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Marco-Ahulló A, Montesinos-Magraner L, González LM, Morales J, Bernabéu-García JA, García-Massó X. Impact of COVID-19 on the self-reported physical activity of people with complete thoracic spinal cord injury full-time manual wheelchair users. J Spinal Cord Med 2022; 45:755-759. [PMID: 33465023 PMCID: PMC9543050 DOI: 10.1080/10790268.2020.1857490] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
CONTEXT The emergence of COVID-19 caused a new public health crisis, leading to major changes in daily life routines, often including physical activity (PA) levels. The main goal of this study was to analyze the differences in self-reported physical activity of people with complete spinal cord injuries between the time prior to the COVID-19 lockdown and the lockdown period itself. METHODS A sample of 20 participants with complete thoracic spinal cord injuries completed the Physical Activity Scale for Individuals with Physical Disabilities before and during the COVID-19 lockdown. RESULTS The results showed differences between the pre-lockdown and lockdown measurements in total self-reported PA (z=-3.92; P<0.001; d=1.28), recreational PA (z=-3.92; P<0.001; d=1.18) and occupational PA (z=-2.03; P=0.042; d=0.55). Nevertheless, no differences were found in housework PA between the two time periods. Furthermore, the results showed differences in total minutes (z=-3.92; P<0.001; d=1.75), minutes spent on recreational activities (z=-3.82; P<0.001; d=1.56) and minutes spent on occupational activities (z=-2.032; P=0.042; d=0.55) of moderate/vigorous intensity. CONCLUSIONS Individuals with thoracic spinal cord injuries who were full-time manual wheelchair users displayed lower levels of PA during the pandemic than in the pre-pandemic period. The results suggest that the prohibition and restrictions on carrying out recreational and/or occupational activities are the main reasons for this inactivity. Physical activity promotion strategies should be implemented within this population to lessen the effects of this physical inactivity stemming from the COVID-19 pandemic.
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Affiliation(s)
- Adrià Marco-Ahulló
- Spinal cord injury unit, Vall d’Hebron Research Institute, Barcelona, Spain
| | - Lluïsa Montesinos-Magraner
- Spinal cord injury unit, Physical medicine and rehabilitation service, Vall d’Hebron Barcelona hospital campus, Barcelona, Spain
| | - Luis-Millán González
- Department of Physical Education and Sport, University of Valencia, Valencia, Spain
| | - José Morales
- Faculty of Psychology, Education Sciences and Sport Blanquerna, Ramon Llull University, Barcelona, Spain
| | | | - Xavier García-Massó
- Department for Teaching of Musical, Visual and Corporal Expression, University of Valencia, Valencia, Spain,Correspondence to: Xavier García-Massó, Departamento de Didáctica de la Expresión Musical, Plástica y Corporal, Universidad de Valencia, Avda. Dels Tarongers 4, Valencia46022, Spain; Ph: 0034 658 84 12 85. Supplemental data for this article can be accessed on the publisher’s website. https://doi.org/10.1080/10790268.2020.1857490
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Mickens MN, Perrin P, Goldsmith JA, Khalil RE, Carter Iii WE, Gorgey AS. Leisure-time physical activity, anthropometrics, and body composition as predictors of quality of life domains after spinal cord injury: an exploratory cross-sectional study. Neural Regen Res 2021; 17:1369-1375. [PMID: 34782584 PMCID: PMC8643047 DOI: 10.4103/1673-5374.327356] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
The objective of the current work was to examine the relationships between quality of life (QOL) domains in persons with spinal cord injury (SCI) and their levels of weekly leisure-time physical activity (LTPA), anthropometric variables, and body composition variables. This exploratory cross-sectional study consisted of baseline data collected as part of a randomized clinical trial at a VA Medical Center and SCI center. A convenience sample of 36 community-dwelling persons with SCI participated in the current study. Outcome measures included the World Health Organization Quality of Life Short Form (WHOQOL-BREF), Leisure-Time Physical Activity Questionnaire for People with Spinal Cord Injury (LTPAQ-SCI), anthropomorphic measures (waist, hip, and abdominal circumference), and dual-energy x-ray absorptiometry (DXA) to quantify regional and total body composition. Multiple regression models suggested that engagement in LTPA accounted for 35.7% of the variance in physical health QOL, 33.5% in psychological QOL, 14.2% in social relationships QOL, and 38.2% in environmental QOL. Anthropometric measures accounted for 11.3%, 3.1%, 12.0%, and 6.7% of the variance in these QOL indices, respectively, and DXA indices accounted for 18.7%, 17.5%, 27.4%, and 21.9%. Within these models, the number of minutes of heavy LTPA per day uniquely predicted physical health QOL, the number of mild LTPA days per week uniquely predicted psychological QOL, and the amount of mild LTPA per day uniquely predicted environmental QOL. Bivariate analyses also suggested that android and trunk fat, as well as supine waist and abdominal circumferences, were positively associated with social relationships QOL. Encouraging individuals with SCI to engage in LTPA may robustly enhance multiple aspects of QOL while reducing the risk for cardiovascular and metabolic morbidities associated with SCI. Moreover, this may lead to a further understanding of how QOL may impact longitudinal intervention trials. The study protocol and procedures were reviewed and approved by the McGuire VA Research Institutional Review Board (IRB# 02152, approval date August 9, 2015; IRB# 02375, approval date May 2, 2018).
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Affiliation(s)
- Melody N Mickens
- Division of Physical Medicine and Rehabilitation, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Paul Perrin
- Department of Psychology, Virginia Commonwealth University, Richmond, VA, USA
| | - Jacob A Goldsmith
- Spinal Cord Injury & Disorders; Hunter Holmes McGuire VA Medical Center, Richmond, VA, USA
| | - Refka E Khalil
- Spinal Cord Injury & Disorders; Hunter Holmes McGuire VA Medical Center, Richmond, VA, USA
| | - William E Carter Iii
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Ashraf S Gorgey
- Spinal Cord Injury & Disorders; Hunter Holmes McGuire VA Medical Center; Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
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Gorgey AS, Lai RE, Khalil RE, Rivers J, Cardozo C, Chen Q, Lesnefsky EJ. Neuromuscular electrical stimulation resistance training enhances oxygen uptake and ventilatory efficiency independent of mitochondrial complexes after spinal cord injury: a randomized clinical trial. J Appl Physiol (1985) 2021; 131:265-276. [PMID: 33982590 DOI: 10.1152/japplphysiol.01029.2020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The purpose of the study was to determine whether neuromuscular electrical stimulation resistance training (NMES-RT)-evoked muscle hypertrophy is accompanied by increased V̇o2 peak, ventilatory efficiency, and mitochondrial respiration in individuals with chronic spinal cord injury (SCI). Thirty-three men and women with chronic, predominantly traumatic SCI were randomized to either NMES-RT (n = 20) or passive movement training (PMT; n = 13). Functional electrical stimulation-lower extremity cycling (FES-LEC) was used to test the leg V̇o2 peak, V̇E/V̇co2 ratio, and substrate utilization pre- and postintervention. Magnetic resonance imaging was used to measure muscle cross-sectional area (CSA). Finally, muscle biopsy was performed to measure mitochondrial complexes and respiration. The NMES-RT group showed a significant increase in postintervention V̇o2 peak compared with baseline (ΔV̇o2 = 14%, P < 0.01) with no changes in the PMT group (ΔV̇o2 = 1.6%, P = 0.47). Similarly, thigh (ΔCSAthigh = 19%) and knee extensor (ΔCSAknee = 30.4%, P < 0.01) CSAs increased following NMES-RT but not after PMT. The changes in thigh and knee extensor muscle CSAs were positively related with the change in V̇o2 peak. Neither NMES-RT nor PMT changed mitochondrial complex tissue levels; however, changes in peak V̇o2 were related to complex I. In conclusion, in persons with SCI, NMES-RT-induced skeletal muscle hypertrophy was accompanied by increased peak V̇o2 consumption which may partially be explained by enhanced activity of mitochondrial complex I.NEW & NOTEWORTHY Leg oxygen uptake (V̇o2) and ventilatory efficiency (V̇E/V̇co2 ratio) were measured during functional electrical stimulation cycling testing following 12-16 wk of either electrically evoked resistance training or passive movement training, and the respiration of mitochondrial complexes. Resistance training increased thigh muscle area and leg V̇o2 peak but decreased V̇E/V̇co2 ratio without changes in mitochondrial complex levels. Leg V̇o2 peak was associated with muscle hypertrophy and mitochondrial respiration of complex I following training.
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Affiliation(s)
- Ashraf S Gorgey
- Spinal Cord Injury and Disorders Hunter Holmes McGuire VA Medical Center, Richmond, Virginia.,Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia
| | - Raymond E Lai
- Spinal Cord Injury and Disorders Hunter Holmes McGuire VA Medical Center, Richmond, Virginia.,Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia
| | - Refka E Khalil
- Spinal Cord Injury and Disorders Hunter Holmes McGuire VA Medical Center, Richmond, Virginia
| | - Jeannie Rivers
- Surgical Service, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia
| | - Christopher Cardozo
- National Center for the Medical Consequences of Spinal Cord Injury and Medical and Surgical Service, James J Peters VA Medical Center, Bronx, New York.,Department of Medicine, Icahn School of Medicine, New York City, New York.,Department Rehabilitation Medicine, Icahn School of Medicine, New York City, New York
| | - Qun Chen
- Medical Service, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia.,Division of Cardiology, Pauley Heart Center, Department of Medicine, Virginia Commonwealth University, Richmond, Virginia
| | - Edward J Lesnefsky
- Medical Service, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia.,Division of Cardiology, Pauley Heart Center, Department of Medicine, Virginia Commonwealth University, Richmond, Virginia
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Štěpánová J, Jakubec L, Neumannová K, Čiháková R, Lehnertová M, Kudláček M. Translation, cross-cultural adaptation, and validation of a semi-structured interview Physical Activity Recall Assessment for People with Spinal Cord Injury in persons with paraplegia. ACTA GYMNICA 2021. [DOI: 10.5507/ag.2020.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Holmlund T, Ekblom-Bak E, Franzén E, Hultling C, Wahman K. Intensity of physical activity as a percentage of peak oxygen uptake, heart rate and Borg RPE in motor-complete para- and tetraplegia. PLoS One 2019; 14:e0222542. [PMID: 31794548 PMCID: PMC6890239 DOI: 10.1371/journal.pone.0222542] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 09/01/2019] [Indexed: 12/21/2022] Open
Abstract
Objective The aims were to describe VO2peak, explore the potential influence of anthropometrics, demographics and level of physical activity within each cohort; b) to define common, standardized activities as percentages of VO2peak and categorize these as light, moderate and vigorous intensity levels according to present classification systems, and c) to explore how clinically accessible methods such as heart-rate monitoring and Borg rating of perceived exertion (RPE) correlate or can describe light, moderate and vigorous intensity levels. Design Cross sectional. Setting Rehabilitation facility and laboratory environment. Subjects Sixty-three individuals, thirty-seven (10 women) with motor-complete paraplegia (MCP), T7-T12, and twenty-six (7 women) with motor-complete tetraplegia (MCT), C5-C8. Interventions VO2peak was obtained during a graded peak test until exhaustion, and oxygen uptake during eleven different activities was assessed and categorized using indirect calorimetry. Main outcome measures VO2peak, Absolute and relative oxygen consumption, Borg RPE. Results Absolute VO2peak was significantly higher in men than in women for both groups, with fairly small differences in relative VO2peak. For MCP sex, weight and time spent in vigorous-intensity activity explained 63% of VO2peak variance. For MCT sex and time in vigorous-intensity activity explained 55% of the variance. Moderate intensity corresponds to 61–72% HRpeak and RPE 10–13 for MCP vs. 71–79% HRpeak, RPE 13–14 for MCT. Conclusion Using current classification systems, eleven commonly performed activities were categorized in relative intensity terms, (light, moderate and vigorous) based on percent of VO2peak, HRpeak and Borg RPE. This categorization enables clinicians to better guide persons with SCI to meet required physical activity levels.
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Affiliation(s)
- Tobias Holmlund
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden
- Rehab Station Stockholm/Spinalis R&D Unit, Solna, Sweden
- * E-mail: ,
| | - Elin Ekblom-Bak
- Åstrand Laboratory of Work Physiology, The Swedish School of Sport and Health Sciences, Stockholm, Sweden
| | - Erika Franzén
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, Stockholm, Sweden
- Allied Health Professionals Function, Function Area Occupational Therapy & Physiotherapy, Karolinska University Hospital, Stockholm, Sweden
| | - Claes Hultling
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden
- Spinals Foundation–R&D Unit, Stockholm, Sweden
| | - Kerstin Wahman
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, Stockholm, Sweden
- Rehab Station Stockholm/Spinalis R&D Unit, Solna, Sweden
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Holmlund T, Ekblom-Bak E, Franzén E, Hultling C, Wahman K. Defining accelerometer cut-points for different intensity levels in motor-complete spinal cord injury. Spinal Cord 2019; 58:116-124. [PMID: 31243318 DOI: 10.1038/s41393-019-0308-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 05/28/2019] [Accepted: 05/29/2019] [Indexed: 11/10/2022]
Abstract
STUDY DESIGN Descriptive. OBJECTIVE The present aim was to define accelerometer cut-point values for wrist-worn accelerometers to identify absolute- and relative-intensity physical activity (PA) levels in people with motor-complete paraplegics (PP) and tetraplegics (TP). SETTINGS Rehabilitation facility in Sweden. METHODS The participants were 26 (19 men, 7 women) with C5-C8, AIS A and B (TP) and 37 (27 men, 10 women) with T7-T12 (PP), AIS A and B. Wrist-worn accelerometer recordings (Actigraph GT3X+) were taken during seven standardized activities. Oxygen consumption was measured, as well as at-rest and peak effort, with indirect calorimetry. Accelerometer cut-points for absolute and relative intensities were defined using ROC-curve analyses. RESULTS The ROC-curve analyses for accelerometer cut-points revealed good-to-excellent accuracy (AUC >0.8), defining cut-points for absolute intensity (2, 3, 4, 5, 6, 7 METs for PP and 2 to 6 METs for TP) and relative intensity (30, 40, 50, 60, 70, and 80% for PP and 40-80% for TP). The cut-points for moderate-to-vigorous physical activity was defined as ≥9515 vector magnitude counts per minute (VMC) for PP and ≥4887 VMC/min for TP. CONCLUSION This study presents cut-points for wrist-worn accelerometers in both PP and TP, which could be used in clinical practice to describe physical activity patterns and time spent at different intensity levels.
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Affiliation(s)
- Tobias Holmlund
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, 171 77, Stockholm, Sweden. .,Rehab Station Stockholm/Spinalis R&D Unit, Frösundaviks allé 4 169 89, Solna, Sweden.
| | - Elin Ekblom-Bak
- Åstrand Laboratory of Work Physiology, The Swedish School of Sport and Health Sciences, Box 5626, 114 86, Stockholm, Sweden
| | - Erika Franzén
- Department of Neurobiology, Care Sciences and Society, Division of Physiotherapy, Karolinska Institutet, 141 83, Stockholm, Sweden.,Allied Health Professionals Function, Function Area Occupational Therapy & Physiotherapy, Karolinska University Hospital, 171 76, Stockholm, Sweden
| | - Claes Hultling
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Kerstin Wahman
- Department of Neurobiology, Care Sciences and Society, Division of Neurogeriatrics, Karolinska Institutet, 171 77, Stockholm, Sweden.,Rehab Station Stockholm/Spinalis R&D Unit, Frösundaviks allé 4 169 89, Solna, Sweden
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Albu S, Umemura G, Forner-Cordero A. Actigraphy-based evaluation of sleep quality and physical activity in individuals with spinal cord injury. Spinal Cord Ser Cases 2019; 5:7. [PMID: 30675391 DOI: 10.1038/s41394-019-0149-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2018] [Revised: 12/29/2018] [Accepted: 12/31/2018] [Indexed: 01/09/2023] Open
Abstract
Study design Cross-sectional study. Background Sleep disturbances are frequently reported by individuals with spinal cord injury (SCI) and are associated both with poor quality of life and reduced ability to participate in rehabilitation and daily life activities. Objectives This study investigated sleep quality based on self-reports and actigraphy in individuals with SCI as compared to able-bodied. We also explored the relationship between sleep quality, physical activity, and neuropathic pain. Setting Institute Guttmann, Neurorehabilitation Hospital, Badalona, Barcelona, Spain. Methods Fourteen SCI patients (12 males, 43.10 ± 10.59 y.o.) and 10 healthy individuals (7 males, mean age 46.21 ± 12.58 y.o.) were enrolled in the study. Participants wore wrist actigraphs for 7 consecutive days to characterize their sleep-wake cycle, rest-activity circadian rhythm and physical activity. Sleep quality, chronotype, daytime sleepiness, neuropathic pain severity and interference were assessed based on questionnaires. Results SCI individuals reported poorer sleep quality compared to healthy individuals. Actigraphy-based sleep measurements revealed that patients woke up later, spent more time in bed and slept longer compared to the healthy controls but did not differ significantly in the estimated sleep efficacy and number of awakenings from the able-bodied controls. In individuals with SCI greater physical activity predicted higher sleep efficacy and less awakening episodes as well as shorter sleep latency and lower sleep disturbance. Conclusions The actigraphy-based sleep estimates indicate that patients with SCI spent more time in bed and slept longer but their sleep efficacy was similar to able-bodied controls. Maintaining regular physical activity could improve pain control and sleep quality.
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Affiliation(s)
- Sergiu Albu
- Institute Guttmann, Neurorehabilitation Hospital, Badalona, 08916 Barcelona Spain
| | - Guilherme Umemura
- 2Biomechatronics Laboratory, Mechatronics and Mechanical Systems Department, Escola Politécnica, University of São Paulo, São Paulo, Brazil
| | - Arturo Forner-Cordero
- 2Biomechatronics Laboratory, Mechatronics and Mechanical Systems Department, Escola Politécnica, University of São Paulo, São Paulo, Brazil
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Lester RM, Gorgey AS. Feasibility of robotic exoskeleton ambulation in a C4 person with incomplete spinal cord injury: a case report. Spinal Cord Ser Cases 2018; 4:36. [PMID: 29736262 PMCID: PMC5947854 DOI: 10.1038/s41394-018-0053-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 01/29/2018] [Accepted: 01/30/2018] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION To determine whether an individual with C4 incomplete spinal cord injury (SCI) with limited hand functions can effectively operate a powered exoskeleton (Ekso) to improve parameters of physical activity as determined by swing-time, up-time, walk-time, and total number of steps. CASE PRESENTATION A 21-year-old male with incomplete chronic (>1 year postinjury) SCI C4, participated in a clinical exoskeleton program to determine the feasibility of standing up and walking with limited hand functions. The participant was invited to attend 3 sessions including fitting, familiarization and gait training separated by one week intervals. Walk-time, up-time and total number of steps were measured during each training session. A complete body composition assessment using dual-energy X-ray absorptiometry (DXA) of the spine, knees and hips was conducted before training.Using a platform walker and cuffing both hands, the participant managed to stand up and ambulate successfully using exoskeleton. Over the course of 2 weeks, maximum walk-time increased from 7 to 17 min and number of steps increased from 83 to 589 steps. The total up-time increased from 19 to 31 min. DISCUSSION Exoskeleton training may be a safe and feasible approach for persons with higher levels of SCI after effectively providing a supportive assistive device for weight shifting. The current case study demonstrates the use of a powered exoskeleton for an individual with high level tetraplegia (C4 and above) and limited hand functions.
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Affiliation(s)
- Robert M. Lester
- Spinal Cord Injury and Disorders Service, Hunter Holmes McGuire VA Medical Center, Richmond, VA USA
| | - Ashraf S. Gorgey
- Spinal Cord Injury and Disorders Service, Hunter Holmes McGuire VA Medical Center, Richmond, VA USA
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA USA
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Energy expenditure after spinal cord injury in people with motor-complete tetraplegia or motor-complete paraplegia. Spinal Cord 2017; 56:274-283. [DOI: 10.1038/s41393-017-0024-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 09/29/2017] [Accepted: 10/04/2017] [Indexed: 11/08/2022]
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Generating Rasch-based activity of daily living measures from the Spinal Cord Injury Longitudinal Aging Study. Spinal Cord 2017; 56:14-21. [PMID: 28895574 DOI: 10.1038/sc.2017.99] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Revised: 06/27/2017] [Accepted: 07/11/2017] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN Retrospective Longitudinal Study. OBJECTIVES (1) To determine whether the Spinal Cord Injury Activities of Daily Living (SCI_ADL) measure shows adequate item-level and precision psychometrics; (2) to investigate whether the SCI_ADL measure effectively detects ADL changes across time; (3) to describe self-care task(s) participants can and cannot do across time. SETTING Two Midwestern hospitals and 1 Southeastern specialty hospital in 1993. METHODS All participants were adults with traumatic SCI of at least 1-year duration at enrollment. We used 20-year (1993-2013) retrospective longitudinal data and categorized participants into three injury levels: C1-C4 (cervical; n=50), C5-C8 (n=126) and T1-S5 (thoracic, lumbar and sacral; n=168). We first examined psychometrics of the SCI_ADL with factor and Rasch analyses; then we investigated longitudinal change of SCI_ADL scores at three time points over 20 years (1993, 2003 and 2013) using generalized linear mixed modeling and post hoc analyses. RESULTS The SCI_ADL measure demonstrated unidimensionality, person strata of 2.9, high Cronbach's α (0.93) and fair person reliability (0.76). T1-S5 had the highest measures, following C5-C8 and C1-C4 at three time points (P<0.05). The C1-C4 and T1-S5 groups showed significant decreases from 2003 to 2013; however, none of the three groups showed significant differences from 1993 to 2003 (P<0.05). CONCLUSIONS The SCI_ADL measure could detect longitudinal ADL changes of the population with SCI across time. The C1-C4 group decreased the most in ADLs, indicating higher need of long-term services and rehabilitation.
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Comorbidity and physical activity in people with paraplegia: a descriptive cross-sectional study. Spinal Cord 2017; 56:52-56. [PMID: 28762381 DOI: 10.1038/sc.2017.90] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2016] [Revised: 06/22/2017] [Accepted: 06/23/2017] [Indexed: 11/08/2022]
Abstract
STUDY DESIGN Descriptive cross-sectional study. SETTING The study was conducted in the Spinal Cord Injury Unit of the University Vall d'Hebron Hospital and in the Physical Education and Sports Department of the University of Valencia. OBJECTIVES The aim of this study was to quantify the presence of comorbidities in spinal cord injury (SCI) subjects who did or did not perform regular physical activity (PA) and to identify the relationship between PA and the level of comorbidity. METHODS The sample consisted of patients with complete motor SCI (T2-T12), who were fitted with an accelerometer attached to the non-dominant wrist for a period of 1 week. The clinical and blood analytic variables were selected by an expert panel. RESULTS In the exploratory analysis, we have found differences in the total number of pathologies between active and inactive patients, with fewer total pathologies in the active patient group. An association was found between the PA level and diabetes mellitus (; P=0.047; φ=0.25). We also observed an association between the cardioprotector level of high-density lipoprotein (HDL)-cholesterol and PA level (; P=0.057; Φ0.24). CONCLUSIONS Our results suggest that patients considered active showed lower total comorbidity than inactive patients and higher protection levels against developing cardiovascular comorbidity.
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Gorgey AS, Wade R, Sumrell R, Villadelgado L, Khalil RE, Lavis T. Exoskeleton Training May Improve Level of Physical Activity After Spinal Cord Injury: A Case Series. Top Spinal Cord Inj Rehabil 2017; 23:245-255. [PMID: 29339900 PMCID: PMC5562032 DOI: 10.1310/sci16-00025] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Objectives: To determine whether the use of a powered exoskeleton can improve parameters of physical activity as determined by walking time, stand up time, and number of steps in persons with spinal cord injury (SCI). Methods: Three men with complete (1 C5 AIS A and 2 T4 AIS A) and one man with incomplete (C5 AIS D) SCI participated in a clinical rehabilitation program. In the training program, the participants walked once weekly using a powered exoskeleton (Ekso) for approximately 1 hour over the course of 10 to 15 weeks. Walking time, stand up time, ratio of walking to stand up time, and number of steps were determined. Oxygen uptake (L/min), energy expenditure, and body composition were measured in one participant after training. Results: Over the course of 10 to 15 weeks, the maximum walking time increased from 12 to 57 minutes and the number of steps increased from 59 to 2,284 steps. At the end of the training, the 4 participants were able to exercise for 26 to 59 minutes. For one participant, oxygen uptake increased from 0.27 L/min during rest to 0.55 L/min during walking. Maximum walking speed was 0.24 m/s, and delta energy expenditure increased by 1.4 kcal/min during walking. Body composition showed a modest decrease in absolute fat mass in one participant. Conclusion: Exoskeleton training may improve parameters of physical activity after SCI by increasing the number of steps and walking time. Other benefits may include increasing energy expenditure and improving the profile of body composition.
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Affiliation(s)
- Ashraf S. Gorgey
- Spinal Cord Injury Service and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia
- Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia
| | - Rodney Wade
- Spinal Cord Injury Service and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia
| | - Ryan Sumrell
- Spinal Cord Injury Service and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia
| | - Lynette Villadelgado
- Spinal Cord Injury Service and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia
| | - Refka E. Khalil
- Spinal Cord Injury Service and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia
| | - Timothy Lavis
- Spinal Cord Injury Service and Disorders, Hunter Holmes McGuire VA Medical Center, Richmond, Virginia
- Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia
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Coulter EH, McLean AN, Hasler JP, Allan DB, McFadyen A, Paul L. The effectiveness and satisfaction of web-based physiotherapy in people with spinal cord injury: a pilot randomised controlled trial. Spinal Cord 2016; 55:383-389. [PMID: 27596027 DOI: 10.1038/sc.2016.125] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Revised: 07/08/2016] [Accepted: 07/13/2016] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN A pilot randomised controlled trial. OBJECTIVES The aims of this study were to evaluate the effectiveness and participant satisfaction of web-based physiotherapy in people with spinal cord injury (SCI). SETTING Community patients of a national spinal injury unit in a university teaching hospital, Scotland, UK. METHODS Twenty-four participants were recruited and randomised to receive 8 weeks of web-based physiotherapy (intervention), twice per week, or usual care (control). Individual exercise programmes were prescribed based on participants' abilities. The intervention was delivered via a website (www.webbasedphysio.com) and monitored and progressed remotely by the physiotherapist. RESULTS Participants logged on to the website an average of 1.4±0.8 times per week. Between-group differences, although not significant, were more pronounced for the 6-min walk test. Participants were positive about using web-based physiotherapy and stated that they would be happy to use it again and would recommend it to others. Overall, it was rated as either good or excellent. CONCLUSIONS Web-based physiotherapy was feasible and acceptable for people with SCI. Participants achieved good compliance with the intervention and rated the programme highly and beneficial for health and well-being at various states after injury. The results of this study warrant further work with a more homogeneous sample. SPONSORSHIP This study was funded by the Queen Elizabeth National Spinal Injuries Unit, Glasgow, UK.
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Affiliation(s)
- E H Coulter
- School of Medicine, University of Glasgow, Scotland, UK
| | - A N McLean
- Queen Elizabeth National Spinal Injury Unit, NHS Greater Glasgow and Clyde, Scotland, UK
| | - J P Hasler
- Queen Elizabeth National Spinal Injury Unit, NHS Greater Glasgow and Clyde, Scotland, UK
| | - D B Allan
- Queen Elizabeth National Spinal Injury Unit, NHS Greater Glasgow and Clyde, Scotland, UK
| | - A McFadyen
- AKM-STATS, Statistical Consultants, Scotland, UK
| | - L Paul
- School of Medicine, University of Glasgow, Scotland, UK
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14
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Perrier MJ, Stork MJ, Martin Ginis KA. Type, intensity and duration of daily physical activities performed by adults with spinal cord injury. Spinal Cord 2016; 55:64-70. [PMID: 27271116 DOI: 10.1038/sc.2016.86] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Revised: 04/06/2016] [Accepted: 04/10/2016] [Indexed: 02/04/2023]
Abstract
STUDY DESIGN Secondary analysis of cross-sectional data. OBJECTIVES To describe and compare (1) self-reported intensities and durations of specific types of daily physical activities and (2) minutes per day spent on daily physical activities across key demographic groups. SETTING Community (Ontario, Canada). METHODS Participants were 695 adults with spinal cord injury (SCI; 76% male, Mage=46.81±13.41 years, Myears post injury=15.19±11.10 years). Daily activities were assessed over the telephone using the Physical Activity Recall Assessment for People with SCI. Multivariate analyses of variance (MANOVA) were computed to test for differences in intensities and durations of different daily activities (objective 1) and between-group differences in minutes per day of daily activities (objective 2). RESULTS Overall, participants reported 127.92±142.79 min per day of daily physical activities with significantly more time spent in mild intensity (78.93±104.62 min per day) than moderate- (40.23±68.71 min per day) or heavy-intensity activities (8.75±24.53 min per day). Four patterns emerged with respect to type, duration and intensity, with some activities being typically performed at lighter or heavier intensities than others. There were significant differences in minutes per day of activity intensity and duration between groups based on education, injury severity and mode of mobility (P<0.05). CONCLUSION Given that some groups were more likely to engage in moderate-heavy-intensity activities, and some activities were more likely to be performed at moderate-heavy intensities, interventions that target key groups to increase certain daily activities may be one strategy to enhance overall physical activity participation among people with SCI.
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Affiliation(s)
- M-J Perrier
- Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
| | - M J Stork
- Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
| | - K A Martin Ginis
- Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
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15
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Phillips AA, Krassioukov AV. Contemporary Cardiovascular Concerns after Spinal Cord Injury: Mechanisms, Maladaptations, and Management. J Neurotrauma 2015; 32:1927-42. [PMID: 25962761 DOI: 10.1089/neu.2015.3903] [Citation(s) in RCA: 125] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Cardiovascular (CV) issues after spinal cord injury (SCI) are of paramount importance considering they are the leading cause of death in this population. Disruption of autonomic pathways leads to a highly unstable CV system, with impaired blood pressure (BP) and heart rate regulation. In addition to low resting BP, on a daily basis the majority of those with SCI suffer from transient episodes of aberrantly low and high BP (termed orthostatic hypotension and autonomic dysreflexia, respectively). In fact, autonomic issues, including resolution of autonomic dysreflexia, are frequently ranked by individuals with high-level SCI to be of greater priority than walking again. Owing to a combination of these autonomic disturbances and a myriad of lifestyle factors, the pernicious process of CV disease is accelerated post-SCI. Unfortunately, these secondary consequences of SCI are only beginning to receive appropriate clinical attention. Immediately after high-level SCI, major CV abnormalities present in the form of neurogenic shock. After subsiding, new issues related to BP instability arise, including orthostatic hypotension and autonomic dysreflexia. This review describes autonomic control over the CV system before injury and the mechanisms underlying CV abnormalities post-SCI, while also detailing the end-organ consequences, including those of the heart, as well as the systemic and cerebral vasculature. The tertiary impact of CV dysfunction will also be discussed, such as the potential impediment of rehabilitation, and impaired cognitive function. In the recent past, our understanding of autonomic dysfunctions post-SCI has been greatly enhanced; however, it is vital to further develop our understanding of the long-term consequences of these conditions, which will equip us to better manage CV disease morbidity and mortality in this population.
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Affiliation(s)
- Aaron A Phillips
- 1 Center for Heart, Lung, and Vascular Health, Faculty of Health and Social Development, University of British Columbia , Kelowna, British Columbia, Canada .,2 Experimental Medicine Program, Faculty of Medicine, University of British Columbia , Vancouver, British Columbia, Canada .,3 International Collaboration on Repair Discoveries (ICORD), University of British Columbia , Vancouver, British Columbia, Canada
| | - Andrei V Krassioukov
- 2 Experimental Medicine Program, Faculty of Medicine, University of British Columbia , Vancouver, British Columbia, Canada .,3 International Collaboration on Repair Discoveries (ICORD), University of British Columbia , Vancouver, British Columbia, Canada .,4 Department of Physical Medicine and Rehabilitation, University of British Columbia , Vancouver, British Columbia, Canada
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16
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García-Massó X, Serra-Añó P, Gonzalez LM, Ye-Lin Y, Prats-Boluda G, Garcia-Casado J. Identifying physical activity type in manual wheelchair users with spinal cord injury by means of accelerometers. Spinal Cord 2015; 53:772-7. [PMID: 25987002 DOI: 10.1038/sc.2015.81] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2014] [Revised: 04/01/2015] [Accepted: 04/14/2015] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN This was a cross-sectional study. OBJECTIVES The main objective of this study was to develop and test classification algorithms based on machine learning using accelerometers to identify the activity type performed by manual wheelchair users with spinal cord injury (SCI). SETTING The study was conducted in the Physical Therapy department and the Physical Education and Sports department of the University of Valencia. METHODS A total of 20 volunteers were asked to perform 10 physical activities, lying down, body transfers, moving items, mopping, working on a computer, watching TV, arm-ergometer exercises, passive propulsion, slow propulsion and fast propulsion, while fitted with four accelerometers placed on both wrists, chest and waist. The activities were grouped into five categories: sedentary, locomotion, housework, body transfers and moderate physical activity. Different machine learning algorithms were used to develop individual and group activity classifiers from the acceleration data for different combinations of number and position of the accelerometers. RESULTS We found that although the accuracy of the classifiers for individual activities was moderate (55-72%), with higher values for a greater number of accelerometers, grouped activities were correctly classified in a high percentage of cases (83.2-93.6%). CONCLUSIONS With only two accelerometers and the quadratic discriminant analysis algorithm we achieved a reasonably accurate group activity recognition system (>90%). Such a system with the minimum of intervention would be a valuable tool for studying physical activity in individuals with SCI.
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Affiliation(s)
- X García-Massó
- Departamento de Didáctica de la Expresión Musical, Plástica y Corporal, Universidad de Valencia, Valencia, Spain
| | - P Serra-Añó
- Departamento de Fisioterapia, Universidad de Valencia, Valencia, Spain
| | - L M Gonzalez
- Departamento de Educación Física y Deportiva, Universidad de Valencia, Valencia, Spain
| | - Y Ye-Lin
- Grupo de Bioelectrónica (I3BH), Universitat Politècnica de València, Camino de Vera s/n Ed.8B, Valencia, Spain
| | - G Prats-Boluda
- Grupo de Bioelectrónica (I3BH), Universitat Politècnica de València, Camino de Vera s/n Ed.8B, Valencia, Spain
| | - J Garcia-Casado
- Grupo de Bioelectrónica (I3BH), Universitat Politècnica de València, Camino de Vera s/n Ed.8B, Valencia, Spain
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17
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Nightingale TE, Walhin JP, Thompson D, Bilzon JLJ. Influence of accelerometer type and placement on physical activity energy expenditure prediction in manual wheelchair users. PLoS One 2015; 10:e0126086. [PMID: 25955304 PMCID: PMC4425541 DOI: 10.1371/journal.pone.0126086] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 03/30/2015] [Indexed: 11/18/2022] Open
Abstract
PURPOSE To assess the validity of two accelerometer devices, at two different anatomical locations, for the prediction of physical activity energy expenditure (PAEE) in manual wheelchair users (MWUs). METHODS Seventeen MWUs (36 ± 10 yrs, 72 ± 11 kg) completed ten activities; resting, folding clothes, propulsion on a 1% gradient (3,4,5,6 and 7 km·hr-1) and propulsion at 4km·hr-1 (with an additional 8% body mass, 2% and 3% gradient) on a motorised wheelchair treadmill. GT3X+ and GENEActiv accelerometers were worn on the right wrist (W) and upper arm (UA). Linear regression analysis was conducted between outputs from each accelerometer and criterion PAEE, measured using indirect calorimetry. Subsequent error statistics were calculated for the derived regression equations for all four device/location combinations, using a leave-one-out cross-validation analysis. RESULTS Accelerometer outputs at each anatomical location were significantly (p < .01) associated with PAEE (GT3X+-UA; r = 0.68 and GT3X+-W; r = 0.82. GENEActiv-UA; r = 0.87 and GENEActiv-W; r = 0.88). Mean ± SD PAEE estimation errors for all activities combined were 15 ± 45%, 14 ± 50%, 3 ± 25% and 4 ± 26% for GT3X+-UA, GT3X+-W, GENEActiv-UA and GENEActiv-W, respectively. Absolute PAEE estimation errors for devices varied, 19 to 66% for GT3X+-UA, 17 to 122% for GT3X+-W, 15 to 26% for GENEActiv-UA and from 17.0 to 32% for the GENEActiv-W. CONCLUSION The results indicate that the GENEActiv device worn on either the upper arm or wrist provides the most valid prediction of PAEE in MWUs. Variation in error statistics between the two devices is a result of inherent differences in internal components, on-board filtering processes and outputs of each device.
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Affiliation(s)
- Tom Edward Nightingale
- Centre for DisAbility Sport and Health (DASH), Department for Health, University of Bath, Bath, Somerset, United Kingdom
| | - Jean-Philippe Walhin
- Centre for DisAbility Sport and Health (DASH), Department for Health, University of Bath, Bath, Somerset, United Kingdom
| | - Dylan Thompson
- Centre for DisAbility Sport and Health (DASH), Department for Health, University of Bath, Bath, Somerset, United Kingdom
| | - James Lee John Bilzon
- Centre for DisAbility Sport and Health (DASH), Department for Health, University of Bath, Bath, Somerset, United Kingdom
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18
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Do Overhead Sports Increase Risk for Rotator Cuff Tears in Wheelchair Users? Arch Phys Med Rehabil 2015; 96:484-8. [DOI: 10.1016/j.apmr.2014.09.032] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 09/24/2014] [Accepted: 09/25/2014] [Indexed: 11/23/2022]
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19
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Krause JS, DiPiro ND, Saunders LL, Newman SD, Banik NL, Park S. Allostatic load and spinal cord injury: review of existing research and preliminary data. Top Spinal Cord Inj Rehabil 2014; 20:137-46. [PMID: 25477736 DOI: 10.1310/sci2002-137] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
OBJECTIVE To introduce allostatic load (AL) as a framework for measuring stress-related outcomes after spinal cord injury (SCI) by identifying the number and nature of biomarkers investigated in existing studies and by generating preliminary data on AL in 30 persons with traumatic SCI. METHODS This systematic review and pilot study were conducted at a medical university in the southeastern United States. A review of literature published between 1993 and 2012 identified studies using 2 or more of 5 classes of AL biomarkers. We then collected data on 11 biomarkers (n = 30) from self-selected participants using physical exams and blood and urine specimen collection. These included waist to hip ratio, systolic and diastolic blood pressure, total cholesterol, high-density lipoprotein cholesterol, dihydroepiandrosterone, glycosylated hemoglobin, C-reactive protein, interleukin-6, and cortisol, norepinephrine, and epinephrine normalized by 12-hour creatinine. RESULTS We were unable to identify any studies investigating AL biomarkers from each of the 5 areas or any studies specifically proposing to investigate AL. AL scores were relatively low, with metabolic indicators being the most elevated and neuroendocrine the least elevated. CONCLUSIONS AL is a promising, yet underutilized, construct that may be feasibly assessed after SCI.
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Affiliation(s)
- James S Krause
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina , Charleston, South Carolina
| | - Nicole D DiPiro
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina , Charleston, South Carolina
| | - Lee L Saunders
- Department of Health Sciences and Research, College of Health Professions, Medical University of South Carolina , Charleston, South Carolina
| | - Susan D Newman
- Department of Nursing, College of Nursing, Medical University of South Carolina , Charleston, South Carolina
| | - Narendra L Banik
- Department of Neurosciences, College of Medicine, Medical University of South Carolina , Charleston, South Carolina
| | - Sookyoung Park
- Department of Neurosciences, College of Medicine, Medical University of South Carolina , Charleston, South Carolina
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20
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Dennis PA, Ulmer CS, Calhoun PS, Sherwood A, Watkins LL, Dennis MF, Beckham JC. Behavioral health mediators of the link between posttraumatic stress disorder and dyslipidemia. J Psychosom Res 2014; 77:45-50. [PMID: 24913341 PMCID: PMC4120708 DOI: 10.1016/j.jpsychores.2014.05.001] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Revised: 05/02/2014] [Accepted: 05/04/2014] [Indexed: 10/25/2022]
Abstract
OBJECTIVES Posttraumatic stress disorder (PTSD) has been linked to dyslipidemia, which is a major risk factor for coronary artery disease. Although this link is thought to reflect response to heightened stress, behavioral health risks, including smoking, alcohol dependence, and poor sleep quality, may mediate the relationship between PTSD and dyslipidemia. METHODS To test this hypothesis, serum lipid levels were collected from 220 young adults (18-39 years old), 103 of whom were diagnosed with PTSD. RESULTS PTSD and associated depressive symptoms were negatively related to high-density lipoprotein cholesterol (HDL-C), p=.04, and positively related to triglyceride (TG) levels, p=.04. Both associations were mediated by cigarette consumption and poor sleep quality, the latter of which accounted for 83% and 93% of the effect of PTSD and depression on HDL-C and TG, respectively. CONCLUSIONS These results complement recent findings highlighting the prominence of health behaviors in linking PTSD with cardiovascular risk.
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Affiliation(s)
- Paul A. Dennis
- Durham Veterans Affairs Medical Center, Durham, NC, 27705,
USA
| | - Christi S. Ulmer
- Durham Veterans Affairs Medical Center, Durham, NC, 27705,
USA,Veterans Affairs Center for Health Services Research in
Primary Care, Durham, NC, 27705, USA,Department of Psychiatry and Behavioral Sciences, Duke
University Medical Center, Durham, NC 27705, USA
| | - Patrick S. Calhoun
- Durham Veterans Affairs Medical Center, Durham, NC, 27705,
USA,Veterans Affairs Mid-Atlantic Region Mental Illness
Research, Education, and Clinical Center, Durham, NC 27705, USA,Veterans Affairs Center for Health Services Research in
Primary Care, Durham, NC, 27705, USA
| | - Andrew Sherwood
- Department of Psychiatry and Behavioral Sciences, Duke
University Medical Center, Durham, NC 27705, USA
| | - Lana L. Watkins
- Department of Psychiatry and Behavioral Sciences, Duke
University Medical Center, Durham, NC 27705, USA
| | - Michelle F. Dennis
- Durham Veterans Affairs Medical Center, Durham, NC, 27705,
USA,Department of Psychiatry and Behavioral Sciences, Duke
University Medical Center, Durham, NC 27705, USA
| | - Jean C. Beckham
- Durham Veterans Affairs Medical Center, Durham, NC, 27705,
USA,Veterans Affairs Mid-Atlantic Region Mental Illness
Research, Education, and Clinical Center, Durham, NC 27705, USA,Department of Psychiatry and Behavioral Sciences, Duke
University Medical Center, Durham, NC 27705, USA
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21
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García-Massó X, Serra-Añó P, García-Raffi LM, Sánchez-Pérez EA, López-Pascual J, Gonzalez LM. Validation of the use of Actigraph GT3X accelerometers to estimate energy expenditure in full time manual wheelchair users with spinal cord injury. Spinal Cord 2013; 51:898-903. [PMID: 23999111 DOI: 10.1038/sc.2013.85] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2013] [Revised: 07/03/2013] [Accepted: 07/08/2013] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN Cross-sectional validation study. OBJECTIVES The goals of this study were to validate the use of accelerometers by means of multiple linear models (MLMs) to estimate the O2 consumption (VO2) in paraplegic persons and to determine the best placement for accelerometers on the human body. SETTING Non-hospitalized paraplegics' community. METHODS Twenty participants (age=40.03 years, weight=75.8 kg and height=1.76 m) completed sedentary, propulsion and housework activities for 10 min each. A portable gas analyzer was used to record VO2. Additionally, four accelerometers (placed on the non-dominant chest, non-dominant waist and both wrists) were used to collect second-by-second acceleration signals. Minute-by-minute VO2 (ml kg(-1) min(-1)) collected from minutes 4 to 7 was used as the dependent variable. Thirty-six features extracted from the acceleration signals were used as independent variables. These variables were, for each axis including the resultant vector, the percentiles 10th, 25th, 50th, 75th and 90th; the autocorrelation with lag of 1 s and three variables extracted from wavelet analysis. The independent variables that were determined to be statistically significant using the forward stepwise method were subsequently analyzed using MLMs. RESULTS The model obtained for the non-dominant wrist was the most accurate (VO2=4.0558-0.0318Y25+0.0107Y90+0.0051YND2-0.0061ZND2+0.0357VR50) with an r-value of 0.86 and a root mean square error of 2.23 ml kg(-1) min(-1). CONCLUSIONS The use of MLMs is appropriate to estimate VO2 by accelerometer data in paraplegic persons. The model obtained to the non-dominant wrist accelerometer (best placement) data improves the previous models for this population.
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Affiliation(s)
- X García-Massó
- Departamento de Fisioterapia, Universidad de Valencia, Valencia, Spain
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22
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Martin Ginis KA, Jörgensen S, Stapleton J. Exercise and sport for persons with spinal cord injury. PM R 2013; 4:894-900. [PMID: 23174556 DOI: 10.1016/j.pmrj.2012.08.006] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Accepted: 08/07/2012] [Indexed: 12/14/2022]
Abstract
This review article provides an overview of the evidence that links exercise and sports participation to physical and psychological well-being among people with spinal cord injury. Two aspects of physical well-being are examined, including the prevention of chronic disease and the promotion of physical fitness. Multiple aspects of psychosocial well-being are discussed, including mental health, social participation, and life satisfaction. The review concludes with future research recommendations and a discussion of challenges and opportunities for using exercise and sports to promote health and well-being among people living with spinal cord injury.
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23
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Kooijmans H, Post MWM, van der Woude LHV, de Groot S, Stam HJ, Bussmann JBJ. Randomized controlled trial of a self-management intervention in persons with spinal cord injury: design of the HABITS (Healthy Active Behavioural Intervention in SCI) study. Disabil Rehabil 2012; 35:1111-8. [PMID: 23033846 DOI: 10.3109/09638288.2012.718406] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
PURPOSE To evaluate the effectiveness of a 16-week self-management intervention on physical activity level and self-management skills (self-efficacy, proactive coping and problem solving skills) in persons with chronic SCI. METHOD AND DESIGN Multicenter randomized controlled trial (RCT). Eighty persons with a SCI for at least 10 years and aged 18 to 65 will randomly be assigned to the intervention (self-management) or the control group (information provision). During the 16-week self-management intervention (one home-visit, five group and five individual sessions) active lifestyle will be stimulated and self-management skills will be taught. Data will be collected at baseline (T0), 16 (T1) and 42 (T2) weeks after baseline. Primary outcome measure is level of daily physical activity (self-report/objectively measured). Secondary outcome measures are self-managements skills, stage of behaviour change and attitude. CONCLUSION This is the first RCT on self-management in people with chronic spinal cord injury. This trial will provide knowledge on the effects of a self-management intervention on physical active lifestyle in persons with a long-term SCI.
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Affiliation(s)
- H Kooijmans
- Department of Rehabilitation Medicine and Physical Therapy, Erasmus MC University Medical Center, Rotterdam, The Netherlands.
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24
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Addressing the nonexercise part of the activity continuum: a more realistic and achievable approach to activity programming for adults with mobility disability? Phys Ther 2012; 92:614-25. [PMID: 22156025 DOI: 10.2522/ptj.20110284] [Citation(s) in RCA: 97] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Participation in physical activity is fundamental for the maintenance of metabolic health and the prevention of major chronic diseases, particularly type 2 diabetes and cardiovascular disease. A whole-of-day approach to physical activity promotion is increasingly advocated and includes not only increasing moderate-intensity physical activity but also reducing sedentary time and increasing light-intensity activity (the "nonexercise" part of the activity continuum). This whole-of-day approach to tackling the challenge of inactivity may be particularly relevant for adults with mobility disabilities, who are among the most inactive segment of the population. Focusing on nonexercise activity by striving to reduce sedentary time and increase light-intensity activity may be a more successful place to begin to change behavior in someone with mobility disability. This article discusses what is known about the metabolic health consequences of sedentary behavior and light-intensity activity in adults with and without mobility disability. The concept of inactivity physiology is presented, along with possible applications or evidence from studies with adults with mobility disability. Mobility disability discussions and examples focus on stroke and spinal cord injury. Finally, clinical implications and future research directions related to sedentary behavior in adults with mobility disability are discussed.
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25
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Nooijen CFJ, de Groot S, Postma K, Bergen MP, Stam HJ, Bussmann JBJ, van den Berg-Emons RJ. A more active lifestyle in persons with a recent spinal cord injury benefits physical fitness and health. Spinal Cord 2011; 50:320-3. [PMID: 22143679 DOI: 10.1038/sc.2011.152] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN A prospective cohort study. OBJECTIVES To study the longitudinal relationship between objectively measured everyday physical activity level, and physical fitness and lipid profile in persons with a recent spinal cord injury (SCI). SETTING A rehabilitation centre in the Netherlands and the participant's home environment. METHODS Data of 30 persons with a recent SCI were collected at the start of active rehabilitation, 3 months later, at discharge from inpatient rehabilitation, and 1 year after discharge. Physical activity level (duration of dynamic activities as % of 24 h) was measured with an accelerometry-based activity monitor. Regarding physical fitness, peak oxygen uptake (VO(2)peak) and peak power output (POpeak) were determined with a maximal wheelchair exercise test, and upper extremity muscle strength was measured with a handheld dynamometer. Fasting blood samples were taken to determine the lipid profile. RESULTS An increase in physical activity level was significantly related to an increase in VO(2)peak and POpeak, and an increase in physical activity level favourably affected the lipid profile. A nonsignificant relation was found with muscle strength. CONCLUSION Everyday physical activity seems to have an important role in the fitness and health of persons with a recent SCI. An increase in physical activity level was associated with an increase in physical fitness and with a lower risk of cardiovascular disease.
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Affiliation(s)
- C F J Nooijen
- Department of Rehabilitation Medicine and Physical Therapy, Erasmus Medical Center, Rotterdam, The Netherlands.
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