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Sonenblum SE, Measel M, Sprigle SH, Greenhalgh J, Cathcart JM. An Exploratory Analysis of the Role of Adipose Characteristics in Fulltime Wheelchair Users' Pressure Injury History. Front Bioeng Biotechnol 2021; 9:753897. [PMID: 34912788 PMCID: PMC8666593 DOI: 10.3389/fbioe.2021.753897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 10/26/2021] [Indexed: 11/13/2022] Open
Abstract
Aim: The goals of this study were 1) to identify the relationship between adipose (subcutaneous and intramuscular) characteristics and pressure injury (PrI) history in wheelchair users and 2) to identify subject characteristics, including biomechanical risk, that are related to adipose characteristics. Materials and Methods: The buttocks of 43 full-time wheelchair users with and without a history of pelvic PrIs were scanned in a seated posture in a FONAR UPRIGHT® MRI. Intramuscular adipose (the relative difference in intensity between adipose and gluteus maximus) and the subcutaneous adipose characteristics (the relative difference in intensity between subcutaneous adipose under and surrounding the ischium) were compared to PrI history and subject characteristics. Results: Participants with a history of PrIs had different subcutaneous fat (subQF) characteristics than participants without a history of PrIs. Specifically, they had significantly darker adipose under the ischium than surrounding the ischium (subQF effect size = 0.21) than participants without a history of PrIs (subQF effect size = 0.58). On the other hand, only when individuals with complete fat infiltration (n = 7) were excluded did individuals with PrI history have more fat infiltration than those without a PrI history. The presence of spasms (μ intramuscular adipose, 95% CI with spasms 0.642 [0.430, 0.855], without spasms 0.168 [-0.116, 0.452], p = 0.01) and fewer years using a wheelchair were associated with leaner muscle (Pearson Corr = -0.442, p = 0.003). Conclusion: The results of the study suggest the hypothesis that changes in adipose tissue under the ischial tuberosity (presenting as darker SubQF) are associated with increased biomechanical risk for pressure injury. Further investigation of this hypothesis, and the role of intramuscular fat infiltration in PrI development, may help our understanding of PrI etiology. It may also lead to clinically useful diagnostic techniques that can identify changes in adipose and biomechanical risk to inform early preventative interventions.
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Affiliation(s)
- Sharon Eve Sonenblum
- Rehabilitation Engineering and Applied Research Laboratory, The George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, United States
| | - Megan Measel
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, United States
| | - Stephen H Sprigle
- Rehabilitation Engineering and Applied Research Laboratory, The George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, United States.,College of Design, Georgia Institute of Technology, Atlanta, GA, United States
| | | | - John McKay Cathcart
- School of Health Sciences, Ulster University, Northern Ireland, Coleraine, United Kingdom
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Bramley JL, Worsley PR, Bader DL, Everitt C, Darekar A, King L, Dickinson AS. Changes in Tissue Composition and Load Response After Transtibial Amputation Indicate Biomechanical Adaptation. Ann Biomed Eng 2021; 49:3176-3188. [PMID: 34580782 PMCID: PMC8671271 DOI: 10.1007/s10439-021-02858-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 08/20/2021] [Indexed: 12/03/2022]
Abstract
Despite the potential for biomechanical conditioning with prosthetic use, the soft tissues of residual limbs following lower-limb amputation are vulnerable to damage. Imaging studies revealing morphological changes in these soft tissues have not distinguished between superficial and intramuscular adipose distribution, despite the recognition that intramuscular fat levels indicate reduced tolerance to mechanical loading. Furthermore, it is unclear how these changes may alter tissue tone and stiffness, which are key features in prosthetic socket design. This study was designed to compare the morphology and biomechanical response of limb tissues to mechanical loading in individuals with and without transtibial amputation, using magnetic resonance imaging in combination with tissue structural stiffness. The results revealed higher adipose infiltrating muscle in residual limbs than in intact limbs (residual: median 2.5% (range 0.2-8.9%); contralateral: 1.7% (0.1-5.1%); control: 0.9% (0.4-1.3%)), indicating muscle atrophy and adaptation post-amputation. The intramuscular adipose content correlated negatively with daily socket use, although there was no association with time post-amputation. Residual limbs were significantly stiffer than intact limbs at the patellar tendon site, which plays a key role in load transfer across the limb-prosthesis interface. The tissue changes following amputation have relevance in the clinical understanding of prosthetic socket design variables and soft tissue damage risk in this vulnerable group.
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Affiliation(s)
- J L Bramley
- School of Engineering, Faculty of Engineering and Physical Sciences, University of Southampton, Mailpoint M7, University Road, Southampton, SO17 1BJ, UK
| | - P R Worsley
- School of Health Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK
| | - D L Bader
- School of Health Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK
| | - C Everitt
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - A Darekar
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - L King
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - A S Dickinson
- School of Engineering, Faculty of Engineering and Physical Sciences, University of Southampton, Mailpoint M7, University Road, Southampton, SO17 1BJ, UK.
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Tissue matters: In-vivo tissue properties of persons with spinal cord injuries to inform clinical models for pressure ulcer prevention. J Biomech 2021; 120:110389. [PMID: 33780812 DOI: 10.1016/j.jbiomech.2021.110389] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 03/09/2021] [Accepted: 03/13/2021] [Indexed: 01/01/2023]
Abstract
The prevalence of pressure ulcers in patients with spinal cord injuries has been estimated to be between 30% and 47%. Individuals with spinal cord injuries sit for a majority of the time, increasing the risk of developing pressure ulcers in the buttocks and thighs due to large internal stresses. Human body models have been developed to study the formation of pressure ulcers, yet a persistent limitation in these models has been the material properties used to represent the soft tissues in the buttocks and thighs. Specifically, soft tissue material property data have not included wheelchair users, such as those with spinal cord injuries. The goals of this research were 1) to determine the in-vivo material properties of soft tissue in the thighs and buttocks of individuals with spinal cord injuries and 2) compare these to properties obtained from able-bodied people. Results indicated that the proximal and middle thigh regions of those who had a spinal cord injury were softer than the same regions as able-bodied individuals, while the distal thigh regions were stiffer. These findings are vital because they indicate that models developed using properties from able-bodied individuals will not produce internal stress or strain magnitudes that represent individuals who have a spinal cord injury. This information suggests that models should obtain material property data sets from their desired population. Human body models must represent the population being studied if they are to inform clinical assessments and make accurate patient predictions.
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Bogie KM, Schwartz K, Li Y, Wang S, Dai W, Sun J. Exploring adipogenic and myogenic circulatory biomarkers of recurrent pressure injury risk for persons with spinal cord injury. J Circ Biomark 2020; 9:1-7. [PMID: 33599626 PMCID: PMC7883629 DOI: 10.33393/jcb.2020.2121] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 08/18/2020] [Indexed: 11/24/2022] Open
Abstract
Purpose: To investigate linkages between circulatory adipogenic and myogenic biomarkers, gluteal intramuscular adipose tissue (IMAT), and pressure injury (PrI) history following spinal cord injury (SCI). Methods: This is an observational repeated-measures study of 30 individuals with SCI. Whole blood was collected regularly over 2-3 years. Circulatory adipogenic and myogenic gene expression was determined. IMAT was defined as above/below 15% (IMATd) or percentage (IMAT%). PrI history was defined as recurrent PrI (RPrI) or PrI number (n PrI). Model development used R packages (version 3.5.1). Univariate analysis screened for discriminating genes for downstream multivariate and combined models of averaged and longitudinal data for binary (RPrI/IMATd) and finer scales (n PrI/IMAT%). Results: For adipogenesis, Krüppel-like factor 4 was the top RPrI predictor together with resistin and cyclin D1, and sirtuin 2 was the top IMAT predictor. For myogenesis, the top RPrI predictor was dysferlin 2B, and pyruvate dehydrogenase kinase-4 was the top IMAT predictor together with dystrophin. Conclusion: Circulatory adipogenic and myogenic biomarkers have statistically significant relationships with PrI history and IMAT for persons with SCI. Biomarkers of interest may act synergistically or additively. Variable importance rankings can reveal nonlinear correlations among the predictors. Biomarkers of interest may act synergistically or additively, thus multiple genes may need to be included for prediction with finer distinction.
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Affiliation(s)
- Kath M. Bogie
- Case Western Reserve University, Departments of Orthopaedics and Biomedical Engineering, Cleveland, Ohio - USA
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Research Service, Cleveland, Ohio - USA
| | - Katelyn Schwartz
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Research Service, Cleveland, Ohio - USA
| | - Youjin Li
- Case Western Reserve University, Department of Population & Quantitative Health Sciences, Cleveland, Ohio - USA
| | - Shengxuan Wang
- Case Western Reserve University, Department of Population & Quantitative Health Sciences, Cleveland, Ohio - USA
| | - Wei Dai
- Case Western Reserve University, Department of Population & Quantitative Health Sciences, Cleveland, Ohio - USA
| | - Jiayang Sun
- Department of Statistics, George Mason University, Fairfax, Virginia - USA
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Schwartz K, Henzel MK, Ann Richmond M, Zindle JK, Seton JM, Lemmer DP, Alvarado N, Bogie KM. Biomarkers for recurrent pressure injury risk in persons with spinal cord injury. J Spinal Cord Med 2020; 43:696-703. [PMID: 31490098 PMCID: PMC7534297 DOI: 10.1080/10790268.2019.1645406] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Objective: To investigate potential linkages between pressure injury (PrI) recurrence following spinal cord injury (SCI) and muscle-based and circulatory biomarkers, specifically fatty metabolites and inflammatory cytokines. Design: Observational study. Setting: Tertiary Care Center. Participants: 30 individuals with complete or incomplete SCI. Study participants either had never developed a PrI (Group I) or had a history of recurrent PrI (Group II). Interventions: Not applicable. Outcome Measures: Gluteal muscle histology, immunohistochemistry, muscle-based and circulatory fatty metabolites and inflammatory cytokines. Results: Gluteal intramuscular adipose tissue (IMAT) was greater than 15% in most Group II (83%) individuals. Muscle tissue histology confirmed intramuscular structural differences. Fatty acid binding protein 4 (FABP4) and fatty acid binding protein 3 (FABP3) were reliably detected in muscle and blood and significantly correlated with IMAT (P < 0.001). FABP4 was significantly higher in Group II muscle and blood (P < 0.05). FABP3 was significantly higher in Group I muscle (P < 0.05). Circulatory FABP3 levels were lower for Group I. Inflammatory biomarkers were more reliably detected in blood. Colony-Stimulating Factor-1 was slightly higher in Group II muscle. Circulatory interleukin-13 was significantly higher (P < 0.01) in Group I. Vascular endothelial growth factor (VEGF-A) was significantly increased (P < 0.05) in Group I muscle and blood. Conclusion: Identifying individuals with SCI at highest risk for recurrent PrI may impact patient management. IMAT content evaluation illustrates that muscle quality is a key biomarker. Low circulatory inflammatory biomarker expression potentially limits clinical significance for between group differences. Circulatory levels of FABP4 hold great potential as a recurrent PrI risk biomarker.
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Affiliation(s)
- Katie Schwartz
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - M. Kristi Henzel
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA,Department of Physical Medicine and Rehabilitation, Case Western Reserve University, Cleveland, Ohio, USA
| | - Mary Ann Richmond
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA,Department of Physical Medicine and Rehabilitation, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jennifer K. Zindle
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - Jacinta M. Seton
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - David P. Lemmer
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - Nannette Alvarado
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - Kath M. Bogie
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA,Departments of Orthopaedics & Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA,Correspondence to: Kath M. Bogie Departments of Orthopaedics & Biomedical Engineering, Case Western Reserve University, 2109 Adelbert Rd, Cleveland, OH, USA; Ph: (216) 368-5270.
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Sonenblum SE, Seol D, Sprigle SH, Cathcart JM. Seated buttocks anatomy and its impact on biomechanical risk. J Tissue Viability 2020; 29:69-75. [PMID: 32008891 DOI: 10.1016/j.jtv.2020.01.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 01/13/2020] [Accepted: 01/20/2020] [Indexed: 11/28/2022]
Abstract
AIM The objective of this study was to describe the amount, types, and shapes of tissue present in the buttocks during sitting (i.e., seated buttocks soft tissue anatomy), and the impact of seated buttocks soft tissue anatomy on biomechanical risk. MATERIALS AND METHODS The buttocks of 35 people, including 29 full-time wheelchair users with and without a history of pelvic pressure ulcers were scanned sitting upright on 3" of flat HR45 foam in a FONAR Upright MRI. Multi-planar scans were analyzed to calculate bulk tissue thickness, tissue composition, gluteus maximus coverage at the ischium, the contour of the skin, and pelvic tilt. RESULTS Bulk tissue thickness varied from 5.6 to 32.1 mm, was composed mostly of adipose tissue, and was greatest in the able-bodied cohort. Skin contours varied significantly across status group, with wheelchair users with a history of pressure ulcers having tissue with a peaked contour with a radius of curvature of 65.9 mm that wrapped more closely to the ischium (thickness at the apex = 8.2 mm) as compared to wheelchair users with no pressure ulcer history (radius of curvature = 91.5 mm and apex thickness = 14.5 mm). Finally, the majority of participants presented with little to no gluteus coverage over their ischial tuberosity, regardless of status group. CONCLUSIONS This study provides quantitative evidence that Biomechanical Risk, or the intrinsic characteristic of an individual's soft tissues to deform in response to extrinsic applied forces, is greater in individuals at greater risk for pressure ulcers.
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Affiliation(s)
- Sharon E Sonenblum
- Rehabilitation Engineering and Applied Research Laboratory, The George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, 801 Atlantic Dr. Office 026, Atlanta, Georgia.
| | - Davin Seol
- Rehabilitation Engineering and Applied Research Laboratory, The George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, 801 Atlantic Dr. Office 026, Atlanta, Georgia.
| | - Stephen H Sprigle
- Rehabilitation Engineering and Applied Research Laboratory, College of Design and The George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, 801 Atlantic Dr., Lab 027, Atlanta, Georgia.
| | - John McKay Cathcart
- Lecturer in Diagnostic Radiography, Room 17J10, School of Health Sciences Ulster University, Shore Road, Jordanstown, Newtownabbey, Antrim, Ireland.
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A secondary analysis of testosterone and electrically evoked resistance training versus testosterone only (TEREX-SCI) on untrained muscles after spinal cord injury: a pilot randomized clinical trial. Spinal Cord 2019; 58:298-308. [PMID: 31641203 PMCID: PMC7065941 DOI: 10.1038/s41393-019-0364-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 09/10/2019] [Accepted: 09/30/2019] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN Secondary analysis of a clinical trial. OBJECTIVES To perform a secondary analysis on the effects of neuromuscular electrical stimulation resistance training (RT) combined with testosterone replacement therapy (TRT) compared with TRT on the untrained muscles after spinal cord injury (SCI). SETTING Medical research center. METHODS Twenty-two men with chronic motor complete SCI were randomized into TRT + RT group (n = 11) or TRT group (n = 11). Both groups received 16 weeks of TRT (2-6 mg/day) via testosterone patches. The TRT + RT group received twice weekly progressive RT of the knee extensor muscles using electrical stimulation and ankle weights. Magnetic resonance images were captured to measure cross-sectional areas (CSAs) of trunk, glutei, and leg muscles. RESULTS Total and absolute gluteus maximus m. (14%, P = 0.003 and 16%, P = 0.001), gluteus medius m. (10%; P = 0.008 and 14%; P = 0.02), and total glutei m. (8%, P = 0.01 and 11%, P = 0.005) CSAs increased overtime for the TRT + RT group. Mean between-group differences of 2.86 (95% CI: 0.30, 5.4), 1.89 (95% CI: 0.23, 3.58) and 5.27 (95% CI: 0.90, 9.69) cm2 were noted for absolute gluteus maximus, total gluteus medius and total glutei CSAs, respectively (P < 0.05). Trunk muscle CSAs showed a trend towards an interaction between groups. CONCLUSIONS RT combined with low-dose TRT results in significant hypertrophy compared with TRT only on the adjacent untrained glutei muscles. Trunk muscles may require direct stimulation to evoke hypertrophy. These exploratory findings may be of clinical relevance in the reduction of incidence and severity of pelvic pressure injuries.
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Gabison S, Mathur S, Nussbaum EL, Popovic MR, Verrier MC. The relationship between pressure offloading and ischial tissue health in individuals with spinal cord injury: An exploratory study. J Spinal Cord Med 2019; 42:186-195. [PMID: 31573438 PMCID: PMC6781203 DOI: 10.1080/10790268.2019.1645404] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Objectives: To compare thickness and texture measures of tissue overlying the ischial region in able-bodied (AB) individuals vs. individuals with spinal cord injury (SCI) and to determine if there is a relationship between pressure offloading of the ischial tuberosities (IT) and tissue health in individuals with SCI. Design: Exploratory cross-sectional study. Setting: University setting and rehabilitation hospital. Outcome Measures: Thickness and texture measurements from ultrasound images of tissues overlying the IT were obtained from AB individuals (n = 10) and individuals with complete or incomplete traumatic and non-traumatic SCI American Spinal Injury Association Impairment Scale (AIS) classification A-D (n = 15). Pressure offloading was measured in individuals with SCI and correlated with tissue health measurements. Results: The area overlying the IT occupied by the muscle was significantly greater in the SCI when compared with AB cohort. The area occupied by the muscle in individuals with SCI appeared to lose the striated appearance and was more echogenic than nearby skin and subcutaneous tissue (ST). There was no correlation between offloading times and thickness, echogenicity and contrast measurements of skin, ST and muscle in individuals with SCI. Conclusion: Changes in soft tissues overlying the ischial tuberosity occur following SCI corresponding to the loss of striated appearance of muscle and increased thickness of the area occupied by the muscle. Further studies using a larger sample size are recommended to establish if thickness and tissue texture differ between individuals with SCI who sustain pressure injuries vs. those who do not.
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Affiliation(s)
- Sharon Gabison
- SCI Mobility Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada,Rehabilitation Engineering Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Institute of Medical Science Faculty of Medicine University of Toronto, Toronto, Ontario, Canada,Correspondence to: Sharon Gabison, SCI Mobility Laboratory, Toronto Rehabilitation Institute-University Health Network, 520 Sutherland Drive, Toronto, Ontario M4G 3V9, Canada; Ph: 647-892-4418.
| | - Sunita Mathur
- Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ethne L. Nussbaum
- Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada,MClSc Program in Field of Wound Healing, Western University, London, Ontario, Canada
| | - Milos R. Popovic
- Rehabilitation Engineering Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Institute of Medical Science Faculty of Medicine University of Toronto, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Mary C. Verrier
- SCI Mobility Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada,Rehabilitation Engineering Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Institute of Medical Science Faculty of Medicine University of Toronto, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
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9
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What Lies Beneath: Why Some Pressure Injuries May Be Unpreventable for Individuals With Spinal Cord Injury. Arch Phys Med Rehabil 2019; 100:1042-1049. [DOI: 10.1016/j.apmr.2018.11.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 09/05/2018] [Accepted: 11/09/2018] [Indexed: 11/22/2022]
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10
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Gabison S, Mathur S, Verrier MC, Nussbaum E, Popovic MR, Gagnon DH. Quantitative ultrasound imaging over the ischial tuberosity: An exploratory study to inform tissue health. J Tissue Viability 2018; 27:173-180. [PMID: 29886122 DOI: 10.1016/j.jtv.2018.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Revised: 04/01/2018] [Accepted: 04/27/2018] [Indexed: 10/17/2022]
Abstract
BACKGROUND Characterization of ischial tissue health using a standardized diagnostic ultrasound protocol capturing thickness and gray scale analysis has not been established. OBJECTIVES This study evaluates inter-participant and inter-trial reliability of thickness and gray scale analysis of ultrasound images of tissues overlying the ischial tuberosity. It provides recommendations for the number of images required to minimize the standard error of measurement (SEM) and determines the number of images required for thickness, gray scale and contrast values that exceed an a-priori minimal detectable change (MDC) for repeated tissue assessment. METHODS Brightness mode ultrasound images using a 12 MHz linear probe were collected on the dominant limb in the side lying position for ten healthy participants and partitioned into three regions of interest: skin, subcutaneous tissue and muscle. Thickness and gray scale measures of skin, muscle and subcutaneous tissue were calculated using a customized MATLAB program. Contrast of each region of interest was calculated using the Gray Scale Level Co-Occurrence Matrix. Generalizability theory was used to quantify indices of dependability and corresponding SEMs and MDCs with 90% Confidence Intervals. RESULTS Participants accounted for most of the total variance (75.56% to 94.78%). Coefficient of dependability (ϕ) for thickness, grey scale and contrast measures was greater than 0.80 when more than two images were averaged. In order to detect a MDC of 21% in thickness and echogenicity measures, at least three images are required, while at least 5 images are required for a MDC of 25% for contrast measures. CONCLUSIONS Obtaining reliable thickness, echogenicity and contrast measures of tissue overlying the ischial tuberosity can be achieved from two ultrasound images by a single therapist on an individual participant however three and five images are required to use a MDC of 21% for thickness measures and MDC of 25% for contrast measures respectively.
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Affiliation(s)
- Sharon Gabison
- Department of Physical Therapy, University of Toronto, 500 University Avenue, Toronto, Ontario, M5G 1V7, Canada; SCI Mobility Lab, Lyndhurst Centre, Toronto Rehab-University Health Network, 520 Sutherland Drive, Room 236, Toronto, Ontario, M4G 3V9, Canada.
| | - Sunita Mathur
- Department of Physical Therapy, University of Toronto, 500 University Avenue, Toronto, Ontario, M5G 1V7, Canada
| | - Mary C Verrier
- Department of Physical Therapy, University of Toronto, 500 University Avenue, Toronto, Ontario, M5G 1V7, Canada; SCI Mobility Lab, Lyndhurst Centre, Toronto Rehab-University Health Network, 520 Sutherland Drive, Room 236, Toronto, Ontario, M4G 3V9, Canada
| | - Ethne Nussbaum
- MCISc Program in Field of Wound Healing, Western University, School of Physical Therapy, Elborn College, London, Ontario, M8G 1H1, Canada
| | - Milos R Popovic
- Rehabilitation Engineering Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute - University Health Network, 520 Sutherland Drive, Room 236, Toronto, Ontario, M4G 3V9, Canada; Institute of Biomaterials and Biomedical Engineering, University of Toronto, Rosebrugh Bldg, 164 Room 407, Toronto, Ontario, M5S 3G9, Canada
| | - Dany H Gagnon
- School of Rehabilitation, Université de Montréal, C.P. 6128, Succursale Centre-ville, Montreal, Quebec, H3C 3J7, Canada
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11
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An MRI investigation of the effects of user anatomy and wheelchair cushion type on tissue deformation. J Tissue Viability 2018; 27:42-53. [DOI: 10.1016/j.jtv.2017.04.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Revised: 04/03/2017] [Accepted: 04/10/2017] [Indexed: 11/18/2022]
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12
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Moerman KM, van Vijven M, Solis LR, van Haaften EE, Loenen ACY, Mushahwar VK, Oomens CWJ. On the importance of 3D, geometrically accurate, and subject-specific finite element analysis for evaluation of in-vivo soft tissue loads. Comput Methods Biomech Biomed Engin 2016; 20:483-491. [PMID: 27800698 DOI: 10.1080/10255842.2016.1250259] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Pressure ulcers are a type of local soft tissue injury due to sustained mechanical loading and remain a common issue in patient care. People with spinal cord injury (SCI) are especially at risk of pressure ulcers due to impaired mobility and sensory perception. The development of load improving support structures relies on realistic tissue load evaluation e.g. using finite element analysis (FEA). FEA requires realistic subject-specific mechanical properties and geometries. This study focuses on the effect of geometry. MRI is used for the creation of geometrically accurate models of the human buttock for three able-bodied volunteers and three volunteers with SCI. The effect of geometry on observed internal tissue deformations for each subject is studied by comparing FEA findings for equivalent loading conditions. The large variations found between subjects confirms the importance of subject-specific FEA.
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Affiliation(s)
- Kevin M Moerman
- a Media-Lab. , Centre for Extreme Bionics, Massachusetts Institute of Technology , Cambridge , MA , USA.,b Trinity Centre for Bioengineering , University of Dublin, Trinity College , Dublin , Ireland
| | - Marc van Vijven
- c Department of Biomedical Engineering , Eindhoven University of Technology , Eindhoven , The Netherlands
| | - Leandro R Solis
- d Faculty of Medicine and Dentistry , University of Alberta , Edmonton , Canada
| | - Eline E van Haaften
- c Department of Biomedical Engineering , Eindhoven University of Technology , Eindhoven , The Netherlands
| | - Arjan C Y Loenen
- c Department of Biomedical Engineering , Eindhoven University of Technology , Eindhoven , The Netherlands
| | - Vivian K Mushahwar
- d Faculty of Medicine and Dentistry , University of Alberta , Edmonton , Canada
| | - Cees W J Oomens
- c Department of Biomedical Engineering , Eindhoven University of Technology , Eindhoven , The Netherlands
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13
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Akins JS, Vallely JJ, Karg PE, Kopplin K, Gefen A, Poojary-Mazzotta P, Brienza DM. Feasibility of freehand ultrasound to measure anatomical features associated with deep tissue injury risk. Med Eng Phys 2016; 38:839-44. [DOI: 10.1016/j.medengphy.2016.04.026] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 03/01/2016] [Accepted: 04/28/2016] [Indexed: 11/28/2022]
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Sonenblum SE, Sprigle SH, Martin JS. Everyday sitting behavior of full-time wheelchair users. ACTA ACUST UNITED AC 2016; 53:585-598. [DOI: 10.1682/jrrd.2015.07.0130] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Revised: 10/02/2015] [Indexed: 11/05/2022]
Affiliation(s)
- Sharon E. Sonenblum
- Rehabilitation Engineering and Applied Research Laboratory, Georgia Institute of Technology, Atlanta, GA
| | - Stephen H. Sprigle
- Rehabilitation Engineering and Applied Research Laboratory, Georgia Institute of Technology, Atlanta, GA
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Prak RF, Doestzada M, Thomas CK, Tepper M, Zijdewind I. Reduced voluntary drive during sustained but not during brief maximal voluntary contractions in the first dorsal interosseous weakened by spinal cord injury. J Appl Physiol (1985) 2015; 119:1320-9. [PMID: 26404618 DOI: 10.1152/japplphysiol.00399.2015] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2015] [Accepted: 09/22/2015] [Indexed: 11/22/2022] Open
Abstract
In able-bodied (AB) individuals, voluntary muscle activation progressively declines during sustained contractions. However, few data are available on voluntary muscle activation during sustained contractions in muscles weakened by spinal cord injury (SCI), where greater force declines may limit task performance. SCI-related impairment of muscle activation complicates interpretation of the interpolated twitch technique commonly used to assess muscle activation. We attempted to estimate and correct for the SCI-related-superimposed twitch. Seventeen participants, both AB and with SCI (American Spinal Injury Association Impairment Scale C/D) produced brief and sustained (2-min) maximal voluntary contractions (MVCs) with the first dorsal interosseous. Force and electromyography were recorded together with superimposed (doublet) twitches. MVCs of participants with SCI were weaker than those of AB participants (20.3 N, SD 7.1 vs. 37.9 N, SD 9.5; P < 0.001); MVC-superimposed twitches were larger in participants with SCI (SCI median 10.1%, range 2.0-63.2%; AB median 4.7%, range 0.0-18.4% rest twitch; P = 0.007). No difference was found after correction for the SCI-related-superimposed twitch (median 6.7%, 0.0-17.5% rest twitch, P = 0.402). Thus during brief contractions, the maximal corticofugal output that participants with SCI could exert was similar to that of AB participants. During the sustained contraction, force decline (SCI, 58.0%, SD 15.1; AB, 57.2% SD 13.3) was similar (P = 0.887) because participants with SCI developed less peripheral (P = 0.048) but more central fatigue than AB participants. The largest change occurred at the start of the sustained contraction when the (corrected) superimposed twitches increased more in participants with SCI (SCI, 16.3% rest twitch, SD 20.8; AB, 2.7%, SD 4.7; P = 0.01). The greater reduction in muscle activation after SCI may relate to a reduced capacity to overcome fast fatigue-related excitability changes at the spinal level.
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Affiliation(s)
- Roeland F Prak
- Department of Neuroscience, University Medical Center Groningen, University of Groningen, The Netherlands
| | - Marwah Doestzada
- Department of Neuroscience, University Medical Center Groningen, University of Groningen, The Netherlands
| | - Christine K Thomas
- The Miami Project to Cure Paralysis, Departments of Neurological Surgery, Physiology and Biophysics, University of Miami Miller School of Medicine, Miami, Florida; and
| | - Marga Tepper
- Department of Rehabilitation Medicine, University Medical Center Groningen, Groningen, The Netherlands
| | - Inge Zijdewind
- Department of Neuroscience, University Medical Center Groningen, University of Groningen, The Netherlands;
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Contoured Foam Cushions Cannot Provide Long-term Protection Against Pressure-Ulcers for Individuals with a Spinal Cord Injury. Adv Skin Wound Care 2015; 28:303-16. [DOI: 10.1097/01.asw.0000465300.99194.27] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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17
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3D anatomy and deformation of the seated buttocks. J Tissue Viability 2015; 24:51-61. [DOI: 10.1016/j.jtv.2015.03.003] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Revised: 03/12/2015] [Accepted: 03/23/2015] [Indexed: 11/23/2022]
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Wong AKO, Hummel K, Moore C, Beattie KA, Shaker S, Craven BC, Adachi JD, Papaioannou A, Giangregorio L. Improving reliability of pQCT-derived muscle area and density measures using a watershed algorithm for muscle and fat segmentation. J Clin Densitom 2015; 18:93-101. [PMID: 24996252 PMCID: PMC5094887 DOI: 10.1016/j.jocd.2014.04.124] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Revised: 04/21/2014] [Accepted: 04/24/2014] [Indexed: 10/25/2022]
Abstract
In peripheral quantitative computed tomography scans of the calf muscles, segmentation of muscles from subcutaneous fat is challenged by muscle fat infiltration. Threshold-based edge detection segmentation by manufacturer software fails when muscle boundaries are not smooth. This study compared the test-retest precision error for muscle-fat segmentation using the threshold-based edge detection method vs manual segmentation guided by the watershed algorithm. Three clinical populations were investigated: younger adults, older adults, and adults with spinal cord injury (SCI). The watershed segmentation method yielded lower precision error (1.18%-2.01%) and higher (p<0.001) muscle density values (70.2±9.2 mg/cm3) compared with threshold-based edge detection segmentation (1.77%-4.06% error, 67.4±10.3 mg/cm3). This was particularly true for adults with SCI (precision error improved by 1.56% and 2.64% for muscle area and density, respectively). However, both methods still provided acceptable precision with error well under 5%. Bland-Altman analyses showed that the major discrepancies between the segmentation methods were found mostly among participants with SCI where more muscle fat infiltration was present. When examining a population where fatty infiltration into muscle is expected, the watershed algorithm is recommended for muscle density and area measurement to enable the detection of smaller change effect sizes.
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Affiliation(s)
- Andy Kin On Wong
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada.
| | - Kayla Hummel
- Department of Kinesiology, University of Waterloo, Waterloo, Ontario, Canada
| | - Cameron Moore
- Department of Kinesiology, University of Waterloo, Waterloo, Ontario, Canada
| | - Karen A Beattie
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Sami Shaker
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - B Catharine Craven
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Jonathan D Adachi
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Lora Giangregorio
- Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
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Ryan JM, Crowley VE, Hensey O, McGahey A, Gormley J. Waist circumference provides an indication of numerous cardiometabolic risk factors in adults with cerebral palsy. Arch Phys Med Rehabil 2014; 95:1540-6. [PMID: 24742941 DOI: 10.1016/j.apmr.2014.03.029] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2014] [Revised: 03/24/2014] [Accepted: 03/27/2014] [Indexed: 12/15/2022]
Abstract
OBJECTIVE To report the prevalence of cardiometabolic risk factors in a cohort of adults with cerebral palsy (CP) and to investigate the ability of anthropometric measures to predict these factors. DESIGN Cross-sectional study. SETTING Testing took place in a laboratory setting. PARTICIPANTS Adults with CP (N=55; mean age, 37.5±13.3 y; Gross Motor Function Classification System levels, I-V) participated in this study. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES Total cholesterol, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, triglycerides, glucose, insulin, and C-reactive protein levels were measured from a fasting venous blood sample. Insulin resistance was calculated using the Homeostasis Model Assessment (HOMA-IR) index. Blood pressure, body mass index (BMI), waist circumference (WC), waist-hip ratio, and waist-height ratio were also measured. The metabolic syndrome (MetS) was defined according to the 2009 Joint Interim Statement. RESULTS The prevalence of the MetS was 20.5% in ambulatory adults and 28.6% in nonambulatory adults. BMI was associated with HOMA-IR only (β=.451; P<.01). WC was associated with HOMA-IR (β=.480; P<.01), triglycerides (β=.450; P<.01), and systolic blood pressure (β=.352; P<.05). Receiver operating characteristic curve analysis revealed that WC provided the best indication of hypertensive blood pressure, dyslipidemia, HOMA-IR, and the presence of multiple risk factors (area under the curve, .713-.763). CONCLUSIONS A high prevalence of the MetS was observed in this relatively young sample of adults with CP. WC was a better indicator of a number of risk factors than was BMI and presents as a clinically useful method of screening for cardiometabolic risk among adults with CP.
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Affiliation(s)
| | - Vivion E Crowley
- Department of Biochemistry, St James's Hospital, Dublin, Ireland
| | - Owen Hensey
- Central Remedial Clinic, Clontarf, Dublin, Ireland
| | | | - John Gormley
- School of Medicine, Trinity College Dublin, Ireland
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