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Oshita K, Hikita A, Myotsuzono R, Ishihara Y. Relationship between age and various muscle quality indices in Japanese individuals via bioelectrical impedance analysis (BIA). J Physiol Anthropol 2025; 44:8. [PMID: 40045346 PMCID: PMC11881323 DOI: 10.1186/s40101-025-00388-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Accepted: 02/23/2025] [Indexed: 03/09/2025] Open
Abstract
BACKGROUND Bioelectrical impedance analysis (BIA) is widely used as a convenient method of measuring body composition. The validity of the phase angle (PhA), impedance rate (IR), and resistance rate (RR) as indices of muscle quality using BIA has been suggested. This study aimed to investigate the relationship between these muscle quality indices and age, and to clarify their characteristics. METHODS The appendicular muscle mass (AMM), AMM corrected for body mass index (AMM/BMI), PhA, IR, and RR were determined using BIA in 1376 Japanese individuals (532 males and 844 females) aged 15-95 years. The PhA was determined from a 50-kHz current, and the IR and RR were determined from the impedance and resistance ratios between the 250- and 5-kHz currents. RESULTS AMM/BMI showed greater age-related changes than the other indices of muscle mass. Significant differences in PhA, IR, and RR were found for the whole body at age ≥ 50 years and for the lower limbs at age ≥ 30 years, compared to those in their 20 s. For the arms, age-related changes were small, and significant differences in PhA of females were only observed at aged ≥ 85 years, whereas significant differences in IR and RR were observed at aged ≥ 75 years, compared to those in their 20s. CONCLUSION These results suggest that although PhA, IR, and RR in the whole body and lower limbs showed age-related changes, the change in PhA in the upper body was small, especially in females. However, IR and RR in the upper limbs of females reflected age-related changes more than PhA.
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Affiliation(s)
- Kazushige Oshita
- Department of Human Information Engineering, Okayama Prefectural University, Soja, Japan.
| | - Akihisa Hikita
- Department of Sport Science, Kyushu Kyoritsu University, Kitakyushu, Japan
| | - Ryota Myotsuzono
- Department of Sport Science, Kyushu Kyoritsu University, Kitakyushu, Japan
| | - Yujiro Ishihara
- Center for Fundamental Education, Okayama University of Science, Okayama, Japan
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Sun Y, Huang J, Shao J, Luo J, He Q, Cui L. Quantitative Ultrasound Parameters as Predictors of Chemotherapy Toxicity in Lymphoma: A Novel Approach to Assessing Muscle Mass and Quality Based on Ultrasound Radiofrequency Signals. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2025; 44:545-555. [PMID: 39552444 DOI: 10.1002/jum.16618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 10/15/2024] [Accepted: 11/03/2024] [Indexed: 11/19/2024]
Abstract
OBJECTIVES The aim of this study was to use quantitative ultrasound (QUS) parameters to assess the muscle mass and quality in patients with lymphoma. Additionally, the study aimed to investigate the relationship between these QUS parameters and post-chemotherapy myelosuppression. METHODS The study cohort comprised 202 patients diagnosed with lymphoma (105 males, 97 females; mean age 57.0 ± 14.9 years). The skeletal muscle index (SMI) and mean skeletal muscle density (SMD) were measured on CT and used as the gold standards to evaluate low skeletal muscle mass and quality. The muscle thickness (MT) of the forearm flexor and extensor muscles was measured in both the relaxed and contracted states, while the normalized non-linear parameter B/A (MusQBOX.NLP) and normalized mean intensity (MusQBOX.NMI) were extracted from retained ultrasound radiofrequency signals. The correlations between the QUS parameters and grip strength were assessed. Models were constructed using these QUS parameters to predict low SMI and SMD, and to evaluate whether these factors were independently associated with post-chemotherapy myelosuppression. RESULTS The MT in both the relaxed and contracted states exhibited the strongest correlations with grip strength, while the MusQBOX.NLP and MusQBOX.NMI were only weakly correlated with grip strength. Models incorporating QUS parameters to predict low SMI and SMD achieved high area under the receiver operating characteristic curve values. The MT, MusQBOX.NLP, and MusQBOX.NMI were independent factors associated with post-chemotherapy myelosuppression. CONCLUSIONS QUS parameters show promise in characterizing muscle strength, mass, and quality. They are also independent factors influencing post-chemotherapy myelosuppression.
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Affiliation(s)
- Yang Sun
- Department of Ultrasound, Peking University Third Hospital, Beijing, China
| | - Jianqiu Huang
- Department of Ultrasound, Peking University Third Hospital, Beijing, China
| | - Jinhua Shao
- Wuxi Hisky Medical Technologies Co., Ltd, Beijing, China
| | - Jianwen Luo
- School of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Qiong He
- Wuxi Hisky Medical Technologies Co., Ltd, Beijing, China
| | - Ligang Cui
- Department of Ultrasound, Peking University Third Hospital, Beijing, China
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Vongchaiudomchoke W, Cho AR, Mahmoud I, Carli F. Ultrasound for skeletal muscle assessment in surgical oncology: A scoping review. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2025; 51:109676. [PMID: 40009930 DOI: 10.1016/j.ejso.2025.109676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Accepted: 02/05/2025] [Indexed: 02/28/2025]
Abstract
BACKGROUND Skeletal muscle wasting in cancer patients is associated with adverse outcomes. Ultrasound offers a non-invasive muscle assessment, but no previous review has focused on its application during perioperative period. This scoping review aims to map the current literature on the ultrasound use for skeletal muscle assessment in cancer patients during the perioperative period and identify knowledge gaps for future research. METHODS A systematic literature search was conducted in the Cochrane Central Register of Controlled Trials, the Cochrane Database of Systematic Reviews, Embase, Medline, and Web of Science. Two independent reviewers screened studies for eligibility and extracted relevant data, including study characteristics, population, ultrasound protocols, and outcomes. Inclusion criteria were primary studies involving adults undergoing cancer surgery with ultrasound used for skeletal muscle assessment during the perioperative period. RESULTS Thirteen studies were included. The majority assessed quantitative parameters, with the rectus femoris muscle being the most evaluated. Muscle thickness and cross-sectional area were the most frequently reported parameters. Studies validated ultrasound parameters against established tools and clinical indicators, including sarcopenia, frailty, muscle strength, and biomarker. Ultrasound was also used to predict postoperative outcomes and assess perioperative interventions. However, variability in ultrasound protocols highlights the need for standardized practices, and the lack of consensus on cutoffs warrants future research. CONCLUSIONS This review demonstrated the validity and the applications of ultrasound for skeletal muscle assessment in cancer patients during the perioperative period. Significant variability in ultrasound protocols and the absence of standardized cutoffs highlight the need for further research.
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Affiliation(s)
- Wariya Vongchaiudomchoke
- Department of Anesthesia, McGill University Health Centre, Montreal, Quebec, Canada; Department of Anesthesia, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.
| | - Ah-Reum Cho
- Department of Anesthesia and Pain Medicine, School of Medicine, Pusan National University, Yangsan, Republic of Korea; The Research Institute of McGill University Health Center, Montreal, Quebec, Canada.
| | - Ibtisam Mahmoud
- Medical Librarian, Medical Libraries, McGill University Health Centre, Montreal, Quebec, Canada.
| | - Francesco Carli
- Department of Anesthesia, McGill University Health Centre, Montreal, Quebec, Canada.
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Lanferdini FJ, Viera HLS, Gidiel-Machado L, Leite-Nunes TD, Soldatelli IM, Porporatti LB, Matheus SC, Dos Santos DL, Saccol MF, Royes LFF. Vastus lateralis muscle architecture, quality, and stiffness are determinants of maximal performance in athletes? J Biomech 2025; 180:112491. [PMID: 39756099 DOI: 10.1016/j.jbiomech.2025.112491] [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: 09/30/2024] [Revised: 12/18/2024] [Accepted: 01/02/2025] [Indexed: 01/07/2025]
Abstract
Understanding intrinsic muscular adaptations more deeply can help clarify their relationships with sports performance. Therefore, the aim of this study was to determine if vastus lateralis muscle architecture, quality and stiffness can explain knee extensor maximal torque and countermovement and squat jump performance of athletes. One hundred and two athletes were evaluated based on the architecture, quality and stiffness of the vastus lateralis at rest. Furthermore, the knee extensor maximal voluntary isometric contraction and maximal concentric contraction at 60°/s and vertical jumps countermovement and squat jump performance were measured. Stepwise linear regression showed vastus lateralis echo intensity and muscle thickness determine knee extensor maximal voluntary isometric contraction (r2 = 0.435) and knee extensor maximal concentric contraction at 60°/s (r2 = 0.400) in athletes. Moreover, vastus lateralis echo intensity, muscle thickness and pennation angle can determine athletes' performance during countermovement (r2 = 0.439-0.578) and squat-jump (r2 = 0.459-0.570). The findings emphasize that vastus lateralis muscle architecture and quality is an important determinant of maximal knee extensor torque (40-44 %) and countermovement (44-58 %) and squat-jump (46-57 %) performance. Our results demonstrate that the muscle architecture and quality of the vastus lateralis are important determinants of torque and power output performance across various sports disciplines.
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Affiliation(s)
- Fábio Juner Lanferdini
- Biomechanics Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil.
| | - Heinrich Leon Souza Viera
- Biomechanics Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
| | - Lucas Gidiel-Machado
- Biomechanics Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
| | - Tiago Dutra Leite-Nunes
- Biomechanics Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
| | - Isadora Miotto Soldatelli
- Biomechanics Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
| | - Lauren Benetti Porporatti
- Biomechanics Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
| | - Silvana Correa Matheus
- Kinanthropometry Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
| | - Daniela Lopes Dos Santos
- Exercise Physiology Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
| | - Michele Forgiarini Saccol
- Biomechanics Laboratory, Physical Education and Sports Center, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
| | - Luiz Fernando Freire Royes
- Exercise Biochemistry Laboratory, Department of Biochemistry and Molecular Biology, Universidade Federal de Santa Maria, Santa Maria, Rio Grande do Sul, Brazil
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Okada S, Taniguchi M, Yagi M, Fukumoto Y, Hirono T, Yamagata M, Nakai R, Kobayashi M, Noriaki I. Degeneration of the cartilage quality is correlated with a higher intramuscular fat infiltration of the vastus medialis in older adults with pre-to-mild knee osteoarthritis. Eur J Radiol 2025; 183:111930. [PMID: 39848124 DOI: 10.1016/j.ejrad.2025.111930] [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: 06/26/2024] [Revised: 12/19/2024] [Accepted: 01/14/2025] [Indexed: 01/25/2025]
Abstract
PURPOSE To quantitatively verify whether degeneration in the quality of the medial femoral cartilage is correlated with muscle volume loss and intramuscular adipose tissue (IntraMAT) infiltration in quadriceps using magnetic resonance imaging (MRI). METHODS Of the 66 older adult participants ≥60 years old (74.5 ± 6.9 years), 29 were female. All participants were patients with pre-to-mild knee osteoarthritis. Muscle volume and IntraMAT infiltration of the four individual muscles, the rectus femoris (RF), vastus medialis (VM), vastus intermedius, and vastus lateralis were assessed, using proton density-weighted and 2-point Dixon MR images. Based on the MRI T2 mapping, the T2 relaxation times of the weight-bearing surface of the medial femoral cartilage were calculated. Simple linear regression analyses were performed, evaluating the correlations between the T2 relaxation time of the medial femoral cartilage and quadriceps muscle volume and IntraMAT. Multiple linear regression analysis using a stepwise method was performed, determining which indicators of the four individual muscles correlated with cartilage quality degeneration. RESULTS Simple linear regression analyses revealed that a longer T2 relaxation time of the medial femoral cartilage was positively correlated with IntraMAT infiltration of the entire quadriceps muscle, RF, and VM, however not with the quadriceps muscle volume. Multiple linear regression analysis revealed that VM IntraMAT was particularly correlated with the extension of T2 relaxation time of the medial femoral cartilage. CONCLUSIONS In older adults with pre-to-mild knee osteoarthritis, IntraMAT infiltration of the quadriceps muscles, particularly of the VM was correlated with degeneration in the quality of the medial femoral cartilage.
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Affiliation(s)
- Shogo Okada
- Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan; Research Fellow of Japan Society for the Promotion of Science, Kojimachi Business Center Building, 5-3-1 Kojimachi, Chiyoda-ku, Tokyo 102-0083, Japan.
| | - Masashi Taniguchi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan.
| | - Masahide Yagi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan.
| | - Yoshihiro Fukumoto
- Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan; Faculty of Rehabilitation, Kansai Medical University, 18-89 Uyama Higashimachi, Hirakata, Osaka 573-1136, Japan.
| | - Tetsuya Hirono
- Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan.
| | - Momoko Yamagata
- Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan; Faculty of Rehabilitation, Kansai Medical University, 18-89 Uyama Higashimachi, Hirakata, Osaka 573-1136, Japan.
| | - Ryusuke Nakai
- Institute for the Future of Human Society, Kyoto University, 46 Shimoadachi-cho, Yoshida Sakyo-ku, Kyoto 606-8507, Japan.
| | - Masashi Kobayashi
- Kobayashi Orthopaedic Clinic, 50-35 Kuzetakada-cho, Minami-ku, Kyoto 601-8211, Japan.
| | - Ichihashi Noriaki
- Human Health Sciences, Graduate School of Medicine, Kyoto University, 53 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto 606-8507, Japan.
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Vieira FT, Cai Y, Gonzalez MC, Goodpaster BH, Prado CM, Haqq AM. Poor muscle quality: A hidden and detrimental health condition in obesity. Rev Endocr Metab Disord 2025:10.1007/s11154-025-09941-0. [PMID: 39833502 DOI: 10.1007/s11154-025-09941-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/03/2025] [Indexed: 01/22/2025]
Abstract
Poor muscle quality (MQ) is a hidden health condition in obesity, commonly disregarded and underdiagnosed, associated with poor health-related outcomes. This narrative review provides an in-depth exploration of MQ in obesity, including definitions, available assessment methods and challenges, pathophysiology, association with health outcomes, and potential interventions. MQ is a broad term that can include imaging, histological, functional, or metabolic assessments, evaluating beyond muscle quantity. MQ assessment is highly heterogeneous and requires further standardization. Common definitions of MQ include 1) muscle-specific strength (or functional MQ), the ratio between muscle strength and muscle quantity, and 2) muscle composition (or morphological MQ), mainly evaluating muscle fat infiltration. An individual with obesity might still have normal or higher muscle quantity despite having poor MQ, and techniques for direct measurements are needed. However, the use of body composition and physical function assessments is still limited in clinical practice. Thus, more accessible techniques for assessing strength, muscle mass, and composition should be further explored. Obesity leads to adipocyte dysfunction, generating a low-grade chronic inflammatory state, which leads to mitochondrial dysfunction. Adipocyte and mitochondrial dysfunction result in metabolic dysfunction manifesting clinically as insulin resistance, dyslipidemia, and fat infiltration into organs such as muscle, which in excess is termed myosteatosis. Myosteatosis decreases muscle cell function and insulin sensitivity, creating a vicious cycle of inflammation and metabolic derangements. Myosteatosis increases the risk of poor muscle function, systemic metabolic complications, and mortality, presenting prognostic potential. Interventions shown to improve MQ include nutrition, physical activity/exercise, pharmacology, and metabolic and bariatric surgery.
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Affiliation(s)
- Flavio T Vieira
- Human Nutrition Research Unit, Department of Agricultural, Food and Nutritional Sciences, University of Alberta, Edmonton, AB, Canada
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Yuanjun Cai
- Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - M Cristina Gonzalez
- Postgraduate Program in Nutrition and Food, Federal University of Pelotas, Pelotas, Rio Grande Do Sul, Brazil
| | | | - Carla M Prado
- Human Nutrition Research Unit, Department of Agricultural, Food and Nutritional Sciences, University of Alberta, Edmonton, AB, Canada.
| | - Andrea M Haqq
- Human Nutrition Research Unit, Department of Agricultural, Food and Nutritional Sciences, University of Alberta, Edmonton, AB, Canada.
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada.
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Mizuno T, Yoshiko A, Yamashita N, Harada K, Takeuchi K, Matsuo S, Nakamura M. Determinants of Maximal Dorsiflexion Range of Motion: Multi-Perspective Comparison Using Mechanical, Neural, Morphological, and Muscle Quality Factors. J Funct Morphol Kinesiol 2024; 9:257. [PMID: 39728241 DOI: 10.3390/jfmk9040257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 11/28/2024] [Accepted: 12/02/2024] [Indexed: 12/28/2024] Open
Abstract
Background/Objectives: the purpose of this study was to determine the contributions of mechanical, neural, morphological, and muscle quality factors on individual differences in the maximal ankle dorsiflexion range of motion (ROM). Methods: A sample of 41 university students performed passive-dorsiflexion and morphological measurements. In the passive-dorsiflexion measurement, while the ankle was passively dorsiflexed, maximal dorsiflexion ROM was measured in addition to passive torque at a given angle and muscle-tendon junction (MTJ) displacement during the last 13° as mechanical factors, and stretch tolerance and muscle activation were measured as neural factors. In morphological measurements, the cross-sectional area, muscle thickness, muscle fascicle length, and pennation angle were measured. In addition, the echo intensity was evaluated as muscle quality. Subjects were divided into three groups (flexible, moderate, and tight) using the value of the maximal dorsiflexion ROM. Results: Maximal dorsiflexion ROM and stretch tolerance were greater in the flexible group than those in the moderate and tight groups. MTJ displacement was smaller in the flexible group than those in the moderate and tight groups. Stepwise multiple regression analysis revealed that stretch tolerance and passive torque at a given angle were selected as parameters to explain the maximal dorsiflexion ROM (adjusted R2 = 0.83). Conclusions: these results indicate that individual differences in maximal ankle dorsiflexion ROM are primarily related to mechanical and neural factors.
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Affiliation(s)
- Takamasa Mizuno
- Research Center of Health, Physical Fitness and Sports, Nagoya University, Nagoya-shi 464-8601, Aichi, Japan
| | - Akito Yoshiko
- Faculty of Liberal Arts and Sciences, Chukyo University, Toyota-shi 470-0348, Aichi, Japan
| | - Naoyuki Yamashita
- Faculty of Arts and Sciences, Kyoto Institute of Technology, Kyoto-fu 606-0951, Kyoto, Japan
| | - Kenji Harada
- Department of Preventive Gerontology, Center for Gerontology and Social Science, National Center for Geriatrics and Gerontology, Obu-shi 474-8511, Aichi, Japan
| | - Kosuke Takeuchi
- Department of Physical Therapy, Kobe International University, Kobe-shi 658-0032, Hyogo, Japan
| | - Shingo Matsuo
- Department of Rehabilitation, Faculty of Health Sciences, Nihon Fukushi University, Handa-shi 475-0012, Aichi, Japan
| | - Masatoshi Nakamura
- Faculty of Rehabilitation Sciences, Nishi Kyushu University, Kanzaki-shi 842-0015, Saga, Japan
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Page J, Scott GA, Aggett JN, Stebbings GK, Kilduff LP, Murphy CH, Waldron M, Heffernan SM. Dietary factors may be associated with measures of ultrasound-derived skeletal muscle echo intensity. Appl Physiol Nutr Metab 2024; 49:1666-1677. [PMID: 39178426 DOI: 10.1139/apnm-2024-0256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/25/2024]
Abstract
Skeletal muscle echo intensity (EI) is affected by ageing and physical activity; however, the effects of nutrition are less understood. The aim of this study was to explore whether habitual nutrient intake may be associated with ultrasound-derived EI. Partial least squares regression (PLSR) models were trained on an initial sample (n = 100, M = 45; F = 55; 38 ± 15 years) to predict EI of two quadriceps muscles from 19 variables, using the "jack-knife" function within the "pls" package (RStudio), which was then tested in an additional dataset (n = 30, M = 13; F = 17; 38 ± 16 years). EI was determined using B-mode ultrasonography of the rectus femoris (RF) and vastus lateralis (VL) and nutritional intake determined via 3-day weighed food diaries. Mean daily intake of specific nutrients were included as predictor variables with age, sex, and self-reported physical activity. PLSR training model 1 explained ∼52% and model 2 ∼46% of the variance in RF and VL EI, respectively. Model 1 also explained ∼35% and model 2 ∼30% of the variance in RF and VL EI in the additional testing dataset. Age and biological sex were associated with EI in both models (P < 0.025). Dietary protein (RF: β = -7.617, VL: β = -7.480), and selenium (RF: β = -7.144, VL: β = -4.775) were associated with EI in both muscles (P < 0.05), whereas fibre intake (RF: β = -5.215) was associated with RF EI only and omega-3 fatty acids (n-3/ω-3 FAs, RF: β = 3.145) with VL EI only (P < 0.05). Therefore, absolute protein, selenium, fibre, and n-3 FAs may be associated with skeletal muscle EI, although further mechanistic work is required before claiming causal inference.
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Affiliation(s)
- Joe Page
- Applied Sports, Technology, Exercise and Medicine Research Centre (A-STEM), Faculty of Science and Engineering, Swansea University, United Kingdom
| | - Georgia A Scott
- Applied Sports, Technology, Exercise and Medicine Research Centre (A-STEM), Faculty of Science and Engineering, Swansea University, United Kingdom
| | - James N Aggett
- Applied Sports, Technology, Exercise and Medicine Research Centre (A-STEM), Faculty of Science and Engineering, Swansea University, United Kingdom
| | - Georgina K Stebbings
- Manchester Metropolitan University Institute of Sport, Department of Sport and Exercise Sciences, Manchester Metropolitan University, Manchester, United Kingdom
| | - Liam P Kilduff
- Applied Sports, Technology, Exercise and Medicine Research Centre (A-STEM), Faculty of Science and Engineering, Swansea University, United Kingdom
- Welsh Institute of Performance Science, Swansea University, Swansea, United Kingdom
| | - Caoileann H Murphy
- Agrifood Business and Spatial Analysis, Teagasc Food Research Centre, Ashtown, Dublin 15, Ireland
| | - Mark Waldron
- Applied Sports, Technology, Exercise and Medicine Research Centre (A-STEM), Faculty of Science and Engineering, Swansea University, United Kingdom
- Welsh Institute of Performance Science, Swansea University, Swansea, United Kingdom
- School of Health and Behavioural Sciences, University of the Sunshine Coast, Queensland, Australia
| | - Shane M Heffernan
- Applied Sports, Technology, Exercise and Medicine Research Centre (A-STEM), Faculty of Science and Engineering, Swansea University, United Kingdom
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Lateef S, Addison O, Zhang LQ, Gray V, Lanza MB. Exploring discrepancies in muscle analysis with ImageJ: understanding the impact of tool selection on echo intensity and muscle area measurements. J Ultrasound 2024; 27:973-977. [PMID: 39060718 PMCID: PMC11496482 DOI: 10.1007/s40477-024-00934-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 06/06/2024] [Indexed: 07/28/2024] Open
Abstract
PURPOSE The aim was to compare the use of different tools within the ImageJ program (polygon vs. segmented line) and their impact on the calculation of muscle area and echo intensity (EI) values in ultrasound imaging of the vastus lateralis muscle. METHODS Thirteen volunteers participated in this study. Ultrasound images of the vastus lateralis muscle were acquired using 2D B-mode ultrasonography and analyzed using both the polygon and segmented line tools by the same evaluator. The intraclass correlation coefficient (ICC) and coefficient of variation (CV) assessed the tools' reliability. Bland-Altman plots were employed to verify the agreement between measurements, and linear regression analysis determined proportional bias. A paired t-test was conducted to analyze differences between the tools. RESULTS The reliability between tools for muscle area calculation was weak (r = 0.000; CV = 138.03 ± 0.34%), while it was excellent for EI (r = 0.871; CV = 15.19 ± 2.96%). The Bland-Altman plots indicated a large bias for muscle area (d = 195.2%) with a proportional bias (p < 0.001). For EI, the bias was (d = 15.2) with proportional bias (p = 0.028). The paired t-test revealed significant differences between the tools for area (p < 0.001) but not for EI (p = 0.060). CONCLUSION The study found significant differences in measurements obtained with the polygon and segmented line tools in ImageJ, with the polygon tool showing higher values for muscle area and lower values for EI.
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Affiliation(s)
- Shabnam Lateef
- Department of Physical Therapy and Rehabilitation Science, University of Maryland School of Medicine, 100 Penn Street, Baltimore, MD, 20201, USA
| | - Odessa Addison
- Department of Physical Therapy and Rehabilitation Science, University of Maryland School of Medicine, 100 Penn Street, Baltimore, MD, 20201, USA
| | - Li-Qun Zhang
- Department of Physical Therapy and Rehabilitation Science, University of Maryland School of Medicine, 100 Penn Street, Baltimore, MD, 20201, USA
| | - Vicki Gray
- Department of Physical Therapy and Rehabilitation Science, University of Maryland School of Medicine, 100 Penn Street, Baltimore, MD, 20201, USA
| | - Marcel B Lanza
- Department of Physical Therapy and Rehabilitation Science, University of Maryland School of Medicine, 100 Penn Street, Baltimore, MD, 20201, USA.
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Ito K, Maeshima E, Arai N, Saito K, Koshiba H, Maruyama J, Asada K, Nakamata T, Yamaguchi K, Hatanaka Y. Evaluation of the Anatomical Cross-Sectional Area of Psoas Major Muscle Using an Ultrasound Imaging System Combined With an Inertial Measurement Unit: Improved Reliability in the US Using IMU-Based Positioning Techniques. TRANSLATIONAL SPORTS MEDICINE 2024; 2024:7774612. [PMID: 39502872 PMCID: PMC11537743 DOI: 10.1155/2024/7774612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 10/12/2024] [Indexed: 11/08/2024]
Abstract
Introduction: Recently, ultrasound (US) imaging has been used to estimate the cross-sectional area of skeletal muscle, but the reliability is uncertain. To improve the reliability of the US, we investigated skeletal muscle thickness measurement using an inertial measurement unit (IMU) to determine the direction of US beam incidence based on posture angle information. In addition, we examined whether the anatomical cross-sectional area (ACSA) of muscle can be estimated from the muscle thickness measured using the US with the IMU. Methods: In Experiment 1, two examiners measured the right psoas major at the fourth lumbar vertebra level in 10 university students using the US with and without an IMU. The intraclass correlation coefficient (ICC) was used to examine intra- and inter-rater variability. In Experiment 2, the two examiners measured the muscle thickness of the right psoas major in 31 male subjects using the US with an IMU. In addition, the ACSA of this muscle was measured using MRI. Pearson's correlation coefficient was used to examine the relationship between muscle thickness and ACSA, and a single regression analysis was performed. Results: Both intrarater reliability ICC (1, 2) and inter-rater reliability ICC (2, 2) were higher when US was used with IMU compared to without IMU (Experiment 1). A significant positive correlation (r = 0.84, p < 0.01) was observed between muscle thickness and ACSA (Experiment 2). The regression equation was significant at R 2 = 0.71 (p < 0.01). Conclusion: Using an IMU during US measurement of the psoas major improves intra- and interexaminer reliability and can be used to estimate the ACSA of the muscle.
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Affiliation(s)
- Kazuhiro Ito
- Department of Rehabilitation Physical Therapy Course, Faculty of Health Science, Suzuka University of Medical Science, 1001-1, Kishioka, Suzuka, Mie 510-0293, Japan
- Graduate School of Sport and Exercise Sciences, Osaka University of Health and Sport Sciences, 1-1 Asadaidai, Kumatori, Sennan-Gun, Osaka 590-0496, Japan
| | - Etsuko Maeshima
- Graduate School of Sport and Exercise Sciences, Osaka University of Health and Sport Sciences, 1-1 Asadaidai, Kumatori, Sennan-Gun, Osaka 590-0496, Japan
| | - Nobuyuki Arai
- Department of Radiological Technology, Faculty of Health Science, Suzuka University of Medical Science, 1001-1, Kishioka, Suzuka, Mie 510-0293, Japan
| | - Koichi Saito
- Department of Rehabilitation Physical Therapy Course, Faculty of Health Science, Suzuka University of Medical Science, 1001-1, Kishioka, Suzuka, Mie 510-0293, Japan
| | - Hiroya Koshiba
- Graduate School of Sport and Exercise Sciences, Osaka University of Health and Sport Sciences, 1-1 Asadaidai, Kumatori, Sennan-Gun, Osaka 590-0496, Japan
| | - Junko Maruyama
- Department of Clinical Engineering, Faculty of Medical Engineering, Suzuka University of Medical Science, 1001-1, Kishioka, Suzuka, Mie 510-0293, Japan
| | - Keiji Asada
- Department of Rehabilitation Physical Therapy Course, Faculty of Health Science, Suzuka University of Medical Science, 1001-1, Kishioka, Suzuka, Mie 510-0293, Japan
| | - Takaaki Nakamata
- Department of Rehabilitation Physical Therapy Course, Faculty of Health Science, Suzuka University of Medical Science, 1001-1, Kishioka, Suzuka, Mie 510-0293, Japan
| | - Kazuki Yamaguchi
- Department of Rehabilitation Physical Therapy Course, Faculty of Health Science, Suzuka University of Medical Science, 1001-1, Kishioka, Suzuka, Mie 510-0293, Japan
| | - Yasuhiko Hatanaka
- Department of Rehabilitation Physical Therapy Course, Faculty of Health Science, Suzuka University of Medical Science, 1001-1, Kishioka, Suzuka, Mie 510-0293, Japan
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Skvortsov D, Cherepanin A, Fadeeva Y, Timonin A, Nosenko N. Functional Tests of the Abdominal Wall Muscles in Normal Subjects and in Patients with Diastasis and Oblique Inguinal Hernias in a Pilot Study. J Funct Morphol Kinesiol 2024; 9:164. [PMID: 39311272 PMCID: PMC11417765 DOI: 10.3390/jfmk9030164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/10/2024] [Accepted: 09/11/2024] [Indexed: 09/26/2024] Open
Abstract
OBJECTIVES To identify typical patterns of abdominal wall muscle activation in patients with diastasis recti and inguinal hernias compared to controls during the Valsalva maneuver, voluntary coughing, and physical activity. METHODS The study included 15 subjects: 5 with diastasis recti, 4 with inguinal hernias, and 6 healthy controls. The functions of rectus abdominis (RA) and external oblique (OE) muscles were measured by surface electromyography (sEMG). Using ultrasound, the thicknesses of the RA, OE, internal oblique (IO), and transversus abdominis (TA) muscles were assessed as well as the echo intensity (EI) of RA and OE. RESULTS We found a significant effect of the type of abdominal wall pathology on the maximum sEMG amplitude (p = 0.005). There was a reliable trend in maximum sEMG amplitude, with the highest one in diastasis recti and a significantly lower one in inguinal hernias. Duncan's test showed a significant difference in muscle thickness, both on the right and left sides, between patients with diastasis and controls, but only on the left side between patients with diastasis and those with inguinal hernia (p < 0.05). CONCLUSIONS The abdominal wall pathology results in a change in the function and structure of the abdominal muscles, which can be detected using electromyography and ultrasound examination. The presence of diastasis recti is accompanied by an increase in bioelectrical activity and a decrease in thickness.
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Affiliation(s)
- Dmitry Skvortsov
- Research and Clinical Center of Specialized Types of Health Care and Medical Technology, 107031 Moscow, Russia (Y.F.); (N.N.)
| | - Andrei Cherepanin
- Research and Clinical Center of Specialized Types of Health Care and Medical Technology, 107031 Moscow, Russia (Y.F.); (N.N.)
| | - Yulia Fadeeva
- Research and Clinical Center of Specialized Types of Health Care and Medical Technology, 107031 Moscow, Russia (Y.F.); (N.N.)
| | - Andrey Timonin
- Institution Research Center of Nutrition and Biotechnology, 109240 Moscow, Russia
| | - Nataly Nosenko
- Research and Clinical Center of Specialized Types of Health Care and Medical Technology, 107031 Moscow, Russia (Y.F.); (N.N.)
- Institution Research Center of Nutrition and Biotechnology, 109240 Moscow, Russia
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12
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Wang Z, Taniguchi M, Saeki J, Yagi M, Murota N, Nakazato K, Niiya N, Ichihashi N. Intramuscular fat infiltration influences mechanical properties during muscle contraction in older women. Appl Physiol Nutr Metab 2024; 49:1175-1183. [PMID: 38718426 DOI: 10.1139/apnm-2023-0557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/02/2024]
Abstract
Although evidence suggests that intramuscular fat infiltration may influence muscle strength, the precise mechanisms remain unclear. This study aimed to determine whether intramuscular fat infiltration affects muscle mechanical properties during contraction and whether these mechanical properties mediate the relationship between intramuscular fat infiltration and muscle strength. Seventy-nine healthy older women aged 75.1 ± 6.8 years were included in this study. The echo intensity (EI) of the vastus lateralis (VL) was measured as an intramuscular fat infiltration index using B-mode ultrasonography. Maximum voluntary isometric contraction strength (MVIC) was assessed using a dynamometer. The VL shear elastic modulus (G), a mechanical property index, was measured using ultrasound shear wave elastography under various muscle contraction conditions, at rest and at 15%, 30%, and 45% MVIC (G0, G15, G30, and G45). To evaluate the degree of increase in the shear elastic modulus with increasing muscle contraction intensity, the slope of the regression line (Gslope) between muscle contraction and shear elastic modulus was calculated for each participant. The results showed that EI was significantly associated with G30 and G45 but not with G0 or G15. The EI can significantly explain the inter-individual differences in Gslope. Mediation analysis revealed that the effect of EI on MVIC through Gslope was significant (indirect effect = -0.31, 95% confidence interval (-0.57, -0.12)). These findings suggest that a greater EI is associated with a lower G during muscle contraction. Furthermore, our results show that the relationship between EI and MVIC is mediated by Gslope.
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Affiliation(s)
- Zimin Wang
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Masashi Taniguchi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
| | - Junya Saeki
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
- Department of Rehabilitation, Osaka Kawasaki Rehabilitation University, Japan
| | - Masahide Yagi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
| | - Norihiko Murota
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
| | - Kaede Nakazato
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
| | - Nanami Niiya
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
| | - Noriaki Ichihashi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
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Wilkinson TJ, Baker LA, Watson EL, Nikopoulou K, Karatzaferi C, Graham-Brown MP, Smith AC, Sakkas GK. Skeletal Muscle Texture Assessment Using Ultrasonography: Comparison with Magnetic Resonance Imaging in Chronic Kidney Disease. ULTRASONIC IMAGING 2024; 46:263-268. [PMID: 38807343 PMCID: PMC11325600 DOI: 10.1177/01617346241255879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2024]
Abstract
Skeletal muscle dysfunction is common in chronic kidney disease (CKD). Of interest is the concept of "muscle quality," of which measures include ultrasound-derived echo intensity (EI). Alternative parameters of muscle texture, for example, gray level of co-occurrence matrix (GCLM), are available and may circumvent limitations in EI. The validity of EI is limited in humans, particularly in chronic diseases. This study aimed to investigate the associations between ultrasound-derived parameters of muscle texture with MRI. Images of the thigh were acquired using a 3 Tesla MRI scanner. Quantification of muscle (contractile), fat (non-contractile), and miscellaneous (connective tissue, fascia) components were estimated. Anatomical rectus femoris cross-sectional area was measured using B-mode 2D ultrasonography. To assess muscle texture, first (i.e., EI)- and second (i.e., GLCM)-order statistical analyses were performed. Fourteen participants with CKD were included (age: 58.0 ± 11.9 years, 50% male, eGFR: 27.0 ± 7.4 ml/min/1.73m2, 55% Stage 4). Higher EI was associated with lower muscle % (quadriceps: β = -.568, p = .034; hamstrings: β = -.644, p = .010). Higher EI was associated with a higher fat % in the hamstrings (β = -.626, p = .017). A higher angular second moment from GLCM analysis was associated with greater muscle % (β = .570, p = .033) and lower fat % (β = -.534, p = .049). A higher inverse difference moment was associated with greater muscle % (β = .610, p = .021 and lower fat % (β = -.599, p = .024). This is the first study to investigate the associations between ultrasound-derived parameters of muscle texture with MRI. Our preliminary findings suggest ultrasound-derived texture analysis provides a novel indicator of reduced skeletal muscle % and thus increased intramuscular fat.
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Affiliation(s)
- Thomas J Wilkinson
- Leicester Biomedical Research Centre (BRC), Leicester Diabetes Centre, University of Leicester, Leicester, UK
- Leicester Kidney Lifestyle Team, Department of Population Health Sciences, University of Leicester, Leicester, UK
| | - Luke A Baker
- Leicester Biomedical Research Centre (BRC), Leicester Diabetes Centre, University of Leicester, Leicester, UK
- Department of Respiratory Sciences, University of Leicester, Leicester, UK
| | - Emma L Watson
- Leicester Biomedical Research Centre (BRC), Leicester Diabetes Centre, University of Leicester, Leicester, UK
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Katerina Nikopoulou
- Department of Physical Education and Sport Sciences, University of Thessaly, Trikala, Greece
| | - Christina Karatzaferi
- Department of Physical Education and Sport Sciences, University of Thessaly, Trikala, Greece
| | - Matthew Pm Graham-Brown
- Leicester Biomedical Research Centre (BRC), Leicester Diabetes Centre, University of Leicester, Leicester, UK
- Leicester Kidney Lifestyle Team, Department of Population Health Sciences, University of Leicester, Leicester, UK
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
| | - Alice C Smith
- Leicester Biomedical Research Centre (BRC), Leicester Diabetes Centre, University of Leicester, Leicester, UK
- Leicester Kidney Lifestyle Team, Department of Population Health Sciences, University of Leicester, Leicester, UK
| | - Giorgos K Sakkas
- Department of Physical Education and Sport Sciences, University of Thessaly, Trikala, Greece
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14
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Li J, Wu Z, Lu B, Li C, Wang S, Zhang J, Shen X, Xiang R, Chen J, Jiang T, Zhao C, Liu W, Xu X. The Differences in Parameters in Ultrasound Imaging and Biomechanical Properties of the Quadriceps Femoris with Unilateral Knee Osteoarthritis in the Elderly: A Preliminary Observational Study. Clin Interv Aging 2024; 19:1479-1491. [PMID: 39220855 PMCID: PMC11363936 DOI: 10.2147/cia.s442610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 05/27/2024] [Indexed: 09/04/2024] Open
Abstract
Purpose Our study aims to evaluate differences in muscle parameters of the quadriceps muscles in patients with knee osteoarthritis (KOA) in older adults. Methods The study included 40 patients diagnosed with unilateral knee osteoarthritis in the KOA group (KG) and 40 asymptomatic elderly individuals in the control group (CG). Muscle ultrasonic mean echo intensity and shear modulus, as well as tone and stiffness of the rectus femoris (RF), vastus medialis (VM), and vastus lateralis (VL) were analyzed. Additionally, clinical correlations were performed. Results In the KG group, there were significant differences in echo intensity, shear modulus, and tone between the affected and unaffected sides for RF (p=0.003, 0.019, 0.014), while VM showed significant differences in shear modulus and tone (p=0.006, 0.002). Additionally, VL exhibited significant differences in echo intensity, shear modulus, and stiffness (p=0.007, 0.006, 0.010). Compared to the CG group, the KG group showed significant differences in echo intensity of the affected side RF (p=0.001). VM exhibited statistically significant differences in echo intensity and shear modulus (p < 0.001, p=0.008), while VL showed statistically significant differences in echo intensity, tone, and stiffness (p < 0.001, p=0.028, p < 0.001). The correlation results showed that patients with unilateral KOA, VM, and VL echo intensity were correlated with K-L grade (r = 0.443, p=0.004; r = 0.469, p=0.002). The tone of VL was correlated with VAS and WOMAC (r = 0.327, p=0.039; r = 0.344, p=0.030). Conclusion The parameters of the quadriceps femoris muscle exhibit asymmetry between the affected and unaffected sides in patients with unilateral KOA, as well as a difference between the dominant side of healthy older individuals and the affected side of KOA.
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Affiliation(s)
- Junyi Li
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
- Department of Osteoarthropathy II, Luoyang Orthopedic-Traumatological Hospital of Henan Province (Henan Provincial Orthopedic Hospital), Luoyang, People’s Republic of China
| | - Zugui Wu
- Department of Orthopedics and Traumatology, The Third Affiliated Hospital of Yunnan University of Chinese Medicine, Kunming Municipal Hospital of Traditional Chinese Medicine, Kunming, People’s Republic of China
| | - Bin Lu
- Department of Osteoarthropathy II, Luoyang Orthopedic-Traumatological Hospital of Henan Province (Henan Provincial Orthopedic Hospital), Luoyang, People’s Republic of China
| | - Congcong Li
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Shuai Wang
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Jiahao Zhang
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Xingxing Shen
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Ruian Xiang
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Jiahao Chen
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Tao Jiang
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Chuanxi Zhao
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Wengang Liu
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
| | - Xuemeng Xu
- Department of Orthopedics and Traumatology, The Fifth Clinical College of Guangzhou University of Chinese Medicine, Guangdong Provincial Second Hospital of Traditional Chinese Medicine, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, People’s Republic of China
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Wang R, Fu S, Huang R, Qiu C, Tang Y, Liu Y. The Diagnostic Value of Musculoskeletal Ultrasound in the Quantitative Evaluation of Skeletal Muscle in Chronic Thyrotoxic Myopathy: A Single-Center Study in China. Int J Gen Med 2024; 17:3541-3554. [PMID: 39170733 PMCID: PMC11338175 DOI: 10.2147/ijgm.s472442] [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: 06/02/2024] [Accepted: 07/31/2024] [Indexed: 08/23/2024] Open
Abstract
Objective This study aimed to evaluate the quadriceps femoris in patients with chronic thyrotoxic myopathy (CTM) using musculoskeletal ultrasound and to explore its practical clinical value for the diagnosis of CTM. Methods A total of 241 subjects recruited from the First Affiliated Hospital of Guangxi Medical University were surveyed for detailed medical history and underwent grip strength tests, fixed-distance walking, and quadriceps femoris ultrasound examinations. Differences in muscle parameters between the CTM, non-CTM, and healthy groups were analyzed. An Receiver operating characteristic (ROC) curve was established to analyze the predictive value of various ultrasound measurements for CTM, and Spearman correlation analysis and binary logistic regression were applied to explore the factors associated CTM. Results The quadriceps femoris contraction index, muscle thickness, muscle cross-sectional area, and pennation angle in the CTM group were significantly lower than those in the non-CTM and healthy groups (p<0.01). The ROC curve prediction showed that the pennation angle had the best sensitivity and specificity for diagnosing myogenesis, with an area under the curve of 89%. Moreover, the pennation angle of the CTM group was positively correlated with step speed (r=0.245, p=0.031) and body surface area (r=0.276, p=0.014), but negatively correlated with age (r=-0.306, p=0.007). Regression analysis showed that the quadriceps femoris contraction index, muscle thickness, pennation angle, and cross-sectional area were factors that related the CTM. After adjusting for potential confounding factors, the association between Muscle Bundle Length and CTM became significant (OR=1.99, 95% CI: 1.22, 3.35, p=0.007). Muscular echo in patients was observed to varying degrees of enhancement. Conclusion Musculoskeletal ultrasonography in the quantitative analysis of muscle parameters and muscle echo of the quadriceps femoris can provide essential imaging evidence for predicting CTM.
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Affiliation(s)
- Roumei Wang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
| | - Shien Fu
- Department of Endocrinology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
| | - Rui Huang
- College of Public Hygiene of Guangxi Medical University, Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
| | - Chengcheng Qiu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
| | - Yunxia Tang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
| | - Yaoli Liu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People’s Republic of China
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16
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Hare MM, Wohlgemuth KJ, Blue MNM, Mota JA. Reliability and Validity of Muscle Size and Quality Analysis Techniques. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:1188-1193. [PMID: 38697896 DOI: 10.1016/j.ultrasmedbio.2024.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 04/05/2024] [Accepted: 04/11/2024] [Indexed: 05/05/2024]
Abstract
OBJECTIVE This study investigated reliability and validity of muscle cross-sectional area and echo intensity using an automatic image analysis program. METHODS Twenty-two participants completed two data collection trials consisting of ultrasound imaging of the vastus lateralis (VL) at 10 and 12 MHz. Images were analyzed manually and with Deep Anatomical Cross-Sectional Area (DeepACSA). Reliability statistics (i.e., intraclass correlation coefficient [ICC] model 2,1, standard error of measure expressed as a percentage of the mean [SEM%], minimal differences [MD] values needed to be considered real) and validity statistics (i.e., constant error [CE], total error [TE], standard error of the estimate [SEE]) were calculated. RESULTS Automatic analyses of ACSA and EI demonstrated good reliability (10 MHz: ICC2,1 = 0.83 - 0.90; 12 MHz: ICC2,1 = 0.87-0.88), while manual analyses demonstrated moderate to excellent reliability (10 MHz: ICC2,1 = 0.82-0.99; 12 MHz: ICC2,1 = 0.73-0.99). Automatic analyses of ACSA presented greater error at 10 (CE = -0.76 cm2, TE = 4.94 cm2, SEE = 3.65 cm2) than 12 MHz (CE = 0.17 cm2, TE = 3.44 cm2, SEE = 3.11 cm2). Analyses of EI presented greater error at 10 (CE = 3.35 a.u., TE = 2.70 a.u., SEE = 2.58 a.u.) than at 12 MHz (CE = 3.21 a.u., TE = 2.61 a.u., SEE = 2.34 a.u.). CONCLUSION The results suggest the DeepACSA program may be less reliable compared to manual analysis for VL ACSA but displayed similar reliability for EI. In addition, the results demonstrated the automatic program had low error for 10 and 12 MHz.
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Affiliation(s)
- McKenzie M Hare
- Neuromuscular and Occupational Performance Laboratory, Texas Tech University, Lubbock, TX, USA
| | - Kealey J Wohlgemuth
- Neuromuscular and Occupational Performance Laboratory, Texas Tech University, Lubbock, TX, USA
| | - Malia N M Blue
- Health Exercise and Lifestyle Laboratory, University of North Carolina, Chapel Hill, NC, USA
| | - Jacob A Mota
- Neuromuscular and Occupational Performance Laboratory, Texas Tech University, Lubbock, TX, USA.
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Beausejour JP, Knowles KS, Wilson AT, Mangum LC, Hill EC, Hanney WJ, Wells AJ, Fukuda DH, Stout J, Stock MS. Innovations in the Assessment of Skeletal Muscle Health: A Glimpse into the Future. Int J Sports Med 2024; 45:659-671. [PMID: 38198822 DOI: 10.1055/a-2242-3226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2024]
Abstract
Skeletal muscle is the largest organ system in the human body and plays critical roles in athletic performance, mobility, and disease pathogenesis. Despite growing recognition of its importance by major health organizations, significant knowledge gaps remain regarding skeletal muscle health and its crosstalk with nearly every physiological system. Relevant public health challenges like pain, injury, obesity, and sarcopenia underscore the need to accurately assess skeletal muscle health and function. Feasible, non-invasive techniques that reliably evaluate metrics including muscle pain, dynamic structure, contractility, circulatory function, body composition, and emerging biomarkers are imperative to unraveling the complexities of skeletal muscle. Our concise review highlights innovative or overlooked approaches for comprehensively assessing skeletal muscle in vivo. We summarize recent advances in leveraging dynamic ultrasound imaging, muscle echogenicity, tensiomyography, blood flow restriction protocols, molecular techniques, body composition, and pain assessments to gain novel insight into muscle physiology from cellular to whole-body perspectives. Continued development of precise, non-invasive tools to investigate skeletal muscle are critical in informing impactful discoveries in exercise and rehabilitation science.
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Affiliation(s)
- Jonathan P Beausejour
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - Kevan S Knowles
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - Abigail T Wilson
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - L Colby Mangum
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - Ethan C Hill
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - William J Hanney
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - Adam J Wells
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - David H Fukuda
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - JeffreyR Stout
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
| | - Matt S Stock
- Institute of Exercise Physiology and Rehabilitation Science, University of Central Florida, Orlando, FL, United States
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Martin-Rodriguez S, Gonzalez-Henriquez JJ, Bautista IJ, Calbet JAL, Sanchis-Moysi J. Interplay of Muscle Architecture, Morphology, and Quality in Influencing Human Sprint Cycling Performance: A Systematic Review. SPORTS MEDICINE - OPEN 2024; 10:81. [PMID: 39026135 PMCID: PMC11258115 DOI: 10.1186/s40798-024-00752-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 07/05/2024] [Indexed: 07/20/2024]
Abstract
BACKGROUND This systematic review aimed to discern the relationships between muscle morphology, architecture, and quality with sprint cycling performance while considering the multifaceted nature of these relationships across diverse studies. METHODS Employing the PRISMA guidelines, an exhaustive search was performed across four primary databases: MEDLINE/PubMed, Web of Science, CINAHL Complete, and SPORTDiscus. The Methodological Index For Non-Randomised Studies (MINORS) was used to assess the methodological quality of the included studies. Out of 3971 initially identified records, only 10 studies met the eligibility criteria. RESULTS These investigations underscored the robust relationship of quadriceps muscle volume with peak power output (R2 from 0.65 to 0.82), suggesting its pivotal role in force production. In muscle architecture, the pennation angle and fascicle length showed varied associations with performance. Furthermore, muscle quality, as denoted by echo intensity, showed preliminary evidence of a potential inverse relationship with performance. The methodological quality assessment revealed varied scores, with the most consistent reporting on the aim, endpoints, and inclusion of consecutive patients. However, limitations were observed in the prospective calculation of study size and unbiased assessment of study endpoints. CONCLUSION Our findings indicate that muscle volume is a major determinant of sprint cycling performance. Muscle architecture and quality also impact performance, although in a more intricate way. The review calls for standardised methodologies in future research for a more comprehensive understanding and comparability of results. PROSPERO REGISTRATION NUMBER CRD42023432824 ( https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=432824 ).
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Affiliation(s)
- Saul Martin-Rodriguez
- Department of Physical Education, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, 35017, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), Canary Islands, Las Palmas de Gran Canaria, 35017, Spain
| | - Juan J Gonzalez-Henriquez
- Department of Mathematics, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, Spain
| | - Iker J Bautista
- Institute of Sport, Nursing, and Allied Health, University of Chichester, Chichister, PO19 6PE, UK
| | - Jose A L Calbet
- Department of Physical Education, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, 35017, Spain
- Research Institute of Biomedical and Health Sciences (IUIBS), Canary Islands, Las Palmas de Gran Canaria, 35017, Spain
- Department of Physical Performance, The Norwegian School of Sport Sciences, Postboks, 4014 Ulleval Stadion, Oslo, 0806, Norway
| | - Joaquin Sanchis-Moysi
- Department of Physical Education, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, 35017, Spain.
- Research Institute of Biomedical and Health Sciences (IUIBS), Canary Islands, Las Palmas de Gran Canaria, 35017, Spain.
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Wang Z, Taniguchi M, Saeki J, Ichihashi N. Effects of High-Velocity Versus Low-Velocity Resistance Training on Muscle Echo Intensity in Healthy Young Women: A Randomized Controlled Trial. Sports Health 2024:19417381241257181. [PMID: 38864295 PMCID: PMC11569634 DOI: 10.1177/19417381241257181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND Improving muscle quality to prevent and treat muscle dysfunction is critical. However, effective measures to improve muscle quality remain poorly understood. We investigated the effects of high- and low-velocity resistance training (RT) on muscle quality, mass, and function before and after an 8-week intervention. HYPOTHESIS High-velocity RT would improve muscle quality more effectively than low-velocity RT. STUDY DESIGN Randomized controlled trial. LEVEL OF EVIDENCE Level 1. METHODS A total of 33 healthy young women (23.1 ± 2.2 years) were assigned randomly to high-velocity (n = 16) or low-velocity (n = 17) groups. Both groups underwent concentric knee extension RT with a 60% 1-repetition maximum (1RM) load, performing 10 repetitions of 4 sets, 3 times per week for 8 weeks. The high-velocity group was instructed to complete each repetition as quickly as possible (mean repetition duration of 0.5 seconds), while the low-velocity group was required to execute each repetition in 3 seconds. Before and after the 8-week intervention, quadriceps femoris echo intensity (EI), muscle thickness (MT), isokinetic peak torque (60 and 300 deg/s), rate of velocity development (RVD) at 300 deg/s, and 1RM were assessed. Split-plot factorial design analysis of variance was used to compare the group × time interaction. RESULTS A group×time interaction was observed for EI (P < 0.01). Only the high-velocity group showed a significant reduction in EI after the intervention. MT revealed a main effect of time (P < 0.01), with both groups significantly increasing MT. RVD showed a group × time interaction (P < 0.05), with significant increase only in the high-velocity group. Isokinetic peak torque and 1RM showed main effects of time (P < 0.01), with significant increases in both groups. CONCLUSION High-velocity RT may be superior to low-velocity RT in enhancing muscle quality and RVD. CLINICAL RELEVANCE These results emphasize the importance of RT velocity for muscle quality improvement.
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Affiliation(s)
- Zimin Wang
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Masashi Taniguchi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
| | - Junya Saeki
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
- Department of Rehabilitation, Osaka Kawasaki Rehabilitation University, Japan
| | - Noriaki Ichihashi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Japan
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Girts RM, Harmon KK, Rodriguez G, Beausejour JP, Pagan JI, Carr JC, Garcia J, Stout JR, Fukuda DH, Stock MS. Sex differences in muscle-quality recovery following one week of knee joint immobilization and subsequent retraining. Appl Physiol Nutr Metab 2024; 49:805-817. [PMID: 38382056 DOI: 10.1139/apnm-2023-0242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Abstract
This manuscript represents the second phase of a clinical trial designed to examine the effects of knee joint immobilization and retraining on muscle strength and mass. In Phase 2, we examined sex differences in the recovery of multiple indices of muscle quality after a resistance training-based rehabilitation program. Following 1 week of immobilization, 27 participants (16 males, 11 females) exhibiting weakness underwent twice weekly resistance training sessions designed to re-strengthen their left knee. Unilateral retraining sessions utilizing leg press, extension, and curl exercises were conducted until participants could reproduce their pre-immobilization knee extension isometric maximal voluntary contraction (MVC) peak torque. Post-immobilization, both sexes demonstrated impaired MVC peak torque (males = -10.8%, females = -15.2%), specific torque (-9.8% vs. -13.1%), echo intensity of the vastus lateralis (+6.9% vs. +5.9%) and rectus femoris (+5.9% vs. +2.1), and extracellular water/intracellular water ratio (+7.8% vs. +9.0%). The number of retraining sessions for peak torque to return to baseline for males (median = 1, mean = 2.13) versus females (median = 2, mean = 2.91) was not significantly different, though the disparity in recovery times may be clinically relevant. Following retraining, specific torque was the only muscle-quality indicator that improved along with MVC peak torque (males = 20.1%, females = 22.4%). Our findings indicate that measures of muscle quality demonstrate divergent recovery rates following immobilization, with muscle mass lagging behind improvements in strength. Greater immobilization-induced strength loss among females suggests that sex-specific rehabilitation efforts may be justified.
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Affiliation(s)
- Ryan M Girts
- Department of Natural and Health Sciences, Pfeiffer University, Misenheimer, NC, USA
| | - Kylie K Harmon
- Department of Exercise ScienceSyracuse University, Syracuse, NY, USA
| | - Gabriela Rodriguez
- Institute of Exercise Physiology and Rehabilitation Science, School of Kinesiology and Rehabilitation Sciences, University of Central Florida, Orlando, FL, USA
| | - Jonathan P Beausejour
- Institute of Exercise Physiology and Rehabilitation Science, School of Kinesiology and Rehabilitation Sciences, University of Central Florida, Orlando, FL, USA
| | - Jason I Pagan
- Institute of Exercise Physiology and Rehabilitation Science, School of Kinesiology and Rehabilitation Sciences, University of Central Florida, Orlando, FL, USA
| | - Joshua C Carr
- Department of Kinesiology, Texas Christian University, Fort Worth, TX, USA
- Department of Medical Education, Anne Burnett Marion School of Medicine at Texas Christian University, Fort Worth, TX, USA
| | - Jeanette Garcia
- School of Sport Sciences West Virginia University, Morgantown, WV, USA
| | - Jeffrey R Stout
- Institute of Exercise Physiology and Rehabilitation Science, School of Kinesiology and Rehabilitation Sciences, University of Central Florida, Orlando, FL, USA
| | - David H Fukuda
- Institute of Exercise Physiology and Rehabilitation Science, School of Kinesiology and Rehabilitation Sciences, University of Central Florida, Orlando, FL, USA
| | - Matt S Stock
- Institute of Exercise Physiology and Rehabilitation Science, School of Kinesiology and Rehabilitation Sciences, University of Central Florida, Orlando, FL, USA
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21
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Campani F, Li Cavoli TV, Arena U, Marra F, Lynch EN, Campani C. Quick and easy assessment of sarcopenia in cirrhosis: Can ultrasound be the solution? World J Gastroenterol 2024; 30:2287-2293. [PMID: 38813055 PMCID: PMC11130576 DOI: 10.3748/wjg.v30.i17.2287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 03/16/2024] [Accepted: 04/15/2024] [Indexed: 04/30/2024] Open
Abstract
Cirrhosis is frequently associated with sarcopenia, with reported rates of over 80% in patients with decompensated alcohol-related liver disease. Sarcopenia negatively impacts the prognosis of cirrhotic patients and affects the response to treatment of patients with hepatocellular carcinoma (HCC). For these reasons, identifying an easy-to-perform method to assess sarcopenia in is a key element in the optimization of care in this patient population. Assessment of muscle mass by computed tomography is considered the standard of care for the diagnosis of sarcopenia, but exposure to radiation and high costs limit its application in this setting, especially for repeated assessments. We believe that ultrasound, a cheap and harmless technique also used for HCC screening in cirrhotic patients, could have an expanding role in the diagnosis and follow-up of sarcopenia in these patients.
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Affiliation(s)
- Francesca Campani
- Department of Health Science, University Hospital Careggi, University of Florence, Florence 50134, Italy
| | - Tancredi Vincenzo Li Cavoli
- Internal Medicine and Liver Unit, University Hospital Careggi, University of Florence, Florence 50134, Italy
| | - Umberto Arena
- Internal Medicine and Liver Unit, University Hospital Careggi, University of Florence, Florence 50134, Italy
| | - Fabio Marra
- Internal Medicine and Liver Unit, University Hospital Careggi, University of Florence, Florence 50134, Italy
- Department of Experimental and Clinical Medicine, University of Florence, Florence 50134, Italy
| | - Erica Nicola Lynch
- Gastroenterology Research Unit, Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, University of Florence, Florence 50134, Italy
- Department of Medical Biotechnologies, University of Siena, Siena 53100, Italy
| | - Claudia Campani
- Internal Medicine and Liver Unit, University Hospital Careggi, University of Florence, Florence 50134, Italy
- Department of Experimental and Clinical Medicine, University of Florence, Florence 50134, Italy
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22
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Johnston CD, Dewig DR, Pietrosimone B, Padua D, Ryan ED, Hart J, Spang J, Blackburn T. Longitudinal Changes in Quadriceps Morphology over the First 3 Months after Anterior Cruciate Ligament Reconstruction. Med Sci Sports Exerc 2024; 56:933-941. [PMID: 38109204 DOI: 10.1249/mss.0000000000003359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2023]
Abstract
PURPOSE Neuromuscular deficits and atrophy after anterior cruciate ligament reconstruction (ACLR) may be accompanied by changes in muscle composition and poor quadriceps muscle quality (QMQ). Quadriceps atrophy occurs after ACLR but improves within the first three postoperative months, yet this hypertrophy could be attributable to increases in noncontractile tissue (i.e., poor QMQ). The purposes of this study were to evaluate changes in QMQ after ACLR and to determine if changes in QMQ and cross-sectional area (CSA) occur in parallel or independently. METHODS A longitudinal prospective cohort design was implemented to evaluate QMQ and CSA in 20 individuals with ACLR and 12 healthy controls. Participants completed three testing sessions (baseline/presurgery, 1 month, and 3 months) during which ultrasound images were obtained from the vastus lateralis (VL) and rectus femoris (RF). QMQ was calculated as the echo intensity (EI) of each image, with high EI representing poorer QMQ. Anatomical CSA was also obtained from each image. RESULTS RF and VL EI were greater at 1 and 3 months in the ACLR limb compared with baseline and the contralateral limb and did not change between 1 and 3 months. VL and RF CSA in the ACLR limb were smaller at 1 and 3 months compared with the contralateral limb and controls (VL only) but increased from 1 to 3 months. Changes in QMQ and CSA were not correlated. CONCLUSIONS QMQ declines within the first month after ACLR and does not improve by 3 months although hypertrophy occurs, suggesting that these morphological characteristics change independently after ACLR. Poorer QMQ represents greater concentration of noncontractile tissues within the muscle and potentially contributes to chronic quadriceps dysfunction observed after ACLR.
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Affiliation(s)
| | - Derek R Dewig
- Department of Health and Human Performance, Fairmont State University, Fairmont, WV
| | - Brian Pietrosimone
- Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Darin Padua
- Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Eric D Ryan
- Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Joe Hart
- Department of Orthopaedics, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jeffrey Spang
- Department of Orthopaedics, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Troy Blackburn
- Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Chapel Hill, NC
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23
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Voskuil CC, Dudar MD, Carr JC. Exploring the Relationship between Ultrasonographic Measures of the Quadriceps and Knee Extensor Muscle Fitness in Endurance-Trained Individuals. TRANSLATIONAL SPORTS MEDICINE 2024; 2024:3415740. [PMID: 38654724 PMCID: PMC11023727 DOI: 10.1155/2024/3415740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 03/04/2024] [Accepted: 03/20/2024] [Indexed: 04/26/2024]
Abstract
Background B-mode ultrasonography is an accessible and cost-effective method to assess muscle size and quality through muscle thickness (MT) and echo intensity (EI), respectively. Muscle thickness and EI have demonstrated relationships with maximal strength and local muscle endurance, providing a noninvasive and efficient modality to examine muscle fitness. However, these relationships have not been quantified in the individual quadriceps muscles of habitually endurance-trained populations, which may provide information to practitioners regarding rehabilitation and performance. Methods Twenty-three participants (males: N = 10; females: N = 13) underwent B-mode ultrasonography to assess MT, EI, and adipose tissue thickness-corrected echo intensity (cEI) in the vastus intermedius (VI), vastus lateralis (VL), and rectus femoris (RF). Muscle fitness was evaluated through maximal strength (1RM) and local muscle endurance (4 sets to failure at 50% 1RM) during dynamic knee extension. Relationships between ultrasonography outcomes and muscle fitness were examined through stepwise multiple linear regression. Results The results indicate that VI cEI is the strongest predictor of 1RM strength (r = -0.643), while no ultrasonography-derived measures significantly predicted local muscle endurance. Conclusion The study demonstrates that ultrasonography, specifically measures of cEI in the VI, has the greatest association with maximal strength in endurance-trained individuals. These findings suggest monitoring VI muscle size and quality may benefit practitioners who aim to improve knee extension strength for performance or following injury. In addition, the findings support the use of EI examinations in trained populations.
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Affiliation(s)
- Caleb C. Voskuil
- Texas Christian University, Department of Kinesiology, Fort Worth, TX, USA
| | - Monique D. Dudar
- Texas Christian University, Department of Kinesiology, Fort Worth, TX, USA
| | - Joshua C. Carr
- Texas Christian University, Department of Kinesiology, Fort Worth, TX, USA
- Department of Medical Education, Anne Burnett Marion School of Medicine at Texas Christian University, Fort Worth, TX, USA
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24
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Terzis G, Vekaki E, Papadopoulos C, Papadimas G, Stasinaki AN. Muscle Ultrasound Echo Intensity and Fiber Type Composition in Young Females. J Funct Morphol Kinesiol 2024; 9:64. [PMID: 38651422 PMCID: PMC11036197 DOI: 10.3390/jfmk9020064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 03/28/2024] [Accepted: 04/02/2024] [Indexed: 04/25/2024] Open
Abstract
Ultrasonography has been extensively used to evaluate skeletal muscle morphology. The echo intensity, i.e., the mean pixel intensity of a specific region of interest in an ultrasound image, may vary among muscles and individuals with several intramuscular parameters presumed to influence it. The purpose of this study was to investigate the correlation between muscle echo intensity and muscle fiber type composition in humans. Thirteen female physical education students (age: 22.3 ± 5.4 years, height: 1.63 ± 0.06 m, body mass: 59.9 ± 7.4 kg) with no history of systematic athletic training participated in the study. Body composition with dual X-ray absorptiometry, leg-press maximum strength (1-RM), echo intensity, and the cross-sectional area (CSA) of the vastus lateralis (VL) muscle according to ultrasonography were measured. Muscle biopsies were harvested from the VL site where the echo intensity was measured. VL echo intensity was not significantly correlated with the percentage of type I muscle fibers or with the percentage area of type I muscle fibers. However, when VL echo intensity was corrected for the subcutaneous fat thickness at the site of the measurement, it was significantly correlated with the percentage of type I muscle fibers (r = 0.801, p < 0.01) and the percentage area of type I muscle fibers (r = 0.852, p < 0.01). These results suggest that the echo intensity of the vastus lateralis muscle corrected for the subcutaneous fat thickness at the measurement site may provide an estimate of the muscle fiber type composition, at least in young moderately trained females.
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Affiliation(s)
- Gerasimos Terzis
- Sports Performance Laboratory, School of Physical Education and Sport Science, National and Kapodistrian University of Athens, 17237 Athens, Greece; (E.V.); (A.-N.S.)
| | - Eftychia Vekaki
- Sports Performance Laboratory, School of Physical Education and Sport Science, National and Kapodistrian University of Athens, 17237 Athens, Greece; (E.V.); (A.-N.S.)
| | - Constantinos Papadopoulos
- A’ Neurology Department, Aiginition Hospital, School of Health Sciences, National and Kapodistrian University of Athens, 11528 Athens, Greece; (C.P.); (G.P.)
| | - Giorgos Papadimas
- A’ Neurology Department, Aiginition Hospital, School of Health Sciences, National and Kapodistrian University of Athens, 11528 Athens, Greece; (C.P.); (G.P.)
| | - Angeliki-Nikoletta Stasinaki
- Sports Performance Laboratory, School of Physical Education and Sport Science, National and Kapodistrian University of Athens, 17237 Athens, Greece; (E.V.); (A.-N.S.)
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25
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Harkey MS, Michel N, Grozier C, Slade JM, Collins K, Pietrosimone B, Lalush D, Lisee C, Hacihaliloglu I, Fajardo R. Femoral cartilage ultrasound echo-intensity is a valid measure of cartilage composition. J Orthop Res 2024; 42:729-736. [PMID: 37874323 PMCID: PMC10978297 DOI: 10.1002/jor.25722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 08/17/2023] [Accepted: 10/17/2023] [Indexed: 10/25/2023]
Abstract
This study aimed to create a conversion equation that accurately predicts cartilage magnetic resonance imaging (MRI) T2 relaxation times using ultrasound echo-intensity and common participant demographics. We recruited 15 participants with a primary anterior cruciate ligament reconstruction between the ages of 18 and 35 years at 1-5 years after surgery. A single investigator completed a transverse suprapatellar scan with the ACLR limb in max knee flexion to image the femoral trochlea cartilage. A single reader manually segmented the femoral cartilage cross-sectional area to assess the echo-intensity (i.e., mean gray-scale pixel value). At a separate visit, a T2 mapping sequence with the MRI beam set to an oblique angle was used to image the femoral trochlea cartilage. A single reader manually segmented the cartilage cross-sectional area on a single MRI slice to assess the T2 relaxation time. A stepwise, multiple linear regression was used to predict T2 relaxation time from cartilage echo-intensity and common demographic variables. We created a conversion equation using the regression betas and then used an ICC and Bland-Altman plot to assess agreement between the estimated and true T2 relaxation time. Cartilage ultrasound echo-intensity and age significantly predicted T2 relaxation time (F = 7.33, p = 0.008, R2 = 0.55). When using the new conversion equation to estimate T2 relaxation time from cartilage echo-intensity and age, there was strong agreement between the estimated and true T2 relaxation time (ICC2,k = 0.84). This study provides promising preliminary data that cartilage echo-intensity combined with age can be used as a clinically accessible tool for evaluating cartilage composition.
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Affiliation(s)
- Matthew S Harkey
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
| | - Nicholas Michel
- College of Osteopathic Medicine, Michigan State University, East Lansing, Michigan, USA
| | - Corey Grozier
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
| | - Jill M Slade
- Department of Radiology, Michigan State University, East Lansing, Michigan, USA
| | - Katherine Collins
- Department of Kinesiology, Michigan State University, East Lansing, Michigan, USA
| | - Brian Pietrosimone
- Department of Exercise and Sports Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - David Lalush
- Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Caroline Lisee
- Department of Exercise and Sports Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ilker Hacihaliloglu
- Department of Radiology, Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Ryan Fajardo
- Department of Radiology, Michigan State University, East Lansing, Michigan, USA
- Lansing Radiology Associates, Lansing, Michigan, USA
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Namsawang J, Srijunto W, Werasirirat P, Snieckus A, Bradauskiene K, Kamandulis S, Muanjai P. The effects of 6-week home-based static stretching, dynamic stretching, or eccentric exercise interventions on muscle-tendon properties and functional performance in older women. J Exerc Sci Fit 2024; 22:117-126. [PMID: 38283890 PMCID: PMC10820338 DOI: 10.1016/j.jesf.2024.01.001] [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: 03/29/2023] [Revised: 12/20/2023] [Accepted: 01/03/2024] [Indexed: 01/30/2024] Open
Abstract
Background Joint inflexibility is acknowledged as a significant contributor to functional limitations in the older adult, with lengthening-type exercises identified as a potential remedial approach. Nevertheless, the responses to eccentric exercise in female older adults have not been extensively studied especially in home-based environment. Here, we aimed to assess the effectiveness of home-based static stretching (ST), dynamic closed-chain stretching (DCS), or eccentric exercise (ECC) interventions on flexibility, musculotendinous architecture, and functional ability in healthy older women. Methods We randomly assigned 51 healthy older women (age 65.9 ± 3.4 years) to one of three interventional exercise groups: DCS (N = 17), ECC (N = 17), or ST (N = 17). The training was performed 3 times a week for 6 weeks. The participants' musculotendinous stiffness, fascicle length, eccentric strength, and functional capacities were measured before the intervention, after 6 weeks of exercise, and at a 1-month follow-up. Results The results showed that all three interventions improved hamstring flexibility and passive ankle dorsiflexion (p < 0.001), with increased biceps femoris and medial gastrocnemius fascicle length (p < 0.01). However, there was no significant change in musculotendinous stiffness. The ECC intervention produced a greater improvement in knee flexor and calf eccentric peak torque (p < 0.05), and gait speed (p = 0.024) than the other two interventions. The changes in flexibility and knee flexor strength remained for up to 4 weeks after detraining. Conclusion In conclusion, the present study suggests that home-based ECC may be more beneficial in enhancing physical capacities in older women compared with either DCS or SS interventions.
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Affiliation(s)
- Juntip Namsawang
- Department of Physical Therapy, Allied Health Sciences Faculty, Burapha University, Chonburi, Thailand
- Exercise and Nutrition Innovation and Sciences Research Unit, Burapha University, Chonburi, Thailand
| | - Wirasinee Srijunto
- Department of Physical Therapy, Allied Health Sciences Faculty, Burapha University, Chonburi, Thailand
| | - Phurichaya Werasirirat
- Department of Physical Therapy, Allied Health Sciences Faculty, Burapha University, Chonburi, Thailand
- Exercise and Nutrition Innovation and Sciences Research Unit, Burapha University, Chonburi, Thailand
| | - Audrius Snieckus
- Institute of Sport Science and Innovations, Lithuanian Sports University, Kaunas, Lithuania
| | | | - Sigitas Kamandulis
- Institute of Sport Science and Innovations, Lithuanian Sports University, Kaunas, Lithuania
| | - Pornpimol Muanjai
- Department of Physical Therapy, Allied Health Sciences Faculty, Burapha University, Chonburi, Thailand
- Exercise and Nutrition Innovation and Sciences Research Unit, Burapha University, Chonburi, Thailand
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Rosahl SC, Rauschendorfer P, Arndt L, Voigtmann T, Mittag U, Rittweger J. Ex-vivo validation of spatial gain sonography for the quantification of echo intensity in fascicle-aligned ultrasound images in ten anatomical muscles in Bos taurus. Sci Rep 2024; 14:3808. [PMID: 38360989 PMCID: PMC10869723 DOI: 10.1038/s41598-024-53852-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Accepted: 02/06/2024] [Indexed: 02/17/2024] Open
Abstract
This study aimed to validate the concept of spatial gain sonography for quantifying texture-related echo intensity in B-mode ultrasound of skeletal muscle. Fifty-one bovine muscles were scanned postmortem using B-mode ultrasonography at varying fascicle probe angles (FPA). The relationship between mean gray values (MGV) and FPA was fitted with a sinusoidal and a linear function, the slope of which was defined as tilt echo gain (TEG). Macroscopic muscle cross sections were optically analyzed for intramuscular connective tissue (IMCT) content which was plotted against MGV at 0° FPA (MGV_00). MGV peaked at FPA 0°. Sine fits were superior to linear fits (adjusted r2-values 0.647 vs. 0.613), especially for larger FPAs. In mixed models, the pennation angle was related to TEG (P < 0.001) and MGV_00 (P = 0.035). Age was relevant for MGV_00 (P < 0.001), but not TEG (P > 0.10). The correlation between the IMCT percentage and MGV_00 was significant but weak (P = 0.026; adjusted r2 = 0.103). The relationship between fascicle probe angle and echo intensity in B-mode ultrasound can be modeled more accurately with a sinusoidal but more practically for clinical use with a linear fit. The peak mean gray value MGV_00 can be used to compare echo intensity across muscles without the bias of pennation angle.
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Affiliation(s)
- Sophie C Rosahl
- Institute of Aerospace Medicine, German Aerospace Center (DLR), Cologne, Germany.
| | | | - Lukas Arndt
- Institute of Aerospace Medicine, German Aerospace Center (DLR), Cologne, Germany
| | - Thomas Voigtmann
- Institute of Material Physics in Space, German Aerospace Center (DLR), Cologne, Germany
- Institute of Theoretical Physics, Heinrich-Heine-Universität, Düsseldorf, Germany
| | - Uwe Mittag
- Institute of Aerospace Medicine, German Aerospace Center (DLR), Cologne, Germany
| | - Jörn Rittweger
- Institute of Aerospace Medicine, German Aerospace Center (DLR), Cologne, Germany
- Department of Pediatrics and Adolescent Medicine, University Hospital Cologne, Cologne, Germany
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Träger AP, Günther JS, Raming R, Paulus LP, Lang W, Meyer A, Kempf J, Caranovic M, Li Y, Wagner AL, Tan L, Danko V, Trollmann R, Woelfle J, Klett D, Neurath MF, Regensburger AP, Eckstein M, Uter W, Uder M, Herrmann Y, Waldner MJ, Knieling F, Rother U. Hybrid ultrasound and single wavelength optoacoustic imaging reveals muscle degeneration in peripheral artery disease. PHOTOACOUSTICS 2024; 35:100579. [PMID: 38312805 PMCID: PMC10835356 DOI: 10.1016/j.pacs.2023.100579] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 10/18/2023] [Accepted: 11/29/2023] [Indexed: 02/06/2024]
Abstract
Peripheral arterial disease (PAD) leads to chronic vascular occlusion and results in end organ damage in critically perfused limbs. There are currently no clinical methods available to determine the muscular damage induced by chronic mal-perfusion. This monocentric prospective cross-sectional study investigated n = 193 adults, healthy to severe PAD, in order to quantify the degree of calf muscle degeneration caused by PAD using a non-invasive hybrid ultrasound and single wavelength optoacoustic imaging (US/SWL-OAI) approach. While US provides morphologic information, SWL-OAI visualizes the absorption of pulsed laser light and the resulting sound waves from molecules undergoing thermoelastic expansion. US/SWL-OAI was compared to multispectral data, clinical disease severity, angiographic findings, phantom experiments, and histological examinations from calf muscle biopsies. We were able to show that synergistic use of US/SWL-OAI is most likely to map clinical degeneration of the muscle and progressive PAD.
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Affiliation(s)
- Anna P. Träger
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
- Faculty of Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
| | - Josefine S. Günther
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
- Faculty of Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
| | - Roman Raming
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Lars-Philip Paulus
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Werner Lang
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
| | - Alexander Meyer
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
| | - Julius Kempf
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
- Faculty of Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
| | - Milenko Caranovic
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
- Faculty of Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
| | - Yi Li
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
- Faculty of Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
| | - Alexandra L. Wagner
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Lina Tan
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Vera Danko
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Regina Trollmann
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Joachim Woelfle
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Daniel Klett
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Ulmenweg 18, D-91054 Erlangen, Germany
| | - Markus F. Neurath
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Ulmenweg 18, D-91054 Erlangen, Germany
- Deutsches Zentrum für Immuntherapie (DZI), University Hospital Erlangen, Ulmenweg 18, D-91054 Erlangen, Germany
- Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander-Universität Erlangen-Nürnberg, Paul-Gordan-Straße 6, D-91052 Erlangen, Germany
| | - Adrian P. Regensburger
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Markus Eckstein
- Department of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstrasse 8-10, D-91054 Erlangen, Germany
| | - Wolfgang Uter
- Department of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander-Universität Erlangen-Nürrnberg (FAU), Waldstraße 6, D-91054 Erlangen, Germany
| | - Michael Uder
- Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander, Universität Erlangen-Nürnberg (FAU), Maximiliansplatz 1, D-91054 Erlangen, Germany
| | - Yvonne Herrmann
- Department of Pediatric Cardiology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Maximilian J. Waldner
- Department of Medicine 1, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Ulmenweg 18, D-91054 Erlangen, Germany
- Deutsches Zentrum für Immuntherapie (DZI), University Hospital Erlangen, Ulmenweg 18, D-91054 Erlangen, Germany
- Erlangen Graduate School in Advanced Optical Technologies (SAOT), Friedrich-Alexander-Universität Erlangen-Nürnberg, Paul-Gordan-Straße 6, D-91052 Erlangen, Germany
| | - Ferdinand Knieling
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nuremberg (FAU), Loschgestraße 15, D-91054 Erlangen, Germany
| | - Ulrich Rother
- Department of Vascular Surgery, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Krankenhausstraße 12, D-91054 Erlangen, Germany
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Buffet-García J, Plaza-Manzano G, Varol U, Ríos-León M, Díaz-Arribas MJ, Álvarez-González J, Sánchez-Jorge S, Valera-Calero JA. Reliability of Panoramic Ultrasound in Assessing Rectus Femoris Size, Shape, and Brightness: An Inter-Examiner Study. Bioengineering (Basel) 2024; 11:82. [PMID: 38247959 PMCID: PMC10813357 DOI: 10.3390/bioengineering11010082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/02/2024] [Accepted: 01/14/2024] [Indexed: 01/23/2024] Open
Abstract
Extended field-of-view ultrasound (US) imaging, also known as panoramic US, represents a technical advance that allows for complete visualization of large musculoskeletal structures, which are often limited in conventional 2D US images. Currently, there is no evidence examining whether the experience of examiners influences muscle shape deformations that may arise during the glide of the transducer in panoramic US acquisition. As no studies using panoramic US have analyzed whether two examiners with differing levels of experience might obtain varying scores in size, shape, or brightness during the US assessment of the rectus femoris muscle, our aim was to analyze the inter-examiner reliability of panoramic US imaging acquisition in determining muscle size, shape, and brightness between two examiners. Additionally, we sought to investigate whether the examiners' experience plays a significant role in muscle deformations during imaging acquisition by assessing score differences. Shape (circularity, aspect ratio, and roundness), size (cross-sectional area and perimeter), and brightness (mean echo intensity) were analyzed in 39 volunteers. Intraclass correlation coefficients (ICCs), standard error of measurements (SEM), minimal detectable changes (MDC), and coefficient of absolute errors (CAE%) were calculated. All parameters evaluated showed no significant differences between the two examiners (p > 0.05). Panoramic US proved to be reliable, regardless of examiner experience, as no deformations were observed. Further research is needed to corroborate the validity of panoramic US by comparing this method with gold standard techniques.
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Affiliation(s)
- Jorge Buffet-García
- Department of Physiotherapy, Faculty of Health, Universidad Francisco de Vitoria, 28223 Pozuelo de Alarcón, Spain; (J.B.-G.); (J.Á.-G.)
| | - Gustavo Plaza-Manzano
- Department of Radiology, Rehabilitation and Physiotherapy, Universidad Complutense de Madrid, 28040 Madrid, Spain; (G.P.-M.); (M.J.D.-A.); (J.A.V.-C.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, 28040 Madrid, Spain
| | - Umut Varol
- Escuela Internacional de Doctorado, Universidad Rey Juan Carlos, 28922 Alcorcón, Spain;
| | - Marta Ríos-León
- Sensorimotor Function Group, Hospital Nacional de Parapléjicos, Servicio de Salud de Castilla-La Mancha (SESCAM), 45004 Toledo, Spain;
- Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), 45004 Toledo, Spain
| | - María José Díaz-Arribas
- Department of Radiology, Rehabilitation and Physiotherapy, Universidad Complutense de Madrid, 28040 Madrid, Spain; (G.P.-M.); (M.J.D.-A.); (J.A.V.-C.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, 28040 Madrid, Spain
| | - Javier Álvarez-González
- Department of Physiotherapy, Faculty of Health, Universidad Francisco de Vitoria, 28223 Pozuelo de Alarcón, Spain; (J.B.-G.); (J.Á.-G.)
| | - Sandra Sánchez-Jorge
- Department of Physiotherapy, Faculty of Health, Universidad Francisco de Vitoria, 28223 Pozuelo de Alarcón, Spain; (J.B.-G.); (J.Á.-G.)
| | - Juan Antonio Valera-Calero
- Department of Radiology, Rehabilitation and Physiotherapy, Universidad Complutense de Madrid, 28040 Madrid, Spain; (G.P.-M.); (M.J.D.-A.); (J.A.V.-C.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos, 28040 Madrid, Spain
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30
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Umehara J, Yagi M, Ueda Y, Nojiri S, Kobayashi K, Tachibana T, Nobuhara K, Ichihashi N. Compensation strategy of shoulder synergist muscles is not stereotypical in patients with rotator cuff repair. J Orthop Res 2024; 42:21-31. [PMID: 37292048 DOI: 10.1002/jor.25641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 05/31/2023] [Accepted: 06/07/2023] [Indexed: 06/10/2023]
Abstract
Rotator cuff tear is a common shoulder injury that causes shoulder dysfunction and pain. Although surgical repair is the primary treatment for rotator cuff tear, it is well recognized that impaired force exertion of muscles connecting to the involved tendon and subsequent complemental change in the force exertion of synergist muscles persist even after repair. This study aimed to identify the compensation strategy of shoulder abductors by examining how synergist muscles respond to supraspinatus (SSP) muscle force deficit in patients with rotator cuff repair. Muscle shear modulus, an index of muscle force, was assessed for SSP, infraspinatus, upper trapezius, and middle deltoid muscles in repaired and contralateral control shoulders of 15 patients with unilateral tendon repair of the SSP muscle using ultrasound shear wave elastography while the patients passively or actively held their arm in shoulder abduction. In the repaired shoulder, the shear modulus of the SSP muscle declined, whereas that of other synergist muscles did not differ relative to that of the control. To find the association between the affected SSP and each of the synergist muscles, a regression analysis was used to assess the shear moduli at the population level. However, no association was observed between them. At the individual level, there was a tendency of variation among patients with regard to a specific muscle whose shear modulus complementarily increased. These results suggest that the compensation strategy for SSP muscle force deficit varies among individuals, being nonstereotypical in patients with rotator cuff injury.
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Affiliation(s)
- Jun Umehara
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Faculty of Rehabilitation, Kansai Medical University, Osaka, Japan
| | - Masahide Yagi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yasuyuki Ueda
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Faculty of Health Science, Takarazuka University of Medical and Healthcare, Takarazuka, Japan
| | - Shusuke Nojiri
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Kotono Kobayashi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | | | | | - Noriaki Ichihashi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
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31
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Takahashi M, Tamura Y, Tsurumi T, Terashima M, Takahashi H, Tamiya H, Furuya T, Nakatani Y, Otani N, Yasu T. Skeletal Muscle Quality Assessment in Patients With Cardiac Disease Associated With Type 2 Diabetes Mellitus: A Pilot Study. Cureus 2024; 16:e51897. [PMID: 38333459 PMCID: PMC10849938 DOI: 10.7759/cureus.51897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2024] [Indexed: 02/10/2024] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) is associated with changes in skeletal muscle quantity and quality, such as increased ectopic fat. Cardiac rehabilitation (CR) aims to improve the exercise capacity and muscle strength. This study aimed to determine the relationship between qualitative changes in the skeletal muscles and exercise function in patients with and without diabetes mellitus. Methods The study included patients with cardiovascular diseases who entered CR. Of 72 CR patients (68.1±9.0 years) who underwent a cardiopulmonary exercise test and skeletal muscle assessment at discharge, 15 patients with T2DM and 15 without DM were selected using propensity score matching by age and gender. Results No significant differences in the skeletal muscle echo intensity (EI) (T2DM: 58.4, Non-DM: 53.4, p=0.32), skeletal muscle index (T2DM: 7.5 kg/m2, Non-DM: 7.2 kg/m2, p=0.36), or the weight-bearing index (WBI)(T2DM: 0.44, Non-DM: 0.50, p=0.35) existed between the two groups. The phase angle (PhA) (T2DM: 3.67°, Non-DM: 4.49°, p<0.05) and peak oxygen uptake (T2DM: 12.3 mL/kg/min, Non-DM: 14.8 mL/kg/min, p<0.05) were significantly lower in the T2DM group. PhA values showed a significant correlation with the WBI, a parameter of lower limb muscle strength (r=0.50, p<0.05). Conclusion The coexistence of cardiovascular disease and T2DM resulted in a decrease in the PhA, indicating a qualitative decrease in skeletal muscle mass. The PhA is also associated with lower limb muscle strength.
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Affiliation(s)
- Momo Takahashi
- Department of Rehabilitation, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
| | - Yuma Tamura
- Department of Rehabilitation, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
| | - Tomoki Tsurumi
- Department of Rehabilitation, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
| | - Masato Terashima
- Department of Rehabilitation, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
| | - Harunori Takahashi
- Department of Rehabilitation, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
| | - Hajime Tamiya
- Department of Physical Therapy, Niigata University of Health and Welfare, Niigata, JPN
| | - Tomoki Furuya
- Department of Cardiovascular Medicine and Nephrology, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
| | - Yuki Nakatani
- Department of Diabetes and Endocrinology, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
| | - Naoyuki Otani
- Department of Cardiology, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
| | - Takanori Yasu
- Department of Cardiovascular Medicine and Nephrology, Dokkyo Medical University Nikko Medical Center, Nikko, JPN
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32
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Wu Y, Barrere V, Ashir A, Han A, Chen X, Jerban S, Murphy ME, Andre MP, Shah SB, Chang EY. High-frequency Quantitative Ultrasound Imaging of Human Rotator Cuff Muscles: Assessment of Repeatability and Reproducibility. ULTRASONIC IMAGING 2024; 46:56-70. [PMID: 37981826 PMCID: PMC11170563 DOI: 10.1177/01617346231207404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
This study evaluated the repeatability and reproducibility of using high-frequency quantitative ultrasound (QUS) measurement of backscatter coefficient (BSC), grayscale analysis, and gray-level co-occurrence matrix (GLCM) textural analysis, to characterize human rotator cuff muscles. The effects of varying scanner settings across two different operators and two US systems were investigated in a healthy volunteer with normal rotator cuff muscles and a patient with chronic massive rotator cuff injury and substantial muscle degeneration. The results suggest that BSC is a promising method for assessing rotator cuff muscles in both control and pathological subjects, even when operators were free to adjust system settings (depth, level of focus, and time-gain compensation). Measurements were repeatable and reproducible across the different operators and ultrasound imaging platforms. In contrast, grayscale and GLCM analyses were found to be less reliable in this setting, with significant measurement variability. Overall, the repeatability and reproducibility measurements of BSC indicate its potential as a diagnostic tool for rotator cuff muscle evaluation.
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Affiliation(s)
- Yuanshan Wu
- Department of Bioengineering, University of California, San Diego, United States
- Department of Orthopaedic Surgery, University of California, San Diego, United States
| | - Victor Barrere
- Department of Orthopaedic Surgery, University of California, San Diego, United States
- Research Service, VA San Diego Healthcare System, San Diego, United States
| | - Aria Ashir
- Department of Radiology, Santa Barbara Cottage Hospital, Santa Barbara, United States
| | - Aiguo Han
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute and State University, United States
| | - Xiaojun Chen
- Department of Radiology, University of California, San Diego, United States
- Fifth Affiliated Hospital of Sun Yat-sen University, Radiology, Zhu Hai, China
| | - Saeed Jerban
- Research Service, VA San Diego Healthcare System, San Diego, United States
- Department of Radiology, University of California, San Diego, United States
| | - Mark E. Murphy
- Orthopaedic Surgery Service, VA San Diego Healthcare System
| | - Michael P. Andre
- Research Service, VA San Diego Healthcare System, San Diego, United States
- Department of Radiology, University of California, San Diego, United States
| | - Sameer B. Shah
- Department of Bioengineering, University of California, San Diego, United States
- Department of Orthopaedic Surgery, University of California, San Diego, United States
- Research Service, VA San Diego Healthcare System, San Diego, United States
| | - Eric Y. Chang
- Research Service, VA San Diego Healthcare System, San Diego, United States
- Department of Radiology, University of California, San Diego, United States
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Buffet-García J, Vicente-Campos D, López-Redondo M, Sánchez-Jorge S, Álvarez-González J, Plaza-Manzano G, Seijas-Fernández T, Valera-Calero JA. Association between Gray-Scale Ultrasound Imaging and Serological Creatine Kinase for Quantifying Exercise-Induced Muscle Damage: An Observational Study. Bioengineering (Basel) 2023; 11:40. [PMID: 38247917 PMCID: PMC10813524 DOI: 10.3390/bioengineering11010040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 12/14/2023] [Accepted: 12/27/2023] [Indexed: 01/23/2024] Open
Abstract
Limited evidence has verified if ultrasound imaging (US) can detect post-exercise muscle damage based on size, shape, and brightness metrics. This study aimed to analyze the correlation between creatine kinase (CK) concentration and (as a biomarker of muscle damage) changes in US gray-scale metrics after an exercise-induced muscle damage protocol. An observational study was conducted at a private university lab located in Madrid. Twenty-five untrained and asymptomatic volunteers were enrolled in this study. Baseline demographic data and body composition metrics were collected. In addition, the rectus femoris US data and CK concentration were assessed at baseline and after inducing muscle damage (24 and 48 h later). After calculating time differences for all the outcomes, the correlation between the changes observed with US and biomarkers was assessed. Significant CK concentration increases were found 24 h (p = 0.003) and 48 h (p < 0.001) after exercise. However, no significant changes in muscle size, shape, or brightness were found in any location (p > 0.05 for all). In addition, no significant associations were found between CK changes and US changes (p > 0.05 for all). Gray-scale US is not a sensitive tool for detecting muscle damage, as a protocol of exercise-induced muscle damage confirmed with CK produced no significant gray-scale US changes after 24 or 48 h. In addition, US and CK changes after 24 and 48 h were not associated with each other.
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Affiliation(s)
- Jorge Buffet-García
- Faculty of Health Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (J.B.-G.); (D.V.-C.); (M.L.-R.); (S.S.-J.); (J.Á.-G.)
| | - Davinia Vicente-Campos
- Faculty of Health Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (J.B.-G.); (D.V.-C.); (M.L.-R.); (S.S.-J.); (J.Á.-G.)
| | - Mónica López-Redondo
- Faculty of Health Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (J.B.-G.); (D.V.-C.); (M.L.-R.); (S.S.-J.); (J.Á.-G.)
| | - Sandra Sánchez-Jorge
- Faculty of Health Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (J.B.-G.); (D.V.-C.); (M.L.-R.); (S.S.-J.); (J.Á.-G.)
| | - Javier Álvarez-González
- Faculty of Health Sciences, Universidad Francisco de Vitoria, 28223 Madrid, Spain; (J.B.-G.); (D.V.-C.); (M.L.-R.); (S.S.-J.); (J.Á.-G.)
| | - Gustavo Plaza-Manzano
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (G.P.-M.); (T.S.-F.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Tamara Seijas-Fernández
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (G.P.-M.); (T.S.-F.)
| | - Juan Antonio Valera-Calero
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (G.P.-M.); (T.S.-F.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain
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Zhong Y, Liu X, Lin T. The Relationship between Muscle Ultrasound Parameters and Diabetic Peripheral Neuropathy among Patients with Type 2 Diabetes Mellitus: A Cross-Sectional Study. J Diabetes Res 2023; 2023:8897065. [PMID: 38148834 PMCID: PMC10751167 DOI: 10.1155/2023/8897065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 11/20/2023] [Accepted: 12/07/2023] [Indexed: 12/28/2023] Open
Abstract
Background Muscle dysfunction is an early complication of diabetic peripheral neuropathy (DPN). As a convenient and low-cost tool, muscle ultrasound has been used to assess muscle quality and muscle mass. However, the relationship between different muscle ultrasound parameters and DPN is unclear. Objectives This study was designed to investigate the relationship between ultrasound parameters of different muscles and DPN among patients with type 2 diabetes mellitus, including the rectus femoris (RF), tibialis anterior (TA), and medial head of gastrocnemius (MG). Materials and Methods The research enrolled 90 patients with type 2 diabetes mellitus (T2DM). All images were attained from both sides. Muscle measurements contained muscle thickness (MT), cross-sectional area (CSA), echo intensity (EI), and corrected EI. The binary logistic regression and multiple linear regression were used to investigate the association between muscle ultrasound parameters and DPN or vibration perception threshold (VPT). Results EI, corrected EI, MT of MG, and EI of TA were associated with DPN separately after adjusting other clinical variates. Among these muscle parameters, the EI of MG had a better predictive value (OR: 1.114, 95% CI: 1.039, 1.196) of DPN. Combined with CSA of RF, peripheral artery disease (PAD), and sex, the corrected EI of MG was associated with the vibration perception threshold (VPT) (standard β = 0.242, p < 0.001), better than the EI of MG (standard β = 0.215, p = 0.002). Conclusions MG (MT, EI, and corrected EI) and TA (EI) were associated with DPN, respectively. CSA of RF and corrected EI or EI of MG combined with PAD and sex were associated with VPT significantly, which supported that muscle ultrasound might be a substantial quantitative tool for detecting the exercise benefits for DPN.
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Affiliation(s)
- Yanling Zhong
- Department of Ultrasound, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong 515000, China
- Shantou University Medical College, Shantou, Guangdong 515000, China
| | - Xiaojia Liu
- Department of Ultrasound, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong 515000, China
| | - Teng Lin
- Department of Ultrasound, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong 515000, China
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Grozier C, Keen M, Collins K, Tolzman J, Fajardo R, Slade JM, Kuenze C, Harkey MS. Rectus Femoris Ultrasound Echo Intensity Is a Valid Estimate of Percent Intramuscular Fat in Patients Following Anterior Cruciate Ligament Reconstruction. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:2590-2595. [PMID: 37770296 PMCID: PMC10595047 DOI: 10.1016/j.ultrasmedbio.2023.08.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 08/24/2023] [Accepted: 08/31/2023] [Indexed: 09/30/2023]
Abstract
OBJECTIVE The aim of the work described here was to evaluate quadriceps muscle ultrasound metrics and common demographic variables to create a conversion equation that validly predicts magnetic resonance imaging (MRI) percent intramuscular fat after anterior cruciate ligament reconstruction (ACLR). METHODS We recruited 15 participants between the ages of 18 and 35 y who were 1-5 y post-ACLR. For the MRI assessment, we used an iterative decomposition of water and fat with echo asymmetry and least-squares estimation (IDEAL) sequence to assess the mid-thigh. A single reader manually segmented the rectus femoris on two consecutive MRI slices using ITK-Snap to estimate the percent intramuscular fat. For the ultrasound assessment, a single investigator captured transverse panoramic ultrasound images of the mid-thigh with the participant positioned supine and the knee flexed to 30°. A separate single reader used ImageJ to manually segment the rectus femoris ultrasound images. Ultrasound metrics included muscle cross-sectional area, echo intensity and subcutaneous fat thickness. A stepwise linear multiple regression was used to develop an equation to predict MRI percent intramuscular fat using the ultrasound metrics and common demographics (i.e., age, sex, height, mass). Additionally, intraclass correlation coefficients (ICC2,k) and Bland-Altman plots were used to assess the agreement between true and estimated percent intramuscular fat. RESULTS Echo intensity and age significantly predicted MRI intramuscular fat percent (p = 0.003, r2 = 0.62). When using the conversion equation, there was high agreement (ICC2,k = 0.87, 95% confidence interval: 0.62-0.96) between the estimated and true percent intramuscular fat. CONCLUSION Our patient population-specific conversion equation that uses quadriceps muscle ultrasound echo intensity and age is a valid estimate of MRI percent intramuscular fat.
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Affiliation(s)
- Corey Grozier
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA
| | - Megan Keen
- College of Osteopathic Medicine, Michigan State University, East Lansing, MI, USA
| | - Katherine Collins
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA
| | - Jessica Tolzman
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA
| | | | - Jill M Slade
- Department of Radiology, Michigan State University, East Lansing, MI, USA
| | - Christopher Kuenze
- Department of Kinesiology, University of Virginia, Charlottesville, VA, USA
| | - Matthew S Harkey
- Department of Kinesiology, Michigan State University, East Lansing, MI, USA.
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Yuan H, Kim M. Meta-Analysis on the Association between Echo Intensity, Muscle Strength, and Physical Function in Older Individuals. Ann Geriatr Med Res 2023; 27:329-337. [PMID: 37743684 PMCID: PMC10772333 DOI: 10.4235/agmr.23.0101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 09/01/2023] [Accepted: 09/13/2023] [Indexed: 09/26/2023] Open
Abstract
BACKGROUND The use of ultrasonographic echo intensity (EI) to evaluate skeletal muscle quality and its effects on strength, explosive power, and physical function (PF) in older individuals remains unclear. This meta-analysis evaluated the associations among EI, muscle strength (MS), and PF in older individuals. METHODS We conducted a systematic search of the PubMed, Embase, Web of Science, SPORT Discus, and CINAHL databases through October 2022 to identify primary studies examining the association between EI and MS/PF. Effect sizes were computed using a random-effects model and presented using forest plots. Pearson correlation coefficient (r) and I2 statistics were used to measure heterogeneity. RESULTS This meta-analysis included 24 patients. EI demonstrated a negative association with maximal strength (r=-0.351; 95% confidence interval [CI], -0.411 to -0.288; p<0.001) and explosive power (r=-0.342; 95% CI, -0.517 to -0.139; p=0.001) in older individuals. Handgrip strength also showed a significant negative correlation with EI (r=-0.361; 95% CI, -0.463 to -0.249; p<0.001). However, we observed only a small and non-significant negative association between EI and gait speed (r=-0.003; 95% CI, -0.083 to -0.077; p=0.943), and a weak non-significant correlation with the chair stand test (r=0.072; 95% CI, -0.045 to 0.187; p=0.227). CONCLUSION Increased EI was associated with lower strength and power but not with gait speed or chair test performance in older individuals. Further large-sample studies with long-term follow-up are needed to improve frailty prediction and risk assessment in this population.
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Affiliation(s)
- Han Yuan
- Sports Medicine Lab., Department of Physical Education, Graduate School, Kyungpook National University, Daegu, Korea
| | - Maengkyu Kim
- Sports Medicine Lab., Department of Physical Education, Graduate School, Kyungpook National University, Daegu, Korea
- Sports Science Research Institute, Kyungpook National University, Daegu, Korea
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Akagi R, Miyokawa Y, Shiozaki D, Yajima Y, Yamada K, Kano K, Hashimoto Y, Okamoto T, Ando S. Eight-week neuromuscular electrical stimulation training produces muscle strength gains and hypertrophy, and partial muscle quality improvement in the knee extensors. J Sports Sci 2023; 41:2209-2228. [PMID: 38390833 DOI: 10.1080/02640414.2024.2318540] [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: 07/30/2023] [Accepted: 02/07/2024] [Indexed: 02/24/2024]
Abstract
This study investigated the effect of an 8-week neuromuscular electrical stimulation (NMES) training programme (3 days/week) on muscle quantity and quality and single-joint performance in the knee extensors. Thirty-nine untrained young male participants were randomly assigned to NMES training (n = 21) and control (n = 18) groups. The 8-week NMES training induced significant increase in the isometric maximal voluntary contraction (MVC) torque of the knee extensors (≈9.3%), muscle volume of the individual and entire quadriceps muscles determined by magnetic resonance imaging (≈3.3%-6.4%), and a significant decrease in the ultrasound echo intensity of the vastus lateralis (≈-4.0%); however, hypertrophy of the vastus intermedius (i.e., the deep muscle) was limited (≈3.3%). In the NMES training group, the repeated measures correlations of the isometric MVC torque with the muscle volume of the entire quadriceps muscle and each quadriceps muscle were significant (rrm (20) = 0.551-0.776), whereas that of the isometric MVC torque with the ultrasound echo intensity of the vastus lateralis was not significant. These findings suggest that NMES training produces muscle strength gains, muscle hypertrophy, and partial muscle quality improvement and that the NMES training-induced muscle strength gains is caused by muscle hypertrophy in the knee extensors.
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Affiliation(s)
- Ryota Akagi
- College of Systems Engineering and Science, Shibaura Institute of Technology, Saitama, Japan
- Graduate School of Engineering and Science, Shibaura Institute of Technology, Saitama, Japan
| | - Yusuke Miyokawa
- College of Systems Engineering and Science, Shibaura Institute of Technology, Saitama, Japan
| | - Daigo Shiozaki
- Graduate School of Engineering and Science, Shibaura Institute of Technology, Saitama, Japan
| | - Yoshinari Yajima
- College of Systems Engineering and Science, Shibaura Institute of Technology, Saitama, Japan
| | - Koki Yamada
- Graduate School of Engineering and Science, Shibaura Institute of Technology, Saitama, Japan
| | - Kosuke Kano
- Graduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo, Japan
| | - Yuto Hashimoto
- Department of Exercise Physiology, Nippon Sport Science University, Tokyo, Japan
| | - Takanobu Okamoto
- Department of Exercise Physiology, Nippon Sport Science University, Tokyo, Japan
| | - Soichi Ando
- Graduate School of Informatics and Engineering, The University of Electro-Communications, Tokyo, Japan
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Nagae M, Umegaki H, Yoshiko A, Fujita K. Muscle ultrasound and its application to point-of-care ultrasonography: a narrative review. Ann Med 2023; 55:190-197. [PMID: 36538042 PMCID: PMC9788691 DOI: 10.1080/07853890.2022.2157871] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Technological advances of hand-held ultrasound devices and educational programmes for their use, such as point-of-care ultrasonography (POCUS) training, have contributed to the increasing application of these devices in clinical practice. With the greater impact of frailty and sarcopenia in aging societies, attention is being focused on the use of ultrasound for skeletal muscle assessment. In this narrative review, we discuss how ultrasound can be applied to skeletal muscle assessment, especially that of the quadriceps muscle, in clinical practice. Muscle thickness by ultrasound has been shown to have good reliability and validity for the evaluation of muscle size, and echo intensity has been used to evaluate muscle quality. Muscle ultrasound has not only been useful to diagnose sarcopenia in various settings, but has also been validated to predict health-related outcomes such as death and functional disability. Recommended methods for muscle ultrasound was published recently, and the results of future studies are expected to be comparable. Although several challenging issues with muscle ultrasound remain, if it could be incorporated into educational programmes such as POCUS training, more clinicians may be able to use ultrasound for skeletal muscle assessment in the future.KEY MESSAGESThe evolution of hand-held ultrasound devices enables physicians to perform ultrasound at the bedside as part of regular medical examinations.Muscle ultrasound is considered an effective tool for evaluating muscle size and quality, and has been studied in various settings.More clinicians may be able to evaluate skeletal muscle assessment with the development of educational programmes on muscle ultrasound in the future.
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Affiliation(s)
- Masaaki Nagae
- Department of Community Healthcare and Geriatrics, Nagoya University Graduate School of Medicine, Aichi, Japan
| | - Hiroyuki Umegaki
- Department of Community Healthcare and Geriatrics, Nagoya University Graduate School of Medicine, Aichi, Japan
| | - Akito Yoshiko
- Faculty of Liberal Arts and Sciences, Chukyo University, Aichi, Japan
| | - Kosuke Fujita
- Department of Prevention and Care Science, Research Institute, National Center for Geriatrics and Gerontology, Aichi, Japan
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Mayer KP, Kosmac K, Wen Y, Parry SM, Dhar S, Foster S, Starck J, Montgomery-Yates AA, Dupont-Versteegden EE, Kalema AG. Construct and criterion validity of muscle ultrasonography for assessment of skeletal muscle in patients recovering from COVID-19. Front Physiol 2023; 14:1231538. [PMID: 37936579 PMCID: PMC10625915 DOI: 10.3389/fphys.2023.1231538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 10/10/2023] [Indexed: 11/09/2023] Open
Abstract
Background: The purpose was to investigate the content, construct, and criterion validity of muscle ultrasound in a mixed cohort of participants recovering from mild and critical COVID-19. Methods: A secondary analysis of a prospective cross-sectional study was conducted on data obtained from a battery of muscle and physical function assessments including a muscle biopsy and muscle ultrasonography (US). Rectus femoris (RF) muscle thickness (mT), quadricep complex (QC) mT, RF muscle cross-sectional area (CSA) using 2D freeform trace and estimated from Feret's diameter, and RF echo intensity (EI) were assessed with US. Muscle fiber CSA, fiber type, protein content in muscle fibers, extracellular matrix content (ECM; wheat-germ agglutin), and percent area of collagen in ECM (picrosirius red) were examined from vastus lateralis muscle biopsies. Spearman rho correlations (r) were performed to assess validity of ultrasound parameters. Results: Thirty-three individuals participated including 11 patients surviving critical COVID-19, 15 individuals recovering from mild-COVID, and 7 controls. There were several significant correlations between RF mT, QC mT, RF CSA, and RF EI with age, comorbid burden, body-mass index, and measures of muscle strength, muscle power, and physical function (range r = 0.35-0.83). RF Feret's CSA correlated to CSA of type II muscle fibers (r = 0.41, p = 0.022) and the average size of all muscle fibers (r = 0.39, p = 0.031). RF EI was correlated with collagen in muscle ECM (r = 0.53, p = 0.003) and protein content in muscle tissue (r = -0.52, p = 0.012). Conclusion: Muscle size and quality measured using US has moderate content and construct validity, and to lesser extent, fair to moderate criterion validity in a mixed cohort of individuals recovering from COVID. Muscle ultrasound quality (EI) appears to be sensitive at detecting muscle dysfunction as it is associated with strength, power, physical function, and collagen distribution in a mixed group of individuals recovering from COVID-19.
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Affiliation(s)
- Kirby P. Mayer
- Department of Physical Therapy, College of Health Sciences, University of Kentucky, Lexington, KY, United States
- Center for Muscle Biology, University of Kentucky, Lexington, KY, United States
| | - Kate Kosmac
- Department of Physical Therapy, College of Health Sciences, University of Kentucky, Lexington, KY, United States
- Center for Muscle Biology, University of Kentucky, Lexington, KY, United States
| | - Yuan Wen
- Department of Physical Therapy, College of Health Sciences, University of Kentucky, Lexington, KY, United States
| | - Selina M. Parry
- Department of Physiotherapy, School of Health Sciences, The University of Melbourne, Melbourne, VIC, Australia
| | - Sanjay Dhar
- Division of Pulmonary, Critical Care, and Sleep Medicine, College of Medicine, University of Kentucky, Lexington, KY, United States
| | - Sarah Foster
- Department of Physical Therapy, College of Health Sciences, University of Kentucky, Lexington, KY, United States
| | - Jonathan Starck
- Department of Biology, College of Arts and Sciences, University of Kentucky, Lexington, KY, United States
| | - Ashley A. Montgomery-Yates
- Division of Pulmonary, Critical Care, and Sleep Medicine, College of Medicine, University of Kentucky, Lexington, KY, United States
| | - Esther E. Dupont-Versteegden
- Department of Physical Therapy, College of Health Sciences, University of Kentucky, Lexington, KY, United States
- Center for Muscle Biology, University of Kentucky, Lexington, KY, United States
| | - Anna G. Kalema
- Division of Pulmonary, Critical Care, and Sleep Medicine, College of Medicine, University of Kentucky, Lexington, KY, United States
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Kitagawa T, Nakamura M, Fukumoto Y. Usefulness of muscle echo intensity for evaluating functional performance in the older population: A scoping review. Exp Gerontol 2023; 182:112301. [PMID: 37776985 DOI: 10.1016/j.exger.2023.112301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2022] [Revised: 06/16/2023] [Accepted: 09/27/2023] [Indexed: 10/02/2023]
Abstract
Muscle echo intensity, as measured by ultrasonography, could be used as a new marker of functional performance in older populations. This scoping review aimed to present evidence on the utility of muscle echo intensity as determined by ultrasonography for assessing functional performance in older adults. The eligibility criterion included observational studies that investigated the associations between muscle echo intensity and functional performance in older adults. Terms, such as "echo intensity" and "older adults", were searched for in databases, such as PubMed, Web of Science, the Cochrane database of systematic reviews, and the Cumulative Index of Nursing and Allied Health Literature, in April 2021. Two independent reviewers screened and extracted the data; 46 papers, of which almost one-third were Japanese, were subsequently identified for inclusion. The representative functional performances included in this review were muscle strength, gait speed, sit-to-stand test results, and timed up-and-go test results. Poor to moderate associations were found between muscle echo intensity and functional performance; however, heterogeneities were observed in the characteristics of study participants. Moreover, the accurate effect size and causal inferences between muscle echo intensity and functional performance remained unclear. Further longitudinal studies are needed to determine these causal inferences.
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Affiliation(s)
- Takashi Kitagawa
- Department of Physical Therapy, School of Health Sciences, Shinshu University, 3-1-1 Asahi, Matsumoto 390-8621, Japan.
| | - Masatoshi Nakamura
- Faculty of Rehabilitation Sciences, Nishi Kyushu University, 4490-9 Ozaki, Kanzaki 842-8585, Japan.
| | - Yoshihiro Fukumoto
- Department of Physical Therapy, Faculty of Rehabilitation, Kansai Medical University, 2-5-1 Shin-machi, Hirakata 573-1010, Japan.
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Kokura Y, Nishioka S, Maeda K, Wakabayashi H. Ultrasound utilized by registered dietitians for body composition measurement, nutritional assessment, and nutritional management. Clin Nutr ESPEN 2023; 57:173-180. [PMID: 37739653 DOI: 10.1016/j.clnesp.2023.06.026] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 06/09/2023] [Accepted: 06/23/2023] [Indexed: 09/24/2023]
Abstract
BACKGROUND AND AIMS Ultrasound has been used primarily as a tool for body composition measurement in the field of clinical nutrition. Although many recent reports have demonstrated that ultrasound could be a useful tool for nutritional assessment, it is not well incorporated into registered dietitians' (RDs) practice. The aim of this review was to summarize the usefulness of ultrasound in assessing body composition and nutritional status and in nutritional management by RDs. METHODS Studies on ultrasonography, nutritionists, body composition, nutritional assessment, and diet therapy was searched using the MEDLINE databases. RESULTS After reviewing the articles, we categorized them into the following topics; 1) principles of muscle measurement using the ultrasound, types of muscle that can be measured, 2) indices of muscle and muscle mass and quality as assessed using ultrasound and its relationship to nutritional indicator, 3) diagnosis of the Global Leadership Initiative on Malnutrition (GLIM) criteria malnutrition using ultrasound, 4) practical nutritional management using ultrasound and 5) education and issues for ultrasound implementation. Ultrasound can evaluate low body mass index, unintentional loss of body weight, low skeletal muscle mass index, decreased food intake/assimilation, and disease burden/inflammation, all which are essential items of the phenotypic and etiologic criteria of the GLIM. CONCLUSION Ultrasound may be useful for RDs to perform body composition measurement, nutritional assessment, and nutritional management. It will be important to identify the cutoff values for ultrasound-based measurements of muscle mass. In order for RDs to perform a body composition measurement, nutritional assessment, and nutritional management using ultrasound, educational issues need to be addressed.
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Affiliation(s)
- Yoji Kokura
- Department of Nutritional Management, Keiju Hatogaoka Integrated Facility for Medical and Long-term Care, Anamizu, Japan.
| | - Shinta Nishioka
- Department of Clinical Nutrition and Food Services, Nagasaki Rehabilitation Hospital, Nagasaki, Japan
| | - Keisuke Maeda
- Nutrition Therapy Support Center, Aichi Medical University Hospita, Nagakute, Japan; Department of Geriatric Medicine, Hospital, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Hidetaka Wakabayashi
- Department of Rehabilitation Medicine, Tokyo Women's Medical University Hospital, Tokyo, Japan
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López-Gómez JJ, García-Beneitez D, Jiménez-Sahagún R, Izaola-Jauregui O, Primo-Martín D, Ramos-Bachiller B, Gómez-Hoyos E, Delgado-García E, Pérez-López P, De Luis-Román DA. Nutritional Ultrasonography, a Method to Evaluate Muscle Mass and Quality in Morphofunctional Assessment of Disease Related Malnutrition. Nutrients 2023; 15:3923. [PMID: 37764706 PMCID: PMC10534706 DOI: 10.3390/nu15183923] [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: 08/20/2023] [Revised: 09/04/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023] Open
Abstract
Nutritional ultrasonography is an emerging technique for measuring muscle mass and quality. The study aimed to evaluate the relationship between the parameters of body mass and quality of ultrasonography with other parameters of morphofunctional assessment in patients with disease-related malnutrition (DRM). METHODS A cross-sectional study was developed on 144 patients diagnosed with DRM according to the Global Leadership Initiative on Malnutrition (GLIM) criteria. Morphofunctional evaluation was assessed with anthropometric variables, handgrip strength and bioelectrical impedanciometry (BIA). Nutritional ultrasonography of quadriceps rectus femoris (QRF) was made (muscle mass (Muscle Area of Rectus Femoris index (MARFI)), Y axis and muscle quality (X-Y index and echogenicity). RESULTS The mean age of patients was 61.4 (17.34) years. The prevalence of sarcopenia in the sample was 33.3%. Patients with sarcopenia (S) had lower values of MARFI [(S: 1.09 (0.39) cm2/m2; NoS: 1.27 (0.45); p = 0.02), Y axis (S: 0.88 (0.27); NoS: 1.19 (0.60); p < 0.01) and X-Y index (S: 1.52 (0.61); NoS: 1.30 (0.53); p < 0.01)]. There was a correlation between BIA parameters (phase angle) and muscle mass ultrasonographic variables (MARFI) (r = 0.35; p < 0.01); there was an inverse correlation between muscle quality ultrasonographic variables (echogenicity) and handgrip strength (r = -0.36; p < 0.01). In the multivariate analysis adjusted by age, the highest quartile of the X-Y index had more risk of death OR: 4.54 CI95% (1.11-18.47). CONCLUSIONS In patients with DRM and sarcopenia, standardized muscle mass and muscle quality parameters determined by ultrasonography of QRF are worse than in patients without sarcopenia. Muscle quality parameters had an inverse correlation with electric parameters from BIA and muscle strength. The highest quartile of the X-Y index determined by ultrasonography was associated with increased mortality risk.
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Affiliation(s)
- Juan José López-Gómez
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | | | - Rebeca Jiménez-Sahagún
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Olatz Izaola-Jauregui
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - David Primo-Martín
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Beatriz Ramos-Bachiller
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Emilia Gómez-Hoyos
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Esther Delgado-García
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Paloma Pérez-López
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
| | - Daniel A. De Luis-Román
- Servicio de Endocrinología y Nutrición, Hospital Clínico Universitario de Valladolid, 47003 Valladolid, Spain; (R.J.-S.); (O.I.-J.); (D.P.-M.); (B.R.-B.); (E.G.-H.); (E.D.-G.); (P.P.-L.); (D.A.D.L.-R.)
- Centro de Investigación Endocrinología y Nutrición, Universidad de Valladolid, 47003 Valladolid, Spain
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García-Alonso Y, Alonso-Martínez AM, García-Hermoso A, Legarra-Gorgoñon G, Izquierdo M, Ramírez-Vélez R. Centile reference curves of the ultrasound-based characteristics of the rectus femoris muscle composition in children at 4-11 years old. Front Pediatr 2023; 11:1168253. [PMID: 37635791 PMCID: PMC10449539 DOI: 10.3389/fped.2023.1168253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 07/26/2023] [Indexed: 08/29/2023] Open
Abstract
Quantitative diagnostic ultrasound has been proposed as a way to characterize muscle structure, but there is a lack of normative data for children. This study aims to establish age-specific normal ranges for echo-intensity (EI), cross-sectional area (CSA), muscular thickness (MT), and subcutaneous adipose thickness (SAT) values of the rectus femoris muscle in typically developing children. The study recruited 497 children (288 boys and 209 girls) aged 4-10.9 years (mean age 7.39 years), and muscle parameters were measured using 2D B-mode ultrasound. Percentile values and reference curves were calculated using the Lambda, Mu, and Sigma method (LMS). The results showed small variation between measurements for boys compared to girls, with the most significant difference in EI, CSA, and MT values. EI decreased with age, with the most pronounced curve in boys. SAT increased in both sexes, with a slightly higher increase in girls after the age of 9.0 years. This study provides the first age-specific reference norms for the rectus femoris muscle architecture in children, and further research is needed to validate these curves and determine their clinical utility.
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Affiliation(s)
- Yesenia García-Alonso
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Alicia M. Alonso-Martínez
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Antonio García-Hermoso
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Gaizka Legarra-Gorgoñon
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
| | - Mikel Izquierdo
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain
| | - Robinson Ramírez-Vélez
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain
- CIBER of Frailty and Healthy Aging (CIBERFES), Instituto de Salud Carlos III, Madrid, Spain
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Rawat M, Reddin VM, Boggs R, Upreti C. Cross-sectional area and echo intensity values of peripheral nerves: Ultrasonographic and cadaveric correlation. ULTRASOUND (LEEDS, ENGLAND) 2023; 31:213-229. [PMID: 37538969 PMCID: PMC10395381 DOI: 10.1177/1742271x221139199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 10/05/2022] [Indexed: 08/05/2023]
Abstract
Introduction Ultrasonography allows high-resolution visualisation of the peripheral nerves for quantitative and qualitative analyses. We report cross-sectional area values (quantitative measure) and echo intensity values (qualitative measure) for 46 peripheral nerve sites in upper and lower extremities in cadaveric specimens. Objective To determine cross-sectional area values and echo intensity values of peripheral nerves of upper and lower extremities at 46 nerve sites. Methods Nerve measurements were obtained using electronic callipers and ultrasonography for linear dimension and cross-sectional area measurements, respectively, in six cadaveric specimens for 46 peripheral nerve sites. Ultrasound images were further analysed to estimate echo intensity percentage values for 46 nerves. Results We present normal cross-sectional area values of various nerves of upper and lower extremities with their respective echo intensity values. Calculated cross-sectional area values from linear dimensions did not match the measured cross-sectional area values via trace method. Conclusion Cross-sectional area values (quantitative measure) and echo intensity values (qualitative measure) for 46 peripheral nerve sites in upper and lower extremities in cadaveric specimens are presented. The estimation of cross-sectional area via linear measurement is not a good approximation of the cross-sectional area (cross-sectional area measured by trace method on ultrasound image).
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Affiliation(s)
- Mohini Rawat
- American Academy of MSK Ultrasound, New York, NY, USA
| | | | | | - Chirag Upreti
- Columbia University Medical Center, New York, NY, USA
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Smith-Ryan AE, Hirsch KR, Cabre HE, Gould LM, Gordon AN, Ferrando AA. Menopause Transition: A Cross-Sectional Evaluation on Muscle Size and Quality. Med Sci Sports Exerc 2023; 55:1258-1264. [PMID: 36878186 DOI: 10.1249/mss.0000000000003150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
Abstract
INTRODUCTION The menopause transition yields significant physiological alterations. The purpose was to characterize lean soft tissue (LST), muscle size (muscle cross-sectional area (mCSA)), muscle quality (echo intensity (EI)), and strength across the menopause transition. A secondary aim was to evaluate whole-body protein turnover in a subsample of women. METHODS Seventy-two healthy women were enrolled in this cross-sectional study based on menopause stage (PRE: n = 24; PERI: n = 24; POST: n = 24). Whole-body LST was measured via dual-energy x-ray absorptiometry, and muscle characteristics (mCSA and EI) were measured via B-mode ultrasound of the vastus lateralis. Maximal voluntary contractions (N·m) of the knee extensors were evaluated. Physical activity (in minutes per day) was accounted for using the International Physical Activity Questionnaire. A subsample of women ( n = 27) ingested 2.0 g of 15 N-alanine to determine whole-body net protein balance (NB; in grams per kilogram of body mass per day). RESULTS Significant differences were evident in LST ( P = 0.022), leg LST ( P = 0.05), and EI ( P = 0.018) between menopause stages. Bonferroni post-hoc comparisons revealed greater LST in PRE versus PERI (mean difference (MD) ± SE, 3.8 ± 1.5 kg; P = 0.048) and POST (3.9 ± 1.5 lb; P = 0.049). Similarly, EI was significantly higher in PERI PRE (MD, 18.3 ± 7.1 a.u.; P = 0.036). There was no significant difference in mCSA ( P = 0.082) or in maximal voluntary contraction ( P = 0.167). NB was significantly different across groups ( P = 0.026); NB was greater in PRE compared with PERI (MD, 0.39 ± 0.17 g·kg -1 ; P = 0.090), and from PRE to POST (MD, 0.46 ± 0.17 g·kg -1 ; P = 0.042). Physical activity was not significantly different across groups but demonstrated a linear increase from PRE to POST. CONCLUSIONS The current findings suggest that LST, muscle quality, and protein balance may be negatively influenced by the menopause transition.
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Affiliation(s)
| | - Katie R Hirsch
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC
| | | | - Lacey M Gould
- Applied Physiology Laboratory, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Amanda N Gordon
- Applied Physiology Laboratory, Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Arny A Ferrando
- Department of Geriatrics, Donald W. Reynolds Institute on Aging, Center for Translational Research in Aging & Longevity, University of Arkansas for Medical Sciences, Little Rock, AR
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Aruna R, Sivarajan AA, Madhumitha M, Vasanth CJ. Association of Hand Grip Strength with Ultrasound-derived Forearm Muscle Thickness and Echo Intensity in Young Indian Adults. J Med Ultrasound 2023; 31:206-210. [PMID: 38025016 PMCID: PMC10668901 DOI: 10.4103/jmu.jmu_28_22] [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: 03/17/2022] [Revised: 04/29/2022] [Accepted: 07/27/2022] [Indexed: 12/01/2023] Open
Abstract
Background Muscle thickness (MT) quantification, which reflects the muscle function, can be measured using ultrasonography. Echo intensity (EI) quantified from the ultrasonography-derived skeletal muscle images reflects muscle quality. This study aimed to analyze the associations between handgrip strength, ultrasound-measured forearm MT, and EI in healthy young adults. Methods Sixty healthy volunteers between the ages of 18 and 25 years participated in the study. Brightness mode ultrasonography (USG) was done to measure forearm radial and ulna MT. The EI was measured from an ultrasound image as a mean pixel value using a histogram in Adobe Photoshop. Individuals were tested for forearm handgrip strength using hand dynamometry. Results Males had higher forearm MT and handgrip strength compared to females. Handgrip strength had a significant positive correlation with forearm radius, ulna MT (r = 0.726, 0.757 and P < 0.01), and forearm circumference (r = 0.529 and P < 0.01) and a negatively correlation with subcutaneous fat thickness (r = -0.496 and P < 0.01) and EI (r = -0.618 and P < 0.01). Linear regression showed a significant correlation between MT, circumference, and EI with handgrip strength (r = 0.825 and P < 0.001). After adjustment for the other two parameters, the forearm MT correlated positively and EI negatively with handgrip strength. Conclusion USG can be more easily used than other imaging methods in research and clinical setting as it is nonhazardous, less expensive, versatile, and provides results faster. Thus, USG measurements in skeletal muscle are useful for measuring MT and subcutaneous fat thickness. EI measurement can be a convenient and noninvasive method for assessing muscle quality.
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Affiliation(s)
- R. Aruna
- Department of Physiology, Mahatma Gandhi Medical College and Research Institute, Sri Balaji Vidyapeeth, Puducherry, India
| | - Armel Arputha Sivarajan
- Department of Radiology, Mahatma Gandhi Medical College and Research Institute, Sri Balaji Vidyapeeth, Puducherry, India
| | - Meenakshi Madhumitha
- BDS Student, Indira Gandhi Institute of Dental Sciences, Sri Balaji Vidyapeeth, Puducherry, India
| | - C. J. Vasanth
- Department of Radiology, Mahatma Gandhi Medical College and Research Institute, Sri Balaji Vidyapeeth, Puducherry, India
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Pinto MD, Silveira Pinto R, Nosaka K, Blazevich AJ. Do Intramuscular Temperature and Fascicle Angle Affect Ultrasound Echo Intensity Values? Med Sci Sports Exerc 2023; 55:740-750. [PMID: 36355345 DOI: 10.1249/mss.0000000000003082] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
PURPOSE Ultrasound-derived echo intensity (EI) has been used as a physiological marker for changes in skeletal muscle "quality" with physical training, disuse, aging, and neuromuscular disorders. However, the methodological and physiological factors influencing EI and its longitudinal change are still unclear. Here, we performed two separate experiments to investigate the effects of muscle temperature and fascicle angle, which are known to influence muscle tissue and sound wave properties and therefore affect EI. METHODS In experiment 1 ( n = 16, 28.0 ± 6.6 yr), vastus lateralis (VL) ultrasonographic images were acquired and intramuscular temperature continuously recorded for 15 min after 20 min of heating to 40.4°C ± 0.7°C using a microwave device. In experiment 2 ( n = 17, 30.2 ± 9.8 yr), VL sonographic images were obtained with the knee both fully extended (0°) and flexed to 90° and EI and fascicle angle measured post hoc . Fascicle movement was tracked during the passive knee flexion to ensure that sonographic images were obtained at the same muscle region. Knee flexion reduced muscle thickness, and we therefore reran analyses calculating EI using identical dimensions to minimize this effect. RESULTS EI decreased only immediately after the passive heating, and although a moderate, negative correlation was observed between EI and temperature ( rrm = -0.36), the effect of muscle temperature was small ( β = 0.97 (-1.89 to -0.06) per degree Celsius, P = 0.051). Nonetheless, EI increased as fascicle angle decreased, and a large, negative correlation ( rrm = -0.85) was observed; the effect of fascicle angle on EI was large ( β = 3.0 (-3.8 to -2.2) per degree, P < 0.01), and this was maintained when analyses were performed at a constant depth of the region of interest ( β = 3.5 (-4.4 to -2.7) per degree, P < 0.01). CONCLUSIONS These findings support the hypothesis that fascicle angle meaningfully affects VL EI but provides weak evidence of a temperature effect in vivo . Thus, acute fascicle angle alterations should be accounted for in studies using EI measurements, and longer-term studies should consider whether changes in EI might be partly explained by a change in fascicle angle.
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Affiliation(s)
- Matheus Daros Pinto
- Centre for Human Performance, School of Medical and Health Sciences, Edith Cowan University, Joondalup, AUSTRALIA
| | | | - Kazunori Nosaka
- Centre for Human Performance, School of Medical and Health Sciences, Edith Cowan University, Joondalup, AUSTRALIA
| | - Anthony John Blazevich
- Centre for Human Performance, School of Medical and Health Sciences, Edith Cowan University, Joondalup, AUSTRALIA
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de Lucena Alves CP, de Almeida SB, Lima DP, Neto PB, Miranda AL, Manini T, Vlietstra L, Waters DL, Bielemann RM, Correa-de-Araujo R, Fayh AP, Costa EC. Muscle Quality in Older Adults: A Scoping Review. J Am Med Dir Assoc 2023; 24:462-467.e12. [PMID: 36963436 DOI: 10.1016/j.jamda.2023.02.012] [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: 01/26/2023] [Revised: 02/08/2023] [Accepted: 02/10/2023] [Indexed: 03/26/2023]
Abstract
OBJECTIVE This scoping review aimed to map out currently available definitions and assessment methods of muscle quality in older adults. DESIGN Scoping review. SETTING AND PARTICIPANTS All available studies. METHODS Four databases (PubMed, EMBASE, Web of Science, and Cochrane Library) were searched from inception to May 2022. Title, abstract, and full-text screening were undertaken by 2 reviewers independently. Observational and experimental studies were eligible for inclusion if there was a clear description of muscle quality assessment in individuals aged 60+ years. RESULTS A total of 96 articles were included. Several definitions and assessment methods of muscle quality were identified and divided into 2 main domains: (1) functional domain, and (2) morphological domain. A total of 70% and 30% of the included studies assessed muscle quality in the functional and morphological domains, respectively. In the functional domain, most studies defined muscle quality as the ratio of knee extension strength by leg lean mass (45.9%). In the morphological domain, most studies defined muscle quality as the echo intensity of quadriceps femoris by ultrasound (50.0%). CONCLUSIONS AND IMPLICATIONS There is a substantial heterogeneity of definitions and assessment methods of muscle quality in older adults. Herein, we propose a standardized definition of muscle quality to include terminology, domain, and assessment methods (tests, tools, and body sites). Such standardization may help researchers, clinicians, and decision makers use muscle quality as a potential marker of "skeletal muscle health" in older adults.
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Affiliation(s)
| | - Samuel Brito de Almeida
- Clinical Research Unit of Hospital Universitário Walter Cantidio, Federal University of Ceará, Fortaleza, CE, Brazil; Division of Geriatrics, Department of Clinical Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil
| | - Danielle Pessoa Lima
- Clinical Research Unit of Hospital Universitário Walter Cantidio, Federal University of Ceará, Fortaleza, CE, Brazil; Division of Geriatrics, Department of Clinical Medicine, Federal University of Ceará, Fortaleza, Ceará, Brazil; Medical School, University of Fortaleza, Fortaleza, CE, Brazil
| | - Pedro Braga Neto
- Medical School, University of Fortaleza, Fortaleza, CE, Brazil; Division of Neurology, Department of Clinical Medicine, Federal University of Ceará, Fortaleza, CE, Brazil; Center of Health Sciences, State University of Ceará, Fortaleza, Brazil
| | - Ana Lúcia Miranda
- Postgraduate Program in Health Sciences, Health Sciences Center, Federal University of Rio Grande do Norte, Rio Grande do Norte, Natal, RN, Brazil
| | - Todd Manini
- Institute on Aging, Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | - Lara Vlietstra
- School of Physical Education, Sport and Exercise Sciences, University of Otago, Dunedin, New Zealand
| | - Debra L Waters
- Clinical Research Unit of Hospital Universitário Walter Cantidio, Federal University of Ceará, Fortaleza, CE, Brazil; Department of Medicine and School of Physiotherapy, University of Otago, Dunedin, New Zealand; Department of Internal Medicine/Geriatrics, University of New Mexico, Albuquerque, NM, USA
| | - Renata Moraes Bielemann
- Clinical Research Unit of Hospital Universitário Walter Cantidio, Federal University of Ceará, Fortaleza, CE, Brazil; Graduate Program in Nutrition and Food, Faculty of Nutrition, Federal University of Pelotas, Pelotas, Rio Grande do Sul, Brazil
| | - Rosaly Correa-de-Araujo
- Division of Geriatrics and Clinical Gerontology, National Institute on Aging, National Institutes of Health, US Department of Health and Human Services, Bethesda, MD, USA
| | - Ana Paula Fayh
- Clinical Research Unit of Hospital Universitário Walter Cantidio, Federal University of Ceará, Fortaleza, CE, Brazil; Department of Nutrition, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Eduardo Caldas Costa
- Clinical Research Unit of Hospital Universitário Walter Cantidio, Federal University of Ceará, Fortaleza, CE, Brazil; ExCE Research Group, Department of Physical Education, Federal University of Rio Grande do Norte, Natal, RN, Brazil.
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Shimizu A, Nozoe M, Ohno T, Nomoto A, Shigematsu T, Fujishima I. Association of medial gastrocnemius adiposity with poststroke severe malnutrition and functional performance of activities of daily living in older patients: A prospective analysis. Nutr Clin Pract 2023; 38:167-176. [PMID: 35975398 DOI: 10.1002/ncp.10902] [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] [Received: 04/26/2022] [Revised: 07/07/2022] [Accepted: 07/16/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Relationships among medial gastrocnemius intramuscular adipose tissue, nutrition status, and functional outcomes of patients after a stroke are unknown. This study was conducted to determine the relationship between nutrition status and gastrocnemius intramuscular adipose tissue and whether medial gastrocnemius intramuscular adipose tissue affects functional outcomes of older patients after a stroke. METHODS This prospective cohort study included 217 patients with stroke. Nutrition status was evaluated by the Global Leadership Initiative on Malnutrition. The medial gastrocnemius intramuscular adipose tissue was assessed using ultrasound echographic intensity. Multivariate linear regression analysis was used to determine the relationship between nutrition status at admission and medial gastrocnemius intramuscular adipose tissue. Furthermore, we examined the influence of medial gastrocnemius intramuscular adipose tissue on the Functional Independence Measure (FIM)-motor score at discharge and FIM-motor efficiency, which indicates FIM-motor changes during the hospital stay. RESULTS Severe malnutrition had a positive influence on medial gastrocnemius intramuscular adipose tissue on the nonparalyzed side (β = 0.175; P = 0.044). Additionally, the medial gastrocnemius intramuscular adipose tissue on the nonparalyzed side was negatively correlated with the FIM-motor score at discharge (β = -0.102; P = 0.005) and FIM-motor efficiency (β = -0.273; P = 0.005). CONCLUSIONS This study clarified the factors that contribute to a higher medial gastrocnemius intramuscular adipose tissue content on the nonparalyzed side and the effect of the higher adipose tissue content on functional outcomes.
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Affiliation(s)
- Akio Shimizu
- Department of Health Science, Faculty of Health and Human Development, The University of Nagano, Nagano, Japan
| | - Masafumi Nozoe
- Department of Physical Therapy, Faculty of Nursing and Rehabilitation, Konan Women's University, Kobe, Japan
| | - Tomohisa Ohno
- Department of Dentistry, Hamamatsu City Rehabilitation Hospital, Hamamatsu, Japan
| | - Akiko Nomoto
- Department of Dentistry, Hamamatsu City Rehabilitation Hospital, Hamamatsu, Japan
| | - Takashi Shigematsu
- Department of Rehabilitation Medicine, Hamamatsu City Rehabilitation Hospital, Hamamatsu, Japan
| | - Ichiro Fujishima
- Department of Rehabilitation Medicine, Hamamatsu City Rehabilitation Hospital, Hamamatsu, Japan
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Comparison of multifidus muscle intramuscular fat by ultrasound echo intensity and fat-water based MR images in individuals with chronic low back pain. Musculoskelet Sci Pract 2023; 63:102717. [PMID: 36658047 DOI: 10.1016/j.msksp.2023.102717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 12/07/2022] [Accepted: 01/03/2023] [Indexed: 01/07/2023]
Abstract
PURPOSE The aim of this observational cross-sectional study was to examine correlations of intramuscular fat content in lumbar multifidus (LM) by comparing muscle echo intensity (EI) and percent fat signal fraction (%FSF) generated from ultrasound (US) and magnetic resonance (MR) images, respectively. METHODS MRI and US images from 25 participants (16 females, 9 males) selected from a cohort of patients with chronic low back pain (CLBP) were used. Images were acquired bilaterally, at the L4 and L5 levels (e.g., 4 sites). EI measurements were acquired by manually tracing the cross-sectional border of LM. Mean EI of three US images per site were analyzed (e.g., raw EI). A correction factor for subcutaneous fat thickness (SFT) was also calculated and applied (e.g., corrected EI). Corresponding fat and water MR images were used to acquire %FSF measurements. Intra-rater reliability was assessed by intraclass coefficients (ICC). Pearson correlations and simple linear regression were used to assess the relationship between %FSF, raw EI and corrected EI measurements. RESULTS The intra-rater ICCs for all measurements were moderate to excellent. Correlations between %FSF vs. raw EI and corrected EI were moderate to strong (0.40 < r < 0.52) and (0.40 < r < 0.51), respectively. Moderate correlations between SFT and EI were also identified. CONCLUSION US is a low-cost, non-invasive, accessible, and reliable method to examine muscle composition, and presents a promising solution for assessing and monitoring the effect of different treatment options for CLBP in clinical settings.
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