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Antonellis P, Campbell KR, Wilhelm JL, Shaw JD, Chesnutt JC, King LA. Exercise Intolerance After Mild Traumatic Brain Injury Occurs in All Subtypes in the Adult Population. J Neurotrauma 2024; 41:635-645. [PMID: 37534853 PMCID: PMC11071083 DOI: 10.1089/neu.2023.0168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2023] Open
Abstract
Thematically grouped symptom clusters are present during the acute timeline of post-mild traumatic brain injuries (mTBI), representing clinical profiles called subtypes. Exercise intolerance has not been evaluated within the subtype classifications and, because guidelines support early submaximal aerobic exercise, further knowledge is required in regard to the exercise capabilities among the concussion subtypes. This cross-sectional study (n = 78) aimed to characterize the presence of exercise intolerance within the clinical subtypes and to explore performance on the Buffalo Concussion Treadmill Test (BCTT) in the adult subacute (2-12 weeks post-injury) mTBI population. All participants were evaluated using the BCTT to determine exercise tolerance. We first used the Neurobehavioral Symptom Inventory (NSI) questionnaire to assign each participant a primary subtype(s). To further explore all five subtypes (headache, cognitive, vestibular, ocular motor, and mood), participants were assessed using a multitude of thematically grouped assessments including self-reported questionnaires, clinical tests of vestibular and ocular motor function, balance function, and computerized cognitive testing. Thirty-seven (47%) subjects were exercise tolerant and 41 (53%) were exercise intolerant. There was no difference in the distribution of primary subtypes between the exercise tolerant and exercise intolerant groups. In addition, no significant differences were found between the exercise tolerant and exercise intolerant groups on other thematically grouped subtype assessments. The exercise intolerant group had a significantly higher resting heart rate (HR), lower percentage of age-predicted maximum HR achieved, lower Borg Rate of Perceived Exertion (RPE), and could walk on the treadmill for less time (lower duration) compared with the exercise tolerant group. The current findings suggest that exercise intolerance is common and pervasive across all five mTBI subtypes. A comprehensive mTBI assessment should include evaluation for exercise intolerance regardless of the primary clustering of symptoms and across patient populations. Therefore, early referral to physical therapists, athletic trainers, or medical clinics that can perform the BCTT may be helpful to initiate appropriate exercise prescriptions for patients with mTBI.
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Affiliation(s)
- Prokopios Antonellis
- Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Kody R. Campbell
- Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Jennifer L. Wilhelm
- Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Jesse D. Shaw
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - James C. Chesnutt
- Department of Family Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Laurie A. King
- Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
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Campbell KR, Wilhelm JL, Antonellis P, Scanlan KT, Pettigrew NC, Martini DN, Chesnutt JC, King LA. Assessing the Effects of Mild Traumatic Brain Injury on Vestibular Home Exercise Performance with Wearable Sensors. Sensors (Basel) 2023; 23:9860. [PMID: 38139706 PMCID: PMC10748190 DOI: 10.3390/s23249860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 12/12/2023] [Accepted: 12/14/2023] [Indexed: 12/24/2023]
Abstract
After a mild traumatic brain injury (mTBI), dizziness and balance problems are frequently reported, affecting individuals' daily lives and functioning. Vestibular rehabilitation is a standard treatment approach for addressing these issues, but its efficacy in this population remains inconclusive. A potential reason for suboptimal outcomes is the lack of objective monitoring of exercise performance, which is crucial for therapeutic success. This study utilized wearable inertial measurement units (IMUs) to quantify exercise performance in individuals with mTBI during home-based vestibular rehabilitation exercises. Seventy-three people with mTBI and fifty healthy controls were enrolled. Vestibular exercises were performed, and IMUs measured forehead and sternum velocities and range of motions. The mTBI group demonstrated a slower forehead peak angular velocity in all exercises, which may be a compensatory strategy to manage balance issues or symptom exacerbation. Additionally, the mTBI group exhibited a larger forehead range of motion during specific exercises, potentially linked to proprioceptive deficits. These findings emphasize the usefulness of utilizing IMUs to monitor the quality of home-based vestibular exercises for individuals with mTBI and the potential for IMUs improving rehabilitation outcomes.
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Affiliation(s)
- Kody R. Campbell
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA; (J.L.W.); (P.A.); (L.A.K.)
| | - Jennifer L. Wilhelm
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA; (J.L.W.); (P.A.); (L.A.K.)
| | - Prokopios Antonellis
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA; (J.L.W.); (P.A.); (L.A.K.)
| | - Kathleen T. Scanlan
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA; (J.L.W.); (P.A.); (L.A.K.)
| | - Natalie C. Pettigrew
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA; (J.L.W.); (P.A.); (L.A.K.)
| | - Douglas N. Martini
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, MA 01060, USA
| | - James C. Chesnutt
- Department of Family Medicine, Oregon Health & Science University, Portland, OR 97239, USA
| | - Laurie A. King
- Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA; (J.L.W.); (P.A.); (L.A.K.)
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Campbell KR, Wilhelm JL, Pettigrew NC, Scanlan KT, Chesnutt JC, King LA. Implementation and Adoption of Telerehabilitation for Treating Mild Traumatic Brain Injury. J Neurol Phys Ther 2022; 46:E1-E10. [PMID: 35666882 DOI: 10.1097/npt.0000000000000409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND AND PURPOSE Multimodal physical therapy for mild traumatic brain injury (mTBI) has been shown to improve recovery. Due to the coronavirus disease-2019 (COVID-19) pandemic, a clinical trial assessing the timing of multimodal intervention was adapted for telerehabilitation. This pilot study explored feasibility and adoption of an in-person rehabilitation program for subacute mTBI delivered through telerehabilitation. METHODS Fifty-six in-person participants-9 males; mean (SD) age 34.3 (12.2); 67 (31) days post-injury-and 17 telerehabilitation participants-8 males; age 38.3 (12.7); 61 (37) days post-injury-with subacute mTBI (between 2 and 12 weeks from injury) were enrolled. Intervention included 8, 60-minute visits over 6 weeks and included subcategories that targeted cervical spine, cardiovascular, static balance, and dynamic balance impairments. Telerehabilitation was modified to be safely performed at home with minimal equipment. Outcome measures included feasibility (the number that withdrew from the study, session attendance, home exercise program adherence, adverse events, telerehabilitation satisfaction, and progression of exercises performed), and changes in mTBI symptoms pre- and post-rehabilitation were estimated with Hedges' g effect sizes. RESULTS In-person and telerehabilitation had a similar study withdrawal rate (13% vs 12%), high session attendance (92% vs 97%), and no adverse events. The telerehabilitation group found the program easy to use (4.2/5), were satisfied with care (4.7/5), and thought it helped recovery (4.7/5). The telerehabilitation intervention was adapted by removing manual therapy and cardiovascular portions and decreasing dynamic balance exercises compared with the in-person group. The in-person group had a large effect size (-0.94) in decreases in symptoms following rehabilitation, while the telerehabilitation group had a moderate effect size (-0.73). DISCUSSION AND CONCLUSIONS Telerehabilitation may be feasible for subacute mTBI. Limited ability to address cervical spine, cardiovascular, and dynamic balance domains along with underdosage of exercise progression may explain group differences in symptom resolution.Video Abstract available for more insights from the authors (see the Video, Supplemental Digital Content 1, available at: http://links.lww.com/JNPT/A392 ).
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Affiliation(s)
- Kody R Campbell
- Departments of Neurology (K.R.C., J.L.W., N.C.P., K.T.S., L.A.K.) and Family Medicine, Neurology, and Orthopedics and Rehabilitation (J.C.C.), Oregon Health and Science University, Portland; Veterans Affairs Portland Health Care System, Portland, Oregon (K.R.C., J.L.W., N.C.P., K.T.S., J.C.C., L.A.K.); and Center for Regenerative Medicine, Oregon Health and Science University, Portland
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Abstract
Purpose This article describes two concussion models built on the current state of science that help illustrate the complicated interactions among the multiple factors that drive concussion symptoms. Consideration of these models remind practitioners, including speech-language pathologists, to attend to factors that increase the risk of patients developing prolonged symptoms, as well as attend to symptoms that result from various interactions and may differentially respond to specific treatments. In particular, the models encourage personalized or precision medicine and the implementation of targeted, coordinated therapies.
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Affiliation(s)
- James C Chesnutt
- Departments of Family Medicine, Neurology, and Orthopedics & Rehabilitation, Oregon Health & Science University, School of Medicine, Portland
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Campbell KR, Parrington L, Peterka RJ, Martini DN, Hullar TE, Horak FB, Chesnutt JC, Fino PC, King LA. Exploring persistent complaints of imbalance after mTBI: Oculomotor, peripheral vestibular and central sensory integration function. J Vestib Res 2021; 31:519-530. [PMID: 34024798 DOI: 10.3233/ves-201590] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Little is known on the peripheral and central sensory contributions to persistent dizziness and imbalance following mild traumatic brain injury (mTBI). OBJECTIVE To identify peripheral vestibular, central integrative, and oculomotor causes for chronic symptoms following mTBI. METHODS Individuals with chronic mTBI symptoms and healthy controls (HC) completed a battery of oculomotor, peripheral vestibular and instrumented posturography evaluations and rated subjective symptoms on validated questionnaires. We defined abnormal oculomotor, peripheral vestibular, and central sensory integration for balance measures among mTBI participants as falling outside a 10-percentile cutoff determined from HC data. A X-squared test associated the proportion of normal and abnormal responses in each group. Partial Spearman's rank correlations evaluated the relationships between chronic symptoms and measures of oculomotor, peripheral vestibular, and central function for balance control. RESULTS The mTBI group (n = 58) had more abnormal measures of central sensory integration for balance than the HC (n = 61) group (mTBI: 41% -61%; HC: 10%, p's < 0.001), but no differences on oculomotor and peripheral vestibular function (p > 0.113). Symptom severities were negatively correlated with central sensory integration for balance scores (p's < 0.048). CONCLUSIONS Ongoing balance complaints in people with chronic mTBI are explained more by central sensory integration dysfunction rather than peripheral vestibular or oculomotor dysfunction.
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Affiliation(s)
- Kody R Campbell
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Lucy Parrington
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - Robert J Peterka
- National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, Portland, OR, USA
| | - Douglas N Martini
- Department of Kinesiology, University of Massachusetts Amherst, Amherst, MA, USA
| | - Timothy E Hullar
- National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, Portland, OR, USA.,Department of Otolaryngology-Head and Neck Surgery, Oregon Health and Science University, Portland, OR, USA
| | - Fay B Horak
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
| | - James C Chesnutt
- Departments of Family Medicine, Neurology, and Orthopedics & Rehabilitation, Oregon Health and Science University, Portland, OR, USA
| | - Peter C Fino
- Department of Health and Kinesiology, University of Utah, Salt Lake City, UT, USA
| | - Laurie A King
- Department of Neurology, Oregon Health and Science University, Portland, OR, USA
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Parrington L, Popa B, Martini DN, Chesnutt JC, King LA. Instrumented balance assessment in mild traumatic brain injury: Normative values and descriptive data for acute, sub-acute and chronic populations. Journal of Concussion 2020. [DOI: 10.1177/2059700220975605] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Often the Balance Error Scoring System (BESS) is used to assess balance during a clinical evaluation of a patient presenting with mild Traumatic Brain Injury (mTBI). Although recent research has shown the benefits of using inertial sensor measures such as the Root Mean Square (RMS) of the acceleration in place of clinical scoring, few normative data are available for clinicians to reference. The purpose of this paper was to provide normative data collected using wearable sensors for healthy controls across three age groups, as well as providing cohort data for mTBI participants across three stages following injury (acute, sub-acute and chronic). The RMS in the Medio-Lateral direction (ML RMS sway) of each condition (double stance – DS; single stance – SS; and tandem stance – TS) was extracted per participant for analysis. The average ML RMS sway across all conditions was also calculated (ML RMS-Av). Percentiles were calculated to provide normative data, and two multivariate general linear models were used to evaluate differences between 1) non-athlete controls, athlete controls, and athletes with acute mTBI, and 2) non-athletic cohorts of control, sub-acute and chronic mTBI groups across young, middle-aged, and older adults. Model 1 revealed athletes with acute mTBI had more ML RMS sway than athlete controls the for the DS condition ( p < 0.001), but no differences with non-athlete controls. Athlete controls also had less ML RMS sway for the SS condition and ML RMS-Av ( p ≤ 0.022) compared with non-athlete controls. Model 2 revealed less ML RMS sway in the control group than the sub-acute and chronic mTBI groups for DS ( p ≤ 0.004), but no differences between the sub-acute and chronic group, while more ML RMS sway occurred in the chronic group compared with the control and sub-acute groups for the TS condition and ML RMS-Av ( p ≤ 0.013). Older adults had more ML RMS sway than young and middle-aged adults for SS, TS and ML RMS-Av ( p ≤ 0.019), while there were no differences between the young and middle-aged adults. Normative values presented here can help increase the practical application of instrumented balance assessment of mTBI patients through wearable sensors. ML RMS sway in the DS condition provided the clearest distinction between control and mTBI groups, but we caution that young adult athletes need to be assessed against athletic peers in the absence of baseline normative values. In non-athlete cohorts, age and gender norms may not be necessary to consider when assessing DS performance; however, age may be an important factor to consider when accessing norms for other stance conditions or the average performance across all conditions.
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Affiliation(s)
- Lucy Parrington
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
- Veterans Affairs Portland Health Care System, Portland, OR, USA
| | - Bryana Popa
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
- OHSU-PSU School of Public Health, Portland State University, Portland, OR, USA
| | - Douglas N Martini
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
- Veterans Affairs Portland Health Care System, Portland, OR, USA
| | - James C Chesnutt
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
- Department of Orthopedics & Rehabilitation and Family Medicine, Oregon Health & Science University, Portland, OR, USA
- Rebound Orthopedics and Neurosurgery, Portland, OR, USA
| | - Laurie A King
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
- Veterans Affairs Portland Health Care System, Portland, OR, USA
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7
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Parrington L, Jehu DA, Fino PC, Stuart S, Wilhelm J, Pettigrew N, Murchison CF, El-Gohary M, VanDerwalker J, Pearson S, Hullar T, Chesnutt JC, Peterka RJ, Horak FB, King LA. The Sensor Technology and Rehabilitative Timing (START) Protocol: A Randomized Controlled Trial for the Rehabilitation of Mild Traumatic Brain Injury. Phys Ther 2020; 100:687-697. [PMID: 31951263 PMCID: PMC8493665 DOI: 10.1093/ptj/pzaa007] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 11/16/2018] [Accepted: 10/04/2019] [Indexed: 01/01/2023]
Abstract
BACKGROUND Clinical practice for rehabilitation after mild traumatic brain injury (mTBI) is variable, and guidance on when to initiate physical therapy is lacking. Wearable sensor technology may aid clinical assessment, performance monitoring, and exercise adherence, potentially improving rehabilitation outcomes during unsupervised home exercise programs. OBJECTIVE The objectives of this study were to: (1) determine whether initiating rehabilitation earlier than typical will improve outcomes after mTBI, and (2) examine whether using wearable sensors during a home-exercise program will improve outcomes in participants with mTBI. DESIGN This was a randomized controlled trial. SETTING This study will take place within an academic hospital setting at Oregon Health & Science University and Veterans Affairs Portland Health Care System, and in the home environment. PARTICIPANTS This study will include 160 individuals with mTBI. INTERVENTION The early intervention group (n = 80) will receive one-on-one physical therapy 8 times over 6 weeks and complete daily home exercises. The standard care group (n = 80) will complete the same intervention after a 6- to 8-week wait period. One-half of each group will receive wearable sensors for therapist monitoring of patient adherence and quality of movements during their home exercise program. MEASUREMENTS The primary outcome measure will be the Dizziness Handicap Inventory score. Secondary outcome measures will include symptomatology, static and dynamic postural control, central sensorimotor integration posturography, and vestibular-ocular-motor function. LIMITATIONS Potential limitations include variable onset of care, a wide range of ages, possible low adherence and/or withdrawal from the study in the standard of care group, and low Dizziness Handicap Inventory scores effecting ceiling for change after rehabilitation. CONCLUSIONS If initiating rehabilitation earlier improves primary and secondary outcomes post-mTBI, this could help shape current clinical care guidelines for rehabilitation. Additionally, using wearable sensors to monitor performance and adherence may improve home exercise outcomes.
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Affiliation(s)
- Lucy Parrington
- Department of Neurology, Oregon Health & Science University,
Portland, Oregon; and Veterans Affairs Portland Health Care System, Portland, Oregon
| | - Deborah A Jehu
- Department of Neurology, Oregon Health & Science University;
Djavad Mowafaghian Centre for Brain Health, Centre for Hip Health and Mobility, and
Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia,
Canada
| | - Peter C Fino
- Department of Neurology, Oregon Health & Science University;
Veterans Affairs Portland Health Care System; and Department of Health, Kinesiology, and
Recreation, University of Utah, Salt Lake City, Utah
| | - Samuel Stuart
- Department of Neurology, Oregon Health & Science University;
and Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon
Tyne, United Kingdom
| | | | | | - Charles F Murchison
- Department of Neurology, Oregon Health & Science University;
and Department of Biostatistics at the University of Alabama, Birmingham, Alabama
| | | | | | | | - Timothy Hullar
- Department of Otolaryngology-Head and Neck Surgery, Oregon Health
& Science University
| | - James C Chesnutt
- Departments of Family Medicine, Neurology, and Orthopedics &
Rehabilitation, Oregon Health & Science University
| | - Robert J Peterka
- National Center for Rehabilitative Auditory Research, Veterans
Affairs Portland Health Care System
| | - Fay B Horak
- Department of Neurology, Oregon Health & Science University;
Veterans Affairs Portland Health Care System; and APDM Inc
| | - Laurie A King
- Department of Neurology, Oregon Health & Science University,
3181 SW Sam Jackson Park Rd, Portland, OR 97239 (USA); Veterans Affairs Portland Health Care
System; and National Center for Rehabilitative Auditory Research, Veterans Affairs Portland
Health Care System,Address all correspondence to Dr King at:
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Stuart S, Parrington L, Martini DN, Kreter N, Chesnutt JC, Fino PC, King LA. Analysis of Free-Living Mobility in People with Mild Traumatic Brain Injury and Healthy Controls: Quality over Quantity. J Neurotrauma 2020; 37:139-145. [DOI: 10.1089/neu.2019.6450] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Affiliation(s)
- Samuel Stuart
- Department of Neurology, Oregon Health and Science University, Portland, Oregon
- Veterans Affairs Portland Health Care System, Portland, Oregon
| | - Lucy Parrington
- Department of Neurology, Oregon Health and Science University, Portland, Oregon
- Veterans Affairs Portland Health Care System, Portland, Oregon
| | - Douglas N. Martini
- Department of Neurology, Oregon Health and Science University, Portland, Oregon
- Veterans Affairs Portland Health Care System, Portland, Oregon
| | - Nicholas Kreter
- Department of Neurology, Oregon Health and Science University, Portland, Oregon
- Veterans Affairs Portland Health Care System, Portland, Oregon
| | - James C. Chesnutt
- Department of Neurology, Oregon Health and Science University, Portland, Oregon
| | - Peter C. Fino
- Department of Health, Kinesiology, and Recreation, University of Utah, Salt Lake City, Utah
| | - Laurie A. King
- Department of Neurology, Oregon Health and Science University, Portland, Oregon
- Veterans Affairs Portland Health Care System, Portland, Oregon
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Parrington L, Fino NF, Fino PC, Murchison CF, Chesnutt JC, King LA. Inflection points in longitudinal models: Tracking recovery and return to play following concussion. Scand J Med Sci Sports 2018; 28:2436-2442. [PMID: 29885270 DOI: 10.1111/sms.13239] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2018] [Indexed: 11/26/2022]
Abstract
The return to play (RTP) process may occur during longitudinal studies tracking recovery after concussion. This factor, which is often omitted within statistical designs, could affect the fit and overall interpretation of the statistical model. This article demonstrates the difference in results and interpretation between 2 linear mixed-model designs: (1) a between-group longitudinal (GROUP) analysis and (2) a between-group longitudinal model that used an inflection point to account for changes around the time of RTP (RTP analysis). These analyses were conducted on instrumented balance data collected on 23 concussed athletes and 25 controls over 8 weeks following concussion. Total sway area and the range of mediolateral acceleration were used as outcome measures. No significant findings were found in the GROUP design for either outcome measure. In contrast, the RTP analysis revealed significant effects of time (P = .007) and RTP change (P = .007), and group*time (P = .028) and group*RTP change (P = .022) interactions for total sway area, and effects of group (P = .011), time (P = .010), and RTP change (P = .014), and group*time (P = .013) and group*RTP change interactions (P = .013) for range of mediolateral acceleration. For both outcomes, the RTP model fit the data significantly better on comparison of likelihood ratios (P ≤ .027). These results suggest that allowing for an inflection point in the statistical design may assist understanding of what happens around clinically meaningful time points. The choice of statistical model had a considerable effect on the interpretation of findings, and provokes discussion around the best method for analyzing longitudinal datasets when important clinical time points like RTP exist.
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Affiliation(s)
- L Parrington
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.,Veterans Affairs Portland Health Care System, Portland, OR, USA
| | - N F Fino
- Biostatistics and Design Program, Oregon Health and Science University, Portland, OR, USA
| | - P C Fino
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.,Veterans Affairs Portland Health Care System, Portland, OR, USA
| | - C F Murchison
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA
| | - J C Chesnutt
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.,Department of Orthopedics and Rehabilitation, School of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - L A King
- Department of Neurology, Oregon Health & Science University, Portland, OR, USA.,Veterans Affairs Portland Health Care System, Portland, OR, USA
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Fino PC, Parrington L, Pitt W, Martini DN, Chesnutt JC, Chou LS, King LA. Detecting gait abnormalities after concussion or mild traumatic brain injury: A systematic review of single-task, dual-task, and complex gait. Gait Posture 2018; 62:157-166. [PMID: 29550695 DOI: 10.1016/j.gaitpost.2018.03.021] [Citation(s) in RCA: 81] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Revised: 03/01/2018] [Accepted: 03/07/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND While a growing number of studies have investigated the effects of concussion or mild traumatic brain injury (mTBI) on gait, many studies use different experimental paradigms and outcome measures. The path for translating experimental studies for objective clinical assessments of gait is unclear. RESEARCH QUESTION This review asked 2 questions: 1) is gait abnormal after concussion/mTBI, and 2) what gait paradigms (single-task, dual-task, complex gait) detect abnormalities after concussion. METHODS Data sources included MEDLINE/PubMed, Scopus, Web of Science, and Cumulative Index to Nursing and Allied Health Literature (CINAHL) accessed on March 14, 2017. Original research articles reporting gait outcomes in people with concussion or mTBI were included. Studies of moderate, severe, or unspecified TBI, and studies without a comparator were excluded. RESULTS After screening 233 articles, 38 studies were included and assigned to one or more sections based on the protocol and reported outcomes. Twenty-six articles reported single-task simple gait outcomes, 24 reported dual-task simple gait outcomes, 21 reported single-task complex gait outcomes, and 10 reported dual-task complex gait outcomes. SIGNIFICANCE Overall, this review provides evidence for two conclusions: 1) gait is abnormal acutely after concussion/mTBI but generally resolves over time; and 2) the inconsistency of findings, small sample sizes, and small number of studies examining homogenous measures at the same time-period post-concussion highlight the need for replication across independent populations and investigators. Future research should concentrate on dual-task and complex gait tasks, as they showed promise for detecting abnormal locomotor function outside of the acute timeframe. Additionally, studies should provide detailed demographic and clinical characteristics to enable more refined comparisons across studies.
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Affiliation(s)
- Peter C Fino
- Department of Neurology, Oregon Health & Science University, United States; Veterans Affairs Portland Health Care System, United States.
| | - Lucy Parrington
- Department of Neurology, Oregon Health & Science University, United States
| | - Will Pitt
- Department of Human Physiology, University of Oregon, United States
| | - Douglas N Martini
- Department of Neurology, Oregon Health & Science University, United States; Veterans Affairs Portland Health Care System, United States
| | - James C Chesnutt
- Department of Orthopedics & Rehabilitation and Family Medicine, Oregon Health & Science University, United States
| | - Li-Shan Chou
- Department of Human Physiology, University of Oregon, United States
| | - Laurie A King
- Department of Neurology, Oregon Health & Science University, United States; National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, United States
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11
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Kenzie ES, Parks EL, Bigler ED, Wright DW, Lim MM, Chesnutt JC, Hawryluk GWJ, Gordon W, Wakeland W. The Dynamics of Concussion: Mapping Pathophysiology, Persistence, and Recovery With Causal-Loop Diagramming. Front Neurol 2018; 9:203. [PMID: 29670568 PMCID: PMC5893805 DOI: 10.3389/fneur.2018.00203] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Accepted: 03/14/2018] [Indexed: 12/21/2022] Open
Abstract
Despite increasing public awareness and a growing body of literature on the subject of concussion, or mild traumatic brain injury, an urgent need still exists for reliable diagnostic measures, clinical care guidelines, and effective treatments for the condition. Complexity and heterogeneity complicate research efforts and indicate the need for innovative approaches to synthesize current knowledge in order to improve clinical outcomes. Methods from the interdisciplinary field of systems science, including models of complex systems, have been increasingly applied to biomedical applications and show promise for generating insight for traumatic brain injury. The current study uses causal-loop diagramming to visualize relationships between factors influencing the pathophysiology and recovery trajectories of concussive injury, including persistence of symptoms and deficits. The primary output is a series of preliminary systems maps detailing feedback loops, intrinsic dynamics, exogenous drivers, and hubs across several scales, from micro-level cellular processes to social influences. Key system features, such as the role of specific restorative feedback processes and cross-scale connections, are examined and discussed in the context of recovery trajectories. This systems approach integrates research findings across disciplines and allows components to be considered in relation to larger system influences, which enables the identification of research gaps, supports classification efforts, and provides a framework for interdisciplinary collaboration and communication-all strides that would benefit diagnosis, prognosis, and treatment in the clinic.
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Affiliation(s)
- Erin S. Kenzie
- Systems Science Program, Portland State University, Portland, OR, United States
| | - Elle L. Parks
- Systems Science Program, Portland State University, Portland, OR, United States
| | - Erin D. Bigler
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, UT, United States
| | - David W. Wright
- Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, United States
| | - Miranda M. Lim
- Sleep Disorders Clinic, Division of Hospital and Specialty Medicine, Research Service, VA Portland Health Care System, Portland, OR, United States
- Departments of Neurology, Medicine, and Behavioral Neuroscience, Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, United States
| | - James C. Chesnutt
- TBI/Concussion Program, Orthopedics & Rehabilitation, Neurology and Family Medicine, Oregon Health & Science University, Portland, OR, United States
| | | | - Wayne Gordon
- Department of Rehabilitation Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Wayne Wakeland
- Systems Science Program, Portland State University, Portland, OR, United States
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Fino PC, Parrington L, Walls M, Sippel E, Hullar TE, Chesnutt JC, King LA. Abnormal Turning and Its Association with Self-Reported Symptoms in Chronic Mild Traumatic Brain Injury. J Neurotrauma 2018; 35:1167-1177. [PMID: 29078732 DOI: 10.1089/neu.2017.5231] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Turning is common in daily activity and requires rapid, coordinated reorientation of the head, trunk, and pelvis toward the new direction of travel. Yet, turning gait has not been well explored in populations with mild traumatic brain injury (mTBI) who may alter their turning behavior according to self-perceived symptoms or motor dysfunction. The purpose of this study was to examine turning velocities and coordination in adults with chronic mTBI (>3 months post-injury and still reporting balance complaints) during a task simulating everyday ambulation. We hypothesized that individuals with chronic mTBI would reduce their angular velocity when turning and increase the variability of head-pelvis coordination compared with controls, and that the reduction in velocity and increased variability would be associated with their self-reported symptom score. Forty-two adults (14 chronic mTBI, 28 controls) completed the Neurobehavioral Symptom Inventory before walking 12 laps around a marked course containing two 45-degree turns, four 90-degree turns, and two 135-degree turns. Inertial sensors collected angular velocities of the head and pelvis. After adjusting for covariates, participants with chronic mTBI had significantly slower lap times and peak angular velocities of the pelvis (p < 0.01) compared with the control group. The peak velocity timing (PVT) between peak velocities of the head and pelvis, and the variability of that timing was significantly greater in participants with chronic mTBI (p < 0.01). Within the chronic mTBI group, somatosensory symptoms were associated with slower angular velocities of the head and pelvis (p = 0.03) and increased PVT variability (p < 0.01). The results suggest individuals with chronic mTBI with worse somatic symptoms have impaired head stabilization during turning in situations similar to everyday life. These results encourage future research on turning gait to examine the causal relationship between symptoms and daily locomotor function in adults with chronic mTBI.
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Affiliation(s)
- Peter C Fino
- 1 Department of Neurology, Oregon Health & Science University , Portland, Oregon
| | - Lucy Parrington
- 1 Department of Neurology, Oregon Health & Science University , Portland, Oregon
| | - Merissa Walls
- 1 Department of Neurology, Oregon Health & Science University , Portland, Oregon
| | - Emily Sippel
- 1 Department of Neurology, Oregon Health & Science University , Portland, Oregon
| | - Timothy E Hullar
- 2 Department of Otolaryngology-Head and Neck Surgery, Oregon Health & Science University , Portland, Oregon
| | - James C Chesnutt
- 3 Department of Orthopedics & Rehabilitation, Neurology, and Family Medicine, Oregon Health & Science University , Portland, Oregon
| | - Laurie A King
- 1 Department of Neurology, Oregon Health & Science University , Portland, Oregon
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Kenzie ES, Parks EL, Bigler ED, Lim MM, Chesnutt JC, Wakeland W. Concussion As a Multi-Scale Complex System: An Interdisciplinary Synthesis of Current Knowledge. Front Neurol 2017; 8:513. [PMID: 29033888 PMCID: PMC5626937 DOI: 10.3389/fneur.2017.00513] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 09/13/2017] [Indexed: 12/14/2022] Open
Abstract
Traumatic brain injury (TBI) has been called "the most complicated disease of the most complex organ of the body" and is an increasingly high-profile public health issue. Many patients report long-term impairments following even "mild" injuries, but reliable criteria for diagnosis and prognosis are lacking. Every clinical trial for TBI treatment to date has failed to demonstrate reliable and safe improvement in outcomes, and the existing body of literature is insufficient to support the creation of a new classification system. Concussion, or mild TBI, is a highly heterogeneous phenomenon, and numerous factors interact dynamically to influence an individual's recovery trajectory. Many of the obstacles faced in research and clinical practice related to TBI and concussion, including observed heterogeneity, arguably stem from the complexity of the condition itself. To improve understanding of this complexity, we review the current state of research through the lens provided by the interdisciplinary field of systems science, which has been increasingly applied to biomedical issues. The review was conducted iteratively, through multiple phases of literature review, expert interviews, and systems diagramming and represents the first phase in an effort to develop systems models of concussion. The primary focus of this work was to examine concepts and ways of thinking about concussion that currently impede research design and block advancements in care of TBI. Results are presented in the form of a multi-scale conceptual framework intended to synthesize knowledge across disciplines, improve research design, and provide a broader, multi-scale model for understanding concussion pathophysiology, classification, and treatment.
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Affiliation(s)
- Erin S. Kenzie
- Systems Science Program, Portland State University, Portland, OR, United States
| | - Elle L. Parks
- Systems Science Program, Portland State University, Portland, OR, United States
| | - Erin D. Bigler
- Department of Psychology and Neuroscience Center, Brigham Young University, Provo, UT, United States
| | - Miranda M. Lim
- Sleep Disorders Clinic, Division of Hospital and Specialty Medicine, Veterans Affairs Portland Health Care System, Portland, OR, United States
- Departments of Neurology, Medicine, and Behavioral Neuroscience, and Oregon Institute of Occupational Health Sciences, Oregon Health & Science University, Portland, OR, United States
| | - James C. Chesnutt
- TBI/Concussion Program, Orthopedics & Rehabilitation and Family Medicine, Oregon Health & Science University, Portland, OR, United States
| | - Wayne Wakeland
- Systems Science Program, Portland State University, Portland, OR, United States
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Fino PC, Peterka RJ, Hullar TE, Murchison C, Horak FB, Chesnutt JC, King LA. Assessment and rehabilitation of central sensory impairments for balance in mTBI using auditory biofeedback: a randomized clinical trial. BMC Neurol 2017; 17:41. [PMID: 28231824 PMCID: PMC5324311 DOI: 10.1186/s12883-017-0812-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 01/26/2017] [Indexed: 11/29/2022] Open
Abstract
Background Complaints of imbalance are common non-resolving signs in individuals with post-concussive syndrome. Yet, there is no consensus rehabilitation for non-resolving balance complaints following mild traumatic brain injury (mTBI). The heterogeneity of balance deficits and varied rates of recovery suggest varied etiologies and a need for interventions that address the underlying causes of poor balance function. Our central hypothesis is that most chronic balance deficits after mTBI result from impairments in central sensorimotor integration that may be helped by rehabilitation. Two studies are described to 1) characterize balance deficits in people with mTBI who have chronic, non-resolving balance deficits compared to healthy control subjects, and 2) determine the efficacy of an augmented vestibular rehabilitation program using auditory biofeedback to improve central sensorimotor integration, static and dynamic balance, and functional activity in patients with chronic mTBI. Methods Two studies are described. Study 1 is a cross-sectional study to take place jointly at Oregon Health and Science University and the VA Portland Health Care System. The study participants will be individuals with non-resolving complaints of balance following mTBI and age- and gender-matched controls who meet all inclusion criteria. The primary outcome will be measures of central sensorimotor integration derived from a novel central sensorimotor integration test. Study 2 is a randomized controlled intervention to take place at Oregon Health & Science University. In this study, participants from Study 1 with mTBI and abnormal central sensorimotor integration will be randomized into two rehabilitation interventions. The interventions will be 6 weeks of vestibular rehabilitation 1) with or 2) without the use of an auditory biofeedback device. The primary outcome measure is the daily activity of the participants measured using an inertial sensor. Discussion The results of these two studies will improve our understanding of the nature of balance deficits in people with mTBI by providing quantitative metrics of central sensorimotor integration, balance, and vestibular and ocular motor function. Study 2 will examine the potential for augmented rehabilitation interventions to improve central sensorimotor integration. Trial registration This trial is registered at clinicaltrials.gov (NCT02748109)
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Affiliation(s)
- Peter C Fino
- Department of Neurology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L226, Portland, OR, 97239-3098, USA.,Veterans Affairs Portland Health Care System, Portland, Oregon, USA
| | - Robert J Peterka
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA.,National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, Portland, Oregon, USA
| | - Timothy E Hullar
- Department of Otolaryngology - Head and Neck Surgery, Oregon Health & Science University, Portland, Oregon, USA
| | - Chad Murchison
- Department of Neurology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L226, Portland, OR, 97239-3098, USA
| | - Fay B Horak
- Department of Neurology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L226, Portland, OR, 97239-3098, USA.,Veterans Affairs Portland Health Care System, Portland, Oregon, USA
| | - James C Chesnutt
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland, Oregon, USA
| | - Laurie A King
- Department of Neurology, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, L226, Portland, OR, 97239-3098, USA. .,National Center for Rehabilitative Auditory Research, Veterans Affairs Portland Health Care System, Portland, Oregon, USA.
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Abstract
Little leaguer's elbow and Little leaguer's shoulder are overuse pathologies seen in overhead-throwing athletes. No instance of simultaneously occurring pathologies has been published. A 15-year-old baseball pitcher and football quarterback developed pain in his throwing shoulder and elbow during spring baseball, which partially resolved with several months of rest. During fall football practice, he felt a pop and pain over his medial throwing elbow. Five days after the initial injury, medial elbow tenderness, mild swelling, and decreased range of motion were noted. Radiographs revealed a Salter I avulsion fracture of the medial humeral epicondyle (Little leaguer's elbow) and a periosteal reaction along the lateral aspect of the humeral metadiaphysis with slight widening (Little leaguer's shoulder). Surgical fixation of the medial epicondyle fracture and nonoperative treatment of the shoulder pathology were performed. Two-year follow-up radiographs showed a healed medial epicondylar fracture and resolution of the periosteal reaction of the humeral metadiaphysis. The patient returned to full activity and was starting quarterback for his football team. Biomechanical forces specific to overhead-throwing activities are associated with the development of Little leaguer's elbow and shoulder. Treatments of both pathologies remain controversial, with either initial operative vs nonoperative care. In this patient, a good outcome was achieved with surgical fixation of the elbow fracture and conservative management of the shoulder pathology. Educating coaches and parents on proper throwing technique and pitching limits should be the first step in reducing the occurrence of either pathology in this population.
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Affiliation(s)
- Christopher M Domes
- Department of Orthopaedics & Rehabilitation, Oregon Health and Science University, Portland, Oregon 97239-2941, USA.
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Kuehl KS, Perrier ET, Elliot DL, Chesnutt JC. Efficacy of tart cherry juice in reducing muscle pain during running: a randomized controlled trial. J Int Soc Sports Nutr 2010; 7:17. [PMID: 20459662 PMCID: PMC2874510 DOI: 10.1186/1550-2783-7-17] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2010] [Accepted: 05/07/2010] [Indexed: 11/13/2022] Open
Abstract
Background Long distance running causes acute muscle damage resulting in inflammation and decreased force production. Endurance athletes use NSAIDs during competition to prevent or reduce pain, which carries the risk of adverse effects. Tart cherries, rich in antioxidant and anti-inflammatory properties, may have a protective effect to reduce muscle damage and pain during strenuous exercise. This study aimed to assess the effects of tart cherry juice as compared to a placebo cherry drink on pain among runners in a long distance relay race. Methods The design was a randomized, double blind, placebo controlled trial. Fifty-four healthy runners (36 male, 18 female; 35.8 ± 9.6 yrs) ran an average of 26.3 ± 2.5 km over a 24 hour period. Participants ingested 355 mL bottles of tart cherry juice or placebo cherry drink twice daily for 7 days prior to the event and on the day of the race. Participants assessed level of pain on a standard 100 mm Visual Analog Scale (VAS) at baseline, before the race, and after the race. Results While both groups reported increased pain after the race, the cherry juice group reported a significantly smaller increase in pain (12 ± 18 mm) compared to the placebo group (37 ± 20 mm) (p < .001). Participants in the cherry juice group were more willing to use the drink in the future (p < 0.001) and reported higher satisfaction with the pain reduction they attributed to the drink (p < 0.001). Conclusions Ingesting tart cherry juice for 7 days prior to and during a strenuous running event can minimize post-run muscle pain.
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Affiliation(s)
- Kerry S Kuehl
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA, 97239
| | - Erica T Perrier
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA, 97239
| | - Diane L Elliot
- Department of Medicine, Oregon Health & Science University, Portland, OR, USA, 97239
| | - James C Chesnutt
- Department of Orthopedics, Oregon Health & Science University, Portland, OR, USA, 97239
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