muscle Percent of Gait Cycle
  On Off
RF 0-30 and 55-75 30-55 and 75-100
VL 0-30 and 55-75 and 95-100 30-55 and 75-95
MH 0-25 and 65-100 25-65
MG 5-55 0-5 and 55-100
SOL 5-55 0-5 and 55-100
TA 0-15 15-100

Table 4: Normative on and off times of LE muscles during gait

Discussion

This video demonstration highlights methods to assess changes in reflex activity, volitional strength and ambulation following the acute oral administration of SSRIs in human SCI. This battery of assessments demonstrates that despite increases in so called abnormal reflex activity following acute oral administration of a SSRI, the individual with SCI demonstrated improvements in volitional strength, with only minor changes in locomotor ability. In these individuals the effects of augmented spasticity do not appear detrimental to ambulatory function. Additionally improvements in walking ability may be more pronounced in individuals with acute lesions. Continuing studies use these similar quantitative and clinical assessments to determine the efficacy of combined SSRIs and intensive physical interventions, as has been employed in animal models of SCI. With a sound theoretical framework based on long-standing and relatively new basic science research, these methods can help translate such information to a clinical population and may challenge some of the traditional protocols used in clinical practice to augment functional recovery in individuals with SCI.

Disclosures

No conflicts of interest declared.

Acknowledgments

NIH R21NS42516 to TGH
Craig H Nielsen Foundation Grant 83860 to TGH
NIDRR-RRTC.

APTA Doctoral Scholarship to CKT

Materials

Name Company Catalog Number Comments
Isokinetic Dynamometer Biodex System 3 with Rehab Toolkit
EMG system Delysis Bagnoli 2.1
EMG system Noraxon Mayosystem 1400a
Metabolic ConMed K4B2
Load Cell ATI Theta
Force Treadmill Bertek Pharmaceuticals FIT
Motion Capture Motion Analysis Corp. Eagle 3

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References

  1. Miller, J. F., Paul, K. D., Rymer, W. Z., Heckman, C. J. 5-HT1B/1D agonist CGS-12066B attenuates clasp knife reflex in the cat. J Neurophysiol. 74, 453-456 (1995).
  2. Gimenez y Ribotta, M. Kinematic analysis of recovered locomotor movements of the hindlimbs in paraplegic rats transplanted with monoaminergic embryonic neurons. Ann N Y Acad Sci. 860, 521-523 (1998).
  3. Landry, E. S., Guertin, P. A. Differential effects of 5-HT1 and 5-HT2 receptor agonists on hindlimb movements in paraplegic mice. Prog Neuropsychopharmacol Biol Psychiatry. 28, 1053-1060 (2004).
  4. Liu, J., Jordan, L. M. Stimulation of the parapyramidal region of the neonatal rat brain stem produces locomotor-like activity involving spinal 5-HT7 and 5-HT2A receptors. J Neurophysiol. 94, 1392-1404 (2005).
  5. Fong, A. J. Spinal cord-transected mice learn to step in response to quipazine treatment and robotic training. J Neurosci. 25, 11738-11747 (2005).
  6. Murray, K., Nakae, A., Stephens, M. J., Rank, M., D Amico, J., Harvey, P., Li, X., Harris, L., Ballou, E. W., Anelli, R., Heckman, C. J., Mashimo, T., Vavrek, R., Sanelli, L., Gorassini, M. A., Bennett, D. J., Fouad, K. Recovery of motoneuron and locomotor function after chronic spinal cord injury depends on constitutive activity in 5-HT2C receptors. Nature Medicine. , Forthcoming (2010).
  7. Pariente, J. Fluoxetine modulates motor performance and cerebral activation of patients recovering from stroke. Ann Neurol. 50, 718-729 (2001).
  8. Hornby, T. G., Lewek, M. D., Thompson, C. K., Heitz, R. Repeated maximal volitional effort contractions in human spinal cord injury: initial torque increases and reduced fatigue. Neurorehabil Neural Repair. 23, 928-938 (2009).
  9. ACSM's Guidelines for Exercise Testing and Prescription. , 6th edn, Lippincott, Williams & Wilkins. (2000).
  10. Lewek, M. D. Allowing intralimb kinematic variability during locomotor training poststroke improves kinematic consistency: a subgroup analysis from a randomized clinical trial. Phys Ther. 89, 829-839 (2009).
  11. Fung, J., Barbeau, H. A dynamic EMG profile index to quantify muscular activation disorder in spastic paretic gait. Electroencephalogr Clin Neurophysiol. 73, 233-244 (1989).
  12. Bohannon, R. W., Smith, M. B. Interrater reliability of a modified Ashworth scale of muscle spasticity. Phys Ther. 67, 206-207 (1987).
  13. Benz, E., TG, H. ornby, RK, B. ode, Scheidt, R. A., Schmit, B. D. A physiologically based clinical measure for spastic reflexes in spinal cord injury. Arch Phys Med Rehabil. 86, 52-59 (2005).

Tags

Pharmacologically Induced Alterations Motor Function Human Incomplete SCI Spinal Cord Injury Volitional Motor Control Recovery From SCI Long Term Rehabilitation Walking Ability Motor Incomplete SCI Residual Descending Pathways Motor Impairments Weakness Abnormal Involuntary Reflex Activity Spasticity Spasms Walking Recovery Abnormal Motor Reflexes Functional Benefits Pharmacological Interventions Physical Interventions Empirical Data Neuromodulatory Agents Monoamines Serotonin (5HT) Norepinephrine (NE) Walking Behaviors Animal Models Of SCI
Methods to Quantify Pharmacologically Induced Alterations in Motor Function in Human Incomplete SCI
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Cite this Article

Thompson, C. K., Jayaraman, A.,More

Thompson, C. K., Jayaraman, A., Kinnaird, C., Hornby, T. G. Methods to Quantify Pharmacologically Induced Alterations in Motor Function in Human Incomplete SCI. J. Vis. Exp. (50), e2148, doi:10.3791/2148 (2011).

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    Cardiac Magnetic Resonance Imaging at 7 Tesla
  • Research • Medicine
    Semi-quantitative Assessment Using [18F]FDG Tracer in Patients with Severe Brain Injury
  • Research • Medicine
    Handheld Metal Detector Screening for Metallic Foreign Body Ingestion in Children
  • Research • Medicine
    Conducting Maximal and Submaximal Endurance Exercise Testing to Measure Physiological and Biological Responses to Acute Exercise in Humans
  • Research • Medicine
    A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
  • Research • Medicine
    Autonomic Function Following Concussion in Youth Athletes: An Exploration of Heart Rate Variability Using 24-hour Recording Methodology
  • Research • Medicine
    Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
  • Research • Medicine
    Objective Nociceptive Assessment in Ventilated ICU Patients: A Feasibility Study Using Pupillometry and the Nociceptive Flexion Reflex
  • Research • Medicine
    'Boden Food Plate': Novel Interactive Web-based Method for the Assessment of Dietary Intake
  • Research • Medicine
    Anogenital Distance and Perineal Measurements of the Pelvic Organ Prolapse (POP) Quantification System
  • Research • Medicine
    Bedside Ultrasound for Guiding Fluid Removal in Patients with Pulmonary Edema: The Reverse-FALLS Protocol
  • Research • Medicine
    Muscle Imbalances: Testing and Training Functional Eccentric Hamstring Strength in Athletic Populations
  • Research • Medicine
    Isolation of Primary Human Decidual Cells from the Fetal Membranes of Term Placentae
  • Research • Medicine
    Skeletal Muscle Neurovascular Coupling, Oxidative Capacity, and Microvascular Function with 'One Stop Shop' Near-infrared Spectroscopy
  • Research • Medicine
    Collecting Hair Samples for Hair Cortisol Analysis in African Americans
  • Research • Medicine
    In Vivo Morphometric Analysis of Human Cranial Nerves Using Magnetic Resonance Imaging in Menière's Disease Ears and Normal Hearing Ears
  • Research • Medicine
    Measuring the Carotid to Femoral Pulse Wave Velocity (Cf-PWV) to Evaluate Arterial Stiffness
  • Research • Medicine
    Standardized Measurement of Nasal Membrane Transepithelial Potential Difference (NPD)
  • Research • Medicine
    Taste Exam: A Brief and Validated Test
  • Research • Medicine
    Absorption of Nasal and Bronchial Fluids: Precision Sampling of the Human Respiratory Mucosa and Laboratory Processing of Samples
  • Research • Medicine
    Methodology for Sputum Induction and Laboratory Processing
  • Research • Medicine
    Electrophysiological Measurement of Noxious-evoked Brain Activity in Neonates Using a Flat-tip Probe Coupled to Electroencephalography
  • Research • Medicine
    A Detailed Protocol for Physiological Parameters Acquisition and Analysis in Neurosurgical Critical Patients
  • Research • Medicine
    Oral Biofilm Sampling for Microbiome Analysis in Healthy Children
  • Research • Medicine
    Using Retinal Imaging to Study Dementia
  • Research • Medicine
    Application of an Amplitude-integrated EEG Monitor (Cerebral Function Monitor) to Neonates
  • Research • Medicine
    3D Ultrasound Imaging: Fast and Cost-effective Morphometry of Musculoskeletal Tissue
  • Research • Medicine
    The 4-vessel Sampling Approach to Integrative Studies of Human Placental Physiology In Vivo
  • Research • Medicine
    A Component-resolved Diagnostic Approach for a Study on Grass Pollen Allergens in Chinese Southerners with Allergic Rhinitis and/or Asthma
  • Research • Medicine
    A Novel Method: Super-selective Adrenal Venous Sampling
  • Research • Medicine
    A Method for Quantifying Upper Limb Performance in Daily Life Using Accelerometers
  • Research • Medicine
    Non-invasive Assessments of Subjective and Objective Recovery Characteristics Following an Exhaustive Jump Protocol
  • Research • Medicine
    Experimental Protocol of a Three-minute, All-out Arm Crank Exercise Test in Spinal-cord Injured and Able-bodied Individuals
  • Research • Medicine
    Phosphorus-31 Magnetic Resonance Spectroscopy: A Tool for Measuring In Vivo Mitochondrial Oxidative Phosphorylation Capacity in Human Skeletal Muscle
  • Research • Medicine
    Assessment of Pulmonary Capillary Blood Volume, Membrane Diffusing Capacity, and Intrapulmonary Arteriovenous Anastomoses During Exercise
  • Research • Medicine
    Assessment of Child Anthropometry in a Large Epidemiologic Study
  • Research • Medicine
    Video Movement Analysis Using Smartphones (ViMAS): A Pilot Study
  • Research • Medicine
    Network Analysis of Foramen Ovale Electrode Recordings in Drug-resistant Temporal Lobe Epilepsy Patients
  • Research • Medicine
    A Model to Simulate Clinically Relevant Hypoxia in Humans
  • Research • Medicine
    Interictal High Frequency Oscillations Detected with Simultaneous Magnetoencephalography and Electroencephalography as Biomarker of Pediatric Epilepsy
  • Research • Medicine
    Induction and Assessment of Exertional Skeletal Muscle Damage in Humans
  • Research • Medicine
    A Detailed Protocol for Perspiration Monitoring Using a Novel, Small, Wireless Device
  • Research • Medicine
    Drug-Induced Sleep Endoscopy (DISE) with Target Controlled Infusion (TCI) and Bispectral Analysis in Obstructive Sleep Apnea
  • Research • Medicine
    Integrated Compensatory Responses in a Human Model of Hemorrhage
  • Research • Medicine
    Transthoracic Speckle Tracking Echocardiography for the Quantitative Assessment of Left Ventricular Myocardial Deformation
  • Research • Medicine
    Impression Cytology of the Lid Wiper Area
  • Research • Behavior
    A Protocol of Manual Tests to Measure Sensation and Pain in Humans
  • Research • Medicine
    Unbiased Deep Sequencing of RNA Viruses from Clinical Samples
  • Research • Medicine
    A Choroid Plexus Epithelial Cell-based Model of the Human Blood-Cerebrospinal Fluid Barrier to Study Bacterial Infection from the Basolateral Side
  • Research • Medicine
    Isolation and Profiling of MicroRNA-containing Exosomes from Human Bile
  • Research • Medicine
    Generation of Microtumors Using 3D Human Biogel Culture System and Patient-derived Glioblastoma Cells for Kinomic Profiling and Drug Response Testing
  • Research • Medicine
    Ultrasound Assessment of Endothelial Function: A Technical Guideline of the Flow-mediated Dilation Test
  • Research • Medicine
    Using a Laminating Technique to Perform Confocal Microscopy of the Human Sclera
  • Research • Medicine
    Intravenous Endotoxin Challenge in Healthy Humans: An Experimental Platform to Investigate and Modulate Systemic Inflammation
  • Research • Medicine
    Modeling and Simulations of Olfactory Drug Delivery with Passive and Active Controls of Nasally Inhaled Pharmaceutical Aerosols
  • Research • Medicine
    Exosomal miRNA Analysis in Non-small Cell Lung Cancer (NSCLC) Patients' Plasma Through qPCR: A Feasible Liquid Biopsy Tool
  • Research • Medicine
    A Multimodal Imaging- and Stimulation-based Method of Evaluating Connectivity-related Brain Excitability in Patients with Epilepsy
  • Research • Medicine
    Measuring Cardiac Autonomic Nervous System (ANS) Activity in Toddlers - Resting and Developmental Challenges
  • Research • Medicine
    Using Saccadometry with Deep Brain Stimulation to Study Normal and Pathological Brain Function
  • Research • Medicine
    Quantitative Fundus Autofluorescence for the Evaluation of Retinal Diseases
  • Research • Medicine
    Diagnosis of Musculus Gastrocnemius Tightness - Key Factors for the Clinical Examination
  • Research • Medicine
    Stereo-Electro-Encephalo-Graphy (SEEG) With Robotic Assistance in the Presurgical Evaluation of Medical Refractory Epilepsy: A Technical Note
  • Research • Medicine
    Quantitative Magnetic Resonance Imaging of Skeletal Muscle Disease
  • Research • Medicine
    Transcutaneous Microcirculatory Imaging in Preterm Neonates
  • Research • Medicine
    Using an Ingestible Telemetric Temperature Pill to Assess Gastrointestinal Temperature During Exercise
  • Research • Medicine
    Design, Fabrication, and Administration of the Hand Active Sensation Test (HASTe)
  • Research • Medicine
    MRI-guided dmPFC-rTMS as a Treatment for Treatment-resistant Major Depressive Disorder
  • Research • Medicine
    Functional Human Liver Preservation and Recovery by Means of Subnormothermic Machine Perfusion
  • Research • Medicine
    A Multicenter MRI Protocol for the Evaluation and Quantification of Deep Vein Thrombosis
  • Research • Medicine
    Determining The Electromyographic Fatigue Threshold Following a Single Visit Exercise Test
  • Research • Medicine
    Use of Electromagnetic Navigational Transthoracic Needle Aspiration (E-TTNA) for Sampling of Lung Nodules
  • Research • Medicine
    Trabecular Meshwork Response to Pressure Elevation in the Living Human Eye
  • Research • Medicine
    In Vivo, Percutaneous, Needle Based, Optical Coherence Tomography of Renal Masses
  • Research • Medicine
    Establishment of Human Epithelial Enteroids and Colonoids from Whole Tissue and Biopsy
  • Research • Medicine
    Human Brown Adipose Tissue Depots Automatically Segmented by Positron Emission Tomography/Computed Tomography and Registered Magnetic Resonance Images
  • Research • Medicine
    Preparation and Respirometric Assessment of Mitochondria Isolated from Skeletal Muscle Tissue Obtained by Percutaneous Needle Biopsy
  • Research • Medicine
    A Methodological Approach to Non-invasive Assessments of Vascular Function and Morphology
  • Research • Medicine
    Isolation and Immortalization of Patient-derived Cell Lines from Muscle Biopsy for Disease Modeling
  • Research • Medicine
    State of the Art Cranial Ultrasound Imaging in Neonates
  • Research • Medicine
    Measurement of Dynamic Scapular Kinematics Using an Acromion Marker Cluster to Minimize Skin Movement Artifact
  • Research • Medicine
    The Supraclavicular Fossa Ultrasound View for Central Venous Catheter Placement and Catheter Change Over Guidewire
  • Research • Medicine
    Ultrasound Assessment of Endothelial-Dependent Flow-Mediated Vasodilation of the Brachial Artery in Clinical Research
  • Research • Medicine
    Tracking the Mammary Architectural Features and Detecting Breast Cancer with Magnetic Resonance Diffusion Tensor Imaging
  • Research • Medicine
    A Neuroscientific Approach to the Examination of Concussions in Student-Athletes
  • Research • Medicine
    DTI of the Visual Pathway - White Matter Tracts and Cerebral Lesions
  • Research • Medicine
    Collection, Isolation, and Flow Cytometric Analysis of Human Endocervical Samples
  • Research • Medicine
    Fundus Photography as a Convenient Tool to Study Microvascular Responses to Cardiovascular Disease Risk Factors in Epidemiological Studies
  • Research • Medicine
    A Multi-Modal Approach to Assessing Recovery in Youth Athletes Following Concussion
  • Research • Medicine
    Clinical Assessment of Spatiotemporal Gait Parameters in Patients and Older Adults
  • Research • Medicine
    Multi-electrode Array Recordings of Human Epileptic Postoperative Cortical Tissue
  • Research • Medicine
    Collection and Extraction of Saliva DNA for Next Generation Sequencing
  • Research • Medicine
    Fast and Accurate Exhaled Breath Ammonia Measurement
  • Research • Medicine
    Developing Neuroimaging Phenotypes of the Default Mode Network in PTSD: Integrating the Resting State, Working Memory, and Structural Connectivity
  • Research • Medicine
    Two Methods for Establishing Primary Human Endometrial Stromal Cells from Hysterectomy Specimens
  • Research • Medicine
    Assessment of Vascular Function in Patients With Chronic Kidney Disease
  • Research • Medicine
    Coordinate Mapping of Hyolaryngeal Mechanics in Swallowing
  • Research • Medicine
    Network Analysis of the Default Mode Network Using Functional Connectivity MRI in Temporal Lobe Epilepsy
  • Research • Medicine
    EEG Mu Rhythm in Typical and Atypical Development
  • Research • Medicine
    The Multiple Sclerosis Performance Test (MSPT): An iPad-Based Disability Assessment Tool
  • Research • Medicine
    Isolation and Functional Characterization of Human Ventricular Cardiomyocytes from Fresh Surgical Samples
  • Research • Medicine
    Dynamic Visual Tests to Identify and Quantify Visual Damage and Repair Following Demyelination in Optic Neuritis Patients
  • Research • Medicine
    Primary Culture of Human Vestibular Schwannomas
  • Research • Medicine
    Utility of Dissociated Intrinsic Hand Muscle Atrophy in the Diagnosis of Amyotrophic Lateral Sclerosis
  • Research • Medicine
    Lesion Explorer: A Video-guided, Standardized Protocol for Accurate and Reliable MRI-derived Volumetrics in Alzheimer's Disease and Normal Elderly
  • Research • Medicine
    Pulse Wave Velocity Testing in the Baltimore Longitudinal Study of Aging
  • Research • Medicine
    Isolation, Culture, and Imaging of Human Fetal Pancreatic Cell Clusters
  • Research • Medicine
    3D-Neuronavigation In Vivo Through a Patient's Brain During a Spontaneous Migraine Headache
  • Research • Medicine
    A Novel Application of Musculoskeletal Ultrasound Imaging
  • Research • Medicine
    Computerized Dynamic Posturography for Postural Control Assessment in Patients with Intermittent Claudication
  • Research • Medicine
    Collecting Saliva and Measuring Salivary Cortisol and Alpha-amylase in Frail Community Residing Older Adults via Family Caregivers
  • Research • Medicine
    Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
  • Research • Medicine
    Transcriptomic Analysis of Human Retinal Surgical Specimens Using jouRNAl
  • Research • Medicine
    Improved Protocol For Laser Microdissection Of Human Pancreatic Islets From Surgical Specimens
  • Research • Medicine
    Evaluation of Respiratory Muscle Activation Using Respiratory Motor Control Assessment (RMCA) in Individuals with Chronic Spinal Cord Injury
  • Research • Medicine
    Minimal Erythema Dose (MED) Testing
  • Research • Medicine
    Measuring Cardiac Autonomic Nervous System (ANS) Activity in Children
  • Research • Medicine
    Collecting And Measuring Wound Exudate Biochemical Mediators In Surgical Wounds
  • Research • Medicine
    A Research Method For Detecting Transient Myocardial Ischemia In Patients With Suspected Acute Coronary Syndrome Using Continuous ST-segment Analysis
  • Research • Medicine
    Using a Chemical Biopsy for Graft Quality Assessment
  • Research • Medicine
    Characterizing Exon Skipping Efficiency in DMD Patient Samples in Clinical Trials of Antisense Oligonucleotides
  • Research • Medicine
    In Vitro Assessment of Cardiac Function Using Skinned Cardiomyocytes
  • Research • Medicine
    Normothermic Ex Situ Heart Perfusion in Working Mode: Assessment of Cardiac Function and Metabolism
  • Research • Medicine
    Evaluation of Vascular Control Mechanisms Utilizing Video Microscopy of Isolated Resistance Arteries of Rats
  • Research • Medicine
    Bronchoalveolar Lavage (BAL) for Research; Obtaining Adequate Sample Yield
  • Research • Medicine
    Non-invasive Optical Measurement of Cerebral Metabolism and Hemodynamics in Infants
  • Research • Medicine
    Tilt Testing with Combined Lower Body Negative Pressure: a "Gold Standard" for Measuring Orthostatic Tolerance
  • Research • Medicine
    Driving Simulation in the Clinic: Testing Visual Exploratory Behavior in Daily Life Activities in Patients with Visual Field Defects
  • Research • Medicine
    Isolation, Characterization and Comparative Differentiation of Human Dental Pulp Stem Cells Derived from Permanent Teeth by Using Two Different Methods
  • Research • Medicine
    Portable Intermodal Preferential Looking (IPL): Investigating Language Comprehension in Typically Developing Toddlers and Young Children with Autism
  • Research • Medicine
    Intraoperative Detection of Subtle Endometriosis: A Novel Paradigm for Detection and Treatment of Pelvic Pain Associated with the Loss of Peritoneal Integrity
  • Research • Medicine
    The Use of Primary Human Fibroblasts for Monitoring Mitochondrial Phenotypes in the Field of Parkinson's Disease
  • Research • Medicine
    Collection Protocol for Human Pancreas
  • Research • Medicine
    The α-test: Rapid Cell-free CD4 Enumeration Using Whole Saliva
  • Research • Medicine
    The Measurement and Treatment of Suppression in Amblyopia
  • Research • Medicine
    Corneal Donor Tissue Preparation for Endothelial Keratoplasty
  • Research • Medicine
    Quantification of Atherosclerotic Plaque Activity and Vascular Inflammation using [18-F] Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (FDG-PET/CT)
  • Research • Medicine
    Eye Tracking Young Children with Autism
  • Research • Medicine
    Doppler Optical Coherence Tomography of Retinal Circulation
  • Research • Medicine
    Utilizing Transcranial Magnetic Stimulation to Study the Human Neuromuscular System
  • Research • Medicine
    Detection and Genogrouping of Noroviruses from Children's Stools By Taqman One-step RT-PCR
  • Research • Medicine
    Method to Measure Tone of Axial and Proximal Muscle
  • Research • Medicine
    The Trier Social Stress Test Protocol for Inducing Psychological Stress
  • Research • Medicine
    Probing the Brain in Autism Using fMRI and Diffusion Tensor Imaging
  • Research • Medicine
    Multifocal Electroretinograms
  • Research • Medicine
    Isolation of Human Islets from Partially Pancreatectomized Patients
  • Research • Medicine
    Examining the Characteristics of Episodic Memory using Event-related Potentials in Patients with Alzheimer's Disease
  • Research • Medicine
    Magnetic Resonance Imaging Quantification of Pulmonary Perfusion using Calibrated Arterial Spin Labeling
  • Research • Medicine
    Manual Muscle Testing: A Method of Measuring Extremity Muscle Strength Applied to Critically Ill Patients
  • Research • Medicine
    Expired CO2 Measurement in Intubated or Spontaneously Breathing Patients from the Emergency Department
  • Research • Medicine
    A Protocol for Comprehensive Assessment of Bulbar Dysfunction in Amyotrophic Lateral Sclerosis (ALS)
  • Research • Medicine
    An Investigation of the Effects of Sports-related Concussion in Youth Using Functional Magnetic Resonance Imaging and the Head Impact Telemetry System
  • Research • Medicine
    Corneal Confocal Microscopy: A Novel Non-invasive Technique to Quantify Small Fibre Pathology in Peripheral Neuropathies
  • Research • Medicine
    Methods to Quantify Pharmacologically Induced Alterations in Motor Function in Human Incomplete SCI
  • Research • Medicine
    Multispectral Real-time Fluorescence Imaging for Intraoperative Detection of the Sentinel Lymph Node in Gynecologic Oncology
  • Research • Medicine
    Technique to Collect Fungiform (Taste) Papillae from Human Tongue
  • Research • Medicine
    Assessing Endothelial Vasodilator Function with the Endo-PAT 2000
  • Research • Medicine
    Making Sense of Listening: The IMAP Test Battery
  • Research • Medicine
    An Experimental Paradigm for the Prediction of Post-Operative Pain (PPOP)
  • Research • Biology
    Bioelectric Analyses of an Osseointegrated Intelligent Implant Design System for Amputees
  • Research • Biology
    Demonstration of Cutaneous Allodynia in Association with Chronic Pelvic Pain
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