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Poltronieri TS, de Paula NS, Chaves GV. Assessing skeletal muscle radiodensity by computed tomography: An integrative review of the applied methodologies. Clin Physiol Funct Imaging 2020; 40:207-223. [PMID: 32196914 DOI: 10.1111/cpf.12629] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 03/04/2020] [Accepted: 03/12/2020] [Indexed: 12/15/2022]
Abstract
Low-radiodensity skeletal muscle has been related to the degree of muscle fat infiltration and seems to be associated with worse outcomes. The aim of this study was to summarize the methodologies used to appraise skeletal muscle radiodensity by computed tomography, to describe the terms used in the literature to define muscle radiodensity and to give recommendations for its measurement standardization. An integrative bibliographic review in four databases included studies published until August 2019 in Portuguese, English or Spanish and performed in humans, adults and/or the elderly, of both sex, which investigated skeletal muscle radiodensity through computed tomography (CT) of the region between the third and fifth lumbar vertebrae and evaluated at least two muscular groups. One hundred and seventeen studies were selected. We observed a trend towards selecting all abdominal region muscle. A significant methodological variation in terms of contrast use, selection of skeletal muscle areas, radiodensity ranges delimitation and their cut-off points, as well as the terminologies used, was also found. The methodological differences detected are probably due to the lack of more precise information about the correlation between skeletal muscle radiodensity by CT and its molecular composition, among others. Therefore, until the gaps are addressed in future studies, authors should avoid arbitrary approaches when reporting skeletal muscle radiodensity, especially when it comes to prognosis inference. Studies using both CT and direct methods of muscle composition evaluation are encouraged, to enable the definition and validation of the best approach to classify fat-infiltrated muscle tissue, which will favour the nomenclature uniformization.
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Affiliation(s)
- Taiara Scopel Poltronieri
- Department of Nutrition, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Brazil
| | - Nathália Silva de Paula
- Department of Nutrition, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Brazil
| | - Gabriela Villaça Chaves
- Department of Nutrition, National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, Brazil
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Kiefer LS, Fabian J, Rospleszcz S, Lorbeer R, Machann J, Storz C, Kraus MS, Schlett CL, Roemer F, Wintermeyer E, Rathmann W, Nikolaou K, Peters A, Bamberg F. Assessment of the degree of abdominal myosteatosis by magnetic resonance imaging in subjects with diabetes, prediabetes and healthy controls from the general population. Eur J Radiol 2018; 105:261-268. [DOI: 10.1016/j.ejrad.2018.06.023] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 06/15/2018] [Accepted: 06/25/2018] [Indexed: 02/02/2023]
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Rozenberg D, Mathur S, Herridge M, Goldstein R, Schmidt H, Chowdhury NA, Mendes P, Singer LG. Thoracic muscle cross-sectional area is associated with hospital length of stay post lung transplantation: a retrospective cohort study. Transpl Int 2017; 30:713-724. [PMID: 28390073 DOI: 10.1111/tri.12961] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2017] [Revised: 02/20/2017] [Accepted: 03/31/2017] [Indexed: 12/30/2022]
Abstract
Low muscle mass is common in lung transplant (LTx) candidates; however, the clinical implications have not been well described. The study aims were to compare skeletal muscle mass in LTx candidates with controls using thoracic muscle cross-sectional area (CSA) from computed tomography and assess the association with pre- and post-transplant clinical outcomes. This was a retrospective, single-center cohort study of 527 LTx candidates [median age: 55 IQR (42-62) years; 54% male]. Thoracic muscle CSA was compared to an age- and sex-matched control group. Associations between muscle CSA and pre-transplant six-minute walk distance (6MWD), health-related quality of life (HRQL), delisting/mortality, and post-transplant hospital outcomes and one-year mortality were evaluated using multivariable regression analysis. Muscle CSA for LTx candidates was about 10% lower than controls (n = 38). Muscle CSA was associated with pre-transplant 6MWD, but not HRQL, delisting or pre- or post-transplant mortality. Muscle CSA (per 10 cm2 difference) was associated with shorter hospital stay [0.7 median days 95% CI (0.2-1.3)], independent of 6MWD. In conclusion, thoracic muscle CSA is a simple, readily available estimate of skeletal muscle mass predictive of hospital length of stay, but further study is needed to evaluate the relative contribution of muscle mass versus functional deficits in LTx candidates.
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Affiliation(s)
- Dmitry Rozenberg
- Department of Medicine, Respirology, University of Toronto, Toronto, ON, Canada.,Lung Transplant Program, University Health Network, Toronto, ON, Canada
| | - Sunita Mathur
- Department of Physical Therapy, University of Toronto, Toronto, ON, Canada
| | - Margaret Herridge
- Department of Medicine, Respirology, University of Toronto, Toronto, ON, Canada.,Critical Care, University Health Network, Toronto, ON, Canada
| | - Roger Goldstein
- Department of Medicine, Respirology, University of Toronto, Toronto, ON, Canada.,Respirology, West Park Healthcare Center, Toronto, ON, Canada
| | - Heidi Schmidt
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
| | - Noori A Chowdhury
- Lung Transplant Program, University Health Network, Toronto, ON, Canada
| | - Polyana Mendes
- Department of Physical Therapy, University of Toronto, Toronto, ON, Canada
| | - Lianne G Singer
- Department of Medicine, Respirology, University of Toronto, Toronto, ON, Canada.,Lung Transplant Program, University Health Network, Toronto, ON, Canada
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Kelm DJ, Bonnes SL, Jensen MD, Eiken PW, Hathcock MA, Kremers WK, Kennedy CC. Pre-transplant wasting (as measured by muscle index) is a novel prognostic indicator in lung transplantation. Clin Transplant 2016; 30:247-55. [PMID: 26701203 DOI: 10.1111/ctr.12683] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/16/2015] [Indexed: 02/04/2023]
Abstract
BACKGROUND Frailty in non-transplant populations increases morbidity and mortality. Muscle wasting is an important frailty characteristic. Low body mass index is used to measure wasting, but can over- or underestimate muscle mass. Computed tomography (CT) software can directly measure muscle mass. It is unknown if muscle wasting is important in lung transplantation. AIM AND METHODS The aim of this single-center, retrospective cohort study was to determine whether pre-transplant low muscle mass (as measured by CT using Slice-O-matic software at L2-L3 interspace) was associated with post-transplantation mortality, hospital and intensive care unit length of stay (LOS), duration of mechanical ventilation, or primary graft dysfunction. Lung transplant recipients from 2000 to 2012 with a CT scan less than six months prior to transplant were included. Univariate, multivariate, and Kaplan-Meier analyses were conducted. RESULTS Thirty-six patients were included. Those with low muscle index (lower 25th percentile) had a worse survival (hazard ratio = 3.83; 95% confidence interval 1.42-10.3; p = 0.007) and longer hospital LOS by an estimated 7.2 d (p = 0.01) when adjusted for age and sex as compared to those with higher muscle index. CONCLUSION Low muscle index at lung transplantation is associated with worse survival and increased hospital LOS.
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Affiliation(s)
- Diana J Kelm
- Division of Pulmonary Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Sara L Bonnes
- Division of General Internal Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Michael D Jensen
- Division of Endocrinology and Metabolic Diseases, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | | | | | - Walter K Kremers
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.,William J. Von Liebig Transplant Center, Mayo Clinic, Rochester, MN, USA
| | - Cassie C Kennedy
- Division of Pulmonary Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.,William J. Von Liebig Transplant Center, Mayo Clinic, Rochester, MN, USA
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Auclair A, Martin J, Bastien M, Bonneville N, Biertho L, Marceau S, Hould FS, Biron S, Lebel S, Lescelleur O, Després JP, Poirier P. Is There a Role for Visceral Adiposity in Inducing Type 2 Diabetes Remission in Severely Obese Patients Following Biliopancreatic Diversion with Duodenal Switch Surgery? Obes Surg 2015; 26:1717-27. [DOI: 10.1007/s11695-015-1973-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Cleary LC, Crofford LJ, Long D, Charnigo R, Clasey J, Beaman F, Jenkins KA, Fraser N, Srinivas A, Dhaon N, Hanaoka BY. Does computed tomography-based muscle density predict muscle function and health-related quality of life in patients with idiopathic inflammatory myopathies? Arthritis Care Res (Hoboken) 2015; 67:1031-40. [PMID: 25623494 DOI: 10.1002/acr.22557] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2014] [Revised: 01/07/2015] [Accepted: 01/20/2015] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To investigate the association of low-density (lipid-rich) muscle measured by computed tomography (CT) with skeletal muscle function and health-related quality of life in idiopathic inflammatory myopathies (IIMs). METHODS Seventeen patients and 10 healthy controls underwent CT of the midthigh to quantify high- (30-100 HU) and low-density (0-29 HU) skeletal muscle areas. Anthropometric measures, body composition, physical activity level, health-related quality of life, skeletal muscle strength, endurance, and fatigue were assessed. Patients were compared against controls. The relationship of anthropometric, body composition, and disease variables with measures of muscle function were examined using Spearman's test on the patient group. Linear regression was used to assess the age- and disease-adjusted relationship of muscle quality to physical function and muscle strength. RESULTS Patients had higher body fat percentage (P = 0.042), trunk fat mass (P = 0.042), android:gynoid fat (P = 0.033), and midthigh low-density muscle/total muscle area (P < 0.001) compared to controls. Midthigh low-density muscle/total muscle area was negatively correlated with self-reported physical function, strength, and endurance (the Short Form 36 [SF-36] health survey physical functioning [P = 0.004], manual muscle testing [P = 0.020], knee maximal voluntary isometric contraction/thigh mineral-free lean mass [P < 0.001], and the endurance step test [P < 0.001]), suggesting that muscle quality impacts function in IIM. Using multiple linear regression adjusted for age, global disease damage, and total fat mass, poor muscle quality as measured by midthigh low-density muscle/total muscle area was negatively associated with SF-36 physical functioning (P = 0.009). CONCLUSION Midthigh low-density muscle/total muscle area is a good predictor of muscle strength, endurance, and health-related quality of life as it pertains to physical functioning in patients with IIMs.
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Shahtahmassebi B, Hebert JJ, Stomski NJ, Hecimovich M, Fairchild TJ. The effect of exercise training on lower trunk muscle morphology. Sports Med 2015; 44:1439-58. [PMID: 25015476 DOI: 10.1007/s40279-014-0213-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
BACKGROUND Skeletal muscle plays an important role in maintaining the stability of the lumbar region. However, there is conflicting evidence regarding the effects of exercise on trunk muscle morphology. OBJECTIVE To systematically review the literature on the effects of exercise training on lower trunk muscle morphology to determine the comparative effectiveness of different exercise interventions. DATA SOURCE AND STUDY SELECTION A systematic search strategy was conducted in the following databases: PubMed, SportDiscus, CINAHL, the Cochrane Library and PEDro. We included full, peer-reviewed, prospective longitudinal studies, including randomized controlled trials and single-group designs, such as pre- to post-intervention and crossover studies, reporting on the effect of exercise training on trunk muscle morphology. STUDY APPRAISAL AND SYNTHESIS Study quality was assessed with the Cochrane risk-of-bias tool. We classified each exercise intervention into four categories, based on the primary exercise approach: motor control, machine-based resistance, non-machine-based resistance or cardiovascular. Treatment effects were estimated using within-group standardized mean differences (SMDs). RESULTS The systematic search identified 1,911 studies; of which 29 met our selection criteria: motor control (n = 12), machine-based resistance (n = 10), non-machine-based resistance (n = 5) and cardiovascular (n = 2). Fourteen studies (48 %) reported an increase in trunk muscle size following exercise training. Among positive trials, the largest effects were reported by studies testing combined motor control and non-machine-based resistance exercise (SMD [95 % CI] = 0.66 [0.06 to 1.27] to 3.39 [2.80 to 3.98]) and machine-based resistance exercise programmes (SMD [95 % CI] = 0.52 [0.01 to 1.03] to 1.79 [0.87 to 2.72]). Most studies investigating the effects of non-machine-based resistance exercise reported no change in trunk muscle morphology, with one study reporting a medium effect on trunk muscle size (SMD [95 % CI] = 0.60 [0.03 to 1.16]). Cardiovascular exercise interventions demonstrated no effect on trunk muscle morphology (SMD [95 % CI] = -0.16 [-1.14 to 0.81] to 0.09 [-0.83 to 1.01]). LIMITATIONS We excluded studies published in languages other than English, and therefore it is possible that the results of relevant studies are not represented in this review. There was large clinical heterogeneity between the included studies, which prevented data synthesis. Among the studies included in this review, common sources of potential bias were random sequence generation, allocation concealment and blinding. Finally, the details of the exercise parameters were poorly reported in most studies. CONCLUSION Approximately half of the included studies reported an increase in lower trunk muscle size following participation in an exercise programme. Among positive trials, studies involving motor control exercises combined with non-machine-based resistance exercise, as well as machine-based resistance exercises, demonstrated medium to large effects on trunk muscle size. Most studies examining the effect of non-machine-based resistance exercise and all studies investigating cardiovascular exercise reported no effect on trunk muscle morphology. However, these results should be interpreted with caution because of the substantial risk of bias and suboptimal reporting of exercise details in the included studies. Additional research, using methods ensuring a low risk of bias, are required to further elucidate the effects of exercise on trunk muscle morphology.
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Affiliation(s)
- Behnaz Shahtahmassebi
- School of Psychology and Exercise Science, Murdoch University, SS2.015, 90 South Street, Murdoch, Perth, WA, 6150, Australia
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Rosenberg JG, Ryan ED, Sobolewski EJ, Scharville MJ, Thompson BJ, King GE. Reliability of panoramic ultrasound imaging to simultaneously examine muscle size and quality of the medial gastrocnemius. Muscle Nerve 2014; 49:736-40. [DOI: 10.1002/mus.24061] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2013] [Revised: 08/13/2013] [Accepted: 08/16/2013] [Indexed: 01/25/2023]
Affiliation(s)
- Joseph G. Rosenberg
- Neuromuscular Research Laboratory, Department of Exercise and Sport Science; 209 Fetzer Hall, CB 8700, University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599-8700 USA
| | - Eric D. Ryan
- Neuromuscular Research Laboratory, Department of Exercise and Sport Science; 209 Fetzer Hall, CB 8700, University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599-8700 USA
| | - Eric J. Sobolewski
- Neuromuscular Research Laboratory, Department of Exercise and Sport Science; 209 Fetzer Hall, CB 8700, University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599-8700 USA
| | - Michael J. Scharville
- Neuromuscular Research Laboratory, Department of Exercise and Sport Science; 209 Fetzer Hall, CB 8700, University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599-8700 USA
| | - Brennan J. Thompson
- Human Performance Laboratory, Department of Health, Exercise, and Sport Sciences; Texas Tech University; Lubbock Texas USA
| | - Gilbert E. King
- Neuromuscular Research Laboratory, Department of Exercise and Sport Science; 209 Fetzer Hall, CB 8700, University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599-8700 USA
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Miljkovic I, Cauley JA, Wang PY, Holton KF, Lee CG, Sheu Y, Barrett-Connor E, Hoffman AR, Lewis CB, Orwoll ES, Stefanick ML, Strotmeyer ES, Marshall LM. Abdominal myosteatosis is independently associated with hyperinsulinemia and insulin resistance among older men without diabetes. Obesity (Silver Spring) 2013; 21:2118-25. [PMID: 23408772 PMCID: PMC3661705 DOI: 10.1002/oby.20346] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2012] [Accepted: 12/13/2012] [Indexed: 12/25/2022]
Abstract
OBJECTIVE Skeletal muscle adipose tissue (AT) infiltration (myosteatosis) increases with aging and may contribute to the development of Type 2 diabetes mellitus (T2DM). It remains unclear if myosteatosis is associated to glucose and insulin homeostasis independent of total and central adiposity. DESIGN AND METHODS The association between intermuscular AT (IMAT) in the abdominal skeletal muscles (total, paraspinal, and psoas) and fasting serum glucose, insulin, and homeostasis model assessment of insulin resistance (HOMA-IR) in 393 nondiabetic Caucasian men aged 65+ was evaluated. Abdominal IMAT, visceral AT (VAT), and subcutaneous AT (SAT) (cm(3) ) were measured by quantitative computed tomography at the L4-L5 intervertebral space. RESULTS In age, study site, height, and muscle volume adjusted regression analyses, total abdominal and psoas (but not paraspinal) IMAT were positively associated with glucose, insulin, and HOMA-IR (all P < 0.003). The associations between total abdominal and psoas IMAT and insulin and HOMA-IR remained significant after further adjusting for lifestyle factors, as well as duel-energy x-ray absorptiometry (DXA) measured total body fat, VAT, or SAT in separate models (all P < 0.009). CONCLUSIONS A previously unreported, independent association between abdominal myosteatosis and hyperinsulinemia and insulin resistance among older Caucasian men was indicated. These associations may be specific for particular abdominal muscle depots, illustrating the potential importance of separately studying specific muscle groups.
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