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Olufson HT, Ellick J, McCoy S, Barrimore SE, Knowlman T, Young AM. An Overlooked Challenge: A Retrospective Audit of Overnutrition in Hospital Rehabilitation Wards. Healthcare (Basel) 2025; 13:188. [PMID: 39857215 PMCID: PMC11764530 DOI: 10.3390/healthcare13020188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 01/13/2025] [Accepted: 01/16/2025] [Indexed: 01/27/2025] Open
Abstract
Background/Objective: Research shows that obesity has risen among rehabilitation patients. Despite this, nutrition care in subacute rehabilitation wards focuses primarily on preventing and treating protein-energy malnutrition. The continued provision of energy-dense meals during lengthy rehabilitation admissions may present a risk of overnutrition for some patients, which can adversely affect functional outcomes. However, overnutrition is not routinely monitored in practice. This study summarizes the initial findings of a multi-site investigation of overnutrition incidence across five rehabilitation wards to scope the need for future research. Methods: A retrospective audit was conducted, including all inpatients admitted over 3 months to the study wards with a complete dataset (total sample n = 199). Data were collected from the medical record and menu management system to determine overnutrition, defined as an average daily energy intake equal to or greater than 1000 kJ above estimated requirements and weight gain of equal to or greater than 1 kg over the admission. Results: The incidence of overnutrition in the total sample was 12.1%. Of those patients deemed at low risk of malnutrition (n = 124), 19.4% developed overnutrition during their rehabilitation admission. Those who developed overnutrition during their admission gained an average of 2.9 kg, with a mean excess energy intake of 2456 kJ/day above estimated requirements. They also consumed a high intake of discretionary items (mean of 3156 kJ/day). Conclusions: The findings suggest that further research is needed to investigate the etiology and impact of the overlooked problem of overnutrition in subacute rehabilitation settings. Future investigation is essential to ensure that the planning and delivery of subacute dietetic and food services meet the nutrition needs of patients in longer-stay inpatient settings.
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Affiliation(s)
- Hannah T. Olufson
- Dietetics & Food Services, Surgical, Treatment & Rehabilitation Service (STARS), Metro North Health, Brisbane, QLD 4029, Australia
- STARS Education & Research Alliance, STARS, University of Queensland & Metro North Health, Brisbane, QLD 4029, Australia
- Nutrition Research Collaborative, Royal Brisbane & Women’s Hospital, Metro North Health, Brisbane, QLD 4029, Australia
| | - Jennifer Ellick
- Dietetics & Food Services, Surgical, Treatment & Rehabilitation Service (STARS), Metro North Health, Brisbane, QLD 4029, Australia
- Nutrition Research Collaborative, Royal Brisbane & Women’s Hospital, Metro North Health, Brisbane, QLD 4029, Australia
| | - Simone McCoy
- Dietetics & Food Services, Surgical, Treatment & Rehabilitation Service (STARS), Metro North Health, Brisbane, QLD 4029, Australia
| | - Sally E. Barrimore
- Dietetics & Food Services, Prince Charles Hospital, Metro North Health, Brisbane, QLD 4032, Australia
| | - Tracy Knowlman
- Dietetics & Food Services, Redcliffe Hospital, Metro North Health, Brisbane, QLD 4020, Australia
| | - Adrienne M. Young
- Nutrition Research Collaborative, Royal Brisbane & Women’s Hospital, Metro North Health, Brisbane, QLD 4029, Australia
- Centre for Health Services Research, University of Queensland, Brisbane, QLD 4067, Australia
- Dietetics & Food Services, Royal Brisbane & Women’s Hospital, Metro North Health, Brisbane, QLD 4029, Australia
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Ishimoto R, Mutsuzaki H, Shimizu Y, Takeuchi R, Matsumoto S, Hada Y. Association Between Sarcopenic Obesity and Activities of Daily Living in Individuals with Spinal Cord Injury. J Clin Med 2024; 13:7071. [PMID: 39685530 DOI: 10.3390/jcm13237071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 11/20/2024] [Accepted: 11/20/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: Sarcopenic obesity adversely affects physical function and activities of daily living (ADL) in older individuals and patients undergoing rehabilitation. This condition is also common in individuals with spinal cord injury (SCI); however, its relationship with ADL in this group remains unclear. Hence, this study examined the association between sarcopenic obesity and ADL in individuals with SCI. Methods: This retrospective cross-sectional study identified sarcopenia using the low skeletal muscle mass index (SMI) and Asian Working Group for Sarcopenia reference values. Obesity was defined as a body fat percentage (%BF) exceeding 25% in men and 35% in women. Sarcopenic obesity was identified when both the sarcopenia and obesity criteria were met. The primary outcome, ADL, was measured using the Functional Independence Measure (FIM). Multiple linear regression models were used to analyze the associations among the SMI, %BF, and FIM scores, after adjusting for age, sex, lesion level, injury severity, comorbidities, and injury duration. Results: Of 82 participants (median age: 63.5 years; 18.3% women), 62.2% had sarcopenic obesity. Participants with sarcopenic obesity (54 vs. 69 points, p = 0.006) had significantly lower FIM motor scores than those without this condition. Multiple linear regression analysis revealed that SMI (β = 0.416, p < 0.001) and %BF (β = -0.325, p = 0.009) were independently associated with the FIM motor scores. Conclusions: Decreased SMI and increased %BF in patients with SCI were independently associated with decreased ADL independence. Routine body composition assessments are necessary for early detection and intervention in this population.
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Affiliation(s)
- Ryu Ishimoto
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba 305-8575, Japan
- Department of Rehabilitation Medicine, Ibaraki Prefectural University of Health Sciences Hospital, Ami 300-0331, Japan
| | - Hirotaka Mutsuzaki
- Center for Medical Science, Ibaraki Prefectural University of Health Sciences, Ami 300-0394, Japan
- Department of Orthopaedic Surgery, Ibaraki Prefectural University of Health Sciences Hospital, Ami 300-0331, Japan
| | - Yukiyo Shimizu
- Department of Rehabilitation Medicine, Institute of Medicine, University of Tsukuba, Tsukuba 305-8575, Japan
| | - Ryoko Takeuchi
- Department of Orthopaedic Surgery, Ibaraki Prefectural University of Health Sciences Hospital, Ami 300-0331, Japan
| | - Shuji Matsumoto
- Department of Rehabilitation Medicine, Ibaraki Prefectural University of Health Sciences Hospital, Ami 300-0331, Japan
- Center for Medical Science, Ibaraki Prefectural University of Health Sciences, Ami 300-0394, Japan
| | - Yasushi Hada
- Department of Rehabilitation Medicine, Institute of Medicine, University of Tsukuba, Tsukuba 305-8575, Japan
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García-Rudolph A, Wright M, García L, Sauri J, Cegarra B, Tormos JM, Opisso E. Long-term prediction of functional independence using adjusted and unadjusted single items of the functional independence measure (FIM) at discharge from rehabilitation. J Spinal Cord Med 2024; 47:649-660. [PMID: 36913541 PMCID: PMC11378684 DOI: 10.1080/10790268.2023.2183326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/15/2023] Open
Abstract
CONTEXT Being able to survive in the long-term independently is of concern to patients with spinal cord injury (SCI), their relatives, and to those providing or planning health care, especially at rehabilitation discharge. Most previous studies have attempted to predict functional dependency in activities of daily living within one year after injury. OBJECTIVES (1) build 18 different predictive models, each model using one FIM (Functional Independence Measure) item, assessed at discharge, as independent predictor of total FIM score at chronic phase (3-6 years post-injury) (2) build three different predictive models, using in each model an item from a different FIM domain with the highest predictive power obtained in objective (1) to predict "good" functional independence at chronic phase and (3) adjust the 3 models from objective (2) with known confounding factors. METHODS This observational study included 461 patients admitted to rehabilitation between 2009 and 2019. We applied regression models to predict total FIM score and "good" functional independence (FIM motor score ≥ 65) reporting adjusted R2, odds ratios, ROC-AUC (95% CI) tested using 10-fold cross-validation. RESULTS The top three predictors, each from a different FIM domain, were Toilet (adjusted R2 = 0.53, Transfers domain), Toileting (adjusted R2 = 0.46, Self-care domain), and Bowel (adjusted R2 = 0.35, Sphincter control domain). These three items were also predictors of "good" functional independence (AUC: 0.84-0.87) and their predictive power increased (AUC: 0.88-0.93) when adjusted by age, paraplegia, time since injury, and length of stay. CONCLUSIONS Discharge FIM items accurately predict long-term functional independence.
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Affiliation(s)
- Alejandro García-Rudolph
- Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Mark Wright
- Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Loreto García
- Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Joan Sauri
- Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Blanca Cegarra
- Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Josep Maria Tormos
- Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
| | - Eloy Opisso
- Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra (Cerdanyola del Vallès), Spain
- Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
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Baehr LA, Bruneau M, Finley M. Baseline Comparison of Exercisers and Nonexercisers With Spinal Cord Injury Enrolled in a Group Tele-Exercise Program. Top Spinal Cord Inj Rehabil 2023; 29:27-36. [PMID: 38076490 PMCID: PMC10704214 DOI: 10.46292/sci23-00027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Background Individuals with SCI are 1.5 times more likely to be sedentary compared to adults without disabilities or chronic health conditions. It is therefore imperative to develop and evaluate innovative facilitation strategies for physical activity behavior in this population. Objectives As an insightful step to creating and evaluating tailored physical activity interventions for individuals with SCI, we evaluated demographic, psychosocial, and physical characteristics of those who choose to engage in physical activity by enrolling in a group exercise study. Design/Methods We conducted a cross-sectional analysis detailing demographic features and baseline outcomes of those with SCI enrolled in a group tele-exercise study who were classified as regular exercisers versus nonregular exercisers per the American College of Sports Medicine exercise guidelines. Between-group differences for psychosocial and physical outcomes were assessed with chi-square and Mann-Whitney U tests (p < .05). Results Twenty-seven adult volunteers enrolled in the study (exercisers = 14, nonexercisers = 13). Groups were comparable for biological sex, gender identity, self-reported racial group(s), and current age. Exercisers demonstrated significantly shorter duration of injury compared to nonexercisers (p = .012). Exercisers exhibited significantly higher exercise self-efficacy (p = .017) and increased reported weekly minutes in vigorous intensity leisure time physical activity (p = .029). Conclusion Nonexercisers with SCI demonstrate increased injury duration and reduced exercise self-efficacy compared to active peers. These factors should be addressed in the design and delivery of SCI-specific physical activity interventions to increase the likelihood of this critical health behavior over time.
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Affiliation(s)
- Laura A. Baehr
- Department of Health and Rehabilitation Sciences, Temple University, Philadelphia, Pennsylvania
| | - Michael Bruneau
- Department of Health Sciences, Drexel University, Philadelphia, Pennsylvania
| | - Margaret Finley
- Department of Physical Therapy and Rehabilitation Sciences, Philadelphia, Pennsylvania
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Suzuki H, Funaba M, Imajo Y, Yokogawa N, Sasagawa T, Ando K, Nakashima H, Segi N, Funayama T, Eto F, Watanabe K, Yamane J, Furuya T, Nakajima H, Hasegawa T, Terashima Y, Ikegami S, Inoue G, Kaito T, Kato S. Blunt Cerebrovascular Injury in the Elderly with Traumatic Cervical Spine Injuries: Results of a Retrospective Multi-Center Study of 1512 Cases in Japan. J Neurotrauma 2023. [PMID: 36719766 DOI: 10.1089/neu.2022.0180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
This study is nationwide retrospective multi-center study to investigate the incidence and characteristics of blunt cerebrovascular injury (BCVI) in elderly Japanese patients with traumatic cervical spine injuries (CSI) including spinal cord injury (SCI) without major bone injury. The study enrolled 1512 patients (average age: 75.8 ± 6.9 years; 1007 males, 505 females) from 33 nationwide institutions, and 391 (26%) of the participants had digital subtraction angiography and/or computed tomography angiography. Fifty-three patients were diagnosed as having BCVI by angiography. We assessed neurological evaluation, comorbidities and classification of CSI in the elderly patients with/without BCVI and collected 6-month follow-up data on treatment, complications, and patient outcome. We also statistically analyzed the relative risk (RR) and relationship between BCVI and other factors. Significant differences were identified between BCVI (+) (n = 53) and (-) (n = 1459) patients with American Spinal Injury Association Impairment Scale (ASIA) A, C, D, cervical fracture, C3-7 injury level (AO type F and/or C), cervical dislocation, spinal surgery for CSI, tetraplegia type of SCI, and/or head injury. Fifty-three (3.5%) elderly patients had CSI complicated by BCVI including 10 (19%) cases of Denver grade I, four (7%) of grade II, 1 (2%) of grade III, 29 (55%) of grade IV, and nine (17%) of grade V. Sixteen cases were treated by interventional radiology. Rates of mortality and brain infarction from BCVI were 0.13% and 0.40%, respectively. RR of BCVI was significantly higher in the elderly cervical injury patients with head injury, severe neurological deficit, ASIA A (RR: 4.33), cervical fracture at the C3-7 level (RR: 7.39), and cervical dislocation at the C1-6 level (RR: 3.06-7.18). In conclusion, 53 (3.5%) elderly patients were complicated with BCVI. BCVI more frequently complicated head injury, severe neurological deficit (ASIA A or tetraplegia), AO type F, and/or C fractures and cervical dislocation in these patients. Six patients (11%) suffered brain infarction and two patients died from BCVI.
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Affiliation(s)
- Hidenori Suzuki
- Department of Orthopedics Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Masahiro Funaba
- Department of Orthopedics Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Yasuaki Imajo
- Department of Orthopedics Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Noriaki Yokogawa
- Department of Orthopedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan
| | - Takeshi Sasagawa
- Department of Orthopedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan.,Department of Orthopedics Surgery, Toyama Prefectural Central Hospital, Toyama, Japan
| | - Kei Ando
- Department of Orthopedic Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Hiroaki Nakashima
- Department of Orthopedic Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Naoki Segi
- Department of Orthopedic Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Toru Funayama
- Department of Orthopedic Surgery, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Fumihiko Eto
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Kota Watanabe
- Department of Orthopedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Junichi Yamane
- Department of Orthopedic Surgery, National Hospital Organization Murayama Medical Center, Tokyo, Japan
| | - Takeo Furuya
- Department of Orthopedic Surgery, Graduate school of Medicine, Chiba University, Chiba, Japan
| | - Hideaki Nakajima
- Department of Orthopedics and Rehabilitation Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Tomohiko Hasegawa
- Department of Orthopedic Surgery, Hamamatsu University School of Medicine, Shizuoka, Japan
| | - Yoshinori Terashima
- Department of Orthopedic Surgery, Sapporo Medical University, Sapporo, Japan.,Department of Orthopedic Surgery, Matsuda Orthopedic Memorial Hospital, Sapporo, Japan
| | - Shota Ikegami
- Department of Orthopedic Surgery, Shinshu University School of Medicine, Nagano, Japan
| | - Gen Inoue
- Department of Orthopedic Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Takashi Kaito
- Department of Orthopedic Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Satoshi Kato
- Department of Orthopedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan
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Rimmer JH, Wilroy J, Young HJ, Young R, Sinha T, Currie M, Lima CR, Lai B. Qualitative Evaluation of a Comprehensive Online Wellness Program (MENTOR) Among People With Spinal Cord Injury. FRONTIERS IN REHABILITATION SCIENCES 2022; 3:917898. [PMID: 36189027 PMCID: PMC9397963 DOI: 10.3389/fresc.2022.917898] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 05/16/2022] [Indexed: 11/20/2022]
Abstract
People with spinal cord injury (SCI) experience a plethora of health conditions that hinder their health and wellness. This qualitative retrospective evaluation describes the perceptions of 14 peoples with SCI, several months after they completed an eight-week telewellness community program (MENTOR-Mindfulness, Exercise and Nutrition To Optimize Resilience). The program offered daily online classes that covered three core wellness domains (mindfulness, exercise, nutrition) and one health coaching session to introduce participants to eight other wellness domains (sleep, self-care, core values, arts & leisure, outdoor time in nature; spiritual practice, relationships, contribution to others). Qualitative analysis resulted in 4 themes related to program benefits, likes, and improvement recommendations. First, participants valued the program for the social support provided by a sense of community and relationship building with peers. Second, self-regulation was facilitated by the comprehensiveness of the program components, easy online access, and shared lifestyle goals for self-improvement among peers. Third, participants reported improved psychological wellbeing and adopted healthy behaviors that were maintained long after the program. Last, future programs should include flexible class times, post-program support, specific exercise adaptations for people with limited arm function, and supplementary in-person meetings. These preliminary findings demonstrate that MENTOR may benefit the wellbeing of people with SCI and warrant further study.
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Affiliation(s)
- James H. Rimmer
- Dean's Office, University of Alabama at Birmingham, Birmingham, AL, United States
- University of Alabama at Birmingham-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
| | - Jereme Wilroy
- University of Alabama at Birmingham-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Hui-Ju Young
- Dean's Office, University of Alabama at Birmingham, Birmingham, AL, United States
- University of Alabama at Birmingham-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
| | - Raven Young
- University of Alabama at Birmingham-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
- Division of Pediatric Rehabilitation Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Tanvee Sinha
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Madison Currie
- University of Alabama at Birmingham-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
- Physical and Occupational Therapy Department, Rehabilitation Science Program, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Carla Rigo Lima
- University of Alabama at Birmingham-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
- Physical and Occupational Therapy Department, Rehabilitation Science Program, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Byron Lai
- University of Alabama at Birmingham-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
- Division of Pediatric Rehabilitation Medicine, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, United States
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Nakajima H, Yokogawa N, Sasagawa T, Ando K, Segi N, Watanabe K, Nori S, Watanabe S, Honjoh K, Funayama T, Eto F, Terashima Y, Hirota R, Furuya T, Yamada T, Inoue G, Kaito T, Kato S. Prognostic Factors for Cervical Spinal Cord Injury without Major Bone Injury in Elderly Patients. J Neurotrauma 2022; 39:658-666. [PMID: 35044252 PMCID: PMC9081051 DOI: 10.1089/neu.2021.0351] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
In the current aging society, there has been a marked increase in the incidence of cervical spinal cord injury (CSCI) without major bone injury. This multi-center study aimed to identify predictors of neurological improvement in elderly patients with CSCI without major bone injury. The participants were 591 patients aged ≥65 years with CSCI without major bone injury and a minimum follow-up period of three months. Neurologic status was defined using the American Spinal Injury Association (ASIA) impairment scale (AIS). Univariate and multi-variate analyses were performed to identify prognostic factors for walking recovery in AIS A-C cases and full upper extremity motor recovery in AIS D cases. In AIS A-C cases, body mass index (odds ratio (OR): 1.112), magnetic resonance imaging signal change (OR: 0.240), AIS on admission (OR: 3.497), comorbidity of dementia/delirium (OR: 0.365), and post-injury pneumonia (OR: 0.194) were identified as independent prognostic factors for walking recovery. The prevalence of ossification of the posterior longitudinal ligament (OR: 0.494) was also found to be an independent prognostic factor in AIS B and C cases only. In AIS D cases, age (OR: 0.937), upper extremity ASIA motor score on admission (OR: 1.230 [per 5 scores]), and operation (OR: 0.519) were independent prognostic factors for full motor recovery. The severity of AIS at admission was the strongest predictor of functional outcomes. Promoting rehabilitation, however, through measures to reduce cognitive changes, post-injury pneumonia, and unhealthy body weight changes can contribute to greater neurological improvement in AIS A-C cases.
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Affiliation(s)
- Hideaki Nakajima
- Department of Orthopaedics and Rehabilitation Medicine, Faculty of Medical Sciences University of Fukui, Fukui, Japan
| | - Noriaki Yokogawa
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan
| | - Takeshi Sasagawa
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan
- Department of Orthopedics Surgery, Toyama Prefectural Central Hospital, Toyama, Japan
| | - Kei Ando
- Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Naoki Segi
- Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Kota Watanabe
- Department of Orthopaedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Satoshi Nori
- Department of Orthopaedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Shuji Watanabe
- Department of Orthopaedics and Rehabilitation Medicine, Faculty of Medical Sciences University of Fukui, Fukui, Japan
| | - Kazuya Honjoh
- Department of Orthopaedics and Rehabilitation Medicine, Faculty of Medical Sciences University of Fukui, Fukui, Japan
| | - Toru Funayama
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Tsukuba, Ibaraki,Japan
| | - Fumihiko Eto
- Department of Orthopaedic Surgery, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Yoshinori Terashima
- Department of Orthopaedic Surgery, Sapporo Medical University, Sapporo, Japan
- Department of Orthopaedic Surgery, Matsuda Orthopedic Memorial Hospital, Sapporo, Japan
| | - Ryosuke Hirota
- Department of Orthopaedic Surgery, Sapporo Medical University, Sapporo, Japan
| | - Takeo Furuya
- Department of Orthopaedic Surgery, Graduate school of Medicine, Chiba University, Chiba, Japan
| | - Tomohiro Yamada
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Shizuoka, Japan
- Department of Orthopaedic Surgery, Nagoya Kyoritsu Hospital, Aichi, Japan
| | - Gen Inoue
- Department of Orthopaedic Surgery, Kitasato University School of Medicine, Kanagawa,Japan
| | - Takashi Kaito
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine,Osaka, Japan
| | - Satoshi Kato
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan
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8
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Dolbow DR, Davis GM, Welsch M, Gorgey AS. Benefits and interval training in individuals with spinal cord injury: A thematic review. J Spinal Cord Med 2022; 45:327-338. [PMID: 34855568 PMCID: PMC9135438 DOI: 10.1080/10790268.2021.2002020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
BACKGROUND Arm crank ergometry (ACE), functional electrical stimulation leg cycling exercise (FES-LCE), and the combination of the two (FES hybrid exercise) have all been used as activities to help improve the fitness-related health of individuals with spinal cord injury (SCI). More recently, high-intensity interval training (HIIT) has become popular in the non-disabled community due to its ability to produce greater aerobic fitness benefits or equivalent benefits with reduced time commitment. OBJECTIVE This thematic review of the literature sought to determine the potential benefits and practicality of using ACE, FES-LCE, and FES hybrid exercise in an interval training format for individuals with SCI. METHODS Systematic literature searches were conducted in May 2020 and March 2021 focusing on interval training in individuals with SCI. Pre-defined nested search terms were used to narrow the available literature from 4273 citations to 1362 articles. The titles and abstracts were then reviewed to determine the appropriateness of the articles ending with fifteen articles. RESULTS The literature was limited to fifteen articles with low participant numbers (n = 1-20). However, in each article, HIIT protocols either demonstrated a greater improvement in cardiovascular, metabolic, or practicality scores compared to moderate intensity continuous training (MICT) protocols, or improvement during relatively brief time commitments. CONCLUSION The available literature lacked sufficient numbers of randomized control trials. However, the available evidence is encouraging concerning the potential benefits and practicality of using HIIT (ACE, FES-LCE, or FES hybrid exercise) to improve aerobic and anaerobic capacity and decrease cardiometabolic risk after SCI.
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Affiliation(s)
- David R. Dolbow
- Department of Physical Therapy and College of Osteopathic Medicine, William Carey University, Hattiesburg, Mississippi, USA,Correspondence to: David R. Dolbow, Department of Physical Therapy and College of Osteopathic Medicine, William Carey University, 710 William Carey Parkway, Hattiesburg, Mississippi39401, USA.
| | - Glen M. Davis
- Clinical Exercise and Rehabilitation Unit, Discipline of Exercise and Sports Science, Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia
| | - Michael Welsch
- School of Population Health, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Ashraf S. Gorgey
- Spinal Cord Injury & Disorders Center, Hunter Holmes McGuire VAMC and Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, Virginia, USA
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Baehr LA, Kaimal G, Hiremath SV, Trost Z, Finley M. Staying active after rehab: Physical activity perspectives with a spinal cord injury beyond functional gains. PLoS One 2022; 17:e0265807. [PMID: 35320294 PMCID: PMC8942209 DOI: 10.1371/journal.pone.0265807] [Citation(s) in RCA: 3] [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: 08/27/2021] [Accepted: 03/08/2022] [Indexed: 11/27/2022] Open
Abstract
Lifestyle physical activity following spinal cord injury (SCI) is critical for functional independence, mental wellness, and social participation, yet nearly 50% of individuals with SCI report no regular exercise. The objective of this study was to better understand factors leading to this participation gap by capturing the physical activity perspectives of individuals living with SCI. We completed small group interviews with nine individuals living with SCI across the United States. Iterative thematic analysis systematically revealed meaningful core concepts related to physical activity engagement with SCI. Emergent themes revealed challenges to lifestyle physical activity behavior including gaps in physical activity education, isolation during psychological adjustment, and knowledge limitations in community exercise settings. A secondary theme related to the COVID-19 pandemic emerged, highlighting additional environmental constraints affecting participation. Our findings suggest that most physical activity education is delivered during inpatient rehabilitation and is related to physical function. Lifetime physical activity strategies are achieved through self-education and peer networking. Personal motivators for physical activity include secondary condition prevention, while social and emotional barriers prevent regular adherence. These findings can inform the development and delivery of physical activity programs to maximize physical activity engagement in individuals living with chronic SCI.
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Affiliation(s)
- Laura A. Baehr
- Department of Physical Therapy and Rehabilitation Science, Drexel University, Philadelphia, PA, United States of America
- * E-mail:
| | - Girija Kaimal
- Creative Arts Therapies Department, Drexel University, Philadelphia, PA, United States of America
| | - Shivayogi V. Hiremath
- Department of Health and Rehabilitation Sciences, Temple University, Philadelphia, PA, United States of America
| | - Zina Trost
- Department of Physical Medicine and Rehabilitation, Virginia Commonwealth University, Richmond, VA, United States of America
| | - Margaret Finley
- Department of Physical Therapy and Rehabilitation Science, Drexel University, Philadelphia, PA, United States of America
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10
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Rehabilitation Length of Stay, Body Mass Index, and Functional Improvement among Adults with Traumatic Spinal Cord Injury. Arch Phys Med Rehabil 2021; 103:657-664. [PMID: 34800478 DOI: 10.1016/j.apmr.2021.09.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 09/12/2021] [Accepted: 09/20/2021] [Indexed: 11/22/2022]
Abstract
OBJECTIVE Examine the modifying effect of body mass index (BMI) on the association between rehabilitation length of stay (LOS), severity of injury, and motor FIM® (mFIM) improvement in patients with traumatic spinal cord injury (TSCI). DESIGN Retrospective cohort study. SETTING Seventeen SCI Model Systems (SCIMS) centers in the United States. PARTICIPANTS 3,413 patients who has a TSCI admitted to an SCIMS between October 2011 and August 2018. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES The mFIM (12 items) improvement by discharge. Four rehabilitation LOS groups split by quartiles were created for each neurologic severity of injury group (C1-C4 level with American Spinal Injury Impairment Scale [AIS) ABC, C5-C8 AIS ABC, T1-S3 AIS ABC, and AIS DE). The interrelationship among rehabilitation LOS, BMI, and mFIM improvement were examined using multivariate linear regressions. A stratified analysis was performed to examine the association between rehabilitation LOS and mFIM improvement by BMI status (under or normal weight, overweight, and obese) and neurologic groups. RESULTS 1099 (32.2%) and 821 (24.1%) patients were overweight and obese, respectively. Patients with obesity had less improvement in mFIM than those who were under or normal weight (unit of mFIM improvement =-3.71). After stratifying by BMI status, among obese patients, those with the longest rehabilitation LOS showed greater improvement in mFIM than those in the shortest LOS (unit of mFIM improvement =4.78). CONCLUSIONS Longer inpatient rehabilitation LOS may benefit patients with TSCI by increasing mFIM improvement by discharge. Obesity is negatively associated with mFIM improvement.
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11
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Invasive and Non-Invasive Approaches of Electrical Stimulation to Improve Physical Functioning after Spinal Cord Injury. J Clin Med 2021; 10:jcm10225356. [PMID: 34830637 PMCID: PMC8625266 DOI: 10.3390/jcm10225356] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 11/09/2021] [Accepted: 11/12/2021] [Indexed: 12/13/2022] Open
Abstract
This review of literature provides the latest evidence involving invasive and non-invasive uses of electrical stimulation therapies that assist in restoring functional abilities and the enhancement of quality of life in those with spinal cord injuries. The review includes neuromuscular electrical stimulation and functional electrical stimulation activities that promote improved body composition changes and increased muscular strength, which have been shown to improve abilities in activities of daily living. Recommendations for optimizing electrical stimulation parameters are also reported. Electrical stimulation is also used to enhance the skills of reaching, grasping, standing, and walking, among other activities of daily living. Additionally, we report on the use of invasive and non-invasive neuromodulation techniques targeting improved mobility, including standing, postural control, and assisted walking. We attempt to summarize the effects of epidural stimulation on cardiovascular performance and provide a mechanistic explanation to the current research findings. Future trends such as the combination of epidural stimulation and exoskeletal-assisted walking are also discussed.
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12
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Goodus MT, Carson KE, Sauerbeck AD, Dey P, Alfredo AN, Popovich PG, Bruno RS, McTigue DM. Liver inflammation at the time of spinal cord injury enhances intraspinal pathology, liver injury, metabolic syndrome and locomotor deficits. Exp Neurol 2021; 342:113725. [PMID: 33933462 PMCID: PMC8784048 DOI: 10.1016/j.expneurol.2021.113725] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 04/08/2021] [Accepted: 04/22/2021] [Indexed: 02/07/2023]
Abstract
The current high obesity rates mean that neurological injuries are increasingly sustained on a background of systemic pathology, including liver inflammation, which likely has a negative impact on outcomes. Because obesity involves complex pathology, the effect of hepatic inflammation alone on neurological recovery is unknown. Thus, here we used a gain-of-function model to test if liver inflammation worsens outcome from spinal cord injury (SCI) in rats. Results show liver inflammation concomitant with SCI exacerbated intraspinal pathology and impaired locomotor recovery. Hepatic inflammation also potentiated SCI-induced non-alcoholic steatohepatitis (NASH), endotoxemia and insulin resistance. Circulating and cerebrospinal levels of the liver-derived protein Fetuin-A were higher in SCI rats with liver inflammation, and, when microinjected into intact spinal cords, Fetuin-A caused macrophage activation and neuron loss. Thus, liver inflammation functions as a disease modifying factor to impair recovery from SCI, and Fetuin-A is a potential neuropathological mediator. Since SCI alone induces acute liver inflammation, the liver may be a novel clinical target for improving recovery from SCI.
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Affiliation(s)
- Matthew T Goodus
- The Belford Center for Spinal Cord Injury, Ohio State University, Columbus, OH, USA; Department of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, USA
| | - Kaitlin E Carson
- The Belford Center for Spinal Cord Injury, Ohio State University, Columbus, OH, USA; Department of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, USA
| | - Andrew D Sauerbeck
- The Belford Center for Spinal Cord Injury, Ohio State University, Columbus, OH, USA; Department of Neurology, Washington University in St. Louis, Missouri, USA
| | - Priyankar Dey
- Department of Biotechnology, Thapar Institute of Engineering and Technology, Patiala, Punjab, India
| | - Anthony N Alfredo
- The Belford Center for Spinal Cord Injury, Ohio State University, Columbus, OH, USA; Department of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, USA
| | - Phillip G Popovich
- The Belford Center for Spinal Cord Injury, Ohio State University, Columbus, OH, USA; Department of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, USA
| | - Richard S Bruno
- Department of Human Sciences, College of Education and Human Ecology, The Ohio State University, Columbus, OH, USA
| | - Dana M McTigue
- The Belford Center for Spinal Cord Injury, Ohio State University, Columbus, OH, USA; Department of Neuroscience, College of Medicine, Ohio State University, Columbus, OH, USA.
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13
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Burkhart L, Pellegrini CA, Jones K, LaVela SL. Strategies used by providers to support individuals with spinal cord injury in weight management: a qualitative study of provider perspectives. Spinal Cord Ser Cases 2021; 7:65. [PMID: 34326307 DOI: 10.1038/s41394-021-00426-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 07/12/2021] [Accepted: 07/12/2021] [Indexed: 01/18/2023] Open
Abstract
STUDY DESIGN This is a descriptive qualitative study. OBJECTIVES To explore recommended strategies employed by healthcare providers to support individuals with SCI in weight management. SETTING Fourteen veteran administration hospitals in the United States and the Shirley Ryan AbilityLab (SRALab) SCI Model Systems in Illinois. METHODS Semi-structured interviews were conducted with interprofessional SCI providers involved in weight management with individuals living with SCI. Thematic analysis methods were used. RESULTS A total of 25 interprofessional providers were interviewed. Providing clinical expertise to assist in weight management included (1) checking progress or status of weight over time, (2) monitoring and tracking other health-related indicators, (3) stressing weight-related health risks, (4) providing education, (5) encouraging healthy behaviors, and (6) identifying and accessing resources. Fostering provider-patient relationships included (1) establishing and maintaining rapport and (2) tailoring/individualizing weight management treatment. Coordinating a team approach included (1) involving a dietitian or nutritionist, (2) communicating the same message, and (3) involving the informal caregiver/family. CONCLUSION Weight management strategies should incorporate patient preferences and goals, informed through provider expert and personalized clinical advice, and supported within the context of interprofessional team collaboration that includes caregivers and family.
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Affiliation(s)
- Lisa Burkhart
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines Jr. VA Hospital, Hines, IL, USA. .,Marcella Niehoff School of Nursing, Loyola University Chicago, Chicago, IL, USA.
| | - Christine A Pellegrini
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Kayla Jones
- Midwest Regional SCI Care System (MRSCICS), Shirley Ryan AbilityLab (SRAlab), Chicago, IL, USA
| | - Sherri L LaVela
- Department of Veterans Affairs, Center of Innovation for Complex Chronic Healthcare (CINCCH), Edward Hines Jr. VA Hospital, Hines, IL, USA.,Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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14
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Wen H, DeVivo MJ, Mehta T, Kaur Baidwan N, Chen Y. The impact of body mass index on one-year mortality after spinal cord injury. J Spinal Cord Med 2021; 44:563-571. [PMID: 31729925 PMCID: PMC8288132 DOI: 10.1080/10790268.2019.1688021] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Objective: Evaluate the association between body mass index (BMI, kg/m2) and one-year mortality among people who survived the first 90 days after spinal cord injury (SCI).Design: Cohort study.Setting: Eighteen SCI Model Systems centers throughout the United States.Participants: 6640 participants (men, 79.6%; mean age, 42.8 ± 17.7y; Whites, 62.3%) who had an SCI between October 2006 and March 2017.Interventions: Not applicable.Outcome Measures: All-cause mortality and causes of death. Life table method was used to estimate mortality rates, while Cox proportional hazard model was conducted to assess the impact of BMI on mortality after adjusting for demographic and injury-related factors.Results: Based on BMI obtained during initial rehabilitation, participants were classified into underweight (4.2%), normal weight (41.2%), overweight (30.9%) and obese (23.8%) groups, and their corresponding one-year mortality rates were 2.6%, 1.8%, 3.1%, 3.5%, respectively (P = 0.002). After adjusting for potential confounding factors, people with obesity had a higher mortality risk than those with normal weight (hazard ratio, 1.51; 95% confidence interval, 1.00-2.28). The most frequent causes of death for people with obesity were infective and parasitic diseases and respiratory diseases, while respiratory diseases were the most frequent for people with other BMI statuses.Conclusion: People with obesity who incur an SCI need special attention to prevent early mortality. Future studies should explore factors that contribute to such a higher mortality after SCI, such as preexisting conditions and comorbidities. The effects of BMI on long-term mortality also deserve further investigation.
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Affiliation(s)
- Huacong Wen
- Department of Physical Therapy, School of Health Professionals, University of Alabama at Birmingham, Birmingham, Alabama, USA,Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Michael J. DeVivo
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Tapan Mehta
- Department of Health Services Administration, School of Health Professionals, University of Alabama at Birmingham, Birmingham, Alabama, USA,UAB-Lakeshore Research Collaborative, School of Health Professions, University of Alabama at Birmingham, Alabama, USA
| | - Navneet Kaur Baidwan
- Department of Health Services Administration, School of Health Professionals, University of Alabama at Birmingham, Birmingham, Alabama, USA,UAB-Lakeshore Research Collaborative, School of Health Professions, University of Alabama at Birmingham, Alabama, USA
| | - Yuying Chen
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, Alabama, USA,Correspondence to: Yuying Chen, Spain Rehabilitation Center, Room 515, 1717 Sixth Avenue South, Birmingham, AL35249-7330, USA; Ph: 205-934-3329.
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15
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Vives Alvarado JR, Felix ER, Gater DR. Upper Extremity Overuse Injuries and Obesity After Spinal Cord Injury. Top Spinal Cord Inj Rehabil 2021; 27:68-74. [PMID: 33814884 DOI: 10.46292/sci20-00061] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Persons with spinal cord injury (SCI) are at high risk for developing neurogenic obesity due to muscle paralysis and obligatory sarcopenia, sympathetic blunting, anabolic deficiency, and blunted satiety. Persons with SCI are also at high risk for shoulder, elbow, wrist, and hand injuries, including neuromusculoskeletal pathologies and nociceptive pain, as human upper extremities are poorly designed to facilitate chronic weight-bearing activities, including manual wheelchair propulsion, transfers, self-care, and day-to-day activities. This article reviews current literature on the relationship between obesity and increased body weight with upper extremity overuse injuries, detailing pathology at the shoulders, elbows, and wrists that elicit pain and functional decline and stressing the importance of weight management to preserve function.
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Affiliation(s)
- Jose R Vives Alvarado
- Department of Physical Medicine and Rehabilitation, University of Miami Miller School of Medicine, Miami, Florida
| | - Elizabeth R Felix
- Department of Physical Medicine and Rehabilitation, University of Miami Miller School of Medicine, Miami, Florida.,Research Service, Miami Veterans Affairs (VA) Healthcare System, Miami, Florida
| | - David R Gater
- Department of Physical Medicine and Rehabilitation, University of Miami Miller School of Medicine, Miami, Florida.,The Miami Project to Cure Paralysis, University of Miami Miller School of Medicine, Miami, Florida
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16
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Rigot SK, Boninger ML, Ding D, McKernan G, Field-Fote EC, Hoffman J, Hibbs R, Worobey LA. Toward Improving the Prediction of Functional Ambulation After Spinal Cord Injury Though the Inclusion of Limb Accelerations During Sleep and Personal Factors. Arch Phys Med Rehabil 2021; 103:676-687.e6. [PMID: 33839107 DOI: 10.1016/j.apmr.2021.02.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 01/21/2021] [Accepted: 02/07/2021] [Indexed: 11/02/2022]
Abstract
OBJECTIVE To determine if functional measures of ambulation can be accurately classified using clinical measures; demographics; personal, psychosocial, and environmental factors; and limb accelerations (LAs) obtained during sleep among individuals with chronic, motor incomplete spinal cord injury (SCI) in an effort to guide future, longitudinal predictions models. DESIGN Cross-sectional, 1-5 days of data collection. SETTING Community-based data collection. PARTICIPANTS Adults with chronic (>1 year), motor incomplete SCI (N=27). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Ambulatory ability based on the 10-m walk test (10MWT) or 6-minute walk test (6MWT) categorized as nonambulatory, household ambulator (0.01-0.44 m/s, 1-204 m), or community ambulator (>0.44 m/s, >204 m). A random forest model classified ambulatory ability using input features including clinical measures of strength, sensation, and spasticity; demographics; personal, psychosocial, and environmental factors including pain, environmental factors, health, social support, self-efficacy, resilience, and sleep quality; and LAs measured during sleep. Machine learning methods were used explicitly to avoid overfitting and minimize the possibility of biased results. RESULTS The combination of LA, clinical, and demographic features resulted in the highest classification accuracies for both functional ambulation outcomes (10MWT=70.4%, 6MWT=81.5%). Adding LAs, personal, psychosocial, and environmental factors, or both increased the accuracy of classification compared with the clinical/demographic features alone. Clinical measures of strength and sensation (especially knee flexion strength), LA measures of movement smoothness, and presence of pain and comorbidities were among the most important features selected for the models. CONCLUSIONS The addition of LA and personal, psychosocial, and environmental features increased functional ambulation classification accuracy in a population with incomplete SCI for whom improved prognosis for mobility outcomes is needed. These findings provide support for future longitudinal studies that use LA; personal, psychosocial, and environmental factors; and advanced analyses to improve clinical prediction rules for functional mobility outcomes.
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Affiliation(s)
- Stephanie K Rigot
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA; Human Engineering Research Laboratories, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA
| | - Michael L Boninger
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA; Human Engineering Research Laboratories, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA; Rehabilitation Science and Technology, University of Pittsburgh, Pittsburgh, PA; Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA
| | - Dan Ding
- Human Engineering Research Laboratories, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA; Rehabilitation Science and Technology, University of Pittsburgh, Pittsburgh, PA
| | - Gina McKernan
- Human Engineering Research Laboratories, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA
| | - Edelle C Field-Fote
- Crawford Research Institute, Shepherd Center, Atlanta, GA; Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA; Program in Applied Physiology, School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA
| | - Jeanne Hoffman
- Department of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, WA
| | - Rachel Hibbs
- Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA; Physical Therapy, University of Pittsburgh, Pittsburgh, PA
| | - Lynn A Worobey
- Rehab Neural Engineering Labs, University of Pittsburgh, Pittsburgh, PA; Human Engineering Research Laboratories, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA; Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA; Physical Therapy, University of Pittsburgh, Pittsburgh, PA.
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17
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Wilde H, Gamblin AS, Reese J, Garry JG, Guan J, Mortenson J, Flis A, Rosenbluth JP, Karsy M, Bisson EF, Dailey AT. The Effect of Hospital Transfer on Patient Outcomes After Rehabilitation for Spinal Injury. World Neurosurg 2020; 133:e76-e83. [DOI: 10.1016/j.wneu.2019.08.091] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 08/12/2019] [Accepted: 08/14/2019] [Indexed: 11/26/2022]
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18
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Wen H, Botticello AL, Bae S, Heinemann AW, Boninger M, Houlihan BV, Chen Y. Racial and Ethnic Differences in Obesity in People With Spinal Cord Injury: The Effects of Disadvantaged Neighborhood. Arch Phys Med Rehabil 2019; 100:1599-1606. [PMID: 30922881 DOI: 10.1016/j.apmr.2019.02.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 01/11/2019] [Accepted: 02/15/2019] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To examine the role of neighborhood in the relation between race and obesity in people with spinal cord injury (SCI). DESIGN A cross-sectional analysis of survey data from National SCI Database linked with neighborhood data from American Community Survey by census tract. SETTING A total of 17 SCI Model Systems centers. PARTICIPANTS Individuals (N=3385; 2251 non-Hispanic whites, 760 non-Hispanic blacks, 374 Hispanics) who completed a follow-up assessment during 2006-2017 (mean duration of injury, 8.3±9.9y) and resided in 2934 census tracts. INTERVENTION Not applicable. MAIN OUTCOME MEASURES Body mass index (BMI) (kg/m2). RESULTS The overall prevalence of obesity was 52.9% (BMI≥25.0) and 23.3% (BMI≥30.0). Hispanics were 67.0% more likely to be obese (BMI≥30.0 kg/m2) relative to non-Hispanic whites (odds ratio, 1.67; 95% confidence interval, 1.27-2.18), after controlling for demographic and injury-related characteristics. Most of the non-Hispanic blacks (66.8%) were living in neighborhoods with high concentrated disadvantaged index (CDI), compared to 35.0% of Hispanics and 9.2% of non-Hispanic whites living in this similar neighborhood status (P<.0001). After accounting for CDI, the odds of being obese in Hispanics decreased (odds ratio, 1.51; 95% confidence interval, 1.15-1.99). Regardless of race and ethnicity, people with SCI from disadvantaged neighborhoods were 42.0%-70.0% more likely to be obese than those from minimal CDI neighborhoods. CONCLUSIONS Neighborhood characteristics partially diminish racial differences in obesity. Weight management for the SCI population should target those who are Hispanic and living in the disadvantaged neighborhoods.
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Affiliation(s)
- Huacong Wen
- Department of Physical Therapy, School of Health Professionals, University of Alabama at Birmingham, Birmingham, AL, the United States; Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, the United States
| | - Amanda L Botticello
- Kessler Foundation, West Orange, NJ, the United States; Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ, the United States
| | - Sejong Bae
- Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, the United States
| | - Allen W Heinemann
- Shirley Ryan AbilityLab, Chicago, IL, the United States; Department of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, the United States
| | - Mike Boninger
- Departments of Physical Medicine and Rehabilitation, Bioengineering, and Rehabilitation Science and Technology, University of Pittsburgh School of Medicine, Pittsburgh, PA, the United States
| | - Bethlyn Vergo Houlihan
- Spaulding New England Regional Spinal Cord Injury Center Model Systems Network, Boston, MA, the United States; Spaulding Rehabilitation Hospital, Boston, MA, the United States
| | - Yuying Chen
- Department of Physical Medicine and Rehabilitation, University of Alabama at Birmingham, Birmingham, AL, the United States.
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19
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Nevin A, Mayr H, Atresh S, Kemp I, Simmons J, Vivanti A, Hickman IJ. Feasibility and Acceptability of Implementing Indirect Calorimetry Into Routine Clinical Care of Patients With Spinal Cord Injury. Top Spinal Cord Inj Rehabil 2018; 22:269-276. [PMID: 29339868 DOI: 10.1310/sci2016-00001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Background: In the absence of reliable predictive equations, indirect calorimetry (IC) remains the gold standard for assessing energy requirements after spinal cord injury (SCI), but it is typically confined to a research setting. The purpose of this study is to assess the feasibility and acceptability of implementing IC into routine clinical care in an Australian SCI rehabilitation facility. Methods: Bedside IC (canopy hood) was performed, and patients completed an IC acceptability questionnaire (open-ended; yes/no; 5-point Likert scale). Fasted resting energy expenditure (REE) steady-state criteria were applied to assess data quality, and adherence to a test ≥20 minutes was recorded. Staff were surveyed to assess impact of IC on usual care. Results: Of 35 eligible patients, 9 declined (7 reported claustrophobia). One patient could not be tested before discharge and 25 underwent IC (84% male, injury level C2-L2, AIS A-D). Anxiety prevented one patient from completing IC, while another failed to fast. The remaining 23 patients achieved a steady-state REE (≥5 consecutive minutes with ≤10% coefficient of variation for VO2 and VCO2). Test-retest (n = 5) showed <10% variation in REE. Patients deemed the procedure acceptable, with 88% reporting a willingness to repeat IC. Eighty percent of patients and 90% of staff agreed it was acceptable for IC to be integrated into usual care. Conclusion: This study found that IC is a feasible and acceptable addition to the routine clinical care of patients recovering from SCI and may serve to improve accuracy of nutrition interventions for this patient population.
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Affiliation(s)
- Amy Nevin
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Hannah Mayr
- Queensland University of Technology, Kelvin Grove, Queensland, Australia
| | - Sridhar Atresh
- Spinal Injuries Unit, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Irene Kemp
- Spinal Injuries Unit, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Joshua Simmons
- Spinal Injuries Unit, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Angela Vivanti
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia.,School of Human Movement and Nutrition Studies, University of Queensland, Queensland, Australia
| | - Ingrid J Hickman
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Woolloongabba, Queensland, Australia.,Mater Research Institute, University of Queensland, Translational Research Institute, Brisbane, Queensland, Australia
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20
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Seida JC, Sharma AM, Johnson JA, Forhan M. Hospital rehabilitation for patients with obesity: a scoping review. Disabil Rehabil 2018; 40:125-134. [PMID: 27848247 DOI: 10.1080/09638288.2016.1243163] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
PURPOSE To explore the evidence on rehabilitation for hospitalized patients with obesity. METHODS Medline, Embase, CENTRAL, CINAHL, and PubMed were searched from 1994 to May 2016. Grey literature was hand-searched. Two reviewers independently selected studies examining patients with obesity receiving hospital-based therapy for a physical impairment. One reviewer extracted the data and a second reviewer verified a random sample. RESULTS Thirty-nine studies (two trials, 37 observational) were included. Patients underwent rehabilitation following orthopaedic surgery (n = 25), neurological conditions (n = 7), acute medical illnesses (n = 3), or various procedures (n = 4). Three studies investigated the effectiveness of a specific rehabilitation program in patients with obesity; however, two lacked a control group, precluding inferences of causal associations. Most studies compared functional outcomes across patients in different BMI categories (n = 33). There was much variability in the rehabilitation components, intensity, and providers used across the studies. The most frequent components were gait training and mobility (n = 17) and training in assistive devices (n = 12). Across the 50 outcomes measured, length of hospital stay (n = 24) and Functional Independence Measure (n = 15) were assessed most frequently. CONCLUSIONS Evidence to guide rehabilitation for patients with obesity is sparse and weak. Rigorous comparative studies with clearly defined interventions and consensus outcome measures are needed. Implications for Rehabilitation Obesity rates have dramatically increased among patients requiring rehabilitation following joint arthroplasty, stroke, injury, or an acute medical event. There are currently no guidelines by which to define best practice for rehabilitating patients with obesity and comparative studies on rehabilitation programs are needed. Professional development focused on patient-centered rehabilitation and sensitivity training is known to promote quality care, reduce weight bias, and improve patient satisfaction. Access to and knowledge about equipment is necessary to promote patient and health care provider safety.
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Affiliation(s)
- Jennifer C Seida
- a Department of Occupational Therapy, Faculty of Rehabilitation Medicine , University of Alberta , Edmonton , Canada
| | - Arya M Sharma
- b Obesity Research and Management , University of Alberta , Edmonton , Canada
| | - Jeffrey A Johnson
- c Alliance for Canadian Health Outcomes Research in Diabetes , University of Alberta , Edmonton , Canada
| | - Mary Forhan
- a Department of Occupational Therapy, Faculty of Rehabilitation Medicine , University of Alberta , Edmonton , Canada
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Burns AS, Marino RJ, Kalsi-Ryan S, Middleton JW, Tetreault LA, Dettori JR, Mihalovich KE, Fehlings MG. Type and Timing of Rehabilitation Following Acute and Subacute Spinal Cord Injury: A Systematic Review. Global Spine J 2017; 7:175S-194S. [PMID: 29164023 PMCID: PMC5684843 DOI: 10.1177/2192568217703084] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES The objective of this study was to conduct a systematic review of the literature to address the following clinical questions: In adult patients with acute and subacute complete or incomplete traumatic SCI, (1) does the time interval between injury and commencing rehabilitation affect outcome?; (2) what is the comparative effectiveness of different rehabilitation strategies, including different intensities and durations of treatment?; (3) are there patient or injury characteristics that affect the efficacy of rehabilitation?; and (4) what is the cost-effectiveness of various rehabilitation strategies? METHODS A systematic search was conducted for literature published through March 31, 2015 that evaluated rehabilitation strategies in adults with acute or subacute traumatic SCI at any level. Studies were critically appraised individually and the overall strength of evidence was evaluated using methods proposed by the GRADE (Grades of Recommendation Assessment, Development and Evaluation) working group. RESULTS The search strategy yielded 384 articles, 19 of which met our inclusion criteria. Based on our results, there was no difference between body weight-supported treadmill training and conventional rehabilitation with respect to improvements in Functional Independence Measure (FIM) Locomotor score, Lower Extremity Motor Scores, the distance walked in 6 minutes or gait velocity over 15.2 m. Functional electrical therapy resulted in slightly better FIM Motor, FIM Self-Care, and Spinal Cord Independence Measure Self-Care subscores compared with conventional occupational therapy. Comparisons using the Toronto Rehabilitation Institute Hand Function Test demonstrated no differences between groups in 7 of 9 domains. There were no clinically important differences in Maximal Lean Test, Maximal Sidewards Reach Test, T-shirt Test, or the Canadian Occupational Performance Measure between unsupported sitting training and standard in-patient rehabilitation. CONCLUSION The current evidence base for rehabilitation following acute and subacute spinal cord injury is limited. Methodological challenges have contributed to this and further research is still needed.
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Affiliation(s)
- Anthony S. Burns
- University Health Network, Toronto Rehabilitation Institute, Toronto, Ontario, Canada,Anthony S. Burns, MD, MSc, University Health Network, Toronto Rehabilitation Institute, 520 Sutherland Dr, Toronto, ON M4G 3V9, Canada.
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AlHuthaifi F, Krzak J, Hanke T, Vogel LC. Predictors of functional outcomes in adults with traumatic spinal cord injury following inpatient rehabilitation: A systematic review. J Spinal Cord Med 2017; 40:282-294. [PMID: 27852160 PMCID: PMC5472016 DOI: 10.1080/10790268.2016.1238184] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Abstract
CONTEXT Despite functional improvements during rehabilitation, variable functional outcomes were reported when patients with Spinal Cord Injury (SCI) return to society. Higher functioning individuals at discharge can experience a decrease in independent mobility (i.e. Motor Functional Independence Measure (mFIM) Score) by one-year follow-up. However, functional gains after discharge have also been reported and associated with recovery. OBJECTIVE To identify, categorize and rank predictors of mFIM score for patients with SCI following inpatient rehabilitation, both at the time of discharge and at one-year follow-up. METHODS Data sources included CINAHL, PubMed, ERIC, Google Scholar, and Medline for literature published from February 2000 to February 2015. Quality and risk of bias of included studies was assessed using the Risk of Bias Assessment Instrument for Prognostic Factor Studies (QUIPS). Significant predictors of mFIM score were categorized using the domains of the International Classification of Function and Disability model ICF and ranked based on how frequently they were significant predictors of mFIM score. RESULTS Twenty-seven predictors of mFIM score spanning the ICF domains were identified among seven studies. At discharge, variables in the Body Structure and Function domain were the most consistent predictors of mFIM score. At one-year follow-up, variables in the Activity and Participation domain were the most consistent predictors of mFIM score. Contextual factors were the least frequent predictors at both discharge and one-year follow-up. CONCLUSION This systematic-review assists clinicians setting realistic goals that maximize functional independence at the time of discharge and after reintegrating to society.
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Affiliation(s)
- Faisal AlHuthaifi
- Midwestern University, College of Health Sciences, Doctor of Health Sciences Program, Downers Grove, IL, USA,Correspondence to: Faisal K. Alhuthaifi, 400 E South Water St. #2008 Chicago, IL 60601 USA.
| | - Joseph Krzak
- Midwestern University, College of Health Sciences, Physical Therapy Program, Downers Grove, IL, USA,Shriners Hospitals for Children®- Chicago, Chicago, IL, USA
| | - Timothy Hanke
- Midwestern University, College of Health Sciences, Physical Therapy Program, Downers Grove, IL, USA
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Kalichman L, Alperovitch-Najenson D, Treger I. The impact of patient's weight on post-stroke rehabilitation. Disabil Rehabil 2016; 38:1684-90. [DOI: 10.3109/09638288.2015.1107640] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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CER, PBE, SCIRehab, NIDRR, and other important abbreviations. Arch Phys Med Rehabil 2013; 94:S61-6. [PMID: 23527774 DOI: 10.1016/j.apmr.2012.11.048] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2012] [Revised: 11/01/2012] [Accepted: 11/09/2012] [Indexed: 11/23/2022]
Abstract
Comparative effectiveness research (CER) has been receiving much attention (and government funding) in recent years, stemming from dissatisfaction with much medical and health care research, which does not produce actionable evidence that can be used by clinicians, patients, and policymakers. Rehabilitation research has been characterized by similar weaknesses and by often inadequate research designs. The SCIRehab study of the outcomes of inpatient spinal cord injury rehabilitation is one of a small number of rehabilitation practice-based evidence (PBE) studies in recent years that allows for the comparison of interventions by all disciplines for relevant real-life outcomes. This introduction to a series of articles resulting from the SCIRehab project discusses the need for and the nature of CER, and places the SCIRehab study and other PBE studies in the light of CER. After a description of the highlights of the analyses in this supplement, we provide a preliminary evaluation of SCIRehab, counting the articles and presentations from the study, the resources that went into this vast project, and the lessons learned that may benefit future rehabilitation PBE investigators.
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Comparing Rehabilitation Services and Outcomes Between Older and Younger People With Spinal Cord Injury. Arch Phys Med Rehabil 2013; 94:S175-86. [DOI: 10.1016/j.apmr.2012.10.038] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Revised: 10/08/2012] [Accepted: 10/09/2012] [Indexed: 11/22/2022]
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