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Nasr-Eldin YK, Cartwright MS, Hamed A, Ali LH, Abdel-Nasser AM. Neuromuscular Ultrasound in Polyneuropathies. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2024; 43:1181-1198. [PMID: 38504399 DOI: 10.1002/jum.16447] [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: 09/29/2023] [Revised: 02/20/2024] [Accepted: 02/25/2024] [Indexed: 03/21/2024]
Abstract
Neuromuscular ultrasound is a painless, radiation-free, high-resolution imaging technique for assessing the peripheral nervous system. It can accurately depict changes in the nerves and muscles of individuals with neuromuscular conditions, and it is therefore a robust diagnostic tool for the assessment of individuals with polyneuropathies. This review will outline the typical ultrasonographic changes found in a wide variety of polyneuropathies. In general, demyelinating conditions result in greater nerve enlargement than axonal conditions, and acquired conditions result in more patchy nerve enlargement compared to diffuse nerve enlargement in hereditary conditions. This review is data-driven, but more nuanced anecdotal findings are also described. The overall goal of this paper is to provide clinicians with an accessible review of the ultrasonographic approaches and findings in a wide variety of polyneuropathies.
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Affiliation(s)
| | - Michael S Cartwright
- Neurology Department, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Ahmed Hamed
- Rheumatology and Rehabilitation Department, Minia University, Minia, Egypt
| | - Lamia Hamdy Ali
- Clinical Pathology Department, Minia University, Minia, Egypt
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Nedoschill E, Wagner AL, Danko V, Buehler A, Raming R, Jüngert J, Neurath MF, Waldner MJ, Rother U, Woelfle J, Trollmann R, Knieling F, Regensburger AP. Monitoring spinal muscular atrophy with three-dimensional optoacoustic imaging. MED 2024; 5:469-478.e3. [PMID: 38531362 DOI: 10.1016/j.medj.2024.02.010] [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: 12/15/2023] [Revised: 02/01/2024] [Accepted: 02/26/2024] [Indexed: 03/28/2024]
Abstract
BACKGROUND Spinal muscular atrophy is a progressive neuromuscular disorder and among the most frequent genetic causes of infant mortality. While recent advancements in gene therapy provide the potential to ameliorate the disease severity, there is currently no modality in clinical use to visualize dynamic pathophysiological changes in disease progression and regression after therapy. METHODS In this prospective diagnostic clinical study, ten pediatric patients with spinal muscular atrophy and ten age- and sex-matched controls have been examined with three-dimensional optoacoustic imaging and clinical standard examinations to compare the spectral profile of muscle tissue and correlate it with motor function (ClinicalTrials.gov: NCT04115475). FINDINGS We observed a reduced optoacoustic signal in muscle tissue of pediatric patients with spinal muscular atrophy. The reduction in signal intensity correlated with disease severity as assessed by grayscale ultrasound and standard motor function tests. In a cohort of patients who received disease-modifying therapy prior to the study, the optoacoustic signal intensity was similar to healthy controls. CONCLUSIONS This translational study provides early evidence that three-dimensional optoacoustic imaging could have clinical implications in monitoring disease activity in spinal muscular atrophy. By visualizing and quantifying molecular changes in muscle tissue, disease progression and effects of gene therapy can be assessed in real time. FUNDING The project was funded by ELAN Fonds (P055) at the University Hospital of the Friedrich-Alexander-Universität (FAU) Erlangen-Nurnberg to A.P.R.
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Affiliation(s)
- Emmanuel Nedoschill
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Alexandra L Wagner
- Department of Pediatric Neurology, Center for Chronically Sick Children, Charité Berlin, Berlin, Germany
| | - Vera Danko
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Adrian Buehler
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Roman Raming
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Jörg Jüngert
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Markus F Neurath
- Medical Department 1, University Hospital Erlangen, Erlangen, Germany
| | | | - Ulrich Rother
- Department of Vascular Surgery, University Hospital Erlangen, Erlangen, Germany
| | - Joachim Woelfle
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Regina Trollmann
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Ferdinand Knieling
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany
| | - Adrian P Regensburger
- Department of Pediatrics and Adolescent Medicine, University Hospital Erlangen, Erlangen, Germany.
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Pelosi L, Rodrigues M, Zhong C, Patel S, Roxburgh R. Quantitative muscle ultrasound in adult spinal muscular atrophy. A pilot study. Muscle Nerve 2024; 69:349-353. [PMID: 38158390 DOI: 10.1002/mus.28034] [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: 06/01/2023] [Revised: 12/10/2023] [Accepted: 12/17/2023] [Indexed: 01/03/2024]
Abstract
INTRODUCTION/AIMS Muscle ultrasound has been investigated in children with spinal muscular atrophy (SMA) and proposed as a potential biomarker of disease severity. We studied the ultrasound properties in adults with SMA to see whether they also have potential as markers of disease severity in older patients. METHODS Thickness and quantitative echogenicity of muscle and subcutaneous tissue were compared between eight prospectively recruited adult patients with SMA and eight age, sex and body mass index-matched controls. Measurements were made in the dominant deltoid, biceps, triceps, forearm extensors, first dorsal interosseous, quadriceps, tibialis anterior, and gastrocnemius muscles. The muscle-to-subcutaneous (M:S) thickness and echogenicity ratios were also calculated. A mean value across all muscles as well as the individual values for each muscle were then calculated for each parameter in each subject and compared between the two groups. Significance was set at 0.05 after Bonferroni correction. RESULTS In the SMA patients, mean muscle thickness was significantly smaller (1.3 vs. 1.9 cm), muscle echogenicity higher (106 vs. 67 on the grayscale level), and subcutaneous thickness larger (0.9 vs. 0.3 cm) than in controls; M:S echogenicity ratio was significantly increased and M:S thickness ratio reduced in the patients. The most abnormal scores were found in the nonambulatory patients and the least abnormal in the ambulatory patients. DISCUSSION Ultrasound can detect and quantify the severity of muscle atrophy and structure in adult SMA, suggesting a potential role as a marker of disease severity, which will require validation by larger studies.
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Affiliation(s)
- Luciana Pelosi
- Departments of Neurology and Neurophysiology, Bay of Plenty District Health Board, Tauranga Hospital, Tauranga, New Zealand
| | - Miriam Rodrigues
- Department of Neurology, Auckland District Health Board, Auckland, New Zealand
- Centre of Brain Research Neurogenetics Research Clinic, University of Auckland, Auckland, New Zealand
| | - Cathy Zhong
- Department of Neurology, Wellington Hospital, Wellington, New Zealand
| | - Shilpan Patel
- Department of Neurology, Auckland District Health Board, Auckland, New Zealand
| | - Richard Roxburgh
- Department of Neurology, Auckland District Health Board, Auckland, New Zealand
- Centre of Brain Research Neurogenetics Research Clinic, University of Auckland, Auckland, New Zealand
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Umehara J, Ueda Y, Yagi M, Nojiri S, Tachibana T, Nobuhara K, Ichihashi N. Mechanical characteristic of supraspinatus muscle changes independent of its size and intramuscular fat in patient with rotator cuff repair. J Electromyogr Kinesiol 2023; 73:102831. [PMID: 37871509 DOI: 10.1016/j.jelekin.2023.102831] [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: 06/24/2023] [Revised: 09/23/2023] [Accepted: 10/13/2023] [Indexed: 10/25/2023] Open
Abstract
PURPOSE This study aimed i) to investigate the mechanical, morphological, and compositional characteristics of the supraspinatus muscle after rotator cuff repair by using ultrasound shear wave elastography (SWE) and B-mode imaging, and ii) to determine whether the morphological or compositional characteristics are associated with the mechanical characteristic of the supraspinatus during contraction. METHODS Using SWE and B-mode imaging, active and passive shear moduli, muscle thickness, and echo intensity of the supraspinatus were measured from the repaired and contralateral control shoulders of 22 patients with rotator cuff repair. The shear modulus, muscle thickness, and echo intensity were compared between the repaired and control shoulders. The association between the active shear modulus and the other variables was determined. RESULTS While the active and passive shear moduli were lower in the repaired shoulder compared to the control, the muscle thickness and echo intensity did not vary between them. Interestingly, the passive shear modulus was positively correlated with the active shear modulus only in the control shoulder. CONCLUSION The mechanical characteristic of supraspinatus remains impaired, even without degenerative changes in the morphological and compositional characteristics after rotator cuff repair. Furthermore, the association between contractile and elastic characteristics in the supraspinatus was deteriorated in control shoulder.
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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.
| | - 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
| | - Masahide Yagi
- Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Shusuke Nojiri
- 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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Lapp HS, Freigang M, Hagenacker T, Weiler M, Wurster CD, Günther R. Biomarkers in 5q-associated spinal muscular atrophy-a narrative review. J Neurol 2023; 270:4157-4178. [PMID: 37289324 PMCID: PMC10421827 DOI: 10.1007/s00415-023-11787-y] [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: 04/12/2023] [Revised: 05/15/2023] [Accepted: 05/16/2023] [Indexed: 06/09/2023]
Abstract
5q-associated spinal muscular atrophy (SMA) is a rare genetic disease caused by mutations in the SMN1 gene, resulting in a loss of functional SMN protein and consecutive degeneration of motor neurons in the ventral horn. The disease is clinically characterized by proximal paralysis and secondary skeletal muscle atrophy. New disease-modifying drugs driving SMN gene expression have been developed in the past decade and have revolutionized SMA treatment. The rise of treatment options led to a concomitant need of biomarkers for therapeutic guidance and an improved disease monitoring. Intensive efforts have been undertaken to develop suitable markers, and numerous candidate biomarkers for diagnostic, prognostic, and predictive values have been identified. The most promising markers include appliance-based measures such as electrophysiological and imaging-based indices as well as molecular markers including SMN-related proteins and markers of neurodegeneration and skeletal muscle integrity. However, none of the proposed biomarkers have been validated for the clinical routine yet. In this narrative review, we discuss the most promising candidate biomarkers for SMA and expand the discussion by addressing the largely unfolded potential of muscle integrity markers, especially in the context of upcoming muscle-targeting therapies. While the discussed candidate biomarkers hold potential as either diagnostic (e.g., SMN-related biomarkers), prognostic (e.g., markers of neurodegeneration, imaging-based markers), predictive (e.g., electrophysiological markers) or response markers (e.g., muscle integrity markers), no single measure seems to be suitable to cover all biomarker categories. Hence, a combination of different biomarkers and clinical assessments appears to be the most expedient solution at the time.
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Affiliation(s)
- H S Lapp
- Department of Neurology, University Hospital Carl Gustav Carus at TU Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - M Freigang
- Department of Neurology, University Hospital Carl Gustav Carus at TU Dresden, Fetscherstraße 74, 01307, Dresden, Germany
| | - T Hagenacker
- Department of Neurology and Center for Translational Neuro- and Behavioral Science (C-TNBS), University Medicine Essen, Essen, Germany
| | - M Weiler
- Department of Neurology, Heidelberg University Hospital, Heidelberg, Germany
| | - C D Wurster
- Department of Neurology, University Hospital Ulm, Ulm, Germany
- German Center for Neurodegenerative Diseases (DZNE) Ulm, Ulm, Germany
| | - René Günther
- Department of Neurology, University Hospital Carl Gustav Carus at TU Dresden, Fetscherstraße 74, 01307, Dresden, Germany.
- German Center for Neurodegenerative Diseases (DZNE) Dresden, Dresden, Germany.
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Moreira AL, Mendonça RH, Polido GJ, Oliveira MCB, Silva AMS, Zanoteli E. Muscle Ultrasound Changes Correlate With Functional Impairment in Spinal Muscular Atrophy. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:1569-1574. [PMID: 37037685 DOI: 10.1016/j.ultrasmedbio.2023.02.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 02/18/2023] [Accepted: 02/28/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVE We investigated ultrasound patterns of muscle involvement in different types of spinal muscular atrophy (SMA) and their correlation with functional status to determine the pattern of muscle compromise in patients with SMA and the potential role of ultrasound to evaluate disease progression. METHODS We examined muscles (biceps brachii, rectus femoris, diaphragm, intercostals and thoracic multifidus) of 41 patients with SMA (types 1 to 4) and 46 healthy age- and sex-matched control individuals using B-mode ultrasound for gray-scale analysis (GSA), area (biceps brachii and rectus femoris) and diaphragm thickening ratio. Functional scales were applied to patients only. We analyzed ultrasound abnormalities in specific clinical subtypes and correlated findings with functional status. RESULTS Compared with controls, patients had reduced muscle area and increased mean GSA for all muscles (p < 0.001), with an established correlation between the increase in GSA and the severity of SMA for biceps brachii, rectus femoris and intercostals (p = 0.03, 0.01 and 0.004 respectively) when using the Hammersmith Functional Motor Scale Expanded. Diaphragm thickening ratio was normal in the majority of patients, and intercostal muscles had higher GSA than diaphragm in relation to the controls. CONCLUSION Ultrasound is useful for quantifying muscular changes in SMA and correlates with functional status. Diaphragm thickening ratio can be normal even with severe compromise of respiratory muscles in quantitative analysis, and intercostal muscles were more affected than diaphragm.
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Affiliation(s)
- Ana Lucila Moreira
- Departament of Neurology, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil.
| | | | - Graziela Jorge Polido
- Departament of Neurology, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | | | | | - Edmar Zanoteli
- Departament of Neurology, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
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Hirayama M, Ayaki T, Yoshii D, Yasuda K, Takahashi R. Utility of Skeletal Muscle CT in Diagnosing Spinal Muscular Atrophy Type 3 in a Patient Who Had Been Undiagnosed for 50 Years. Cureus 2023; 15:e38709. [PMID: 37292524 PMCID: PMC10246512 DOI: 10.7759/cureus.38709] [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: 05/08/2023] [Indexed: 06/10/2023] Open
Abstract
A 69-year-old woman presented with progressive limb weakness lasting 50 years. She denied any congenital disorders or a family history of neuromuscular disease. At ages 29, 46, and 58 years, she underwent hospitalization and evaluations including electromyogram (EMG) and muscle biopsy, but the results were inconclusive. As a result, she received a tentative diagnosis of myopathy of unknown etiology. However, at the age of 69 years, a computed tomography (CT) scan of her skeletal muscles revealed severe involvement of the triceps brachii, iliopsoas, and gastrocnemius muscles, along with preservation of the biceps brachii, gluteus maximus, and tibialis anterior muscles, which was consistent with spinal muscular atrophy (SMA). Finally, genetic testing revealed the deletion of the survival of the motor neuron 1 (SMN1) gene, confirming the diagnosis of SMA type 3. As our case suggests, SMA patients with prolonged disease duration could be underdiagnosed even after EMG and muscle biopsy. A skeletal CT scan could be useful for the diagnosis of SMA patients compared with MRI.
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Affiliation(s)
| | - Takashi Ayaki
- Neurology, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Daisuke Yoshii
- Neurology, Kyoto University Graduate School of Medicine, Kyoto, JPN
| | - Ken Yasuda
- Neurology, Kyoto University Graduate School of Medicine, Kyoto, JPN
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Zubair AS, Salam S, Dimachkie MM, Machado PM, Roy B. Imaging biomarkers in the idiopathic inflammatory myopathies. Front Neurol 2023; 14:1146015. [PMID: 37181575 PMCID: PMC10166883 DOI: 10.3389/fneur.2023.1146015] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 04/03/2023] [Indexed: 05/16/2023] Open
Abstract
Idiopathic inflammatory myopathies (IIMs) are a group of acquired muscle diseases with muscle inflammation, weakness, and other extra-muscular manifestations. IIMs can significantly impact the quality of life, and management of IIMs often requires a multi-disciplinary approach. Imaging biomarkers have become an integral part of the management of IIMs. Magnetic resonance imaging (MRI), muscle ultrasound, electrical impedance myography (EIM), and positron emission tomography (PET) are the most widely used imaging technologies in IIMs. They can help make the diagnosis and assess the burden of muscle damage and treatment response. MRI is the most widely used imaging biomarker of IIMs and can assess a large volume of muscle tissue but is limited by availability and cost. Muscle ultrasound and EIM are easy to administer and can even be performed in the clinical setting, but they need further validation. These technologies may complement muscle strength testing and laboratory studies and provide an objective assessment of muscle health in IIMs. Furthermore, this is a rapidly progressing field, and new advances are going to equip care providers with a better objective assessment of IIMS and eventually improve patient management. This review discusses the current state and future direction of imaging biomarkers in IIMs.
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Affiliation(s)
- Adeel S. Zubair
- Division of Neuromuscular Diseases, Department of Neurology, Yale University School of Medicine, New Haven, CT, United States
| | - Sharfaraz Salam
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Mazen M. Dimachkie
- Department of Neurology, The University of Kansas Medical Center, Kansas City, KS, United States
| | - Pedro M. Machado
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, University College London, London, United Kingdom
- Centre for Rheumatology, Division of Medicine, University College London, London, United Kingdom
| | - Bhaskar Roy
- Division of Neuromuscular Diseases, Department of Neurology, Yale University School of Medicine, New Haven, CT, United States
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Goryachev I, Tresansky AP, Ely GT, Chrzanowski SM, Nagy JA, Rutkove SB, Anthony BW. Comparison of Quantitative Ultrasound Methods to Classify Dystrophic and Obese Models of Skeletal Muscle. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:1918-1932. [PMID: 35811236 DOI: 10.1016/j.ultrasmedbio.2022.05.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 05/15/2022] [Accepted: 05/17/2022] [Indexed: 06/15/2023]
Abstract
In this study, we compared multiple quantitative ultrasound metrics for the purpose of differentiating muscle in 20 healthy, 10 dystrophic and 10 obese mice. High-frequency ultrasound scans were acquired on dystrophic (D2-mdx), obese (db/db) and control mouse hindlimbs. A total of 248 image features were extracted from each scan, using brightness-mode statistics, Canny edge detection metrics, Haralick features, envelope statistics and radiofrequency statistics. Naïve Bayes and other classifiers were trained on single and pairs of features. The a parameter from the Homodyned K distribution at 40 MHz achieved the best univariate classification (accuracy = 85.3%). Maximum classification accuracy of 97.7% was achieved using a logistic regression classifier on the feature pair of a2 (K distribution) at 30 MHz and brightness-mode variance at 40MHz. Dystrophic and obese mice have muscle with distinct acoustic properties and can be classified to a high level of accuracy using a combination of multiple features.
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Affiliation(s)
- Ivan Goryachev
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Anne Pigula Tresansky
- Harvard-MIT Program in Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Gregory Tsiang Ely
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Stephen M Chrzanowski
- Department of Neurology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Janice A Nagy
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Seward B Rutkove
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Brian W Anthony
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA.
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Gutierrez R, McCrady A, Masterson C, Tolman S, Boukhechba M, Barnes L, Blemker S, Scharf R. Upper EXTremity Examination for Neuromuscular Diseases (U-EXTEND): Protocol for multi-modal feasibility study (Preprint). JMIR Res Protoc 2022; 11:e40856. [PMID: 36301603 PMCID: PMC9650577 DOI: 10.2196/40856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 07/28/2022] [Accepted: 07/30/2022] [Indexed: 11/29/2022] Open
Abstract
Background Neuromuscular diseases, such as spinal muscular atrophy (SMA) and Duchenne muscular dystrophy (DMD), may result in the loss of motor movements, respiratory failure, and early mortality in young children and in adulthood. With novel treatments now available, new evaluation methods are needed to assess progress that is not currently captured in existing motor scale tests. Objective With our feasibility study, our interdisciplinary team of investigators aims to develop a novel, multimodal paradigm of measuring motor function in children with neuromuscular diseases that will revolutionize the way that clinical trial end points are measured, thereby accelerating the pipeline of new treatments for childhood neuromuscular diseases. Through the Upper Extremity Examination for Neuromuscular Diseases (U-EXTEND) study, we hypothesize that the novel objective measures of upper extremity muscle structure and function proposed herein will be able to capture small changes and differences in function that cannot be measured with current clinical metrics. Methods U-EXTEND introduces a novel paradigm in which concrete, quantitative measures are used to assess motor function in patients with SMA and DMD. Aim 1 will focus on the use of ultrasound techniques to study muscle size, quality, and function, specifically isolating the biceps and pronator muscles of the upper extremities for follow-ups over time. To achieve this, clinical investigators will extract a set of measurements related to muscle structure, quality, and function by using ultrasound imaging and handheld dynamometry. Aim 2 will focus on leveraging wearable wireless sensor technology to capture motion data as participants perform activities of daily living. Measurement data will be examined and compared to those from a healthy cohort, and a motor function score will be calculated. Results Data collection for both aims began in January 2021. As of July 2022, we have enrolled 44 participants (9 with SMA, 20 with DMD, and 15 healthy participants). We expect the initial results to be published in summer 2022. Conclusions We hypothesize that by applying the described tools and techniques for measuring muscle structure and upper extremity function, we will have created a system for the precise quantification of changes in motor function among patients with neuromuscular diseases. Our study will allow us to track the minimal clinically important difference over time to assess progress in novel treatments. By comparing the muscle scores and functional scores over multiple visits, we will be able to detect small changes in both the ability of the participants to perform the functional tasks and their intrinsic muscle properties. International Registered Report Identifier (IRRID) DERR1-10.2196/40856
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Affiliation(s)
- Robert Gutierrez
- School of Engineering & Applied Science, University of Virginia, Charlottesville, VA, United States
| | - Allison McCrady
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
| | - Chelsea Masterson
- University of Virginia Children's Hospital, Charlottesville, VA, United States
| | - Sarah Tolman
- School of Engineering & Applied Science, University of Virginia, Charlottesville, VA, United States
| | - Mehdi Boukhechba
- School of Engineering & Applied Science, University of Virginia, Charlottesville, VA, United States
| | - Laura Barnes
- School of Engineering & Applied Science, University of Virginia, Charlottesville, VA, United States
| | - Silvia Blemker
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, United States
| | - Rebecca Scharf
- University of Virginia Children's Hospital, Charlottesville, VA, United States
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11
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Klotz J, Tesi Rocha C, Dunaway Young S, Duong T, Buu M, Sampson J, Day JW. Advances in the Therapy of Spinal Muscular Atrophy. J Pediatr 2021; 236:13-20.e1. [PMID: 34197889 DOI: 10.1016/j.jpeds.2021.06.033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 05/25/2021] [Accepted: 06/16/2021] [Indexed: 10/21/2022]
Affiliation(s)
- Jenna Klotz
- Stanford University School of Medicine, Palo Alto, CA.
| | | | | | - Tina Duong
- Stanford University School of Medicine, Palo Alto, CA
| | - MyMy Buu
- Stanford University School of Medicine, Palo Alto, CA
| | | | - John W Day
- Stanford University School of Medicine, Palo Alto, CA
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12
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Varanoske AN, Coker NA, Johnson BADI, Belity T, Wells AJ. Influence of muscle depth and thickness on ultrasound echo intensity of the vastus lateralis. Acta Radiol 2021; 62:1178-1187. [PMID: 32996322 DOI: 10.1177/0284185120958405] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Ultrasonography is used to evaluate muscle quality (i.e. echo intensity [EI]), but an attenuation of ultrasound waves occurs in deeper tissues, potentially affecting these measures. PURPOSE To determine whether muscle thickness (MT) affects EI and if EI varies between the superficial and deep portions of the muscle. MATERIALS AND METHODS MT, EI, subcutaneous adipose tissue thickness (SAT), tissue depth (DISDEEP), and EI of the overall (EIFULL) as well as deep (EIDEEP) and superficial (EISUPF) portions of the vastus lateralis (VL) were assessed in 33 resistance-trained males using ultrasonography. The difference (EIDIFF) between EISUPF and EIDEEP was calculated. Mean differences between EIFULL, EISUPF, and EIDEEP were analyzed using a repeated-measures analysis of variance (ANOVA). Relationships between measures of muscle depth/ thickness and EI were examined using Pearson's r. RESULTS EISUPF was greater than EIDEEP (P < 0.001) and EIFULL (P < 0.001). MT was negatively correlated with EIFULL (P < 0.001) and positively correlated with EIDIFF (P < 0.001). SAT was not correlated with any EI measure, but DISDEEP was positively correlated with EIDIFF (P < 0.001). CONCLUSION EI of the VL is heterogeneous, as the deeper portion produces lower values than the superficial portion. Thicker muscles present lower EI but have greater discrepancies in EI between the superficial and deep portions. Although SAT was not correlated with EI, DISDEEP was related to EIDIFF, demonstrating that the combination of MT and SAT should be considered when evaluating muscle quality. Future research is necessary to determine if changes in EI following resistance training are driven by increases in MT.
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Affiliation(s)
- Alyssa N Varanoske
- Institute of Exercise Physiology and Rehabilitation Science, Division of Kinesiology, College of Health Professions and Sciences, University of Central Florida, Orlando, FL, USA
| | - Nicholas A Coker
- Institute of Exercise Physiology and Rehabilitation Science, Division of Kinesiology, College of Health Professions and Sciences, University of Central Florida, Orlando, FL, USA
| | - Bri-Ana DI Johnson
- Institute of Exercise Physiology and Rehabilitation Science, Division of Kinesiology, College of Health Professions and Sciences, University of Central Florida, Orlando, FL, USA
| | - Tal Belity
- Institute of Exercise Physiology and Rehabilitation Science, Division of Kinesiology, College of Health Professions and Sciences, University of Central Florida, Orlando, FL, USA
| | - Adam J Wells
- Institute of Exercise Physiology and Rehabilitation Science, Division of Kinesiology, College of Health Professions and Sciences, University of Central Florida, Orlando, FL, USA
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13
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Hannaford A, Vucic S, Kiernan MC, Simon NG. Review Article "Spotlight on Ultrasonography in the Diagnosis of Peripheral Nerve Disease: The Evidence to Date". Int J Gen Med 2021; 14:4579-4604. [PMID: 34429642 PMCID: PMC8378935 DOI: 10.2147/ijgm.s295851] [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: 06/22/2021] [Accepted: 07/27/2021] [Indexed: 11/23/2022] Open
Abstract
Neuromuscular ultrasound is rapidly becoming incorporated into clinical practice as a standard tool in the assessment of peripheral nerve diseases. Ultrasound complements clinical phenotyping and electrodiagnostic evaluation, providing critical structural anatomical information to enhance diagnosis and identify structural pathology. This review article examines the evidence supporting neuromuscular ultrasound in the diagnosis of compressive mononeuropathies, traumatic nerve injury, generalised peripheral neuropathy and motor neuron disease. Extending the sonographic evaluation of nerves beyond simple morphological measurements has the potential to improve diagnostics in peripheral neuropathy, as well as advancing the understanding of pathological mechanisms, which in turn will promote precise therapies and improve therapeutic outcomes.
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Affiliation(s)
- Andrew Hannaford
- Westmead Clinical School, Westmead Hospital, University of Sydney, Sydney, Australia
| | - Steve Vucic
- Westmead Clinical School, Westmead Hospital, University of Sydney, Sydney, Australia
| | - Matthew C Kiernan
- Brain and Mind Centre, University of Sydney, University of Sydney and Department of Neurology, Royal Prince Alfred Hospital, Sydney, Australia
| | - Neil G Simon
- Northern Beaches Clinical School, Macquarie University, Sydney, Australia
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14
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Pino MG, Rich KA, Kolb SJ. Update on Biomarkers in Spinal Muscular Atrophy. Biomark Insights 2021; 16:11772719211035643. [PMID: 34421296 PMCID: PMC8371741 DOI: 10.1177/11772719211035643] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 07/07/2021] [Indexed: 11/25/2022] Open
Abstract
The availability of disease modifying therapies for spinal muscular atrophy (SMA) has created an urgent need to identify clinically meaningful biomarkers. Biomarkers present a means to measure and evaluate neurological disease across time. Changes in biomarkers provide insight into disease progression and may reveal biologic, physiologic, or pharmacologic phenomena occurring prior to clinical detection. Efforts to identify biomarkers for SMA, a genetic motor neuron disease characterized by motor neuron degeneration and weakness, have culminated in a number of putative molecular and physiologic markers that evaluate biological media (eg, blood and cerebrospinal fluid [CSF]) or nervous system function. Such biomarkers include SMN2 copy number, SMN mRNA and protein levels, neurofilament proteins (NFs), plasma protein analytes, creatine kinase (CK) and creatinine (Crn), and various electrophysiology and imaging measures. SMN2 copy number inversely correlates with disease severity and is the best predictor of clinical outcome in untreated individuals. SMN mRNA and protein are commonly measured in the blood or CSF of patients receiving SMA therapies, particularly those aimed at increasing SMN protein expression, and provide insight into current disease state. NFs have proven to be robust prognostic, disease progression, and pharmacodynamic markers for SMA infants undergoing treatment, but less so for adolescents and adults. Select plasma proteins are altered in SMA individuals and may track response to therapy. CK and Crn from blood correlate with motor function and disease severity status and are useful for predicting which individuals will respond to therapy. Electrophysiology measures comprise the most reliable means for monitoring motor function throughout disease course and are sensitive enough to detect neuromuscular changes before overt clinical manifestation, making them robust predictive and pharmacodynamic biomarkers. Finally, magnetic resonance imaging and muscle ultrasonography are non-invasive techniques for studying muscle structure and physiology and are useful diagnostic tools, but cannot reliably track disease progression. Importantly, biomarkers can provide information about the underlying mechanisms of disease as well as reveal subclinical disease progression, allowing for more appropriate timing and dosing of therapy for individuals with SMA. Recent therapeutic advancements in SMA have shown promising results, though there is still a great need to identify and understand the impact of biomarkers in modulating disease onset and progression.
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Affiliation(s)
- Megan G Pino
- Department of Neurology, The Ohio State
University Wexner Medical Center, Columbus, OH, USA
| | - Kelly A Rich
- Department of Neurology, The Ohio State
University Wexner Medical Center, Columbus, OH, USA
| | - Stephen J Kolb
- Department of Neurology, The Ohio State
University Wexner Medical Center, Columbus, OH, USA
- Department of Biological Chemistry and
Pharmacology, The Ohio State University Wexner Medical Center, Columbus, OH,
USA
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15
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García JCG, Hernández-Hernández E. Influence of the Tertile of Birth on Anthropometric Variables, Anaerobic Parameters and Quantitative Muscle Ultrasound in School Children. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18137083. [PMID: 34281020 PMCID: PMC8297315 DOI: 10.3390/ijerph18137083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 06/16/2021] [Accepted: 06/26/2021] [Indexed: 01/23/2023]
Abstract
The relative age effect (RAE) has been studied and demonstrated in the literature. Our study evaluated the influence of birth tertile on anthropometric variables, anaerobic parameters, and quantitative muscle ultrasound in school children. A transversal, comparative, non-randomized study was conducted with 159 participants (9.36 ± 0.84 years) recruited by purposive sampling, of whom 70 were girls (9.50 ± 0.77 years) and 89 were boys (9.25 ± 0.88 years). The sample was divided into groups based on the year of birth, and each group was divided into tertiles. The anthropometric parameters of body weight, height, and fat percentage were measured, and then a right quadriceps ultrasound was performed, followed by the evaluation of CMJ and continuous jumps. Comparison of tertile subgroups showed significant differences in the vertical jump, in girls (CMJ, PCMJ, PCMJR, PCMJDE, PCMJDER, and PP15) and in boys (PCMJ, PCMJR, PCMJDE, and PP15). The results indicate that being born in the first months of the year may have a positive influence on performance in anaerobic tests, such as vertical jump, and on the quantitative ultrasound results of the quadriceps.
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Affiliation(s)
- Juan Carlos Giraldo García
- Área Biomédica, GESTAS Research Group, Politécnico Colombiano Jaime Isaza Cadavid, Medellín 050021, Colombia
- Correspondence: (J.C.G.G.); (E.H.-H.)
| | - Elena Hernández-Hernández
- Sport and Computer Science Department, Universidad Pablo de Olavide, 41013 Seville, Spain
- SEJ-570 MOTIVA2 Research Group, Universidad Pablo de Olavide, 41013 Seville, Spain
- Correspondence: (J.C.G.G.); (E.H.-H.)
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16
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Nakamura R, Kitamura A, Tsukamoto T, Otowa Y, Okamoto N, Ogawa N, Yamakawa I, Kim H, Sanada M, Urushitani M. Spinal Muscular Atrophy Type 3 Showing a Specific Pattern of Selective Vulnerability on Muscle Ultrasound. Intern Med 2021; 60:1935-1939. [PMID: 33456041 PMCID: PMC8263178 DOI: 10.2169/internalmedicine.6396-20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
A 23-year-old woman was admitted for slowly progressive proximal limb muscle weakness from childhood with elevated muscle enzyme levels. Although muscular diseases were suspected, an electromyogram showed remarkable neurogenic changes, and a muscle echogram indicated selective muscle involvement, including dissociation between the soleus and gastrocnemius, which was consistent with previous reports using magnetic resonance imaging (MRI). She was diagnosed with SMA type 3 following genetic testing, and nusinersen was soon initiated. An early diagnosis is mandatory to maximize the benefit of treatment. A muscle echogram may facilitate an early diagnosis in a non-invasive and time-saving manner compared to MRI.
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Affiliation(s)
- Ryutaro Nakamura
- Department of Neurology, Shiga University of Medical Science, Japan
| | - Akihiro Kitamura
- Department of Neurology, Shiga University of Medical Science, Japan
| | | | - Yuhei Otowa
- Department of Neurology, Shiga University of Medical Science, Japan
| | - Naoki Okamoto
- Department of Neurology, Shiga University of Medical Science, Japan
| | - Nobuhiro Ogawa
- Department of Neurology, Shiga University of Medical Science, Japan
| | - Isamu Yamakawa
- Department of Neurology, Shiga University of Medical Science, Japan
| | - Hyoh Kim
- Department of Neurology, Shiga University of Medical Science, Japan
| | - Mitsuru Sanada
- Department of Neurology, Shiga University of Medical Science, Japan
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17
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Boon AJ, Wijntjes J, O'Brien TG, Sorenson EJ, Cazares Gonzalez ML, van Alfen N. Diagnostic accuracy of gray scale muscle ultrasound screening for pediatric neuromuscular disease. Muscle Nerve 2021; 64:50-58. [PMID: 33651404 DOI: 10.1002/mus.27211] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 02/19/2021] [Accepted: 02/27/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Gray scale ultrasound (US) has been demonstrated to be a sensitive and specific tool in the diagnosis of pediatric neuromuscular disease (NMD). With recent advances in genetic testing, the diagnostic work up for NMD has evolved. The purpose of this study was to compare the current diagnostic value of gray scale US to previously defined sensitivities and specificities to determine when this test can add value to a patient's diagnostic workup. METHODS Standardized quantitative gray scale US imaging was performed on 148 pediatric patients presenting for electrodiagnostic testing to evaluate for NMD. Patients were categorized as having an NMD, a non-NMD, or as "uncertain." The US results were defined as normal, borderline or abnormal based on echointensity values. Sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy of the test were calculated. RESULTS Forty-five percent of the patients had an NMD, 54% a non-NMD, and in 1% the diagnosis remained uncertain. US was abnormal in 73% of myopathies, 63% of neuromuscular junction disorders, 60% of generalized neuropathies and 58% of focal neuropathies. After excluding patients in whom muscle US was not expected to be abnormal (eg, sensory neuropathy), sensitivity was 83%, specificity 79%, PPV 75%, NPV 86%, and accuracy 81%. CONCLUSIONS Quantitative gray scale muscle US still has good diagnostic value as a screening tool in pediatric NMD. As with any diagnostic test, muscle US is best used in conjunction with history and physical examination to increase specificity and diagnostic yield.
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Affiliation(s)
- Andrea J Boon
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, Minnesota, USA.,Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Juerd Wijntjes
- Department of Neurology, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Travis G O'Brien
- Department of Physical Medicine and Rehabilitation, Twin Cities Pain Clinic, Edina, Minnesota, USA
| | - Eric J Sorenson
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Nens van Alfen
- Department of Neurology, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
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18
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Shin Y, Yang J, Lee YH, Kim S. Artificial intelligence in musculoskeletal ultrasound imaging. Ultrasonography 2021; 40:30-44. [PMID: 33242932 PMCID: PMC7758096 DOI: 10.14366/usg.20080] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 09/04/2020] [Accepted: 09/06/2020] [Indexed: 12/14/2022] Open
Abstract
Ultrasonography (US) is noninvasive and offers real-time, low-cost, and portable imaging that facilitates the rapid and dynamic assessment of musculoskeletal components. Significant technological improvements have contributed to the increasing adoption of US for musculoskeletal assessments, as artificial intelligence (AI)-based computer-aided detection and computer-aided diagnosis are being utilized to improve the quality, efficiency, and cost of US imaging. This review provides an overview of classical machine learning techniques and modern deep learning approaches for musculoskeletal US, with a focus on the key categories of detection and diagnosis of musculoskeletal disorders, predictive analysis with classification and regression, and automated image segmentation. Moreover, we outline challenges and a range of opportunities for AI in musculoskeletal US practice.
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Affiliation(s)
- YiRang Shin
- Department of Radiology, Research Institute of Radiological Science, and Center for Clinical Imaging Data Science (CCIDS), Yonsei University College of Medicine, Seoul, Korea
| | - Jaemoon Yang
- Department of Radiology, Research Institute of Radiological Science, and Center for Clinical Imaging Data Science (CCIDS), Yonsei University College of Medicine, Seoul, Korea
- Systems Molecular Radiology at Yonsei (SysMolRaY), Seoul, Korea
- Severance Biomedical Science Institute (SBSI), Yonsei University College of Medicine, Seoul, Korea
| | - Young Han Lee
- Department of Radiology, Research Institute of Radiological Science, and Center for Clinical Imaging Data Science (CCIDS), Yonsei University College of Medicine, Seoul, Korea
| | - Sungjun Kim
- Department of Radiology, Research Institute of Radiological Science, and Center for Clinical Imaging Data Science (CCIDS), Yonsei University College of Medicine, Seoul, Korea
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Pandeya SR, Nagy JA, Riveros D, Semple C, Taylor RS, Mortreux M, Sanchez B, Kapur K, Rutkove SB. Predicting myofiber cross-sectional area and triglyceride content with electrical impedance myography: A study in db/db mice. Muscle Nerve 2021; 63:127-140. [PMID: 33063867 PMCID: PMC8891989 DOI: 10.1002/mus.27095] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 08/02/2020] [Accepted: 10/11/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Electrical impedance myography (EIM) provides insight into muscle composition and structure. We sought to evaluate its use in a mouse obesity model characterized by myofiber atrophy. METHODS We applied a prediction algorithm, ie, the least absolute shrinkage and selection operator (LASSO), to surface, needle array, and ex vivo EIM data from db/db and wild-type mice and assessed myofiber cross-sectional area (CSA) histologically and triglyceride (TG) content biochemically. RESULTS EIM data from all three modalities provided acceptable predictions of myofiber CSA with average root mean square error (RMSE) of 15% in CSA (ie, ±209 μm2 for a mean CSA of 1439 μm2 ) and TG content with RMSE of 30% in TG content (ie, ±7.3 nmol TG/mg muscle for a mean TG content of 25.4 nmol TG/mg muscle). CONCLUSIONS EIM combined with a predictive algorithm provides reasonable estimates of myofiber CSA and TG content without the need for biopsy.
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Affiliation(s)
- Sarbesh R. Pandeya
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Janice A. Nagy
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Daniela Riveros
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Carson Semple
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Rebecca S. Taylor
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Marie Mortreux
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Benjamin Sanchez
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
- Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, Utah
| | - Kush Kapur
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Seward B. Rutkove
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
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20
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Neuromuscular Ultrasound in the Pediatric Population. Diagnostics (Basel) 2020; 10:diagnostics10121012. [PMID: 33255940 PMCID: PMC7760629 DOI: 10.3390/diagnostics10121012] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 11/19/2020] [Accepted: 11/24/2020] [Indexed: 12/15/2022] Open
Abstract
The diagnosis and evaluation of neuromuscular disorders traditionally involves electrodiagnostic (EDx) testing, including nerve conduction studies (NCSs) and electromyography (EMG). These tools can cause pain and discomfort, an important consideration when performed on children. Neuromuscular ultrasound is noninvasive, cost-effective, and increasingly utilized for the detection of neuromuscular pathology. Studies investigating the performance and clinical implementation of ultrasound have primarily been performed in adult populations. Ultrasound in children has the potential to guide EDx testing and ultimately improve diagnostic efficiency and accuracy. This review aims to describe key features of neuromuscular ultrasound in the pediatric population based on the available studies, including our own institutional experience.
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21
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Sato Y, Kösters A, Rieder F, Sasho T, Müller E, Wiesinger HP. Quantitative Analysis of Patellar Tendon After Total Knee Arthroplasty Using Echo Intensity: A Nonrandomized Controlled Trial of Alpine Skiing. J Arthroplasty 2020; 35:2858-2864. [PMID: 32561260 DOI: 10.1016/j.arth.2020.05.052] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 05/10/2020] [Accepted: 05/20/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Despite the knee extensor weakness, less attention has been paid to the evaluation of patellar tendon after total knee arthroplasty (TKA). We previously observed patellar tendon hypertrophy after TKA. The purpose of this study is to reanalyze these ultrasound data to detect whether brightness mode ultrasound imaging reflects pathological changes of the patellar tendon after TKA. METHODS Twenty-eight participants with post unilateral TKA were assigned to an intervention group or control group. The intervention group underwent a 12-week skiing program. Patellar tendon mechanical properties were obtained by combining isometric dynamometry, ultrasound imaging, and electromyography in operated knee and nonoperated knee. Luminosity ratio (LR) was measured using echo intensity in a relaxed and maximally loaded phase. RESULTS Baseline comparisons revealed significant effects of the surgical side (P < .001) and loading phase (P = .017), but no interaction between leg and phase (P < .149). LR of the operated knee was significantly lower than LR of the nonoperated knee in relaxed (P < .001) and maximally loaded phases (P = .003). In addition, there was a significant correlation between LR of maximum phase and isometric knee extension torque (r2 = 0.156, P = .038). However, LR was not related to patellar tendon stiffness, Young's modulus, or strain. There was a significant time effect in knee extension torque, but no time effects on LR and tendon force. CONCLUSION Patellar tendon LR is decreased along with degenerative change after TKA. Ultrasound imaging provides a promising metric to acquire in vivo patellar tendon pathological assessment after TKA.
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Affiliation(s)
- Yusuke Sato
- Department of Sport and Exercise Science, Paris Lodron University of Salzburg, Salzburg, Austria; Department of Orthopedic Surgery, Chiba University Hospital, Chiba, Japan
| | - Alexander Kösters
- Department of Sport and Exercise Science, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Florian Rieder
- Department of Sport and Exercise Science, Paris Lodron University of Salzburg, Salzburg, Austria; Department of Physical Medicine and Rehabilitation, Paracelsus Medical University, Salzburg, Austria
| | - Takahisa Sasho
- Department of Orthopedic Surgery, Chiba University Hospital, Chiba, Japan
| | - Erich Müller
- Department of Sport and Exercise Science, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Hans-Peter Wiesinger
- Department of Sport and Exercise Science, Paris Lodron University of Salzburg, Salzburg, Austria
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Verbeek RJ, Mulder PB, Sollie KM, van der Hoeven JH, den Dunnen WFA, Maurits NM, Sival DA. Development of muscle ultrasound density in healthy fetuses and infants. PLoS One 2020; 15:e0235836. [PMID: 32649730 PMCID: PMC7351181 DOI: 10.1371/journal.pone.0235836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 06/23/2020] [Indexed: 11/19/2022] Open
Abstract
Muscle ultrasound density (MUD) is a non-invasive parameter to indicate neuromuscular integrity in both children and adults. In healthy fetuses and infants, physiologic MUD values during development are still lacking. We therefore aimed to determine the physiologic, age-related MUD trend of biceps, quadriceps, tibialis anterior, hamstrings, gluteal and calf muscles, from pre- to the first year of postnatal life. To avoid a bias by pregnancy-related signal disturbances, we expressed fetal MUD as a ratio against bone ultrasound density. We used the full-term prenatal MUD ratio and the newborn postnatal MUD value as reference points, so that MUD development could be quantified from early pre- into postnatal life. Results: During the prenatal period, the total muscle group revealed a developmental MUD trend concerning a fetal increase in MUD-ratio from the 2nd trimester up to the end of the 3rd trimester [median increase: 27% (range 16-45), p < .001]. After birth, MUD-values increased up to the sixth month [median increase: 11% (range -7-27), p = 0.025] and stabilized thereafter. Additionally, there were also individual MUD characteristics per muscle group and developmental stage, such as relatively low MUD values of fetal hamstrings and high values of the paediatric gluteus muscles. These MUD trends are likely to concur with analogous developmentally, maturation-related alterations in the muscle water to peptide content ratios.
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Affiliation(s)
- Renate J. Verbeek
- Department of (Pediatric) Neurology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
- * E-mail:
| | - Petra B. Mulder
- Department of Obstetrics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Krystyna M. Sollie
- Department of Obstetrics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Johannes H. van der Hoeven
- Department of (Pediatric) Neurology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Wilfred F. A. den Dunnen
- Department of Pathology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Natalia M. Maurits
- Department of (Pediatric) Neurology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Deborah A. Sival
- Department of Pediatrics, Beatrix Children’s Hospital, University Medical Center Groningen, University of Groningen, The Netherlands
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23
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Walter MC, Wenninger S, Thiele S, Stauber J, Hiebeler M, Greckl E, Stahl K, Pechmann A, Lochmüller H, Kirschner J, Schoser B. Safety and Treatment Effects of Nusinersen in Longstanding Adult 5q-SMA Type 3 - A Prospective Observational Study. J Neuromuscul Dis 2020; 6:453-465. [PMID: 31594243 PMCID: PMC6918909 DOI: 10.3233/jnd-190416] [Citation(s) in RCA: 128] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Objective: Spinal muscular atrophy (SMA) is a progressive autosomal recessive motor neuron disease caused by loss of the SMN1 gene. Based on randomized clinical trials in children with SMA type 1 and 2, Nusinersen has been approved as the first treatment for all types of SMA, including adults with SMA type 3. Methods: We evaluated the safety and treatment effects of Nusinersen in longstanding adult 5q-SMA type 3. Patients were treated with intrathecal loading doses at day 1, 14, 28 and 63, followed by maintenance dose every four months up to 300 days. We monitored the patients within SMArtCARE, a prospective open-label outcome study for disease progression, side effects and treatment efficacy, encompassing clinical examination including MRC sum score, vital capacity in sitting position (VC, VC % pred.), ALS Functional Rating Scale (ALS-FRS), 6-Minute-Walk-Test (6MWT), Revised Upper Limb Module (RULM), and Hammersmith Functional Rating Scale (HFMSE). We also measured biomarkers in the spinal fluid (phosphorylated neurofilament heavy chain pNFH, neuron-specific enolase NSE, proteins, ß-Amyloid 1–40, ß-Amyloid 1–42, tau and phospho-tau) and creatine kinase (CK). Assessments were performed at baseline, day 63 (V4), day 180 (V5) and day 300 (V6). For statistical analysis, we compared baseline to V4, V5 and V6, using the paired sample t-test. When there were significant differences, we added cohen's d and effect size r for evaluation of clinical meaningfulness. Results: 19 patients were included, 17 of them have completed the observation period of 10 months (day 300, V6). Patients were aged 18 to 59 years with disease duration ranging from 6 to 53 years. Except for the 6MWT, the RULM and the peak cough flow, there were no relevant significant changes in all functional outcome assessments at V4, V5 or V6, compared to baseline. For the 6MWT, there was a statistically significant improvement at visit 5 and at visit 6. RULM-score increased significantly at V6, and peak cough flow at visit 5. In biomarker studies, there was a significant decline in NSE and pTAU as well as a slight increase in proteins. In safety analysis, overall, Nusinersen applications were well tolerated. Eleven patients reported adverse events that were related to the study procedures, comprising back pain in seven patients and post-lumbar-puncture headache following intrathecal administration in four patients. Post-lumbar-puncture headache was reported in three females and one male, in total eleven times of 108 punctures (10%). No serious adverse events occurred. Conclusions: This prospective observational study indicates a mild treatment effect in adults with long-standing SMA3 after 10 months of treatment with Nusinersen, which had never occurred in the natural history of the disease. In our cohort, the most significant outcome measures were the 6MWT with statistically significant changes after day 180 and day 300, RULM after day 300 and peak cough flow after day 180.
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Affiliation(s)
- Maggie C Walter
- Friedrich-Baur-Institute, Department of Neurology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Stephan Wenninger
- Friedrich-Baur-Institute, Department of Neurology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Simone Thiele
- Friedrich-Baur-Institute, Department of Neurology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Julia Stauber
- Friedrich-Baur-Institute, Department of Neurology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Miriam Hiebeler
- Friedrich-Baur-Institute, Department of Neurology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Eva Greckl
- Friedrich-Baur-Institute, Department of Neurology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Kristina Stahl
- Friedrich-Baur-Institute, Department of Neurology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Astrid Pechmann
- Department of Neuropediatrics and Muscle Disorders, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Hanns Lochmüller
- Department of Neuropediatrics and Muscle Disorders, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; and Children's Hospital of Eastern Ontario Research Institute; Division of Neurology, Department of Medicine, The Ottawa Hospital; and Brain and Mind Research Institute, University of Ottawa, Ottawa, Canada
| | - Janbernd Kirschner
- Department of Neuropediatrics and Muscle Disorders, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.,Department of Neuropaediatrics, Rheinische Friedrich-Wilhelms-University Bonn, Bonn, Germany
| | - Benedikt Schoser
- Friedrich-Baur-Institute, Department of Neurology, Ludwig-Maximilians-University of Munich, Munich, Germany
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Regensburger AP, Wagner AL, Hanslik G, Schüssler SC, Fahlbusch FB, Woelfle J, Jüngert J, Trollmann R, Knieling F. Ultra-high-frequency ultrasound in patients with spinal muscular atrophy: A retrospective feasibility study. Muscle Nerve 2020; 61:E18-E21. [PMID: 31884704 DOI: 10.1002/mus.26796] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 12/20/2019] [Accepted: 12/23/2019] [Indexed: 12/12/2022]
Affiliation(s)
- Adrian P Regensburger
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Alexandra L Wagner
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Gregor Hanslik
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Stephanie C Schüssler
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Fabian B Fahlbusch
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Joachim Woelfle
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Jörg Jüngert
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Regina Trollmann
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
| | - Ferdinand Knieling
- Department of Pediatrics and Adolescent Medicine, Friedrich Alexander University of Erlangen-Nuremberg, Erlangen, Germany
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Wang Y, Gutierrez H, Martucci M, Poussaint A, Qi K, Sanchez B, Rutkove SB. Quantitative muscle ultrasound in upper extremity mononeuropathies. Muscle Nerve 2019; 60:67-71. [PMID: 30942930 DOI: 10.1002/mus.26481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2018] [Revised: 03/27/2019] [Accepted: 03/31/2019] [Indexed: 11/11/2022]
Abstract
INTRODUCTION We assessed the potential use of quantitative ultrasound (QUS) in the evaluation hand muscles affected by upper extremity mononeuropathies. METHODS The gray scale levels (GSLs) of abductor pollicis brevis (APB), abductor digiti minimi (ADM), and first dorsal interosseous (FDI) of 30 healthy and 30 upper extremity mononeuropathy patients were measured and compared with standard electrophysiological values. RESULTS Mean GSL was elevated in 34 APBs of carpal tunnel syndrome patients and 18 FDIs of ulnar neuropathy patients (e.g., FDI mean GSL (interquartile range) 31.5 (27.3~43.8) arbitrary units for patients and 24.0(23.0~29.0) for healthy subjects (P = 0.020)). GSL correlated with motor response amplitudes (Spearman's rho (ρ) = -0.39, P = 0.002 in APB, ρ = -0.72, P = 0.002 in FDI, and ρ = -0.43, P = 0.013 in ADM). The APB GSL correlated with electromyographic severity and disease duration (ρ = 0.46, P < 0.001 and ρ = 0.45, P = 0.003). CONCLUSIONS Muscle QUS may serve as a useful tool in upper extremity mononeuropathy evaluation. Further study of this concept is recommended.
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Affiliation(s)
- Yun Wang
- Department of Neurology, Beijing Chaoyang Hospital, Capital Medical University, Chaoyang District, Beijing, China.,Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, Massachusetts, USA
| | - Hilda Gutierrez
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, Massachusetts, USA
| | - Maria Martucci
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, Massachusetts, USA
| | - Alison Poussaint
- Department of Neurology, Beijing Chaoyang Hospital, Capital Medical University, Chaoyang District, Beijing, China.,Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, Massachusetts, USA
| | - Kristin Qi
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, Massachusetts, USA
| | - Benjamin Sanchez
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, Massachusetts, USA
| | - Seward B Rutkove
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, Boston, Massachusetts, USA
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Walker FO, Cartwright MS, Alter KE, Visser LH, Hobson-Webb LD, Padua L, Strakowski JA, Preston DC, Boon AJ, Axer H, van Alfen N, Tawfik EA, Wilder-Smith E, Yoon JS, Kim BJ, Breiner A, Bland JDP, Grimm A, Zaidman CM. Indications for neuromuscular ultrasound: Expert opinion and review of the literature. Clin Neurophysiol 2018; 129:2658-2679. [PMID: 30309740 DOI: 10.1016/j.clinph.2018.09.013] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 08/10/2018] [Accepted: 09/02/2018] [Indexed: 12/11/2022]
Abstract
Over the last two decades, dozens of applications have emerged for ultrasonography in neuromuscular disorders. We wanted to measure its impact on practice in laboratories where the technique is in frequent use. After identifying experts in neuromuscular ultrasound and electrodiagnosis, we assessed their use of ultrasonography for different indications and their expectations for its future evolution. We then identified the earliest papers to provide convincing evidence of the utility of ultrasound for particular indications and analyzed the relationship of their date of publication with expert usage. We found that experts use ultrasonography often for inflammatory, hereditary, traumatic, compressive and neoplastic neuropathies, and somewhat less often for neuronopathies and myopathies. Usage significantly correlated with the timing of key publications in the field. We review these findings and the extensive evidence supporting the value of neuromuscular ultrasound. Advancement of the field of clinical neurophysiology depends on widespread translation of these findings.
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Affiliation(s)
- Francis O Walker
- Department of Neurology at Wake Forest School of Medicine, Medical Center Blvd, Winston-Salem, NC, USA.
| | - Michael S Cartwright
- Department of Neurology at Wake Forest School of Medicine, Medical Center Blvd, Winston-Salem, NC, USA.
| | - Katharine E Alter
- Department of Rehabilitation Medicine, National INeurolnstitutes of Health, Bethesda, MD 20892, USA.
| | - Leo H Visser
- Departments of Neurology and Clinical Neurophysiology, Elisabeth-Tweesteden Hospital, Tilburg, The Netherlands.
| | - Lisa D Hobson-Webb
- Department of Neurology, Neuromuscular Division, Duke University School of Medicine, Durham, NC, USA.
| | - Luca Padua
- Don Carlo Gnocchi ONLUS Foundation, Piazzale Rodolfo Morandi, 6, 20121 Milan, Italy; Department of Geriatrics, Neurosciences and Orthopaedics, Universita Cattolica del Sacro Cuore, Rome, Italy.
| | - Jeffery A Strakowski
- Department of Physical Medicine and Rehabilitation, The Ohio State University, Columbus, OH, USA; Department of Physical Medicine and Rehabilitation, OhioHealth Riverside Methodist Hospital, Columbus, OH, USA; OhioHealth McConnell Spine, Sport and Joint Center, Columbus, OH, USA.
| | - David C Preston
- Neurological Institute, University Hospitals, Cleveland Medical Center, Case Western Reserve University, Cleveland, OH, USA.
| | - Andrea J Boon
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, MN, USA.
| | - Hubertus Axer
- Hans Berger Department of Neurology, Jena University Hospital, Jena 07747, Germany.
| | - Nens van Alfen
- Department of Neurology and Clinical Neurophysiology, Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Eman A Tawfik
- Department of Physical Medicine & Rehabilitation, Faculty of Medicine, Ain Shams University, Cairo, Egypt.
| | - Einar Wilder-Smith
- Department of Neurology, Yong Loo Lin School of Medicine, National University Singapore, Singapore; Department of Neurology, Kantonsspital Lucerne, Switzerland; Department of Neurology, Inselspital Berne, Switzerland.
| | - Joon Shik Yoon
- Department of Physical Medicine and Rehabilitation, Korea University Guro Hospital, Seoul, Republic of Korea.
| | - Byung-Jo Kim
- Department of Neurology, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Republic of Korea.
| | - Ari Breiner
- Division of Neurology, Department of Medicine, The Ottawa Hospital and University of Ottawa, Canada.
| | - Jeremy D P Bland
- Deparment of Clinical Neurophysiology, East Kent Hospitals University NHS Foundation Trust, Canterbury, Kent, UK.
| | - Alexander Grimm
- Department of Neurology, University Hospital Tuebingen, Tuebingen, Germany.
| | - Craig M Zaidman
- Division of Neuromuscular Medicine, Department of Neurology, Washington University in St. Louis, 660 S. Euclid Ave, Box 8111, St. Louis, MO 63110, USA.
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Mul K, Horlings CGC, Vincenten SCC, Voermans NC, van Engelen BGM, van Alfen N. Quantitative muscle MRI and ultrasound for facioscapulohumeral muscular dystrophy: complementary imaging biomarkers. J Neurol 2018; 265:2646-2655. [PMID: 30191320 PMCID: PMC6182682 DOI: 10.1007/s00415-018-9037-y] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2018] [Revised: 08/14/2018] [Accepted: 08/27/2018] [Indexed: 11/11/2022]
Abstract
Objective To assess the overlap of and differences between quantitative muscle MRI and ultrasound in characterizing structural changes in leg muscles of facioscapulohumeral muscular dystrophy (FSHD) patients. Methods We performed quantitative MRI and quantitative ultrasound of ten leg muscles in 27 FSHD patients and assessed images, both quantitatively and visually, for fatty infiltration, fibrosis and edema. Results The MRI fat fraction and ultrasound echogenicity z-score correlated strongly (CC 0.865, p < 0.05) and both correlated with clinical severity (MRI CC 0.828, ultrasound CC 0.767, p < 0.001). Ultrasound detected changes in muscle architecture in muscles that looked normal on MRI. MRI was better in detecting late stages of fatty infiltration and was more suitable to assess muscle edema. Correlations between quantitative and semi-quantitative scores were strong for MRI (CC 0.844–0.982, p < 0.05), and varied for ultrasound (CC 0.427–0.809, p = 0.026–p < 0.001). Conclusions Quantitative muscle MRI and ultrasound are both promising imaging biomarkers for differentiating between degrees of structural muscle changes. As ultrasound is more sensitive to detect subtle structural changes and MRI is more accurate in end stage muscles and detecting edema, the techniques are complementary. Hence, the choice for a particular technique should be considered in light of the trial design.
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Affiliation(s)
- Karlien Mul
- Department of Neurology and Clinical Neurophysiology, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands.
| | - Corinne G C Horlings
- Department of Neurology and Clinical Neurophysiology, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Sanne C C Vincenten
- Department of Neurology and Clinical Neurophysiology, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Nicol C Voermans
- Department of Neurology and Clinical Neurophysiology, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Baziel G M van Engelen
- Department of Neurology and Clinical Neurophysiology, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Nens van Alfen
- Department of Neurology and Clinical Neurophysiology, Radboud University Medical Center, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
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Rutkove SB, Kwon H, Guasch M, Wu JS, Sanchez B. Electrical impedance imaging of human muscle at the microscopic scale using a multi-electrode needle device: A simulation study. Clin Neurophysiol 2018; 129:1704-1708. [PMID: 29804914 DOI: 10.1016/j.clinph.2018.04.746] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 03/23/2018] [Accepted: 04/29/2018] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To use a standard modeling approach to evaluate the feasibility of imaging healthy and diseased skeletal muscle at the microscopic scale with a novel electrical impedance imaging (EII) needle. METHODS We modeled an EII needle containing 16 impedance electrodes arranged circumferentially around the shaft of a non-conductive 19-gauge needle in 4 planes. We then combined the finite element method approach with a reconstruction algorithm to create imaging simulations of the electrical properties of the triceps brachii by localized intramuscular fat (as might be seen in any chronic neuromuscular disease) and by localized edema (as in inflammatory myositis or after direct muscle injury). RESULTS We were able to image a 1 cm radial region of interest with a resolution of 200 µm. Modeling localized deposition of fat and pockets of inflammatory cells, showing clear differences between the two modeled clinical states. CONCLUSIONS This modeling study shows needle EII's ability to image the internal composition of muscle. These results can serve as an initial guide in designing and manufacturing prototype EII needles for experimental testing in animals and eventually in humans. SIGNIFICANCE Needle EII could serve as a new minimally invasive technique for imaging human muscle at the microscopic scale, potentially serving as a new biomarker to assess disease response to therapy.
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Affiliation(s)
- Seward B Rutkove
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215-5491, USA
| | - Hyeuknam Kwon
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215-5491, USA
| | - Maria Guasch
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215-5491, USA
| | - Jim S Wu
- Department Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215-5491, USA
| | - Benjamin Sanchez
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215-5491, USA.
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Abstract
PURPOSE OF REVIEW High-resolution ultrasound has made it possible to view most nerves and muscles in real time and to identify pathologic change in size, echo texture, and vascularity. This article focuses on the principles underlying ultrasound imaging and the application of ultrasound imaging to clinical disorders commonly seen in an electrodiagnostic laboratory. RECENT FINDINGS Ultrasound is a sensitive and specific tool for evaluating myopathic and neurogenic muscle disease. It provides useful information about muscles difficult to study with other technologies, such as the tongue and diaphragm, and is also helpful in evaluating smaller muscles in the hands or feet where correlation with electrodiagnostic studies is possible. For nerves, the resolution of ultrasound is such that it can sensitively identify focal nerve enlargement, which is accurate in the diagnosis of entrapment neuropathies. Furthermore, it can recognize diffuse or multifocal nerve enlargement seen in hereditary and inflammatory neuropathies. SUMMARY Neuromuscular ultrasound is an informative noninvasive tool for evaluating nerve and muscle disease. As the technology continues to advance and becomes widely available, it may become a routine part of residency training, neuromuscular research, and clinical practice.
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Burlina P, Billings S, Joshi N, Albayda J. Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods. PLoS One 2017; 12:e0184059. [PMID: 28854220 PMCID: PMC5576677 DOI: 10.1371/journal.pone.0184059] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Accepted: 08/17/2017] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE To evaluate the use of ultrasound coupled with machine learning (ML) and deep learning (DL) techniques for automated or semi-automated classification of myositis. METHODS Eighty subjects comprised of 19 with inclusion body myositis (IBM), 14 with polymyositis (PM), 14 with dermatomyositis (DM), and 33 normal (N) subjects were included in this study, where 3214 muscle ultrasound images of 7 muscles (observed bilaterally) were acquired. We considered three problems of classification including (A) normal vs. affected (DM, PM, IBM); (B) normal vs. IBM patients; and (C) IBM vs. other types of myositis (DM or PM). We studied the use of an automated DL method using deep convolutional neural networks (DL-DCNNs) for diagnostic classification and compared it with a semi-automated conventional ML method based on random forests (ML-RF) and "engineered" features. We used the known clinical diagnosis as the gold standard for evaluating performance of muscle classification. RESULTS The performance of the DL-DCNN method resulted in accuracies ± standard deviation of 76.2% ± 3.1% for problem (A), 86.6% ± 2.4% for (B) and 74.8% ± 3.9% for (C), while the ML-RF method led to accuracies of 72.3% ± 3.3% for problem (A), 84.3% ± 2.3% for (B) and 68.9% ± 2.5% for (C). CONCLUSIONS This study demonstrates the application of machine learning methods for automatically or semi-automatically classifying inflammatory muscle disease using muscle ultrasound. Compared to the conventional random forest machine learning method used here, which has the drawback of requiring manual delineation of muscle/fat boundaries, DCNN-based classification by and large improved the accuracies in all classification problems while providing a fully automated approach to classification.
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Affiliation(s)
- Philippe Burlina
- Applied Physics Laboratory, Johns Hopkins University, Laurel, Maryland, United States of America
| | - Seth Billings
- Applied Physics Laboratory, Johns Hopkins University, Laurel, Maryland, United States of America
| | - Neil Joshi
- Applied Physics Laboratory, Johns Hopkins University, Laurel, Maryland, United States of America
| | - Jemima Albayda
- Division of Rheumatology, Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
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O'brien TG, Cazares Gonzalez ML, Ghosh PS, Mandrekar J, Boon AJ. Reliability of a novel ultrasound system for gray-scale analysis of muscle. Muscle Nerve 2017; 56:408-412. [PMID: 27977846 DOI: 10.1002/mus.25513] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Revised: 10/31/2016] [Accepted: 12/06/2016] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Ultrasound is increasingly used as an adjunct in the diagnosis of neuromuscular disease by measuring muscle thickness and echointensity (EI). Reproducibility is limited because of variations in scanning technique and proprietary algorithms that alter EI values. METHODS We developed a standardized scanning protocol and a portable machine without any postimaging processing. Ten subjects underwent scanning of 6 muscles by 3 sonographers on 2 separate days. One of the sonographers repeated the protocol with 4 different machine/transducer combinations. Gray-scale values were measured from each image with the use of a region of interest (ROI) box. RESULTS Combined intraclass correlation coefficients were 0.92 (intra-rater), 0.88 (inter-rater), and 0.96 (inter-system). The biceps had the highest variability (coefficient of variance [COV] 12.7%), and the medial gastrocnemius had the lowest variability (COV 7.4%). CONCLUSIONS We demonstrate excellent reliability of a reproducible ultrasound system for gray-scale analysis of muscle that has potential applicability as a screening tool for neuromuscular disease. Muscle Nerve 56: 408-412, 2017.
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Affiliation(s)
- Travis G O'brien
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, 200 First Street SW, Rochester, Minnesota, USA
| | | | - Partha S Ghosh
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jay Mandrekar
- Department of Statistics, Mayo Clinic, Rochester, Minnesota, USA
| | - Andrea J Boon
- Department of Physical Medicine and Rehabilitation, Mayo Clinic, Rochester, 200 First Street SW, Rochester, Minnesota, USA.,Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
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Sogawa K, Nodera H, Takamatsu N, Mori A, Yamazaki H, Shimatani Y, Izumi Y, Kaji R. Neurogenic and Myogenic Diseases: Quantitative Texture Analysis of Muscle US Data for Differentiation. Radiology 2017; 283:492-498. [PMID: 28156201 DOI: 10.1148/radiol.2016160826] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Purpose To assess the multiple texture features of skeletal muscles in neurogenic and myogenic diseases by using ultrasonography (US). Materials and Methods After institutional review board approval, muscle US studies of the medial head of the gastrocnemius were performed prospectively in patients with neurogenic diseases (n = 25 [18 men]; mean age, 66.0 years ± 12.3 [standard deviation]), in patients with myogenic diseases (n = 21 [12 men]; mean age, 68.3 years ± 11.5), and in healthy control subjects (n = 21 [11 men]; mean age, 70.5 years ± 8.4) between January 2013 and May 2016. Written informed consent was obtained. Muscle texture parameters were obtained, and five algorithms were used to classify the groups. Results The neurogenic and myogenic disease groups showed higher echo intensities than the control subjects. The histogram-derived texture parameters had overlaps between the neurogenic and myogenic groups and thus had a low discrimination rate. With assessment of more classes of texture parameters, three groups were correctly classified (100% correct, according to four of five classification algorithms). Tenfold cross validation showed 93.5%-95.7% correct classification between the neurogenic and myogenic groups. The run-length matrix, autoregressive model, and co-occurrence matrix were particularly useful in distinguishing the neurogenic and myogenic groups. Conclusion Texture analysis of muscle US data can enable differentiation between neurogenic and myogenic diseases and is useful in noninvasively assessing underlying disease mechanisms. © RSNA, 2017 Online supplemental material is available for this article.
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Affiliation(s)
- Kazuki Sogawa
- From the Faculty of Medicine (K.S.) and Department of Neurology (H.N., N.T., A.M., H.Y., Y.S., Y.I., R.K.), Tokushima University, 3-18-15 Kuramotocho, Tokushima 770-8503, Japan; and Department of Neurology, Vihara Hananosato Hospital, Hiroshima, Japan (N.T., Y.I.)
| | - Hiroyuki Nodera
- From the Faculty of Medicine (K.S.) and Department of Neurology (H.N., N.T., A.M., H.Y., Y.S., Y.I., R.K.), Tokushima University, 3-18-15 Kuramotocho, Tokushima 770-8503, Japan; and Department of Neurology, Vihara Hananosato Hospital, Hiroshima, Japan (N.T., Y.I.)
| | - Naoko Takamatsu
- From the Faculty of Medicine (K.S.) and Department of Neurology (H.N., N.T., A.M., H.Y., Y.S., Y.I., R.K.), Tokushima University, 3-18-15 Kuramotocho, Tokushima 770-8503, Japan; and Department of Neurology, Vihara Hananosato Hospital, Hiroshima, Japan (N.T., Y.I.)
| | - Atsuko Mori
- From the Faculty of Medicine (K.S.) and Department of Neurology (H.N., N.T., A.M., H.Y., Y.S., Y.I., R.K.), Tokushima University, 3-18-15 Kuramotocho, Tokushima 770-8503, Japan; and Department of Neurology, Vihara Hananosato Hospital, Hiroshima, Japan (N.T., Y.I.)
| | - Hiroki Yamazaki
- From the Faculty of Medicine (K.S.) and Department of Neurology (H.N., N.T., A.M., H.Y., Y.S., Y.I., R.K.), Tokushima University, 3-18-15 Kuramotocho, Tokushima 770-8503, Japan; and Department of Neurology, Vihara Hananosato Hospital, Hiroshima, Japan (N.T., Y.I.)
| | - Yoshimitsu Shimatani
- From the Faculty of Medicine (K.S.) and Department of Neurology (H.N., N.T., A.M., H.Y., Y.S., Y.I., R.K.), Tokushima University, 3-18-15 Kuramotocho, Tokushima 770-8503, Japan; and Department of Neurology, Vihara Hananosato Hospital, Hiroshima, Japan (N.T., Y.I.)
| | - Yuishin Izumi
- From the Faculty of Medicine (K.S.) and Department of Neurology (H.N., N.T., A.M., H.Y., Y.S., Y.I., R.K.), Tokushima University, 3-18-15 Kuramotocho, Tokushima 770-8503, Japan; and Department of Neurology, Vihara Hananosato Hospital, Hiroshima, Japan (N.T., Y.I.)
| | - Ryuji Kaji
- From the Faculty of Medicine (K.S.) and Department of Neurology (H.N., N.T., A.M., H.Y., Y.S., Y.I., R.K.), Tokushima University, 3-18-15 Kuramotocho, Tokushima 770-8503, Japan; and Department of Neurology, Vihara Hananosato Hospital, Hiroshima, Japan (N.T., Y.I.)
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Neuromuscular Ultrasound in the Assessment of Polyneuropathies and Motor Neuron Disease. J Clin Neurophysiol 2017; 33:86-93. [PMID: 27035248 DOI: 10.1097/wnp.0000000000000241] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Neuromuscular ultrasound is an emerging technology for the evaluation of conditions affecting nerve and muscle, with most of the research focusing on focal neuropathies. Despite this focus, researchers have also investigated the ultrasonographic changes that occur in the nerves and muscles of those with more diffuse polyneuropathies and motor neuron diseases, and this review will detail the findings in these conditions. Specific findings are discussed in this article, but general themes will also be presented and include the following: hereditary polyneuropathies show diffuse nerve enlargement, whereas immune-mediated polyneuropathies show more patchy involvement; nerve enlargement is more profound in demyelinating than axonal polyneuropathies; and muscle changes in motor neuron diseases include heterogeneous increases in echogenicity, atrophy, readily detectable fasciculations, and increased subcutaneous tissue thickness.
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34
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Shahrizaila N, Noto Y, Simon NG, Huynh W, Shibuya K, Matamala JM, Dharmadasa T, Devenney E, Kennerson ML, Nicholson GA, Kiernan MC. Quantitative muscle ultrasound as a biomarker in Charcot-Marie-Tooth neuropathy. Clin Neurophysiol 2016; 128:227-232. [PMID: 27940147 DOI: 10.1016/j.clinph.2016.11.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2016] [Revised: 10/13/2016] [Accepted: 11/06/2016] [Indexed: 02/07/2023]
Abstract
OBJECTIVE The utility of quantitative muscle ultrasound as a marker of disease severity in Charcot-Marie-Tooth (CMT) disease subtypes was investigated. METHODS Muscle ultrasound was prospectively performed on 252 individual muscles from 21 CMT patients (9 CMT1A, 8 CMTX1, 4 CMT2A) and compared to 120 muscles from 10 age and gender-matched controls. Muscle ultrasound recorded echogenicity and thickness in representative muscles including first dorsal interosseus (FDI) and tibialis anterior (TA). RESULTS Muscle volume of FDI and thickness of TA correlated with MRC strength. Muscle echogenicity was significantly increased in FDI (65.05 vs 47.09; p<0.0001) and TA (89.45 vs 66.30; p<0.0001) of CMT patients. In TA, there was significantly higher muscle thickness (23 vs 18 vs 16mm; p<0.0001) and lower muscle echogenicity (80 vs 95 vs 108; p<0.0001) in CMT1A compared to CMTX1 and CMT2A. This corresponded to disease severity based on muscle strength (MRC grading CMT1A vs CMTX1 vs CMT2A: 59 vs 48 vs 44; p=0.002). CONCLUSION In CMT, quantitative muscle ultrasound of FDI and TA is a useful marker of disease severity. SIGNIFICANCE The current findings suggest that quantitative muscle ultrasound has potential as a surrogate marker of disease progression in future interventional trials in CMT.
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Affiliation(s)
- N Shahrizaila
- Brain and Mind Centre, University of Sydney, Camperdown, Australia; Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
| | - Y Noto
- Brain and Mind Centre, University of Sydney, Camperdown, Australia
| | - N G Simon
- St Vincent's Clinical School, University of New South Wales, Darlinghurst, Australia
| | - W Huynh
- Brain and Mind Centre, University of Sydney, Camperdown, Australia
| | - K Shibuya
- Brain and Mind Centre, University of Sydney, Camperdown, Australia
| | - J M Matamala
- Brain and Mind Centre, University of Sydney, Camperdown, Australia
| | - T Dharmadasa
- Brain and Mind Centre, University of Sydney, Camperdown, Australia
| | - E Devenney
- Brain and Mind Centre, University of Sydney, Camperdown, Australia
| | - M L Kennerson
- ANZAC Research Institute and Sydney Medical School, University of Sydney, Sydney, Australia
| | - G A Nicholson
- ANZAC Research Institute and Sydney Medical School, University of Sydney, Sydney, Australia
| | - M C Kiernan
- Brain and Mind Centre, University of Sydney, Camperdown, Australia
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Koppaka S, Shklyar I, Rutkove SB, Darras BT, Anthony BW, Zaidman CM, Wu JS. Quantitative Ultrasound Assessment of Duchenne Muscular Dystrophy Using Edge Detection Analysis. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2016; 35:1889-1897. [PMID: 27417736 PMCID: PMC5512886 DOI: 10.7863/ultra.15.04065] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Accepted: 12/13/2015] [Indexed: 06/06/2023]
Abstract
OBJECTIVES The purpose of this study was to investigate the ability of quantitative ultrasound (US) using edge detection analysis to assess patients with Duchenne muscular dystrophy (DMD). METHODS After Institutional Review Board approval, US examinations with fixed technical parameters were performed unilaterally in 6 muscles (biceps, deltoid, wrist flexors, quadriceps, medial gastrocnemius, and tibialis anterior) in 19 boys with DMD and 21 age-matched control participants. The muscles of interest were outlined by a tracing tool, and the upper third of the muscle was used for analysis. Edge detection values for each muscle were quantified by the Canny edge detection algorithm and then normalized to the number of edge pixels in the muscle region. The edge detection values were extracted at multiple sensitivity thresholds (0.01-0.99) to determine the optimal threshold for distinguishing DMD from normal. Area under the receiver operating curve values were generated for each muscle and averaged across the 6 muscles. RESULTS The average age in the DMD group was 8.8 years (range, 3.0-14.3 years), and the average age in the control group was 8.7 years (range, 3.4-13.5 years). For edge detection, a Canny threshold of 0.05 provided the best discrimination between DMD and normal (area under the curve, 0.96; 95% confidence interval, 0.84-1.00). According to a Mann-Whitney test, edge detection values were significantly different between DMD and controls (P < .0001). CONCLUSIONS Quantitative US imaging using edge detection can distinguish patients with DMD from healthy controls at low Canny thresholds, at which discrimination of small structures is best. Edge detection by itself or in combination with other tests can potentially serve as a useful biomarker of disease progression and effectiveness of therapy in muscle disorders.
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Affiliation(s)
- Sisir Koppaka
- Laboratory for Manufacturing and Productivity, Massachusetts Institute of Technology, Cambridge, Massachusetts USA, Medical Electronic Device Realization Center, Massachusetts Institute of Technology, Cambridge, Massachusetts USA
| | - Irina Shklyar
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts USA
| | - Seward B Rutkove
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts USA
| | - Basil T Darras
- Department of Neurology, Boston Children's Hospital, Boston, Massachusetts USA
| | - Brian W Anthony
- Laboratory for Manufacturing and Productivity, Massachusetts Institute of Technology, Cambridge, Massachusetts USA, Medical Electronic Device Realization Center, Massachusetts Institute of Technology, Cambridge, Massachusetts USA
| | - Craig M Zaidman
- Departments of Neurology and Pediatrics, Washington University, St Louis Missouri USA
| | - Jim S Wu
- Department of Radiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts USA
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Nodera H, Takamatsu N, Matsui N, Mori A, Terasawa Y, Shimatani Y, Osaki Y, Maruyama K, Izumi Y, Kaji R. Intramuscular dissociation of echogenicity in the triceps surae characterizes sporadic inclusion body myositis. Eur J Neurol 2015; 23:588-96. [DOI: 10.1111/ene.12899] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Accepted: 10/01/2015] [Indexed: 11/29/2022]
Affiliation(s)
- H. Nodera
- Department of Neurology Tokushima University TokushimaJapan
| | - N. Takamatsu
- Department of Neurology Tokushima University TokushimaJapan
- Vihara Hananosato Hospital MiyoshiJapan
| | - N. Matsui
- Department of Neurology Tokushima University TokushimaJapan
| | - A. Mori
- Department of Neurology Tokushima University TokushimaJapan
| | - Y. Terasawa
- Department of Neurology Tokushima University TokushimaJapan
- Department of Neurology Jikei University School of Medicine Tokyo Japan
| | - Y. Shimatani
- Department of Neurology Tokushima University TokushimaJapan
| | - Y. Osaki
- Department of Neurology Tokushima University TokushimaJapan
| | - K. Maruyama
- Department of Neurology Tokushima University TokushimaJapan
| | - Y. Izumi
- Department of Neurology Tokushima University TokushimaJapan
- Vihara Hananosato Hospital MiyoshiJapan
| | - R. Kaji
- Department of Neurology Tokushima University TokushimaJapan
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Ng KW, Connolly AM, Zaidman CM. Quantitative muscle ultrasound measures rapid declines over time in children with SMA type 1. J Neurol Sci 2015; 358:178-82. [PMID: 26432577 DOI: 10.1016/j.jns.2015.08.1532] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Revised: 08/10/2015] [Accepted: 08/25/2015] [Indexed: 12/14/2022]
Abstract
Muscles are small in spinal muscular atrophy (SMA). It is not known if muscle size changes over time in SMA type 1. We quantified changes over time in muscle size and echointensity during two repeated ultrasound examinations of unilateral proximal (biceps brachii/brachialis and quadriceps) and distal (anterior forearm flexors and tibialis anterior) muscles in three children with SMA type 1. We compared muscle thickness (MT) to body weight-dependent normal reference values. Children were 1, 6, and 11months old at baseline and had 2, 2 and 4 months between ultrasound examinations, respectively. At baseline, MT was normal for weight in all muscles except an atrophic quadriceps in the oldest child. MT decreased and echointensity increased (worsened) over time. At follow up, MT was below normal for weight in the quadriceps in all three children, in the biceps/brachioradialis in two, and in the anterior forearm in one. Tibialis anterior MT remained normal for weight in all three children. Muscle echointensity increased over time in all muscles and, on average, more than doubled in two children. In children with SMA type 1, muscle atrophies and becomes hyperechoic over time. Quantitative muscle ultrasound measures disease progression in SMA type 1 that warrants additional study in more children.
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Affiliation(s)
- Kay W Ng
- Washington University School of Medicine, Department of Neurology, St. Louis, MO 63110, United States
| | - Anne M Connolly
- Washington University School of Medicine, Department of Neurology, St. Louis, MO 63110, United States; Washington University School of Medicine, Department of Pediatrics, St. Louis, MO 63110, United States
| | - Craig M Zaidman
- Washington University School of Medicine, Department of Neurology, St. Louis, MO 63110, United States; Washington University School of Medicine, Department of Pediatrics, St. Louis, MO 63110, United States.
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Simon NG, Ralph JW, Lomen-Hoerth C, Poncelet AN, Vucic S, Kiernan MC, Kliot M. Quantitative ultrasound of denervated hand muscles. Muscle Nerve 2015; 52:221-30. [DOI: 10.1002/mus.24519] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2014] [Indexed: 12/12/2022]
Affiliation(s)
- Neil G. Simon
- Department of Neurology; University of California; San Francisco, San Francisco California USA
- Neuroscience Research Australia; PO Box 1165, Randwick NSW 2031 Australia
- Prince of Wales Clinical School, University of New South Wales; Australia
| | - Jeffrey W. Ralph
- Department of Neurology; University of California; San Francisco, San Francisco California USA
| | - Catherine Lomen-Hoerth
- Department of Neurology; University of California; San Francisco, San Francisco California USA
| | - Ann N. Poncelet
- Department of Neurology; University of California; San Francisco, San Francisco California USA
| | - Steve Vucic
- Neuroscience Research Australia; PO Box 1165, Randwick NSW 2031 Australia
- Westmead Clinical School; C24 Westmead Hospital; The University of Sydney; NSW 2006 Australia
| | - Matthew C. Kiernan
- Brain and Mind Research Institute, The University of Sydney; Mallett St Camperdown Australia
| | - Michel Kliot
- Department of Neurological Surgery; Northwestern Feinberg School of Medicine; Chicago Illinois USA
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Bickerstaffe A, Beelen A, Zwarts MJ, Nollet F, van Dijk JP. Quantitative muscle ultrasound and quadriceps strength in patients with post-polio syndrome. Muscle Nerve 2014; 51:24-9. [DOI: 10.1002/mus.24272] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Revised: 04/10/2014] [Accepted: 04/26/2014] [Indexed: 12/13/2022]
Affiliation(s)
- Alice Bickerstaffe
- Department of Rehabilitation; Academic Medical Center; Postbus 22660 1100 DD Amsterdam The Netherlands
| | - Anita Beelen
- Department of Rehabilitation; Academic Medical Center; Postbus 22660 1100 DD Amsterdam The Netherlands
| | | | - Frans Nollet
- Department of Rehabilitation; Academic Medical Center; Postbus 22660 1100 DD Amsterdam The Netherlands
| | - Johannes P. van Dijk
- Department of Orthodontics; University of Ulm; Ulm Germany
- Epilepsy Centre Kempenhaeghe; Heeze The Netherlands
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Li J, Geisbush TR, Arnold WD, Rosen GD, Zaworski PG, Rutkove SB. A comparison of three electrophysiological methods for the assessment of disease status in a mild spinal muscular atrophy mouse model. PLoS One 2014; 9:e111428. [PMID: 25347197 PMCID: PMC4210182 DOI: 10.1371/journal.pone.0111428] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2014] [Accepted: 09/26/2014] [Indexed: 12/27/2022] Open
Abstract
Objectives There is a need for better, noninvasive quantitative biomarkers for assessing the rate of progression and possible response to therapy in spinal muscular atrophy (SMA). In this study, we compared three electrophysiological measures: compound muscle action potential (CMAP) amplitude, motor unit number estimate (MUNE), and electrical impedance myography (EIM) 50 kHz phase values in a mild mouse model of spinal muscular atrophy, the Smn1c/c mouse. Methods Smn1c/c mice (N = 11) and wild type (WT) animals (−/−, N = 13) were measured on average triweekly until approximately 1 year of age. Measurements included CMAP, EIM, and MUNE of the gastrocnemius muscle as well as weight and front paw grip strength. At the time of sacrifice at one year, additional analyses were performed on the animals including serum survival motor neuron (SMN) protein levels and muscle fiber size. Results Both EIM 50 kHz phase and CMAP showed strong differences between WT and SMA animals (repeated measures 2-way ANOVA, P<0.0001 for both) whereas MUNE did not. Both body weight and EIM showed differences in the trajectory over time (p<0.001 and p = 0.005, respectively). At the time of sacrifice at one year, EIM values correlated to motor neuron counts in the spinal cord and SMN levels across both groups of animals (r = 0.41, p = 0.047 and r = 0.57, p = 0.003, respectively), while CMAP did not. Motor neuron number in Smn1c/c mice was not significantly reduced compared to WT animals. Conclusions EIM appears sensitive to muscle status in this mild animal model of SMA. The lack of a reduction in MUNE or motor neuron number but reduced EIM and CMAP values support that much of the pathology in these animals is distal to the cell body, likely at the neuromuscular junction or the muscle itself.
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Affiliation(s)
- Jia Li
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Tom R. Geisbush
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | - William D. Arnold
- Department of Neurology, Ohio State University, Columbus, Ohio, United States of America
| | - Glenn D. Rosen
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | | | - Seward B. Rutkove
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail:
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Caresio C, Molinari F, Emanuel G, Minetto MA. Muscle echo intensity: reliability and conditioning factors. Clin Physiol Funct Imaging 2014; 35:393-403. [PMID: 24902991 DOI: 10.1111/cpf.12175] [Citation(s) in RCA: 114] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Accepted: 05/09/2014] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To assess the issue of muscle echo intensity reliability and to investigate the relationship between muscle echo intensity and size, shape and location of the region of interest (ROI) used for echo intensity quantification. METHODS Ultrasonographic scans of the following five muscles were acquired in twenty healthy subjects: biceps brachii, rectus femoris, vastus lateralis, tibialis anterior and medial gastrocnemius. Muscle echo intensity was quantified in each scan. RESULTS We found that the agreement between the different sized ROIs considered in each scan ranged from moderate (ICC: 0.54) to high (ICC: 0.86) and that the echo intensity consistency between equal sized ROIs of the three scans ranged from low (ICC: 0.42) to very high (0.91). The echo intensity of tibialis anterior and rectus femoris was different between different sized, shaped and located ROIs. The echo intensity of biceps brachii and tibialis anterior was higher than that of all other muscles, and females had higher echo intensity than males. Moreover, the muscle echo intensity was positively correlated with the subcutaneous layer thickness in three of five muscles. CONCLUSION The echo intensity reliability was function of the ROI size. Muscle and gender variability in echo intensity was likely due to differences in fibrous and adipose tissue content and distribution. Possible explanations for the observed correlations between muscle echo intensity and subcutaneous layer thickness include the dependence of both variables on total body adiposity or the direct dependence of the extent of intramuscular fat on the amount of subcutaneous fat.
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Affiliation(s)
- Cristina Caresio
- Division of Endocrinology, Diabetology and Metabolism, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Filippo Molinari
- Biolab, Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy
| | - Giorgio Emanuel
- Division of Endocrinology, Diabetology and Metabolism, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Marco Alessandro Minetto
- Division of Endocrinology, Diabetology and Metabolism, Department of Medical Sciences, University of Turin, Turin, Italy
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Zaidman CM, Wu JS, Wilder S, Darras BT, Rutkove SB. Minimal training is required to reliably perform quantitative ultrasound of muscle. Muscle Nerve 2014; 50:124-8. [PMID: 24218288 DOI: 10.1002/mus.24117] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2013] [Revised: 10/22/2013] [Accepted: 11/06/2013] [Indexed: 11/10/2022]
Abstract
INTRODUCTION Quantitative ultrasound can measure skeletal muscle pathology. We investigated whether inexperienced evaluators could accurately obtain and analyze ultrasound images. METHODS Two examiners underwent a 20-minute training session before obtaining ultrasound images of several limb muscles in 21 healthy boys and 19 boys with Duchenne muscular dystrophy (DMD). Gray scale levels (GSLs) of muscle and subcutaneous fat were then measured by 2 analysts: a trained research assistant and a radiologist. We compared results between examiners and analysts. RESULTS Interrater reliability of muscle GSLs was high between examiners (ICC ≥ 0.85) and analysts (ICC ≥ 0.84). As anticipated, GSLs were higher in dystrophic than in healthy muscles (P < 0.001). Fat GSLs were less reliable (ICC = 0.5-0.89) than muscle and increased with age and body size. CONCLUSIONS GSLs from ultrasound images of healthy and dystrophic skeletal muscle, but not from subcutaneous fat, can be obtained reliably and can be analyzed by inexperienced evaluators with minimal training.
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Affiliation(s)
- Craig M Zaidman
- Departments of Neurology and Pediatrics, Washington University School of Medicine, 660 South Euclid Avenue, Box 8111, St. Louis, Missouri, 63110, USA
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Abstract
PURPOSE OF REVIEW Spinal muscular atrophy (SMA) is a pediatric neuromuscular condition characterized by progressive proximal muscle weakness. It is one of the most common genetic causes of infant mortality across different races and is caused by mutation of the survival of motor neuron 1 (SMN1) gene on chromosome 5q13. RECENT FINDINGS To date, there have been many therapeutics developments for SMA targeting various potential pathways such as increasing SMN gene expression, enhancing SMN2 exon 7 inclusion, neuroprotection, cell replacement, and gene therapy. SUMMARY Although SMA remains an incurable disease to date, recent advances in the field of basic and translational research have enhanced our understanding of the pathogenesis of the disease and opened new possibilities for therapeutic intervention. This article reviews and highlights past and current translational research on SMA therapeutics.
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Affiliation(s)
- Priyamvada Singh
- aDepartment of Neurology, Boston Children's Hospital and Harvard Medical School, Boston bSaint Vincent Hospital, Worcester, USA *Priyamvada Singh and Wendy K.M. Liew contributed equally to the writing of this article
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Liew WKM, Kang PB. Recent developments in the treatment of Duchenne muscular dystrophy and spinal muscular atrophy. Ther Adv Neurol Disord 2013; 6:147-60. [PMID: 23634188 DOI: 10.1177/1756285612472386] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Pediatric neuromuscular disorders comprise a large variety of disorders that can be classified based on their neuroanatomical localization, patterns of weakness, and laboratory test results. Over the last decade, the field of translational research has been active with many ongoing clinical trials. This is particularly so in two common pediatric neuromuscular disorders: Duchenne muscular dystrophy and spinal muscular atrophy. Although no definitive therapy has yet been found, numerous active areas of research raise the potential for novel therapies in these two disorders, offering hope for improved quality of life and life expectancy for affected individuals.
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Affiliation(s)
- Wendy K M Liew
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, USA and Neurology service, Department of Paediatric Medicine, KK Women's and Children's Hospital, Singapore
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Hobson-Webb LD. Neuromuscular ultrasound in polyneuropathies and motor neuron disease. Muscle Nerve 2013; 47:790-804. [DOI: 10.1002/mus.23737] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2012] [Indexed: 12/12/2022]
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Dedifferentiated peripheral chondrosarcoma: a review of radiologic characteristics. Sarcoma 2013; 2013:505321. [PMID: 23589702 PMCID: PMC3621361 DOI: 10.1155/2013/505321] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2012] [Accepted: 02/24/2013] [Indexed: 01/09/2023] Open
Abstract
Introduction. Peripheral de-differentiated chondrosarcomas are among the rarest malignant mesenchymal tumors. This tumor's descriptive radiographic characteristics are reported but objective quantification does not exist. This investigation surveyed imaging of peripheral de-differentiated chondrosarcomas to facilitate better recognition of these uncommon tumors. Methods. Database interrogation for peripheral de-differentiated chondrosarcomas was performed; 23 patients were identified and imaging for 18 was reviewed. A musculoskeletal radiologist reviewed all studies for mineralization characteristics; presence of pre-existing osteochondromas; preserved corticomedullary continuity; adjacent cortical obliteration; soft-tissue mass; tumor necrosis; and presence of a cartilage cap. Tumor luminance was measured with computer software. Results. Mineralization was present in 17 tumors. Pre-existing exostoses were evident in nine cases, corticomedullary continuity was preserved in three cases. There was no difference in mineralization or other characteristics based on tumor location. Mean tumor luminance was 94.9 candela/m2. Conclusions. The imaging characteristics described for central de-differentiated chondrosarcomas are similar to the peripheral form of this tumor. Peripheral mineralization with a bimorphic pattern on CT scan and the presence of a soft-tissue mass should be considered worrisome for a peripheral de-differentiated chondrosarcoma, particularly in the setting of multiple hereditary exostoses.
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Jacobs J, Jansen M, Janssen H, Raijmann W, Van Alfen N, Pillen S. Quantitative muscle ultrasound and muscle force in healthy children: A 4-year follow-up study. Muscle Nerve 2013; 47:856-63. [DOI: 10.1002/mus.23690] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/20/2012] [Indexed: 12/14/2022]
Affiliation(s)
- Joost Jacobs
- Department of Neurology and Clinical Neurophysiology (920); Donders Centre of Neuroscience; Radboud University Nijmegen Medical Centre; P.O. Box 9101; 6500HB; Nijmegen; The Netherlands
| | - Merel Jansen
- Department of Rehabilitation; Radboud University Nijmegen Medical Centre; Nijmegen; The Netherlands
| | - Henny Janssen
- Department of Neurology and Clinical Neurophysiology (920); Donders Centre of Neuroscience; Radboud University Nijmegen Medical Centre; P.O. Box 9101; 6500HB; Nijmegen; The Netherlands
| | - Wilma Raijmann
- Department of Neurology and Clinical Neurophysiology (920); Donders Centre of Neuroscience; Radboud University Nijmegen Medical Centre; P.O. Box 9101; 6500HB; Nijmegen; The Netherlands
| | - Nens Van Alfen
- Department of Neurology and Clinical Neurophysiology (920); Donders Centre of Neuroscience; Radboud University Nijmegen Medical Centre; P.O. Box 9101; 6500HB; Nijmegen; The Netherlands
| | - Sigrid Pillen
- Department of Neurology and Clinical Neurophysiology (920); Donders Centre of Neuroscience; Radboud University Nijmegen Medical Centre; P.O. Box 9101; 6500HB; Nijmegen; The Netherlands
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Zaidman CM, Holland MR, Noetzel MJ, Park TS, Pestronk A. Newborn brachial plexus palsy: Evaluation of severity using quantitative ultrasound of muscle. Muscle Nerve 2012; 47:246-54. [DOI: 10.1002/mus.23518] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/03/2012] [Indexed: 12/12/2022]
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Zaidman CM, Holland MR, Hughes MS. Quantitative ultrasound of skeletal muscle: reliable measurements of calibrated muscle backscatter from different ultrasound systems. ULTRASOUND IN MEDICINE & BIOLOGY 2012; 38:1618-1625. [PMID: 22763008 PMCID: PMC3632310 DOI: 10.1016/j.ultrasmedbio.2012.04.020] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2011] [Revised: 02/27/2012] [Accepted: 04/25/2012] [Indexed: 06/01/2023]
Abstract
Widespread implementation of quantitative muscle ultrasonography in assessing skeletal muscle pathology is limited by an inability to replicate results between different ultrasound systems. We have developed a measurement of skeletal muscle pathology, calibrated muscle backscatter (cMB), which should be reproducible between different ultrasound systems. We compared the reliability of grayscale and cMB measurements between different ultrasound systems, configurations and region-of-interest (ROI) sizes. cMB of skeletal muscle was reliably measured (intraclass correlation coefficient [ICC] ≤0.98) despite very dissimilar grayscale levels (ICC ≤0.54). cMB reliability was highest between systems using similar settings (ICC: 0.82-0.98) and was lowest when transducer type varied (ICC: 0.47-0.71). Reliability was better from ROIs spanning a narrow range of depths compared with larger ranges. cMB measurements are more reliable than grayscale between different ultrasound systems and configurations. Measuring cMB could improve widespread implementation of quantitative ultrasound in assessments of skeletal muscle pathology.
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Affiliation(s)
- Craig M Zaidman
- Department of Neurology, Neuromuscular Division, Washington University School of Medicine, St. Louis, MO, USA.
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50
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Electromyography and muscle ultrasound in ALS diagnosis, complementary or competitive? Clin Neurophysiol 2012; 123:1485-6. [DOI: 10.1016/j.clinph.2011.12.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2011] [Revised: 12/13/2011] [Accepted: 12/14/2011] [Indexed: 11/17/2022]
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