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Xu L, Ng JKC, Chan GCK, Fung WWS, Chow KM, Szeto CC. Comparing bioimpedance spectrometry and traditional creatinine kinetics methods for the assessment of muscle mass in peritoneal dialysis patients. Clin Kidney J 2024; 17:sfae315. [PMID: 39502368 PMCID: PMC11536771 DOI: 10.1093/ckj/sfae315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Indexed: 11/08/2024] Open
Abstract
Background Sarcopenia is a common and serious problem in patients receiving peritoneal dialysis (PD). Lean tissue mass (LTM) by bioimpedance spectrometry is a reasonably accurate method for measuring muscle mass. Fat-free edema-free body mass (FEBM) as determined by the creatinine kinetics method is a traditional method but evidence to support its use is limited. Methods We studied 198 new PD patients. Their serial LTM and FEBM were reviewed and compared by the Bland and Altman method. Multi-variable regression model was used to determine factors associated with the disparity between the two methods. Results There was a significant but moderate correlation between LTM and FEBM (r = 0.309, P < .0001). LTM was consistently higher than FEBM, with an average difference 13.98 kg (95% confidence interval -5.90 to 33.86 kg), and the difference strongly correlated with LTM (r = 0.781, P < .0001). By multivariable linear regression analysis, LTM and residual renal function were independent predictors of the LTM-FEBM difference. Where the measurements were repeated in 12 months, there was no significant correlation between ∆LTM and ∆FEBM (r = -0.031, P = .799). Conclusion There is a significant difference between LTM and FFBM. This discrepancy correlated with LTM and residual renal function, highlighting the limitations of FFBM in assessing skeletal muscle mass.
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Affiliation(s)
- Lixing Xu
- Carol & Richard Yu Peritoneal Dialysis Research Centre, Department of Medicine & Therapeutics, Prince of Wales Hospital, Shatin, Hong Kong SAR
- Li Ka Shing Institute of Health Sciences (LiHS), Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong, China
| | - Jack Kit-Chung Ng
- Carol & Richard Yu Peritoneal Dialysis Research Centre, Department of Medicine & Therapeutics, Prince of Wales Hospital, Shatin, Hong Kong SAR
- Li Ka Shing Institute of Health Sciences (LiHS), Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong, China
| | - Gordon Chun-Kau Chan
- Carol & Richard Yu Peritoneal Dialysis Research Centre, Department of Medicine & Therapeutics, Prince of Wales Hospital, Shatin, Hong Kong SAR
| | - Winston Wing-Shing Fung
- Carol & Richard Yu Peritoneal Dialysis Research Centre, Department of Medicine & Therapeutics, Prince of Wales Hospital, Shatin, Hong Kong SAR
| | - Kai-Ming Chow
- Carol & Richard Yu Peritoneal Dialysis Research Centre, Department of Medicine & Therapeutics, Prince of Wales Hospital, Shatin, Hong Kong SAR
| | - Cheuk-Chun Szeto
- Carol & Richard Yu Peritoneal Dialysis Research Centre, Department of Medicine & Therapeutics, Prince of Wales Hospital, Shatin, Hong Kong SAR
- Li Ka Shing Institute of Health Sciences (LiHS), Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong, China
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Nevin AN, Atresh SS, Vivanti A, Ward LC, Hickman IJ. Resting energy expenditure during spinal cord injury rehabilitation and utility of fat-free mass-based energy prediction equations: a pilot study. Spinal Cord Ser Cases 2024; 10:70. [PMID: 39358343 PMCID: PMC11447238 DOI: 10.1038/s41394-024-00682-x] [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] [Received: 04/21/2024] [Revised: 09/17/2024] [Accepted: 09/20/2024] [Indexed: 10/04/2024] Open
Abstract
STUDY DESIGN Longitudinal observational study. Measurements were undertaken between weeks 4-6 post-spinal cord injury (SCI), repeated at week 8 and every 4 weeks thereafter until week 20 or rehabilitation discharge, whichever occurred first. OBJECTIVES Observe variation in measured resting energy expenditure (REE) and body composition in males undergoing SCI rehabilitation, compare REE with SCI-specific prediction equations incorporating fat-free mass (FFM), and explore the prevalence of clinical factors that may influence individual REE. SETTING Spinal Injuries Unit, Brisbane, Queensland, Australia. METHODS Indirect calorimetry was used to measure REE and bioimpedance spectroscopy to assess body composition. Four SCI-specific FFM-based REE and basal metabolic rate (BMR) prediction equations were compared to measured REE. A clinically significant change in REE was defined as +/- 10% difference from the week 4-6 measurement. Clinical factors that may affect REE variations were collected including infection, pressure injuries, autonomic dysreflexia, spasticity, and medications. RESULTS Fifteen people participated (mean age 35 ± 13 years, 67% paraplegic). There was no statistically significant change in mean REE, weight, or body composition, and the Chun and Nightingale BMR prediction equations performed best (rc > 0.8 at all time points). One-third of participants had >10% change in REE on 11 occasions, with clinical factors not consistently associated with the observed changes. CONCLUSION During SCI rehabilitation, mean REE, weight, and body composition remain unchanged, and FFM-based BMR prediction equations may be an acceptable alternative to indirect calorimetry. Future research designs should avoid single indirect calorimetry measures as snapshot data may not represent typical REE in this population.
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Affiliation(s)
- Amy N Nevin
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Brisbane, QLD, Australia.
- The Hopkins Centre, School of Health Sciences and Social Work, Griffith University, Brisbane, QLD, Australia.
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia.
| | - Sridhar S Atresh
- The Hopkins Centre, School of Health Sciences and Social Work, Griffith University, Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- Spinal Injuries Unit, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Angela Vivanti
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Brisbane, QLD, Australia
- School of Human Movement and Nutrition Sciences, University of Queensland, Brisbane, QLD, Australia
| | - Leigh C Ward
- School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, QLD, Australia
| | - Ingrid J Hickman
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Brisbane, QLD, Australia
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
- ULTRA Team, University of Queensland Clinical Trial Capability, Brisbane, QLD, Australia
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3
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Desneves KJ, Kiss N, Daly RM, Abbott G, Ward LC. Longitudinal changes in body composition and diet after acute spinal cord injury. Nutrition 2024; 120:112345. [PMID: 38301395 DOI: 10.1016/j.nut.2023.112345] [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] [Received: 07/29/2023] [Revised: 12/19/2023] [Accepted: 12/26/2023] [Indexed: 02/03/2024]
Abstract
OBJECTIVE Spinal cord injury (SCI) is associated with low muscle mass and adiposity, however, to our knowledge, few studies have monitored the trajectory of changes over time. This study aimed to evaluate the timing, rate, magnitude, and site-specific changes in body composition and related changes in diet after SCI. METHODS We assessed 39 patients with SCI. The analysis included five women. Of the participants, 51% had American Spinal Injury Association Impairment Scale (AIS) criteria A/B (motor complete) injuries, 18% had AIS C (sensory/motor incomplete) injuries, and 31% had AIS D (motor incomplete) injuries. The mean age of the patients was 43.2 y. They were 48.1 d post-injury and had their weight, diet, and body composition (bioimpedance spectroscopy) assessed every 2 wk. RESULTS No significant linear changes were observed for any body composition measure. Total body fat mass (FM) changed 0.01 kg/2 wk when fitted to a quadratic model (P = 0.004), decreasing to week 15 and returning to baseline at week 28. Subgroup analysis revealed that arm lean tissue mass (LTM) increased in paraplegic versus tetraplegic participants (0.05 versus -0.01 kg/2 wk, P = 0.007). Participants with AIS A/B injuries lost FM (-0.17 kg; P = 0.010), whereas those with AIS C injuries gained appendicular LTM (ALTM; 0.15 kg; P = 0.017) and leg LTM (0.12 kg; P = 0.008) every 2 wk. Body composition remained stable in the AIS D group. Mean fortnightly changes were greater in the AIS A/B group than the C group for weight (mean difference -0.30 kg; P = 0.021), FM (-0.25 kg; P = 0.002), and leg LTM (-0.11 kg; P = 0.021) and AIS A/B versus D for FM (-0.42 kg; P = 0.013). Baseline energy and protein intakes were 2150 kcal (±741) and 102 g (±40) and decreased by 21.5 kcal (P = 0.016) and 1.3 g (P = 0.004) every 2 wk but were not associated with body composition changes. CONCLUSIONS Neurologic level and severity of SCI, but not changes in diet, were the main determinants of heterogeneous body composition changes.
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Affiliation(s)
- Katherine J Desneves
- Department of Nutrition and Dietetics, Division of Allied Health, Austin Health, Heidelberg, Victoria, Australia; Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, Australia.
| | - Nicole Kiss
- Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, Australia; Allied Health Research, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Robin M Daly
- Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, Australia
| | - Gavin Abbott
- Institute for Physical Activity and Nutrition (IPAN), Deakin University, Geelong, Australia
| | - Leigh C Ward
- School of Chemistry and Molecular Biosciences, The University of Queensland, St Lucia, QLD, Australia
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4
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Nevin AN, Urquhart S, Atresh SS, Geraghty TJ, Walter E, Ryan EG, Vivanti A, Ward LC, Hickman IJ. A longitudinal analysis of resting energy expenditure and body composition in people with spinal cord injury undergoing surgical repair of pressure injuries: a pilot study. Eur J Clin Nutr 2023; 77:386-392. [PMID: 36477671 DOI: 10.1038/s41430-022-01248-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND Data informing energy needs of people with spinal cord injury (SCI) and pressure injuries are scarce, the impact of surgical repair unknown, and the role of body composition in healing unexplored. The study aims were to investigate resting energy expenditure (REE) over the course of pressure injury surgical repair, compare with available energy prediction equations, and explore associations between body composition and wound healing. METHODS Indirect calorimetry measured REE pre-surgery, post-surgery, at suture removal and hospital discharge. A clinically significant change was defined as +/-10% difference from pre-surgery. Eight SCI-specific energy prediction equations were compared to pre-surgery REE. Wound breakdown (Yes/No), weight, waist circumference (WC), and body composition (fat mass [FM], fat-free mass [FFM], bioimpedance spectroscopy) were measured. RESULTS Twenty people underwent pressure injury surgical repair (95% male, mean age 56 ± 12 years, 70% paraplegia). Between pre-surgery and discharge, mean REE increased (+118 kcal/d, p = 0.005), but with <10% change at any timepoint. An energy prediction equation incorporating FFM showed greatest agreement (rc = 0.779, 95% CI: 0.437, 0.924). Those with wound breakdown (65%) had a higher weight (12.7 kg, 95% CI: -4.0, 29.3), WC (17.8 cm, 95% CI: -5.1, 40.7), and FM % (36.0% [IQR 31.8, 40.2] vs 26.0% [IQR 15.6, 41.3]) than those without wound breakdown, although statistical significance was not reached. CONCLUSION The presence of pressure injuries and subsequent surgical repair did not impact REE and energy prediction equations incorporating FFM performed best. While not statistically significant, clinically important differences in body composition were observed in those with wound breakdown.
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Affiliation(s)
- Amy N Nevin
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Brisbane, QLD, Australia. .,The Hopkins Centre - Research for Rehabilitation and Resilience, Metro South Health and Griffith University, Brisbane, QLD, Australia. .,Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia.
| | - Susan Urquhart
- Spinal Injuries Unit, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Sridhar S Atresh
- The Hopkins Centre - Research for Rehabilitation and Resilience, Metro South Health and Griffith University, Brisbane, QLD, Australia.,Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia.,Spinal Injuries Unit, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Timothy J Geraghty
- The Hopkins Centre - Research for Rehabilitation and Resilience, Metro South Health and Griffith University, Brisbane, QLD, Australia.,Spinal Injuries Unit, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Elizabeth Walter
- Spinal Injuries Unit, Princess Alexandra Hospital, Brisbane, QLD, Australia
| | - Elizabeth G Ryan
- Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia.,QCIF Facility for Advanced Bioinformatics, Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia
| | - Angela Vivanti
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Brisbane, QLD, Australia.,School of Human Movement and Nutrition Sciences, University of Queensland, Brisbane, QLD, Australia
| | - Leigh C Ward
- School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, QLD, Australia
| | - Ingrid J Hickman
- Department of Nutrition and Dietetics, Princess Alexandra Hospital, Brisbane, QLD, Australia.,Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia
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Recent Updates in Nutrition After Spinal Cord Injury: 2015 Through 2021. CURRENT PHYSICAL MEDICINE AND REHABILITATION REPORTS 2022. [DOI: 10.1007/s40141-022-00367-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Bauermann A, Costa e Silva ADA, Figueiredo F, Koury JC. Bioelectrical impedance vector analysis and body composition in cervical spinal cord injury: A pilot study. Front Nutr 2022; 9:935128. [PMID: 35978958 PMCID: PMC9376375 DOI: 10.3389/fnut.2022.935128] [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: 05/03/2022] [Accepted: 07/11/2022] [Indexed: 12/01/2022] Open
Abstract
Introduction Body composition assessment in cervical spinal cord injury (c-SCI) individuals is important to monitor the fat free-mass (FFM) loss, due to immobilization, or gain, due to exercise practice. Single frequency bioelectrical impedance analysis (SF-BIA) is low in cost, simple and easy. Objectives The aims of this study are: to evaluate the concordance between the FFM values obtained using dual X-ray absorptiometry (DXA) and the three SF-BIA previous predictive equations; and to test the applicability of the bioelectrical impedance vector analysis (BIVA). Methods Twenty-three c-SCI males were divided into two groups: Physically active (PA; n = 13; at least 150 min/week) and non-active individuals (NPA) and were assessed by DXA and SF-BIA simultaneously. Results FFM values were similar between groups PA and NPA. Considering all participants, FFM values obtained by Kocina and Heyward (>11%) and Sun (<15.4%) predictive equations were different when compared to DXA (p < 0.01). However, Buchholz's et al. predictive equation showed FFM values similar to DXA, but presented poor concordance (<7%, p = 0.99; concordance coefficient = 0.85). BIVA showed consistency in ellipse distribution using FFM obtained using Buchholz et al. predictive equation. Conclusions The use of non-specific BIA equations can lead to misinterpretation in FFM values in male c-SCI individuals. Predictive equations for this group need to be developed.
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Affiliation(s)
- Andreia Bauermann
- Graduate Program in Human Movement Sciences, Federal University of Pará, Belém, Pará, Brazil
- Brazilian Paralympic Academy, São Paulo, Brazil
| | - Anselmo de Athayde Costa e Silva
- Graduate Program in Human Movement Sciences, Federal University of Pará, Belém, Pará, Brazil
- Brazilian Paralympic Academy, São Paulo, Brazil
| | | | - Josely Correa Koury
- Nutrition Institute, Rio de Janeiro State University, Rio de Janeiro, Brazil
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Wiyanad A, Khamnon N, Thaweewannakij T, Amatachaya P, Sooknuan T, Amatachaya S. Ability to detect history of falls among individuals with spinal cord injury using upper limb loading during a seated push-up test. Eur J Phys Rehabil Med 2022; 58:405-411. [PMID: 35191655 PMCID: PMC9980570 DOI: 10.23736/s1973-9087.22.07224-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND A history of falls is an important risk factor for future falls, including for individuals with spinal cord injury (SCI) who often experience falls and subsequent injuries. This may be even more pronounced during the current COVID-19 pandemic because of the extreme shortage of hospital admission and restricted access to important services. Therefore, the ability of detecting a history of falls that can be applied to wheelchair users and ambulatory individuals with SCI in various settings are essential. AIM To investigate the discriminative ability of three clinical measures-the handgrip (HG) test, Spinal Cord Independence Measure (SCIM) III and Upper Limb Loading During a Seated Push-Up Test (ULL-SPUT)-in discriminating individuals with SCI with and without a history of falls over the past six months. DESIGN A 6-month retrospective observational cohort study. SETTING Inpatient tertiary rehabilitation center. POPULATION One hundred and fourteen wheelchair users and ambulatory individuals with SCI. METHODS The participants were interviewed and assessed for their demographics, SCI characteristics and fall data over the past six months, with data confirmation from related events, their caregivers and medical records. Subsequently, they were assessed using the HG test, SCIM III, and ULL-SPUT. RESULTS In total, 29 participants (25%) fell during the past six months (with the number of falls ranging from 1-20, with minor consequences after the falls). Among the three clinical measures assessed in this study, the ULL-SPUT data of faller participants were significantly higher than those of non-fallers (P<0.05). CONCLUSIONS The limited rehabilitation length and increased staying home and social isolation prompted by the COVID-19 pandemic may have reduced the fall rates of the participants. The findings suggest a higher likelihood of falls among wheelchair users and ambulatory individuals with SCI who have good mobility as determined using ULL-SPUT data. CLINICAL REHABILITATION IMPACT Apart from being an important rehabilitation strategy, the present findings suggest an additional benefit of ULL-SPUT to identify individuals with SCI with a likelihood of future falls. The measurement can be done easily using digital bathroom scales placing over a flat and smooth surface. Therefore, it would enable the timely initiation of fall prevention strategies in various clinical, community, home and research settings; particularly in this COVID-19 pandemic of limited beds and hospital services for these individuals.
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Affiliation(s)
- Arpassanan Wiyanad
- School of Physical Therapy, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand.,Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand
| | - Narongsak Khamnon
- School of Physical Therapy, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand.,Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand
| | - Thiwabhorn Thaweewannakij
- School of Physical Therapy, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand.,Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand
| | - Pipatana Amatachaya
- Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand.,Department of Mechanical Engineering, Faculty of Engineering and Architecture, Rajamangala University of Technology Isan, Nakhon Ratchasima, Thailand
| | - Thanat Sooknuan
- Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand.,Department of Electronics Engineering, Faculty of Engineering and Architecture, Rajamangala University of Technology Isan, Nakhon Ratchasima, Thailand
| | - Sugalya Amatachaya
- School of Physical Therapy, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand - .,Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand
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Wiyanad A, Amatachaya P, Sooknuan T, Somboonporn C, Thaweewannakij T, Saengsuwan J, Amatachaya S. The use of simple muscle strength tests to reflect body compositions among individuals with spinal cord injury. Spinal Cord 2021; 60:99-105. [PMID: 34120154 DOI: 10.1038/s41393-021-00650-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 05/21/2021] [Accepted: 05/21/2021] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN A cross-sectional study. OBJECTIVES To investigate the correlation between simple muscle strength tests (including handgrip test and upper limb loading during a seated push-up test [ULL-SPUT]) and body compositions among individuals with spinal cord injury (SCI). SETTING A tertiary rehabilitation center. METHODS Twenty-four participants with SCI (average age of 40 years) were cross-sectionally assessed using handgrip test, ULL-SPUT, and body compositions (including skeletal muscle mass, bone mineral content, and fat mass) using dual-energy X-ray absorptiometry scan. RESULTS The handgrip data had low-to-moderate correlation to body compositions of the arms (rs = 0.474-0.515, p < 0.05), while the ULL-SPUT data were low-to-excellently correlated to all body compositions of the arms, legs, and trunk (rs, r = 0.467-0.921, p < 0.05). CONCLUSIONS The findings extend clinical benefit of a SPUT apart from being a rehabilitation strategy to promote mobility of individuals with SCI. Simple measurement of the ULL-SPUT, which can be done using digital bathroom scales placed on a hard and even surface, appears to be strongly correlated with body compositions in a small sample of predominantly middle age, normal weight, men with paraplegia. More research is required to understand whether this test can be used clinically to assess body compositions in a more diverse SCI population, and whether it is responsive to changes in body compositions over time.
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Affiliation(s)
- Arpassanan Wiyanad
- School of Physical Therapy, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand.,Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand
| | - Pipatana Amatachaya
- Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand.,Department of Mechanical Engineering, Faculty of Engineering and Architecture, Rajamangala University of Technology Isan, Nakhon Ratchasima, Thailand
| | - Thanat Sooknuan
- Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand.,Department of Electronics Engineering, Faculty of Engineering and Architecture, Rajamangala University of Technology Isan, Nakhon Ratchasima, Thailand
| | - Charoonsak Somboonporn
- Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand.,Department of Radiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Thiwabhorn Thaweewannakij
- School of Physical Therapy, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand.,Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand
| | - Jittima Saengsuwan
- Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand.,Department of Rehabilitation, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Sugalya Amatachaya
- School of Physical Therapy, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand. .,Improvement of Physical Performance and Quality of Life (IPQ) Research Group, Khon Kaen University, Khon Kaen, Thailand.
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