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Riem L, DuCharme O, Cousins M, Feng X, Kenney A, Morris J, Tapscott SJ, Tawil R, Statland J, Shaw D, Wang L, Walker M, Lewis L, Jacobs MA, Leung DG, Friedman SD, Blemker SS. AI driven analysis of MRI to measure health and disease progression in FSHD. Sci Rep 2024; 14:15462. [PMID: 38965267 PMCID: PMC11224366 DOI: 10.1038/s41598-024-65802-x] [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: 04/03/2024] [Accepted: 06/24/2024] [Indexed: 07/06/2024] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) affects roughly 1 in 7500 individuals. While at the population level there is a general pattern of affected muscles, there is substantial heterogeneity in muscle expression across- and within-patients. There can also be substantial variation in the pattern of fat and water signal intensity within a single muscle. While quantifying individual muscles across their full length using magnetic resonance imaging (MRI) represents the optimal approach to follow disease progression and evaluate therapeutic response, the ability to automate this process has been limited. The goal of this work was to develop and optimize an artificial intelligence-based image segmentation approach to comprehensively measure muscle volume, fat fraction, fat fraction distribution, and elevated short-tau inversion recovery signal in the musculature of patients with FSHD. Intra-rater, inter-rater, and scan-rescan analyses demonstrated that the developed methods are robust and precise. Representative cases and derived metrics of volume, cross-sectional area, and 3D pixel-maps demonstrate unique intramuscular patterns of disease. Future work focuses on leveraging these AI methods to include upper body output and aggregating individual muscle data across studies to determine best-fit models for characterizing progression and monitoring therapeutic modulation of MRI biomarkers.
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Affiliation(s)
- Lara Riem
- Springbok Analytics, 110 Old Preston Ave., Charlottesville, VA, 22902, USA
| | - Olivia DuCharme
- Springbok Analytics, 110 Old Preston Ave., Charlottesville, VA, 22902, USA
| | - Matthew Cousins
- Springbok Analytics, 110 Old Preston Ave., Charlottesville, VA, 22902, USA
| | - Xue Feng
- Springbok Analytics, 110 Old Preston Ave., Charlottesville, VA, 22902, USA
| | - Allison Kenney
- Springbok Analytics, 110 Old Preston Ave., Charlottesville, VA, 22902, USA
| | - Jacob Morris
- Springbok Analytics, 110 Old Preston Ave., Charlottesville, VA, 22902, USA
| | | | - Rabi Tawil
- University of Rochester Medical Center, Rochester, NY, USA
| | - Jeff Statland
- University of Kansas Medical Center, Kansas City, KS, USA
| | - Dennis Shaw
- Seattle Children's Hospital, Seattle, WA, USA
- University of Washington, Seattle, WA, USA
| | - Leo Wang
- University of Washington, Seattle, WA, USA
| | | | - Leann Lewis
- University of Rochester Medical Center, Rochester, NY, USA
| | - Michael A Jacobs
- University of Texas Health Science Center at Houston (UTHealth Houston), Houston, TX, USA
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Rice University, Houston, TX, USA
| | - Doris G Leung
- Kennedy Krieger Institute, Baltimore, MD, USA
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Silvia S Blemker
- Springbok Analytics, 110 Old Preston Ave., Charlottesville, VA, 22902, USA.
- University of Virginia, Charlottesville, VA, USA.
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Wilson VD, Bommart S, Passerieux E, Thomas C, Pincemail J, Picot MC, Mercier J, Portet F, Arbogast S, Laoudj-Chenivesse D. Muscle strength, quantity and quality and muscle fat quantity and their association with oxidative stress in patients with facioscapulohumeral muscular dystrophy: Effect of antioxidant supplementation. Free Radic Biol Med 2024; 219:112-126. [PMID: 38574978 DOI: 10.1016/j.freeradbiomed.2024.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 03/19/2024] [Accepted: 04/01/2024] [Indexed: 04/06/2024]
Abstract
The purpose of this study was to identify causes of quadriceps muscle weakness in facioscapulohumeral muscular dystrophy (FSHD). To this aim, we evaluated quadriceps muscle and fat volumes by magnetic resonance imaging and their relationships with muscle strength and oxidative stress markers in adult patients with FSHD (n = 32) and healthy controls (n = 7), and the effect of antioxidant supplementation in 20 of the 32 patients with FSHD (n = 10 supplementation and n = 10 placebo) (NCT01596803). Compared with healthy controls, the dominant quadriceps strength and quality (muscle strength per unit of muscle volume) were decreased in patients with FSHD. In addition, fat volume was increased, without changes in total muscle volume. Moreover, in patients with FSHD, the lower strength of the non-dominant quadriceps was associated with lower muscle quality compared with the dominant muscle. Antioxidant supplementation significantly changed muscle and fat volumes in the non-dominant quadriceps, and muscle quality in the dominant quadriceps. This was associated with improved muscle strength (both quadriceps) and antioxidant response. These findings suggest that quadriceps muscle strength decline may not be simply explained by atrophy and may be influenced also by the muscle intrinsic characteristics. As FSHD is associated with increased oxidative stress, supplementation might reduce oxidative stress and increase antioxidant defenses, promoting changes in muscle function.
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Affiliation(s)
- Vinicius Dias Wilson
- PhyMedExp, Université de Montpellier, INSERM, CNRS, Montpellier, France; Centro Universitário Estácio de Belo Horizonte, Minas Gerais, Brazil.
| | - Sébastien Bommart
- PhyMedExp, Université de Montpellier, INSERM, CNRS, Montpellier, France; Department of Radiology, CHU of Montpellier, Arnaud de Villeneuve Hospital, 34090, Montpellier, France.
| | - Emilie Passerieux
- PhyMedExp, Université de Montpellier, INSERM, CNRS, Montpellier, France.
| | - Claire Thomas
- PhyMedExp, Université de Montpellier, INSERM, CNRS, Montpellier, France; LBEPS, Univ Evry, IRBA, University Paris Saclay, 91025, Evry, France.
| | - Joël Pincemail
- Department of CREDEC, Department of Medical Chemistry, University Hospital of Liege, Sart Tilman, Liege, Belgium.
| | - Marie Christine Picot
- Department of Biostatistics and Epidemiology, University Hospital, Montpellier, France; CIC 1001-INSERM, Montpellier, France.
| | - Jacques Mercier
- PhyMedExp, Université de Montpellier, INSERM, CNRS, Montpellier, France; Department of Clinical Physiology, CHU of Montpellier, Montpellier, France.
| | - Florence Portet
- Department of Clinical Physiology, CHU of Montpellier, Montpellier, France; U1061 INSERM, CHU de Montpellier, Montpellier University, France.
| | - Sandrine Arbogast
- PhyMedExp, Université de Montpellier, INSERM, CNRS, Montpellier, France.
| | - Dalila Laoudj-Chenivesse
- PhyMedExp, Université de Montpellier, INSERM, CNRS, Montpellier, France; Department of Clinical Physiology, CHU of Montpellier, Montpellier, France.
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Nassar J, Trabelsi A, Amer R, Le Fur Y, Attarian S, Radunsky D, Blumenfeld-Katzir T, Greenspan H, Bendahan D, Ben-Eliezer N. Estimation of subvoxel fat infiltration in neurodegenerative muscle disorders using quantitative multi-T 2 analysis. NMR IN BIOMEDICINE 2023:e4947. [PMID: 37021657 DOI: 10.1002/nbm.4947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 02/13/2023] [Accepted: 03/21/2023] [Indexed: 06/19/2023]
Abstract
MRI's T2 relaxation time is a valuable biomarker for neuromuscular disorders and muscle dystrophies. One of the hallmarks of these pathologies is the infiltration of adipose tissue and a loss of muscle volume. This leads to a mixture of two signal components, from fat and from water, to appear in each imaged voxel, each having a specific T2 relaxation time. In this proof-of-concept work, we present a technique that can separate the signals from water and from fat within each voxel, measure their separate T2 values, and calculate their relative fractions. The echo modulation curve (EMC) algorithm is a dictionary-based technique that offers accurate and reproducible mapping of T2 relaxation times. We present an extension of the EMC algorithm for estimating subvoxel fat and water fractions, alongside the T2 and proton-density values of each component. To facilitate data processing, calf and thigh anatomy were automatically segmented using a fully convolutional neural network and FSLeyes software. The preprocessing included creating two signal dictionaries, for water and for fat, using Bloch simulations of the prospective protocol. Postprocessing included voxelwise fitting for two components, by matching the experimental decay curve to a linear combination of the two simulated dictionaries. Subvoxel fat and water fractions and relaxation times were generated and used to calculate a new quantitative biomarker, termed viable muscle index, and reflecting disease severity. This biomarker indicates the fraction of remaining muscle out of the entire muscle region. The results were compared with those using the conventional Dixon technique, showing high agreement (R = 0.98, p < 0.001). It was concluded that the new extension of the EMC algorithm can be used to quantify abnormal fat infiltration as well as identify early inflammatory processes corresponding to elevation in the T2 value of the water (muscle) component. This new ability may improve the diagnostic accuracy of neuromuscular diseases, help stratification of patients according to disease severity, and offer an efficient tool for tracking disease progression.
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Affiliation(s)
- Jannette Nassar
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
| | | | - Rula Amer
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
| | | | - Shahram Attarian
- Reference Center for Neuromuscular Diseases and ALS, La Timone University Hospital, Aix-Marseille University, Marseille, France
- Inserm, GMGF, Aix Marseille University, Marseille, France
| | - Dvir Radunsky
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
| | | | - Hayit Greenspan
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
| | | | - Noam Ben-Eliezer
- Department of Biomedical Engineering, Tel Aviv University, Tel Aviv, Israel
- Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
- Center for Advanced Imaging Innovation and Research, New York University Langone Medical Center, New York, New York, USA
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Amzali S, Wilson VD, Bommart S, Picot MC, Galas S, Mercier J, Poucheret P, Cristol JP, Arbogast S, Laoudj-Chenivesse D. Nutritional Status of Patients with Facioscapulohumeral Muscular Dystrophy. Nutrients 2023; 15:nu15071673. [PMID: 37049513 PMCID: PMC10096775 DOI: 10.3390/nu15071673] [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: 02/17/2023] [Revised: 03/15/2023] [Accepted: 03/24/2023] [Indexed: 04/14/2023] Open
Abstract
In patients with facioscapulohumeral muscular dystrophy (FSHD), a rare genetic neuromuscular disease, reduced physical performance is associated with lower blood levels of vitamin C, zinc, selenium, and increased oxidative stress markers. Supplementation of vitamin C, vitamin E, zinc, and selenium improves the quadriceps' physical performance. Here, we compared the nutritional status of 74 women and 85 men with FSHD. Calorie intake was lower in women with FSHD than in men. Moreover, we assessed vitamin C, vitamin E, zinc, copper, and selenium intakes in diet and their concentrations in the plasma. Vitamin E, copper, and zinc intake were lower in women with FSHD than in men, whereas plasma vitamin C, copper levels, and copper/zinc ratio were higher in women with FSHD than in men. The dietary intake and plasma concentrations of the studied vitamins and minerals were not correlated in both sexes. A well-balanced and varied diet might not be enough in patients with FSHD to correct the observed vitamin/mineral deficiencies. A low energy intake is a risk factor for suboptimal intake of proteins, vitamins, and minerals that are important for protein synthesis and other metabolic pathways and that might contribute to progressive muscle mass loss. Antioxidant supplementation and higher protein intake seem necessary to confer protection against oxidative stress and skeletal muscle mass loss.
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Affiliation(s)
- Sedda Amzali
- PhyMedExp, Université de Montpellier, INSERM, CNRS, CHU de Montpellier, 34295 Montpellier, France
| | - Vinicius Dias Wilson
- Departamento de Educação Física, Centro Universitário Estácio de Belo Horizonte, Belo Horizonte 30411-052, Minas Gerais, Brazil
- Pró-Reitoria de Assuntos Comunitários e Estudantis, Universidade Federal dos Vales do Jequitinhonha e Mucuri, Diamantina 39100-000, Minas Gerais, Brazil
| | - Sébastien Bommart
- PhyMedExp, Université de Montpellier, INSERM, CNRS, CHU de Montpellier, 34295 Montpellier, France
- Service de Radiologie, Hôpital Arnaud-de-Villeneuve, CHU de Montpellier, 34295 Montpellier, France
| | - Marie-Christine Picot
- Clinical Research and Epidemiology Unit (Department of Medicale Information), Centre d'Investigation Clinique 1411 INSERM, CHU Montpellier, Univ Montpellier, CEDEX 5, 34295 Montpellier, France
| | - Simon Galas
- Institut des Biomolecules Max Mousseron (IBMM), Centre National de Recherche Scientifique (CNRS), University of Montpellier, ENSCM, 34000 Montpellier, France
| | - Jacques Mercier
- PhyMedExp, Université de Montpellier, INSERM, CNRS, CHU de Montpellier, 34295 Montpellier, France
- Department of Clinical Physiology, CHU of Montpellier, 34295 Montpellier, France
| | - Patrick Poucheret
- Qualisud, Université de Montpellier, CIRAD, Institut Agro, IRD, Avignon Université, Université de La Réunion, 34000 Montpellier, France
| | - Jean-Paul Cristol
- PhyMedExp, Université de Montpellier, INSERM, CNRS, CHU de Montpellier, 34295 Montpellier, France
- Department of Biochemistry, University Hospital of Montpellier, 34295 Montpellier, France
| | - Sandrine Arbogast
- PhyMedExp, Université de Montpellier, INSERM, CNRS, CHU de Montpellier, 34295 Montpellier, France
| | - Dalila Laoudj-Chenivesse
- PhyMedExp, Université de Montpellier, INSERM, CNRS, CHU de Montpellier, 34295 Montpellier, France
- Department of Clinical Physiology, CHU of Montpellier, 34295 Montpellier, France
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Ghasemi M, Emerson CP, Hayward LJ. Outcome Measures in Facioscapulohumeral Muscular Dystrophy Clinical Trials. Cells 2022; 11:687. [PMID: 35203336 PMCID: PMC8870318 DOI: 10.3390/cells11040687] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 02/11/2022] [Accepted: 02/15/2022] [Indexed: 02/04/2023] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is a debilitating muscular dystrophy with a variable age of onset, severity, and progression. While there is still no cure for this disease, progress towards FSHD therapies has accelerated since the underlying mechanism of epigenetic derepression of the double homeobox 4 (DUX4) gene leading to skeletal muscle toxicity was identified. This has facilitated the rapid development of novel therapies to target DUX4 expression and downstream dysregulation that cause muscle degeneration. These discoveries and pre-clinical translational studies have opened new avenues for therapies that await evaluation in clinical trials. As the field anticipates more FSHD trials, the need has grown for more reliable and quantifiable outcome measures of muscle function, both for early phase and phase II and III trials. Advanced tools that facilitate longitudinal clinical assessment will greatly improve the potential of trials to identify therapeutics that successfully ameliorate disease progression or permit muscle functional recovery. Here, we discuss current and emerging FSHD outcome measures and the challenges that investigators may experience in applying such measures to FSHD clinical trial design and implementation.
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Affiliation(s)
- Mehdi Ghasemi
- Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA; (C.P.E.J.); (L.J.H.)
- Wellstone Muscular Dystrophy Program, Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Charles P. Emerson
- Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA; (C.P.E.J.); (L.J.H.)
- Wellstone Muscular Dystrophy Program, Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
| | - Lawrence J. Hayward
- Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA; (C.P.E.J.); (L.J.H.)
- Wellstone Muscular Dystrophy Program, Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA 01655, USA
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Increased resistance towards fatigability in patients with facioscapulohumeral muscular dystrophy. Eur J Appl Physiol 2021; 121:1617-1629. [PMID: 33646424 PMCID: PMC8144151 DOI: 10.1007/s00421-021-04650-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 02/19/2021] [Indexed: 11/01/2022]
Abstract
PURPOSE In facioscapulohumeral muscular dystrophy (FSHD) fatigue is a major complaint. We aimed to investigate whether during isometric sustained elbow flexions, performance fatigability indexes differ in patients with FSHD with respect to healthy controls. METHODS Seventeen patients with FSHD and seventeen healthy controls performed two isometric flexions of the dominant biceps brachii at 20% of their maximal voluntary contraction (MVC) for 2 min and then at 60% MVC until exhaustion. Muscle weakness was characterized as a percentage of predicted values. Maximal voluntary strength, endurance time and performance fatigability indices (mean frequency of the power spectrum (MNF), muscle fiber conduction velocity (CV) and fractal dimension (FD)), extracted from the surface electromyogram signal (sEMG) were compared between the two groups. RESULTS In patients with FSHD, maximal voluntary strength was 68.7% of predicted value (p < 0.01). Compared to healthy controls, FSHD patients showed reduced MVC (p < 0.001; r = 0.62) and lower levels of performance fatigability, characterized by reduced rate of changes in MNF (p < 0.01; r = 0.56), CV (p < 0.05; 0.37) and FD (p < 0.001; r = 0.51) and increased endurance time (p < 0.001; r = 0.63), during the isometric contraction at 60% MVC. CONCLUSION A decreased reduction in the slopes of all the considered sEMG parameters during sustained isometric elbow flexions suggests that patients with FSHD experience lower levels of performance fatigability compared to healthy controls.
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Gerhalter T, Marty B, Gast LV, Porzelt K, Heiss R, Uder M, Schwab S, Carlier PG, Nagel AM, Türk M. Quantitative 1H and 23Na muscle MRI in Facioscapulohumeral muscular dystrophy patients. J Neurol 2020; 268:1076-1087. [PMID: 33047224 PMCID: PMC7914168 DOI: 10.1007/s00415-020-10254-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 09/29/2020] [Accepted: 10/01/2020] [Indexed: 12/11/2022]
Abstract
Objective Our aim was to assess the role of quantitative 1H and 23Na MRI methods in providing imaging biomarkers of disease activity and severity in patients with Facioscapulohumeral muscular dystrophy (FSHD). Methods We imaged the lower leg muscles of 19 FSHD patients and 12 controls with a multimodal MRI protocol to obtain STIR-T2w images, fat fraction (FF), water T2 (wT2), water T1 (wT1), tissue sodium concentration (TSC), and intracellular-weighted sodium signal (inversion recovery (IR) and triple quantum filter (TQF) sequence). In addition, the FSHD patients underwent muscle strength testing. Results Imaging biomarkers related with water mobility (wT1 and wT2) and ion homeostasis (TSC, IR, TQF) were increased in muscles of FSHD patients. Muscle groups with FF > 10% had higher wT2, wT1, TSC, IR, and TQF values than muscles with FF < 10%. Muscles with FF < 10% resembled muscles of healthy controls for these MRI disease activity measures. However, wT1 was increased in few muscles without fat replacement. Furthermore, few STIR-negative muscles (n = 11/76) exhibited increased wT1, TSC, IR or TQF. Increased wT1 as well as 23Na signals were also present in muscles with normal wT2. Muscle strength was related to the mean FF and all imaging biomarkers of tibialis anterior except wT2 were correlated with dorsal flexion. Conclusion The newly evaluated imaging biomarkers related with water mobility (wT1) and ion homeostasis (TSC, IR, TQF) showed different patterns compared to the established markers like FF in muscles of FSHD patients. These quantitative biomarkers could thus contain valuable complementary information for the early characterization of disease progression. Electronic supplementary material The online version of this article (10.1007/s00415-020-10254-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Teresa Gerhalter
- Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Maximiliansplatz 3, 91054, Erlangen, Germany.
| | - Benjamin Marty
- NMR Laboratory, Institute of Myology, Paris, France
- NMR Laboratory, CEA/DRF, IBFJ/MIRCen, Paris, France
| | - Lena V Gast
- Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Maximiliansplatz 3, 91054, Erlangen, Germany
- Institute of Medical Physics, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Erlangen, Germany
| | - Katharina Porzelt
- Department of Neurology, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Erlangen, Germany
| | - Rafael Heiss
- Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Maximiliansplatz 3, 91054, Erlangen, Germany
| | - Michael Uder
- Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Maximiliansplatz 3, 91054, Erlangen, Germany
| | - Stefan Schwab
- Department of Neurology, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Erlangen, Germany
| | - Pierre G Carlier
- NMR Laboratory, Institute of Myology, Paris, France
- NMR Laboratory, CEA/DRF, IBFJ/MIRCen, Paris, France
| | - Armin M Nagel
- Institute of Radiology, University Hospital Erlangen, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Maximiliansplatz 3, 91054, Erlangen, Germany
- Division of Medical Physics in Radiology, German Cancer Research Centre, Heidelberg, Germany
- Institute of Medical Physics, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Erlangen, Germany
| | - Matthias Türk
- Department of Neurology, Friedrich-Alexander University Erlangen-Nuremberg (FAU), Erlangen, Germany
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Abstract
PURPOSE OF REVIEW Facioscapulohumeral muscular dystrophy (FSHD) is a common muscular dystrophy affecting both pediatric and adult patients. This article reviews the phenotype and pathophysiology of the disease as well as the recent efforts in clinical outcome measures and clinical trials. RECENT FINDINGS As the name implies, FSHD involves weakness of facial muscles, muscles that fix the scapula, and muscles overlying the humerus (biceps and triceps). The distinctive phenotype of FSHD occurs secondary to two different genetic mechanisms. FSHD type 1 (FSHD1) is due to a deletion on chromosome 4q, leading to hypomethylation and derepression of DUX4. FSHD type 2 (FSHD2) is due to mutations in SMCHD1 with resulting hypomethylation of the same subtelomeric region of chromosome 4q and derepression of DUX4. Understanding the central role of DUX4 has opened up the possibility of disease-modifying treatments. In preparation for clinical trials of novel agents, researchers are in the process of validating a number of clinical trial outcome measures including MRI, the 6-minute walk test, the FSHD Composite Outcome Measure, reachable workspace, electrical impedance myography, and the FSHD Health Index. SUMMARY The treatment of FSHD is currently supportive only. While past clinical trials in FSHD have been largely disappointing, novel agents in development, including antisense oligonucleotides, gene therapy, and small molecules, hold promise for future meaningful therapies.
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LoRusso S, Johnson NE, McDermott MP, Eichinger K, Butterfield RJ, Carraro E, Higgs K, Lewis L, Mul K, Sacconi S, Sansone VA, Shieh P, van Engelen B, Wagner K, Wang L, Statland JM, Tawil R. Clinical trial readiness to solve barriers to drug development in FSHD (ReSolve): protocol of a large, international, multi-center prospective study. BMC Neurol 2019; 19:224. [PMID: 31506080 PMCID: PMC6734593 DOI: 10.1186/s12883-019-1452-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 08/27/2019] [Indexed: 12/14/2022] Open
Abstract
Background Facioscapulohumeral muscular dystrophy (FSHD) is a dominantly-inherited progressive muscular dystrophy caused by de-repression of the DUX4 gene, which causes disease by a toxic-gain-of-function. As molecularly targeted drugs move from preclinical testing into human trials, it is essential that we validate clinical trial tools and methodology to facilitate the drug development process. Methods/design The primary goal of this study is to hasten drug development for FSHD by validating two novel clinical outcome assessments (COAs) and refining clinical trial strategies. We will perform an 18-month longitudinal study in 220 genetically confirmed and clinically affected participants using our FSHD Clinical Trial Research Network, comprised of 8 sites in the United States, and 3 collaborating sites in Europe. Visits occur at baseline and months 3, 12, and 18. At each visit we will collect: 1) a novel FSHD functional composite COA made up of 18 evaluator-administered motor tasks in the domains of shoulder/arm, hand, core/abdominal, leg, and balance function; and 2) electrical impedance myography as a novel muscle quality biomarker (US sites). Other COAs include 1) Domain 1 of the Motor Function Measure; 2) Reachable workspace; 3) orofacial strength using the Iowa Oral Performance Instrument; 4) lean muscle mass using dual-energy X-ray absorptiometry (DEXA); 5) strength as measured by quantitative myometry and manual muscle testing; and 6) the FSHD Health Index and other patient-reported outcomes. Plasma, DNA, RNA, and serum will be collected for future biomarker studies. We will use an industry standard multi-site training plan. We will evaluate the test-retest reliability, validity, and sensitivity to disease progression, and minimal clinically important changes of our new COAs. We will assess associations between demographic and genetic factors and the rate of disease progression to inform refinement of eligibility criteria for future clinical trials. Discussion To the best of our knowledge, this is the largest collaborative study of patients with FSHD performed in the US and Europe. The results of this study will enable more efficient clinical trial design. During the conduct of the study, relevant data will be made available for investigators or companies pursuing novel FSHD therapeutics. Trial registration clinicaltrials.gov NCT03458832; Date of registration: 1/11/2018 Electronic supplementary material The online version of this article (10.1186/s12883-019-1452-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Samantha LoRusso
- Department of Neurology, Ohio State University Wexner Medical Center, 395 W. 12th Ave., 7th Floor, Columbus, OH, 43210, USA
| | - Nicholas E Johnson
- Department of Neurology, Virginia Commonwealth University, 1101 East Marshall St, PO Box 980599, Richmond, VA, 23298, USA
| | - Michael P McDermott
- Department of Biostatistics and Computational Biology and Department of Neurology, University of Rochester Medical Center, 265 Crittenden Blvd., CU 420630, Rochester, NY, 14642, USA
| | - Katy Eichinger
- Department of Neurology, University of Rochester Medical Center, Box 673, 601 Elmwood Ave, Rochester, NY, 14642, USA
| | - Russell J Butterfield
- Department of Pediatrics and Neurology, University of Utah, Eccles Institute of Human Genetics, Room 2260A, 15 N 2030 E, Salt Lake City, UT, 84112, USA
| | - Elena Carraro
- The NEMO Clinical Center, Neurorehabilitation Unit, University of Milan, Piazza dell'Ospedale Maggiore, 3, Milan, 20162, Italy
| | - Kiley Higgs
- Department of Neurology, University of Kansas Medical Center, 3901 Rainbow Blvd, MS 2012, Kansas City, KS, 66160, USA
| | - Leann Lewis
- Department of Neurology, University of Rochester Medical Center, Box 673, 601 Elmwood Ave, Rochester, NY, 14642, USA
| | - Karlien Mul
- Department of Neurology, Radboud University Medical Center, Reinier Postlaan 4 (935), 6525, GC, Nijmegen, The Netherlands
| | - Sabrina Sacconi
- Université Côte d'Azur, Peripheral Nervous System, Centre Hospitalier Universitaire de Nice, Muscle & ALS Department, Pasteur 2 Hospital, 30 Voie Romaine, 06001, Nice Cedex 1, France
| | - Valeria A Sansone
- The NEMO Clinical Center, Neurorehabilitation Unit, University of Milan, Piazza dell'Ospedale Maggiore, 3, Milan, 20162, Italy
| | - Perry Shieh
- Department of Neurology, University of California, Los Angeles, 300 Medical Plaza, Suite B-200, Los Angeles, CA, 90095, USA
| | - Baziel van Engelen
- Department of Neurology, Radboud University Medical Center, Reinier Postlaan 4 (935), 6525, GC, Nijmegen, The Netherlands
| | - Kathryn Wagner
- Center for Genetic Muscle Disorders, Kennedy Krieger Institute, 707 N. Broadway, Baltimore, MD, USA
| | - Leo Wang
- Department of Neurology, University of Washington, 1959 NE Pacific St, Seattle, WA, 98195, USA
| | - Jeffrey M Statland
- Department of Neurology, University of Kansas Medical Center, 3901 Rainbow Blvd, MS 2012, Kansas City, KS, 66160, USA.
| | - Rabi Tawil
- Department of Neurology, University of Rochester Medical Center, Box 673, 601 Elmwood Ave, Rochester, NY, 14642, USA
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10
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Wang LH, Friedman SD, Shaw D, Snider L, Wong CJ, Budech CB, Poliachik SL, Gove NE, Lewis LM, Campbell AE, Lemmers RJFL, Maarel SM, Tapscott SJ, Tawil RN. MRI-informed muscle biopsies correlate MRI with pathology and DUX4 target gene expression in FSHD. Hum Mol Genet 2019; 28:476-486. [PMID: 30312408 DOI: 10.1093/hmg/ddy364] [Citation(s) in RCA: 80] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 10/09/2018] [Indexed: 02/01/2023] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is a common, dominantly inherited disease caused by the epigenetic de-repression of the DUX4 gene, a transcription factor normally repressed in skeletal muscle. As targeted therapies are now possible in FSHD, a better understanding of the relationship between DUX4 activity, muscle pathology and muscle magnetic resonance imaging (MRI) changes is crucial both to understand disease mechanisms and for the design of future clinical trials. Here, we performed MRIs of the lower extremities in 36 individuals with FSHD, followed by needle muscle biopsies in safely accessible muscles. We examined the correlation between MRI characteristics, muscle pathology and expression of DUX4 target genes. Results show that the presence of elevated MRI short tau inversion recovery signal has substantial predictive value in identifying muscles with active disease as determined by histopathology and DUX4 target gene expression. In addition, DUX4 target gene expression was detected only in FSHD-affected muscles and not in control muscles. These results support the use of MRI to identify FSHD muscles most likely to have active disease and higher levels of DUX4 target gene expression and might be useful in early phase therapeutic trials to demonstrate target engagement in therapies aiming to suppress DUX4 expression.
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Affiliation(s)
- Leo H Wang
- Department of Neurology, University of Washington, Seattle, WA, USA
| | - Seth D Friedman
- Department of Radiology, Seattle Children's Hospital, Seattle, WA, USA
| | - Dennis Shaw
- Department of Radiology, Seattle Children's Hospital, Seattle, WA, USA.,Department of Radiology, University of Washington, Seattle, WA, USA
| | - Lauren Snider
- Human Biology Division, Fred Hutchinson Research Center, Seattle, WA, USA
| | - Chao-Jen Wong
- Human Biology Division, Fred Hutchinson Research Center, Seattle, WA, USA
| | - Chris B Budech
- Department of Radiology, Seattle Children's Hospital, Seattle, WA, USA
| | | | - Nancy E Gove
- Center for Clinical and Translational Research, Seattle Children's Hospital, Seattle, WA, USA
| | - Leann M Lewis
- Neuromuscular Unit, Department of Neurology, University of Rochester Medical Center, Rochester, NY, USA
| | - Amy E Campbell
- Human Biology Division, Fred Hutchinson Research Center, Seattle, WA, USA
| | - Richard J F L Lemmers
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Silvère M Maarel
- Department of Human Genetics, Leiden University Medical Center, Leiden, The Netherlands
| | - Stephen J Tapscott
- Human Biology Division, Fred Hutchinson Research Center, Seattle, WA, USA
| | - Rabi N Tawil
- Neuromuscular Unit, Department of Neurology, University of Rochester Medical Center, Rochester, NY, USA
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11
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Trinh L, Lind E, Peterson P, Svensson J, Olsson LE, Månsson S. High-Resolution MR Imaging of Muscular Fat Fraction-Comparison of Three T 2-Based Methods and Chemical Shift-Encoded Imaging. Tomography 2018; 3:153-162. [PMID: 30042979 PMCID: PMC6024436 DOI: 10.18383/j.tom.2017.00011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Chemical shift-encoded imaging (CSEI) is the most common magnetic resonance imaging fat–water separation method. However, when high spatial resolution fat fraction (FF) images are desired, CSEI might be challenging owing to the increased interecho spacing. Here, 3 T2-based methods have been assessed as alternative methods for obtaining high-resolution FF images. Images from the calf of 10 healthy volunteers were acquired; FF maps were then estimated using 3 T2-based methods (2- and 3-parameter nonlinear least squares fit and a Bayesian probability method) and CSEI for reference. In addition, simulations were conducted to characterize the performance of various methods. Here, all T2-based methods resulted in qualitatively improved high-resolution FF images compared with high-resolution CSEI. The 2-parameter fit showed best quantitative agreement to low-resolution CSEI, even at low FF. The estimated T2-values of fat and water, and the estimated muscle FF of the calf, agreed well with previously published data. In conclusion, T2-based methods can provide improved high-resolution FF images of the calf compared with the CSEI method.
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Affiliation(s)
- Lena Trinh
- Medical Radiation Physics, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Emelie Lind
- Medical Radiation Physics, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden.,Department of Medical Radiation Physics, Lund University, Lund, Sweden
| | - Pernilla Peterson
- Medical Radiation Physics, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Jonas Svensson
- Medical Radiation Physics, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden.,Medical Imaging and Physiology, Skåne University Hospital, Lund, Sweden
| | - Lars E Olsson
- Medical Radiation Physics, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
| | - Sven Månsson
- Medical Radiation Physics, Department of Translational Medicine, Lund University, Skåne University Hospital, Malmö, Sweden
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12
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Jungbluth H. Myopathology in times of modern imaging. Neuropathol Appl Neurobiol 2018; 43:24-43. [PMID: 28111795 DOI: 10.1111/nan.12385] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2016] [Revised: 01/17/2017] [Accepted: 01/23/2017] [Indexed: 12/14/2022]
Abstract
Over the last two decades, muscle (magnetic resonance) imaging has become an important complementary tool in the diagnosis and differential diagnosis of inherited neuromuscular disorders, particularly in conditions where the pattern of selective muscle involvement is often more predictive of the underlying genetic background than associated clinical and histopathological features. Following an overview of different imaging modalities, the present review will give a concise introduction to systematic image analysis and interpretation in genetic neuromuscular disorders. The pattern of selective muscle involvement will be presented in detail in conditions such as the congenital or myofibrillar myopathies where muscle imaging is particularly useful to inform the (differential) diagnosis, and in disorders such as Duchenne or fascioscapulohumeral muscular dystrophy where the diagnosis is usually made on clinical grounds but where detailed knowledge of disease progression on the muscle imaging level may inform better understanding of the natural history. Utilizing the group of the congenital myopathies as an example, selected case studies will illustrate how muscle MRI can be used to inform the diagnostic process in the clinico-pathological context. Future developments, in particular, concerning the increasing use of whole-body MRI protocols and novel quantitative fat assessments techniques potentially relevant as an outcome measure, will be briefly outlined.
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Affiliation(s)
- H Jungbluth
- Department of Paediatric Neurology, Neuromuscular Service, Evelina's Children Hospital, Guy's & St. Thomas' Hospital NHS Foundation Trust, London, UK.,Randall Division of Cell and Molecular Biophysics, Muscle Signalling Section, London, UK.,Department of Clinical and Basic Neuroscience, IoPPN, King's College, London, UK
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13
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Ferguson MR, Poliachik SL, Budech CB, Gove NE, Carter GT, Wang LH, Miller DG, Shaw DW, Friedman SD. MRI change metrics of facioscapulohumeral muscular dystrophy: Stir and T1. Muscle Nerve 2018; 57:905-912. [DOI: 10.1002/mus.26038] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Revised: 12/04/2017] [Accepted: 12/09/2017] [Indexed: 01/07/2023]
Affiliation(s)
- Mark R. Ferguson
- Department of Radiology; Seattle Children's Hospital, 4800 Sandpoint Way, Room: L-MA.6.226; Seattle Washington 98105 USA
- Department of Radiology; University of Washington; Seattle Washington USA
| | - Sandra L. Poliachik
- Department of Radiology; Seattle Children's Hospital, 4800 Sandpoint Way, Room: L-MA.6.226; Seattle Washington 98105 USA
| | - Christopher B. Budech
- Department of Radiology; Seattle Children's Hospital, 4800 Sandpoint Way, Room: L-MA.6.226; Seattle Washington 98105 USA
| | - Nancy E. Gove
- Center for Clinical and Translational Research, Seattle Children's Research Institute; Seattle Washington USA
| | | | - Leo H. Wang
- Department of Neurology; University of Washington; Seattle Washington USA
| | - Daniel G. Miller
- Genome Sciences, University of Washington; Seattle Washington USA
| | - Dennis W.W. Shaw
- Department of Radiology; Seattle Children's Hospital, 4800 Sandpoint Way, Room: L-MA.6.226; Seattle Washington 98105 USA
- Department of Radiology; University of Washington; Seattle Washington USA
| | - Seth D. Friedman
- Department of Radiology; Seattle Children's Hospital, 4800 Sandpoint Way, Room: L-MA.6.226; Seattle Washington 98105 USA
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14
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DeSimone AM, Pakula A, Lek A, Emerson CP. Facioscapulohumeral Muscular Dystrophy. Compr Physiol 2017; 7:1229-1279. [PMID: 28915324 DOI: 10.1002/cphy.c160039] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Facioscapulohumeral Muscular Dystrophy is a common form of muscular dystrophy that presents clinically with progressive weakness of the facial, scapular, and humeral muscles, with later involvement of the trunk and lower extremities. While typically inherited as autosomal dominant, facioscapulohumeral muscular dystrophy (FSHD) has a complex genetic and epigenetic etiology that has only recently been well described. The most prevalent form of the disease, FSHD1, is associated with the contraction of the D4Z4 microsatellite repeat array located on a permissive 4qA chromosome. D4Z4 contraction allows epigenetic derepression of the array, and possibly the surrounding 4q35 region, allowing misexpression of the toxic DUX4 transcription factor encoded within the terminal D4Z4 repeat in skeletal muscles. The less common form of the disease, FSHD2, results from haploinsufficiency of the SMCHD1 gene in individuals carrying a permissive 4qA allele, also leading to the derepression of DUX4, further supporting a central role for DUX4. How DUX4 misexpression contributes to FSHD muscle pathology is a major focus of current investigation. Misexpression of other genes at the 4q35 locus, including FRG1 and FAT1, and unlinked genes, such as SMCHD1, has also been implicated as disease modifiers, leading to several competing disease models. In this review, we describe recent advances in understanding the pathophysiology of FSHD, including the application of MRI as a research and diagnostic tool, the genetic and epigenetic disruptions associated with the disease, and the molecular basis of FSHD. We discuss how these advances are leading to the emergence of new approaches to enable development of FSHD therapeutics. © 2017 American Physiological Society. Compr Physiol 7:1229-1279, 2017.
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Affiliation(s)
- Alec M DeSimone
- Wellstone Muscular Dystrophy Program, Department of Neurology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Anna Pakula
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Pediatrics and Genetics at Harvard Medical School, Boston, Massachusetts, USA
| | - Angela Lek
- Division of Genetics and Genomics, Boston Children's Hospital, Boston, Massachusetts, USA.,Department of Pediatrics and Genetics at Harvard Medical School, Boston, Massachusetts, USA.,Australian Regenerative Medicine Institute, Monash University, Clayton, Victoria, Australia
| | - Charles P Emerson
- Wellstone Muscular Dystrophy Program, Department of Neurology, University of Massachusetts Medical School, Worcester, Massachusetts, USA
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15
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Tasca G, Monforte M, Corbi M, Granata G, Lucchetti D, Sgambato A, Ricci E. Muscle Microdialysis to Investigate Inflammatory Biomarkers in Facioscapulohumeral Muscular Dystrophy. Mol Neurobiol 2017; 55:2959-2966. [PMID: 28456937 DOI: 10.1007/s12035-017-0563-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 04/13/2017] [Indexed: 12/19/2022]
Abstract
Recent progresses in the understanding of facioscapulohumeral muscular dystrophy (FSHD) genetics opened the way to the development of targeted therapies. However, knowledge about pathophysiology of muscle damage is still limited and there is increasing need to identify biomarkers of disease activity in the perspective of clinical trial readiness.We analyzed inflammatory mediators in the interstitial fluid of muscles with different MRI signal in FSHD patients, comparing muscles displaying early lesions on short-tau inversion recovery (STIR) sequences with normal ones. Patients with one T1-weighted normal and STIR hyperintense (STIR+) and contralateral T1-weighted and STIR normal (STIR-) lower limb muscle were asked to enter the study. Twelve consecutive patients, five controls, and one non-penetrant gene carrier underwent prolonged muscle microdialysis with high cut-off membranes. Microdialysates were analyzed using xMAP technology with a wide panel for cytokines, chemokines, and growth factors. A small number of inflammatory mediators were dysregulated in STIR+ versus STIR- and control muscles: CXCL13, upregulated in STIR+ muscles compared with controls (p < 0.01); CXCL5, downregulated in STIR+ compared with STIR- muscles (p < 0.05); and G-CSF, downregulated in STIR+ muscles compared with controls (p < 0.05). CXCL13 was also upregulated in the STIR+ muscles compared with the contralateral STIR- muscles of the same patient (p < 0.01).These results support the evidence of a selective inflammatory process taking place in STIR+ FSHD muscles. The application of microdialysis could provide insights on novel mechanisms involved in muscle damage in FSHD and in other myopathies. Further studies are needed to validate these investigated molecules as tissue and circulating biomarkers.
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Affiliation(s)
- Giorgio Tasca
- Istituto di Neurologia, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario "A. Gemelli", Largo A. Gemelli, 8, 00168, Rome, Italy.
| | - Mauro Monforte
- Istituto di Neurologia, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario "A. Gemelli", Largo A. Gemelli, 8, 00168, Rome, Italy
| | - Maddalena Corbi
- Istituto di Patologia Generale, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Giuseppe Granata
- Istituto di Neurologia, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario "A. Gemelli", Largo A. Gemelli, 8, 00168, Rome, Italy
| | - Donatella Lucchetti
- Istituto di Patologia Generale, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Alessandro Sgambato
- Istituto di Patologia Generale, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Enzo Ricci
- Istituto di Neurologia, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario "A. Gemelli", Largo A. Gemelli, 8, 00168, Rome, Italy
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16
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Pichiecchio A, Rossi M, Cinnante C, Colafati GS, Icco R, Parini R, Menni F, Furlan F, Burlina A, Sacchini M, Donati MA, Fecarotta S, Casa RD, Deodato F, Taurisano R, Rocco M. Muscle MRI of classic infantile pompe patients: Fatty substitution and edema‐like changes. Muscle Nerve 2017; 55:841-848. [DOI: 10.1002/mus.25417] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Revised: 07/18/2016] [Accepted: 09/23/2016] [Indexed: 01/08/2023]
Affiliation(s)
- Anna Pichiecchio
- Neuroradiology DepartmentC. Mondino National Neurological InstituteVia Mondino2 ‐ 27100Pavia Italy
| | - Marta Rossi
- Child Neuropsychiatry UnitDepartment of Brain and Behavioral Sciences, University of PaviaPavia Italy
| | - Claudia Cinnante
- Unit of NeuroradiologyDepartment of Neuroscience, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of MilanMilan Italy
| | | | - Roberto Icco
- Neurology UnitDepartment of Brain and Behavioral Sciences, University of PaviaPavia Italy
| | - Rossella Parini
- Unit of Rare Metabolic Diseases, San Gerardo HospitalMonza Italy
| | - Francesca Menni
- Pediatric Highly Intensive Care UnitDepartment of Pathophysiology and Transplantation, Università degli Studi di Milano, Fondazione IRCCS Ca' Granda Ospedale Maggiore PoliclinicoMilano Italy
| | - Francesca Furlan
- Unit of Metabolic DiseasesAzienda Ospedaliera UniversitariaPadua Italy
| | - Alberto Burlina
- Unit of Metabolic DiseasesAzienda Ospedaliera UniversitariaPadua Italy
| | - Michele Sacchini
- Metabolic and Neuromuscular UnitAOU Meyer HospitalFlorence Italy
| | | | - Simona Fecarotta
- Department of Translational Medicine‐Section of PediatricsFederico II UniversityNaples Italy
| | - Roberto Della Casa
- Department of Translational Medicine‐Section of PediatricsFederico II UniversityNaples Italy
| | | | | | - Maja Rocco
- Unit of Rare DiseasesDepartment of Pediatrics, Giannina Gaslini InstituteGenoa Italy
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17
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Magnetic resonance imaging patterns of muscle involvement in genetic muscle diseases: a systematic review. J Neurol 2016; 264:1320-1333. [PMID: 27888415 DOI: 10.1007/s00415-016-8350-6] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Revised: 11/16/2016] [Accepted: 11/17/2016] [Indexed: 12/25/2022]
Abstract
A growing body of the literature supports the use of magnetic resonance imaging as a potential biomarker for disease severity in the hereditary myopathies. We performed a systematic review of the medical literature to evaluate patterns of fat infiltration observed in magnetic resonance imaging studies of muscular dystrophy and congenital myopathy. Searches were performed using MEDLINE, EMBASE, and grey literature databases. Studies that described fat infiltration of muscles in patients with muscular dystrophy or congenital myopathy were selected for full-length review. Data on preferentially involved or spared muscles were extracted for analysis. A total of 2172 titles and abstracts were screened, and 70 publications met our criteria for inclusion in the systematic review. There were 23 distinct genetic disorders represented in this analysis. In most studies, preferential involvement and sparing of specific muscles were reported. We conclude that magnetic resonance imaging studies can be used to identify distinct patterns of muscle involvement in the hereditary myopathies. However, larger studies and standardized methods of reporting are needed to develop imaging as a diagnostic tool in these diseases.
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18
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Fatehi F, Salort-Campana E, Le Troter A, Bendahan D, Attarian S. Muscle MRI of facioscapulohumeral dystrophy (FSHD): A growing demand and a promising approach. Rev Neurol (Paris) 2016; 172:566-571. [PMID: 27663058 DOI: 10.1016/j.neurol.2016.08.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 07/28/2016] [Accepted: 08/26/2016] [Indexed: 01/10/2023]
Abstract
Facioscapulohumeral muscular dystrophy (FSHD), an inherited and progressive muscle disorder, is among the most common hereditary muscle disorders. From a clinical vantage point, FSHD is characterized by weakness of the facial, shoulder (often with scapular winging), arm (including biceps and triceps) and abdominal muscles. Forearm muscles are usually spared and weakness is usually asymmetrical. Over the past few decades, muscle magnetic resonance imaging (MRI) has become established as a reliable and accurate noninvasive tool for the diagnosis and assessment of progression in neuromuscular diseases, showing specific patterns of muscle involvement for a number of myopathies. More recently, MRI has been used to noninvasively identify quantitative biomarkers, allowing evaluation of the natural progression of disease and assessment of therapeutic interventions. In the present review, the intention was to present the most significant MRI developments related to diagnosis and pattern recognition in FSHD and to discuss its capacity to provide outcome measures.
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Affiliation(s)
- F Fatehi
- Reference center for Neuromuscular disorders and ALS, Timone University Hospital, Aix-Marseille University, 264, rue Saint-Pierre, 13385 Marseille cedex 05, France; Iranian Center of Neurological research and Shariati hospital, Neurology Department, Tehran University of Medical Sciences, Tehran, Iran
| | - E Salort-Campana
- Reference center for Neuromuscular disorders and ALS, Timone University Hospital, Aix-Marseille University, 264, rue Saint-Pierre, 13385 Marseille cedex 05, France; Aix-Marseille université, Inserm UMR S 910 Medical Genetics and Functional Genomics, 13385 Marseille, France
| | - A Le Troter
- Aix-Marseille université, centre de résonance magnétique biologique et médicale, UMR CNRS 7339, 13385 Marseille, France
| | - D Bendahan
- Aix-Marseille université, centre de résonance magnétique biologique et médicale, UMR CNRS 7339, 13385 Marseille, France
| | - S Attarian
- Reference center for Neuromuscular disorders and ALS, Timone University Hospital, Aix-Marseille University, 264, rue Saint-Pierre, 13385 Marseille cedex 05, France; Aix-Marseille université, Inserm UMR S 910 Medical Genetics and Functional Genomics, 13385 Marseille, France.
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19
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Statland JM, Heatwole C, Eichinger K, Dilek N, Martens WB, Tawil R. Electrical impedance myography in facioscapulohumeral muscular dystrophy. Muscle Nerve 2016; 54:696-701. [PMID: 26840230 DOI: 10.1002/mus.25065] [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: 11/05/2015] [Revised: 01/24/2016] [Accepted: 01/28/2016] [Indexed: 12/14/2022]
Abstract
INTRODUCTION In this study we determined the reliability and validity of electrical impedance myography (EIM) in facioscapulohumeral muscular dystrophy (FSHD). METHODS We performed a prospective study of EIM on 16 bilateral limb and trunk muscles in 35 genetically defined and clinically affected FSHD patients (reliability testing on 18 patients). Summary scores based on body region were derived. Reactance and phase (50 and 100 kHz) were compared with measures of strength, FSHD disease severity, and functional outcomes. RESULTS Participants were mostly men, mean age 53.0 years, and included a full range of severity. Limb and trunk muscles showed good to excellent reliability [intraclass correlation coefficients (ICC) 0.72-0.99]. Summary scores for the arm, leg, and trunk showed excellent reliability (ICC 0.89-0.98). Reactance was the most sensitive EIM parameter to a broad range of FSHD disease metrics. CONCLUSIONS EIM is a reliable measure of muscle composition in FSHD that offers the possibility to serially evaluate affected muscles. Muscle Nerve 54: 696-701, 2016.
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Affiliation(s)
- Jeffrey M Statland
- Department of Neurology, University of Kansas Medical Center, 4330 Shawnee Mission Parkway, Ste. 323, Fairway, Kansas, 66205, USA.
| | - Chad Heatwole
- Department of Neurology, University of Rochester Medical Center, Rochester, New York, USA
| | - Katy Eichinger
- Department of Neurology, University of Rochester Medical Center, Rochester, New York, USA
| | - Nuran Dilek
- Department of Neurology, University of Rochester Medical Center, Rochester, New York, USA
| | - William B Martens
- Department of Neurology, University of Rochester Medical Center, Rochester, New York, USA
| | - Rabi Tawil
- Department of Neurology, University of Rochester Medical Center, Rochester, New York, USA
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20
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Petek LM, Rickard AM, Budech C, Poliachik SL, Shaw D, Ferguson MR, Tawil R, Friedman SD, Miller DG. A cross sectional study of two independent cohorts identifies serum biomarkers for facioscapulohumeral muscular dystrophy (FSHD). Neuromuscul Disord 2016; 26:405-13. [PMID: 27185459 PMCID: PMC4912392 DOI: 10.1016/j.nmd.2016.04.012] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Revised: 04/07/2016] [Accepted: 04/14/2016] [Indexed: 11/18/2022]
Abstract
Measuring the severity and progression of facioscapulohumeral muscular dystrophy (FSHD) is particularly challenging because muscle weakness progresses over long periods of time and can be sporadic. Biomarkers are essential for measuring disease burden and testing treatment strategies. We utilized the sensitive, specific, high-throughput SomaLogic proteomics platform of 1129 proteins to identify proteins with levels that correlate with FSHD severity in a cross-sectional study of two independent cohorts. We discovered biomarkers that correlate with clinical severity and disease burden measured by magnetic resonance imaging. Sixty-eight proteins in the Rochester cohort (n = 48) and 51 proteins in the Seattle cohort (n = 30) had significantly different levels in FSHD-affected individuals when compared with controls (p-value ≤ .005). A subset of these varied by at least 1.5 fold and four biomarkers were significantly elevated in both cohorts. Levels of creatine kinase MM and MB isoforms, carbonic anhydrase III, and troponin I type 2 reliably predicted the disease state and correlated with disease severity. Other novel biomarkers were also discovered that may reveal mechanisms of disease pathology. Assessing the levels of these biomarkers during clinical trials may add significance to other measures of quantifying disease progression or regression.
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Affiliation(s)
- Lisa M Petek
- Department of Pediatrics, Div. of Genetic Med., University of Washington, Seattle, WA, USA
| | - Amanda M Rickard
- Department of Pediatrics, Div. of Genetic Med., University of Washington, Seattle, WA, USA
| | | | | | - Dennis Shaw
- Department of Radiology, Seattle Children's Hospital, Seattle, WA, USA
| | - Mark R Ferguson
- Department of Radiology, Seattle Children's Hospital, Seattle, WA, USA
| | - Rabi Tawil
- Department of Neurology, University of Rochester, Rochester, NY, USA
| | - Seth D Friedman
- Department of Radiology, Seattle Children's Hospital, Seattle, WA, USA
| | - Daniel G Miller
- Department of Pediatrics, Div. of Genetic Med., University of Washington, Seattle, WA, USA.
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21
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Tasca G, Monforte M, Ottaviani P, Pelliccioni M, Frusciante R, Laschena F, Ricci E. Magnetic resonance imaging in a large cohort of facioscapulohumeral muscular dystrophy patients: Pattern refinement and implications for clinical trials. Ann Neurol 2016; 79:854-864. [DOI: 10.1002/ana.24640] [Citation(s) in RCA: 67] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Revised: 01/31/2016] [Accepted: 03/14/2016] [Indexed: 01/11/2023]
Affiliation(s)
| | - Mauro Monforte
- Institute of Neurology; Catholic University School of Medicine; Rome
| | | | - Marco Pelliccioni
- Italian Union against Muscular Dystrophy (UILDM), Rome Section; Rome Italy
| | | | | | - Enzo Ricci
- Institute of Neurology; Catholic University School of Medicine; Rome
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Janssen B, Voet N, Geurts A, van Engelen B, Heerschap A. Quantitative MRI reveals decelerated fatty infiltration in muscles of active FSHD patients. Neurology 2016; 86:1700-7. [PMID: 27037227 DOI: 10.1212/wnl.0000000000002640] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Accepted: 01/12/2016] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To investigate the effects of aerobic exercise training (AET) and cognitive-behavioral therapy (CBT), directed towards an increase in daily physical activity, on the progression of fatty infiltration and edema in skeletal muscles of patients with facioscapulohumeral muscular dystrophy (FSHD) type 1 by T2 MRI. METHODS Quantitative T2 MRI (qT2 MRI) and fat-suppressed T2 MRI of the thigh were performed at 3T on 31 patients, 13 of whom received usual care (UC), 9 AET, and 9 CBT. Muscle-specific fat fractions (%), derived from qT2 MRI, were recorded pretreatment and posttreatment. Intervention effects were analyzed by comparing fat fraction progression rates of the UC with the treated groups using Mann-Whitney tests, and intermuscle differences by a linear mixed model. Edematous hyperintense lesions were identified on the fat-suppressed T2 MRI. RESULTS The intraclass correlation coefficient for reproducibility of qT2 MRI fat assessment was 0.99. In the UC group, the fat fraction increased by 6.7/year (95% confidence interval [CI] 4.3 to 9.1). This rate decreased to 2.9/year (95% CI 0.7 to 5.2) in the AET (p = 0.03) and 1.7/year (95% CI -0.2 to 3.6) in the CBT group (p = 0.00015). The treatment effect differed among individual muscles. Fewer new edematous lesions occurred after therapy. CONCLUSIONS Fat fraction derived from qT2 MRI is a reproducible and sensitive biomarker to monitor the effects of increased physical activity in individual muscles. This biomarker reports a favorable effect of AET and CBT on the rate of muscular deterioration in FSHD as reflected in decelerated fat replacement. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that for patients with FSHD type 1, both AET and CBT decrease the rate of fatty infiltration in muscles.
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Affiliation(s)
- Barbara Janssen
- From the Departments of Rehabilitation (N.V., A.G.), Radiology and Nuclear Medicine (B.J., A.H.), and Neurology (B.v.E.), and Donders Center for Neuroscience (A.G., B.v.E.), Radboud University Medical Center, Nijmegen, the Netherlands
| | - Nicoline Voet
- From the Departments of Rehabilitation (N.V., A.G.), Radiology and Nuclear Medicine (B.J., A.H.), and Neurology (B.v.E.), and Donders Center for Neuroscience (A.G., B.v.E.), Radboud University Medical Center, Nijmegen, the Netherlands.
| | - Alexander Geurts
- From the Departments of Rehabilitation (N.V., A.G.), Radiology and Nuclear Medicine (B.J., A.H.), and Neurology (B.v.E.), and Donders Center for Neuroscience (A.G., B.v.E.), Radboud University Medical Center, Nijmegen, the Netherlands
| | - Baziel van Engelen
- From the Departments of Rehabilitation (N.V., A.G.), Radiology and Nuclear Medicine (B.J., A.H.), and Neurology (B.v.E.), and Donders Center for Neuroscience (A.G., B.v.E.), Radboud University Medical Center, Nijmegen, the Netherlands
| | - Arend Heerschap
- From the Departments of Rehabilitation (N.V., A.G.), Radiology and Nuclear Medicine (B.J., A.H.), and Neurology (B.v.E.), and Donders Center for Neuroscience (A.G., B.v.E.), Radboud University Medical Center, Nijmegen, the Netherlands
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Marty B, Baudin PY, Reyngoudt H, Azzabou N, Araujo ECA, Carlier PG, de Sousa PL. Simultaneous muscle water T2 and fat fraction mapping using transverse relaxometry with stimulated echo compensation. NMR IN BIOMEDICINE 2016; 29:431-43. [PMID: 26814454 DOI: 10.1002/nbm.3459] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Revised: 10/20/2015] [Accepted: 11/13/2015] [Indexed: 05/27/2023]
Abstract
Skeletal muscle inflammation/necrosis and fat infiltration are strong indicators of disease activity and progression in many neuromuscular disorders. They can be assessed by muscle T2 relaxometry and water-fat separation techniques, respectively. In the present work, we exploited differences between water and fat T1 and T2 relaxivities by applying a bi-component extended phase graph (EPG) fitting approach to simultaneously quantify the muscle water T2 and fat fraction from standard multi-slice multi-echo (MSME) acquisitions in the presence of stimulated echoes. Experimental decay curves were adjusted to the theoretical model using either an iterative non-negative least-squares (NNLS) procedure or a pattern recognition approach. Twenty-two patients (age, 49 ± 18 years) were selected to cover a large range of muscle fat infiltration. Four cases of chronic or subchronic juvenile dermatomyositis (age, 8 ± 3 years) were investigated before and 3 months following steroid treatment. For control, five healthy volunteers (age, 25 ± 2 years) were recruited. All subjects underwent the MSME sequence and EPG fitting procedure. The EPG fitting algorithm allowed a precise estimation of water T2 and fat fraction in diseased muscle, even in the presence of large B1(+) inhomogeneities. In the whole cohort of patients, there was no overall correlation between water T2 values obtained with the proposed method and the fat fraction estimated inside muscle tissues (R(2) = 0.02). In the patients with dermatomyositis, there was a significant decrease in water T2 (-4.09 ± 3.7 ms) consequent to steroid treatment. The pattern recognition approach resulted in a 20-fold decrease in processing time relative to the iterative NNLS procedure. The fat fraction derived from the EPG fitting approach correlated well with the fat fraction derived from a standard three-point Dixon method (≈1.5% bias). The bi-component EPG fitting analysis is a precise tool to monitor muscle tissue disease activity and is able to handle bias introduced by fat infiltration and B1(+) inhomogeneities.
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Affiliation(s)
- Benjamin Marty
- Institute of Myology, NMR Laboratory, Paris, France
- CEA, DSV, I2BM, MIRCen, NMR Laboratory, Paris, France
| | | | - Harmen Reyngoudt
- Institute of Myology, NMR Laboratory, Paris, France
- CEA, DSV, I2BM, MIRCen, NMR Laboratory, Paris, France
| | - Noura Azzabou
- Institute of Myology, NMR Laboratory, Paris, France
- CEA, DSV, I2BM, MIRCen, NMR Laboratory, Paris, France
| | - Ericky C A Araujo
- Institute of Myology, NMR Laboratory, Paris, France
- CEA, DSV, I2BM, MIRCen, NMR Laboratory, Paris, France
| | - Pierre G Carlier
- Institute of Myology, NMR Laboratory, Paris, France
- CEA, DSV, I2BM, MIRCen, NMR Laboratory, Paris, France
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Damon BM, Li K, Bryant ND. Magnetic resonance imaging of skeletal muscle disease. HANDBOOK OF CLINICAL NEUROLOGY 2016; 136:827-42. [PMID: 27430444 DOI: 10.1016/b978-0-444-53486-6.00041-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Neuromuscular diseases often exhibit a temporally varying, spatially heterogeneous, and multifaceted pathology. The goals of this chapter are to describe and evaluate the use of quantitative magnetic resonance imaging (MRI) methods to characterize muscle pathology. The following criteria are used for this evaluation: objective measurement of continuously distributed variables; clear and well-understood relationship to the pathology of interest; sensitivity to improvement or worsening of clinical status; and the measurement properties of accuracy and precision. Two major classes of MRI methods meet all of these criteria: (1) MRI methods for measuring muscle contractile volume or cross-sectional area by combining structural MRI and quantitative fat-water MRI; and (2) an MRI method for characterizing the edema caused by inflammation, the measurement of the transverse relaxation time constant (T2). These methods are evaluated with respect to the four criteria listed above and examples from neuromuscular disorders are provided. Finally, these methods are summarized and synthesized and recommendations for additional quantitative MRI developments are made.
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Affiliation(s)
- Bruce M Damon
- Vanderbilt University Institute of Imaging Science and the Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USA; Departments of Biomedical Engineering and Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, USA.
| | - Ke Li
- Vanderbilt University Institute of Imaging Science and the Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USA
| | - Nathan D Bryant
- Vanderbilt University Institute of Imaging Science and the Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USA
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25
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Wokke BH, Van Den Bergen JC, Hooijmans MT, Verschuuren JJ, Niks EH, Kan HE. T2 relaxation times are increased in Skeletal muscle of DMD but not BMD patients. Muscle Nerve 2015; 53:38-43. [PMID: 25847364 DOI: 10.1002/mus.24679] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2015] [Indexed: 01/18/2023]
Abstract
INTRODUCTION Exon-skipping drugs in Duchenne muscular dystrophy (DMD) aim to restore truncated dystrophin expression, which is present in the milder Becker muscular dystrophy (BMD). MRI skeletal muscle T2 relaxation times as a representation of edema/inflammation could be quantitative outcome parameters for such trials. METHODS We studied T2 relaxation times, adjusted for muscle fat fraction using Dixon MRI, in lower leg muscles of DMD and BMD patients and healthy controls. RESULTS T2 relaxation times correlated significantly with fat fractions in patients only (P < 0.001). After adjusting for muscle fat, T2 relaxation times were significantly increased in 6 muscles of DMD patients (P < 0.01), except for the extensor digitorum longus. In BMD, T2 relaxation times were unchanged. CONCLUSIONS T2 relaxation times could be a useful outcome parameter in exon-skipping trials in DMD but are influenced by fat despite fat suppression. This should be accounted for when using quantitative T2 mapping to investigate edema/inflammation.
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Affiliation(s)
- Beatrijs H Wokke
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | | | - Melissa T Hooijmans
- C.J. Gorter Centre for high field MRI, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jan J Verschuuren
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Erik H Niks
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Hermien E Kan
- C.J. Gorter Centre for high field MRI, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
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26
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Gerevini S, Scarlato M, Maggi L, Cava M, Caliendo G, Pasanisi B, Falini A, Previtali SC, Morandi L. Muscle MRI findings in facioscapulohumeral muscular dystrophy. Eur Radiol 2015; 26:693-705. [DOI: 10.1007/s00330-015-3890-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 06/10/2015] [Indexed: 11/30/2022]
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Chambers O, Milenković J, Pražnikar A, Tasič JF. Computer-based assessment for facioscapulohumeral dystrophy diagnosis. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2015; 120:37-48. [PMID: 25910520 DOI: 10.1016/j.cmpb.2015.03.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Revised: 02/27/2015] [Accepted: 03/23/2015] [Indexed: 06/04/2023]
Abstract
The paper presents a computer-based assessment for facioscapulohumeral dystrophy (FSHD) diagnosis through characterisation of the fat and oedema percentages in the muscle region. A novel multi-slice method for the muscle-region segmentation in the T1-weighted magnetic resonance images is proposed using principles of the live-wire technique to find the path representing the muscle-region border. For this purpose, an exponential cost function is used that incorporates the edge information obtained after applying the edge-enhancement algorithm formerly designed for the fingerprint enhancement. The difference between the automatic segmentation and manual segmentation performed by a medical specialists is characterised using the Zijdenbos similarity index, indicating a high accuracy of the proposed method. Finally, the fat and oedema are quantified from the muscle region in the T1-weighted and T2-STIR magnetic resonance images, respectively, using the fuzzy c-mean clustering approach for 10 FSHD patients.
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Affiliation(s)
- O Chambers
- Institute "Jožef Stefan", Jamova cesta 39, 1000 Ljubljana, Slovenia.
| | - J Milenković
- University of Ljubljana, Faculty of Electrical Engineering, Tržaška cesta 25, 1000 Ljubljana, Slovenia; Faculty of Medicine, Vražov trg 2, 1000 Ljubljana,Slovenia
| | - A Pražnikar
- University Medical Centre of Ljubljana, Department of Neurology, Zaloška cesta 2, 1000 Ljubljana, Slovenia
| | - J F Tasič
- University of Ljubljana, Faculty of Electrical Engineering, Tržaška cesta 25, 1000 Ljubljana, Slovenia
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Leung DG, Carrino JA, Wagner KR, Jacobs MA. Whole-body magnetic resonance imaging evaluation of facioscapulohumeral muscular dystrophy. Muscle Nerve 2015; 52:512-20. [PMID: 25641525 DOI: 10.1002/mus.24569] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2014] [Revised: 12/22/2014] [Accepted: 01/07/2015] [Indexed: 12/26/2022]
Abstract
INTRODUCTION Facioscapulohumeral muscular dystrophy (FSHD) is a hereditary disorder that causes progressive muscle wasting. Increasing knowledge of the pathophysiology of FSHD has stimulated interest in developing biomarkers of disease severity. METHODS Two groups of MRI scans were analyzed: whole-body scans from 13 subjects with FSHD; and upper and lower extremity scans from 34 subjects with FSHD who participated in the MYO-029 clinical trial. Muscles were scored for fat infiltration and edema-like changes. Fat infiltration scores were compared with muscle strength and function. RESULTS The analysis revealed a distinctive pattern of both frequent muscle involvement and frequent sparing in FSHD. Averaged fat infiltration scores for muscle groups in the legs correlated with quantitative muscle strength and 10-meter walk times. CONCLUSIONS Advances in MRI technology allow for acquisition of rapid, high-quality, whole-body imaging in diffuse muscle disease. This technique offers a promising disease biomarker in FSHD and other muscle diseases.
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Affiliation(s)
- Doris G Leung
- Center for Genetic Muscle Disorders, The Hugo W. Moser Research Institute, Kennedy Krieger Institute, 707 North Broadway, 400A, Baltimore, Maryland, 21205, USA
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - John A Carrino
- Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Radiology and Imaging, Hospital for Special Surgery, New York, New York, USA
| | - Kathryn R Wagner
- Center for Genetic Muscle Disorders, The Hugo W. Moser Research Institute, Kennedy Krieger Institute, 707 North Broadway, 400A, Baltimore, Maryland, 21205, USA
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Neuroscience, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael A Jacobs
- Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Sidney Kimmel Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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29
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Janssen BH, Pillen S, Voet NB, Heerschap A, van Engelen BG, van Alfen N. Quantitative muscle ultrasound versus quantitative magnetic resonance imaging in facioscapulohumeral dystrophy. Muscle Nerve 2014; 50:968-75. [DOI: 10.1002/mus.24247] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/20/2014] [Indexed: 12/12/2022]
Affiliation(s)
- Barbara H. Janssen
- Department of Radiology 766; Radboud University Medical Center; P.O. Box 9101, 6500 HB Nijmegen The Netherlands
| | - Sigrid Pillen
- Child Development and Exercise Center; Myoflammation Consortium; Wilhelmina Children's Hospital, University Medical Center Utrecht; Utrecht The Netherlands
| | - Nicoline B.M. Voet
- Department of Rehabilitation; Radboud University Medical Center; Nijmegen The Netherlands
| | - Arend Heerschap
- Department of Radiology 766; Radboud University Medical Center; P.O. Box 9101, 6500 HB Nijmegen The Netherlands
| | - Baziel G.M. van Engelen
- Department of Neurology and Clinical Neurophysiology; Donders Centre for Neuroscience; Radboud University Medical Center; Nijmegen The Netherlands
| | - Nens van Alfen
- Department of Neurology and Clinical Neurophysiology; Donders Centre for Neuroscience; Radboud University Medical Center; Nijmegen The Netherlands
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30
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Forbes SC, Willcocks RJ, Triplett WT, Rooney WD, Lott DJ, Wang DJ, Pollaro J, Senesac CR, Daniels MJ, Finkel RS, Russman BS, Byrne BJ, Finanger EL, Tennekoon GI, Walter GA, Sweeney HL, Vandenborne K. Magnetic resonance imaging and spectroscopy assessment of lower extremity skeletal muscles in boys with Duchenne muscular dystrophy: a multicenter cross sectional study. PLoS One 2014; 9:e106435. [PMID: 25203313 PMCID: PMC4159278 DOI: 10.1371/journal.pone.0106435] [Citation(s) in RCA: 84] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Accepted: 07/29/2014] [Indexed: 11/19/2022] Open
Abstract
Introduction Duchenne muscular dystrophy (DMD) is an X-linked recessive disorder that results in functional deficits. However, these functional declines are often not able to be quantified in clinical trials for DMD until after age 7. In this study, we hypothesized that 1H2O T2 derived using 1H-MRS and MRI-T2 will be sensitive to muscle involvement at a young age (5–7 years) consistent with increased inflammation and muscle damage in a large cohort of DMD subjects compared to controls. Methods MR data were acquired from 123 boys with DMD (ages 5–14 years; mean 8.6 SD 2.2 years) and 31 healthy controls (age 9.7 SD 2.3 years) using 3-Tesla MRI instruments at three institutions (University of Florida, Oregon Health & Science University, and Children’s Hospital of Philadelphia). T2-weighted multi-slice spin echo (SE) axial images and single voxel 1H-MRS were acquired from the lower leg and thigh to measure lipid fraction and 1H2O T2. Results MRI-T2, 1H2O T2, and lipid fraction were greater (p<0.05) in DMD compared to controls. In the youngest age group, DMD values were different (p<0.05) than controls for the soleus MRI-T2, 1H2O T2 and lipid fraction and vastus lateralis MRI-T2 and 1H2O T2. In the boys with DMD, MRI-T2 and lipid fraction were greater (p<0.05) in the oldest age group (11–14 years) than the youngest age group (5–6.9 years), while 1H2O T2 was lower in the oldest age group compared to the young age group. Discussion Overall, MR measures of T2 and lipid fraction revealed differences between DMD and Controls. Furthermore, MRI-T2 was greater in the older age group compared to the young age group, which was associated with higher lipid fractions. Overall, MR measures of T2 and lipid fraction show excellent sensitivity to DMD disease pathologies and potential therapeutic interventions in DMD, even in the younger boys.
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Affiliation(s)
- Sean C. Forbes
- Department of Physical Therapy, University of Florida, Gainesville, FL, United States of America
- * E-mail:
| | - Rebecca J. Willcocks
- Department of Physical Therapy, University of Florida, Gainesville, FL, United States of America
| | - William T. Triplett
- Department of Physical Therapy, University of Florida, Gainesville, FL, United States of America
| | - William D. Rooney
- Oregon Health & Science University, Portland, OR, United States of America
| | - Donovan J. Lott
- Department of Physical Therapy, University of Florida, Gainesville, FL, United States of America
| | - Dah-Jyuu Wang
- The Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America
| | - Jim Pollaro
- Oregon Health & Science University, Portland, OR, United States of America
| | - Claudia R. Senesac
- Department of Physical Therapy, University of Florida, Gainesville, FL, United States of America
| | - Michael J. Daniels
- Department of Statistics & Data Sciences and Department of Integrative Biology, the University of Texas at Austin, Austin, TX, United States of America
| | - Richard S. Finkel
- The Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America
- Nemours Children’s Hospital, Orlando, Florida, United States of America
| | - Barry S. Russman
- Oregon Health & Science University, Portland, OR, United States of America
| | - Barry J. Byrne
- Department of Pediatrics and Molecular Genetics & Microbiology, Powell Gene Therapy Center, University of Florida, Gainesville, FL, United States of America
| | - Erika L. Finanger
- Oregon Health & Science University, Portland, OR, United States of America
| | - Gihan I. Tennekoon
- The Children’s Hospital of Philadelphia, Philadelphia, PA, United States of America
| | - Glenn A. Walter
- Department of Physiology and Functional Genomics, University of Florida, Gainesville, FL, United States of America
| | - H. Lee Sweeney
- Department of Physiology, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Krista Vandenborne
- Department of Physical Therapy, University of Florida, Gainesville, FL, United States of America
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Global T2 versus water T2 in NMR imaging of fatty infiltrated muscles: different methodology, different information, and different implications. Neuromuscul Disord 2014; 24:1120-1. [PMID: 25153266 DOI: 10.1016/j.nmd.2014.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2014] [Accepted: 07/14/2014] [Indexed: 11/20/2022]
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Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is a common type of adult muscular dystrophy and is divided into types 1 and 2 based on genetic mutation. Clinically, both FSHD types often show asymmetric and progressive muscle weakness affecting initially the face, shoulder, and arms followed by the distal then proximal lower extremities. Approximately 95% of patients, termed FSHD1, have a deletion of a key number of repetitive elements on chromosome 4q35. The remaining 5%, termed FSHD2, have no deletion on chromosome 4q35. Nevertheless, both types share a common downstream mechanism, making it possible for future disease-directed therapies to be effective for both FSHD types.
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Affiliation(s)
- Jeffrey Statland
- Department of Neurology, University of Rochester Medical Center, 265 Crittenden Boulevard, CU 420669, Rochester, NY 14642-0669, USA.
| | - Rabi Tawil
- Department of Neurology, University of Rochester Medical Center, 265 Crittenden Boulevard, CU 420669, Rochester, NY 14642-0669, USA
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Friedman SD, Poliachik SL, Otto RK, Carter GT, Budech CB, Bird TD, Miller DG, Shaw DWW. Longitudinal features of STIR bright signal in FSHD. Muscle Nerve 2014; 49:257-60. [PMID: 23720194 DOI: 10.1002/mus.23911] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Revised: 04/26/2013] [Accepted: 05/13/2013] [Indexed: 12/25/2022]
Abstract
INTRODUCTION Magnetic resonance imaging of muscle shows short tau-inversion recovery (STIR) brightness in autosomal dominant facioscapulohumeral muscular dystrophy (FSHD1) suggestive of active inflammation/injury. We measured the longitudinal stability/progression of this potential disease biomarker. METHODS Nine subjects underwent calf MRI imaging over 2 years. Two radiologists evaluated qualitative muscle changes. RESULTS In 3/9 subjects, calf muscles demonstrated moderate/severe STIR hyperintensity at Time 1 that had progressed to fatty replacement 2 years later (Time 2). In the remaining subjects, moderate/severe muscle STIR abnormalities, when present, were consistent between exams. Mild STIR+ elevations had roughly similar patterns between exams. CONCLUSIONS Moderate/severe STIR hyperintensities often foreshadow fatty replacement over a 2-year interval. Whether longer time courses are required to observe muscle degeneration and fatty replacement in some subjects remains to be explored.
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34
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Rijken NHM, van der Kooi EL, Hendriks JCM, van Asseldonk RJGP, Padberg GW, Geurts ACH, van Engelen BGM. Skeletal muscle imaging in facioscapulohumeral muscular dystrophy, pattern and asymmetry of individual muscle involvement. Neuromuscul Disord 2014; 24:1087-96. [PMID: 25176503 DOI: 10.1016/j.nmd.2014.05.012] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Revised: 05/24/2014] [Accepted: 05/30/2014] [Indexed: 01/05/2023]
Abstract
To better understand postural and movement disabilities, the pattern of total body muscle fat infiltration was analyzed in a large group of patients with facioscapulohumeral muscular dystrophy. Additionally, we studied whether residual D4Z4 repeat array length adjusted for age and gender could predict the degree of muscle involvement. Total body computed tomography scans of 70 patients were used to assess the degree of fat infiltration of 42 muscles from neck to ankle level on a semi-quantitative scale. Groups of muscles that highly correlated regarding fat infiltration were identified using factor analysis. Linear regression analysis was performed using muscle fat infiltration as the dependent variable and D4Z4 repeat length and age as independent variables. A pattern of muscle fat infiltration in facioscapulohumeral muscular dystrophy could be constructed. Trunk muscles were most frequently affected. Of these, back extensors were more frequently affected than previously reported. Asymmetry in muscle involvement was seen in 45% of the muscles that were infiltrated with fat. The right-sided upper extremity showed significantly higher scores for fat infiltration compared to the left side, which could not be explained by handedness. It was possible to explain 29% of the fat infiltration based on D4Z4 repeat length, corrected for age and gender. Based on our results we conclude that frequent involvement of fat infiltration in back extensors, in addition to the abdominal muscles, emphasizes the extent of trunk involvement, which may have a profound impact on postural control even in otherwise mildly affected patients.
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Affiliation(s)
- N H M Rijken
- Department of Rehabilitation, Radboud University Medical Center, Nijmegen, The Netherlands
| | - E L van der Kooi
- Department of Neurology, Medical Centre Leeuwarden, Leeuwarden, The Netherlands
| | - J C M Hendriks
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - R J G P van Asseldonk
- Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - G W Padberg
- Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - A C H Geurts
- Department of Rehabilitation, Radboud University Medical Center, Nijmegen, The Netherlands
| | - B G M van Engelen
- Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands.
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Tasca G, Monforte M, Iannaccone E, Laschena F, Ottaviani P, Leoncini E, Boccia S, Galluzzi G, Pelliccioni M, Masciullo M, Frusciante R, Mercuri E, Ricci E. Upper girdle imaging in facioscapulohumeral muscular dystrophy. PLoS One 2014; 9:e100292. [PMID: 24932477 PMCID: PMC4059711 DOI: 10.1371/journal.pone.0100292] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Accepted: 05/22/2014] [Indexed: 11/19/2022] Open
Abstract
Background In Facioscapulohumeral muscular dystrophy (FSHD), the upper girdle is early involved and often difficult to assess only relying on physical examination. Our aim was to evaluate the pattern and degree of involvement of upper girdle muscles in FSHD compared with other muscle diseases with scapular girdle impairment. Methods We propose an MRI protocol evaluating neck and upper girdle muscles. One hundred-eight consecutive symptomatic FSHD patients and 45 patients affected by muscular dystrophies and myopathies with prominent upper girdle involvement underwent this protocol. Acquired scans were retrospectively analyzed. Results The trapezius (100% of the patients) and serratus anterior (85% of the patients) were the most and earliest affected muscles in FSHD, followed by the latissimus dorsi and pectoralis major, whilst spinati and subscapularis (involved in less than 4% of the patients) were consistently spared even in late disease stages. Asymmetry and hyperintensities on short-tau inversion recovery (STIR) sequences were common features, and STIR hyperintensities could also be found in muscles not showing signs of fatty replacement. The overall involvement appears to be disease-specific in FSHD as it significantly differed from that encountered in the other myopathies. Conclusions The detailed knowledge of single muscle involvement provides useful information for correctly evaluating patients' motor function and to set a baseline for natural history studies. Upper girdle imaging can also be used as an additional tool helpful in supporting the diagnosis of FSHD in unclear situations, and may contribute with hints on the currently largely unknown molecular pathogenesis of this disease.
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Affiliation(s)
| | - Mauro Monforte
- Institute of Neurology, Catholic University School of Medicine, Rome, Italy
| | | | - Francesco Laschena
- Department of Radiology, Istituto Dermopatico dell'Immacolata, IRCCS, Rome, Italy
| | | | - Emanuele Leoncini
- Institute of Hygiene-Department of Public Health, Catholic University School of Medicine, Rome, Italy
| | - Stefania Boccia
- Institute of Hygiene-Department of Public Health, Catholic University School of Medicine, Rome, Italy
| | | | - Marco Pelliccioni
- Unione Italiana Lotta Distrofia Muscolare (UILDM) Rome Section, Rome, Italy
| | | | - Roberto Frusciante
- Neurophysiopathology Unit, Columbus Hospital, Catholic University School of Medicine, Rome, Italy
| | - Eugenio Mercuri
- Pediatric Neurology Unit, Catholic University School of Medicine, Rome, Italy
| | - Enzo Ricci
- Institute of Neurology, Catholic University School of Medicine, Rome, Italy
- * E-mail:
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Tawil R, van der Maarel SM, Tapscott SJ. Facioscapulohumeral dystrophy: the path to consensus on pathophysiology. Skelet Muscle 2014; 4:12. [PMID: 24940479 PMCID: PMC4060068 DOI: 10.1186/2044-5040-4-12] [Citation(s) in RCA: 125] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2014] [Accepted: 05/13/2014] [Indexed: 01/07/2023] Open
Abstract
Although the pathophysiology of facioscapulohumeral dystrophy (FSHD) has been controversial over the last decades, progress in recent years has led to a model that incorporates these decades of findings and is gaining general acceptance in the FSHD research community. Here we review how the contributions from many labs over many years led to an understanding of a fundamentally new mechanism of human disease. FSHD is caused by inefficient repeat-mediated epigenetic repression of the D4Z4 macrosatellite repeat array on chromosome 4, resulting in the variegated expression of the DUX4 retrogene, encoding a double-homeobox transcription factor, in skeletal muscle. Normally expressed in the testis and epigenetically repressed in somatic tissues, DUX4 expression in skeletal muscle induces expression of many germline, stem cell, and other genes that might account for the pathophysiology of FSHD. Although some disagreements regarding the details of mechanisms remain in the field, the coalescing agreement on a central model of pathophysiology represents a pivot-point in FSHD research, transitioning the field from discovery-oriented studies to translational studies aimed at developing therapies based on a sound model of disease pathophysiology.
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Affiliation(s)
- Rabi Tawil
- Department of Neurology, University of Rochester, Rochester, NY 14642, USA
- Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Silvère M van der Maarel
- Department of Human Genetics, Leiden University Medical Center, 2333 ZA, Leiden, The Netherlands
- Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
| | - Stephen J Tapscott
- Divisions of Human Biology and Clinical Research, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
- Department of Neurology, University of Washington, Seattle, WA 98105, USA
- Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109, USA
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Yao Z, Snider L, Balog J, Lemmers RJLF, Van Der Maarel SM, Tawil R, Tapscott SJ. DUX4-induced gene expression is the major molecular signature in FSHD skeletal muscle. Hum Mol Genet 2014; 23:5342-52. [PMID: 24861551 DOI: 10.1093/hmg/ddu251] [Citation(s) in RCA: 150] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Facioscapulohumeral dystrophy (FSHD) is caused by decreased epigenetic repression of the D4Z4 macrosatellite array and recent studies have shown that this results in the expression of low levels of the DUX4 mRNA in skeletal muscle. Several other mechanisms have been suggested for FSHD pathophysiology and it remains unknown whether DUX4 expression can account for most of the molecular changes seen in FSHD. Since DUX4 is a transcription factor, we used RNA-seq to measure gene expression in muscle cells transduced with DUX4, and in muscle cells and biopsies from control and FSHD individuals. We show that DUX4 target gene expression is the major molecular signature in FSHD muscle together with a gene expression signature consistent with an immune cell infiltration. In addition, one unaffected individual without a known FSHD-causing mutation showed the expression of DUX4 target genes. This individual has a sibling with FSHD and also without a known FSHD-causing mutation, suggesting the presence of an unidentified modifier locus for DUX4 expression and FSHD. These findings demonstrate that the expression of DUX4 accounts for the majority of the gene expression changes in FSHD skeletal muscle together with an immune cell infiltration.
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Affiliation(s)
- Zizhen Yao
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Lauren Snider
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA
| | - Judit Balog
- Department of Human Genetics, Leiden University Medical Center, Leiden, ZA 2333, The Netherlands
| | - Richard J L F Lemmers
- Department of Human Genetics, Leiden University Medical Center, Leiden, ZA 2333, The Netherlands
| | - Silvère M Van Der Maarel
- Department of Human Genetics, Leiden University Medical Center, Leiden, ZA 2333, The Netherlands
| | - Rabi Tawil
- Department of Neurology, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - Stephen J Tapscott
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle WA 98109, USA Department of Neurology, University of Washington, Seattle, WA 98105, USA
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Azzabou N, Loureiro de Sousa P, Caldas E, Carlier PG. Validation of a generic approach to muscle water T2 determination at 3T in fat-infiltrated skeletal muscle. J Magn Reson Imaging 2014; 41:645-53. [PMID: 24590466 DOI: 10.1002/jmri.24613] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Accepted: 02/12/2014] [Indexed: 11/06/2022] Open
Abstract
PURPOSE To introduce a novel method for skeletal muscle water T2 determination in fat-infiltrated tissues, using a tri-exponential fit of the global muscle signal decay. MATERIALS AND METHODS In all, 48 patients with various neuromuscular diseases were retrospectively selected and their thigh muscles analyzed. Each patient was imaged using a multispin-echo (MSME) sequence with a 17-echo train. The transmit field (B1+) inhomogeneities were evaluated using the actual flip angle imaging method toward voxel sorting. Muscle water T2 was quantified using a tri-exponential signal decay model. The difference between water T2 of voxels within the same muscle but having different fat ratio was analyzed using nonparametric statistical tests. In addition, we evaluated the correlation between fat ratio and T2 values obtained using both a mono- and tri-exponential approach. RESULTS The results showed that muscle water T2 values obtained using a tri-exponential approach combined with B1+ map-based voxel sorting were independent of the fat infiltration degree inside the muscle (R(2) < 0.03). This was not the case using the mono-exponential model, which measured different T2s between voxels of the same muscle but with various fat ratio (R(2) > 0.67; P < 10e(-4) ). CONCLUSION The tri-exponential model is an accurate tool to monitor muscle tissue disease activity devoid of bias introduced by fat infiltration.
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Affiliation(s)
- Noura Azzabou
- Institute of Myology, NMR Laboratory, Paris, France; CEA, I2BM MIRCen IdM NMR Laboratory, Paris, France
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Bachasson D, Temesi J, Bankole C, Lagrange E, Boutte C, Millet G, Verges S, Levy P, Feasson L, Wuyam B. Assessement of quadriceps strength, endurance and fatigue in FSHD and CMT: Benefits and limits of femoral nerve magnetic stimulation. Clin Neurophysiol 2014; 125:396-405. [DOI: 10.1016/j.clinph.2013.08.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2012] [Revised: 07/30/2013] [Accepted: 08/01/2013] [Indexed: 12/30/2022]
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40
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Janssen BH, Voet NBM, Nabuurs CI, Kan HE, de Rooy JWJ, Geurts AC, Padberg GW, van Engelen BGM, Heerschap A. Distinct disease phases in muscles of facioscapulohumeral dystrophy patients identified by MR detected fat infiltration. PLoS One 2014; 9:e85416. [PMID: 24454861 PMCID: PMC3891814 DOI: 10.1371/journal.pone.0085416] [Citation(s) in RCA: 116] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Accepted: 11/26/2013] [Indexed: 11/18/2022] Open
Abstract
Facioscapulohumeral muscular dystrophy (FSHD) is an untreatable disease, characterized by asymmetric progressive weakness of skeletal muscle with fatty infiltration. Although the main genetic defect has been uncovered, the downstream mechanisms causing FSHD are not understood. The objective of this study was to determine natural disease state and progression in muscles of FSHD patients and to establish diagnostic biomarkers by quantitative MRI of fat infiltration and phosphorylated metabolites. MRI was performed at 3T with dedicated coils on legs of 41 patients (28 men/13 women, age 34-76 years), of which eleven were re-examined after four months of usual care. Muscular fat fraction was determined with multi spin-echo and T1 weighted MRI, edema by TIRM and phosphorylated metabolites by 3D (31)P MR spectroscopic imaging. Fat fractions were compared to clinical severity, muscle force, age, edema and phosphocreatine (PCr)/ATP. Longitudinal intramuscular fat fraction variation was analyzed by linear regression. Increased intramuscular fat correlated with age (p<0.05), FSHD severity score (p<0.0001), inversely with muscle strength (p<0.0001), and also occurred sub-clinically. Muscles were nearly dichotomously divided in those with high and with low fat fraction, with only 13% having an intermediate fat fraction. The intramuscular fat fraction along the muscle's length, increased from proximal to distal. This fat gradient was the steepest for intermediate fat infiltrated muscles (0.07±0.01/cm, p<0.001). Leg muscles in this intermediate phase showed a decreased PCr/ATP (p<0.05) and the fastest increase in fatty infiltration over time (0.18±0.15/year, p<0.001), which correlated with initial edema (p<0.01), if present. Thus, in the MR assessment of fat infiltration as biomarker for diseased muscles, the intramuscular fat distribution needs to be taken into account. Our results indicate that healthy individual leg muscles become diseased by entering a progressive phase with distal fat infiltration and altered energy metabolite levels. Fat replacement then relatively rapidly spreads over the whole muscle.
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Affiliation(s)
- Barbara H. Janssen
- Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands
- * E-mail:
| | - Nicoline B. M. Voet
- Department of Rehabilitation, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Christine I. Nabuurs
- Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Hermien E. Kan
- Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Radiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Jacky W. J. de Rooy
- Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Alexander C. Geurts
- Department of Rehabilitation, Radboud University Medical Center, Nijmegen, The Netherlands
| | - George W. Padberg
- Department of Neurology, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Arend Heerschap
- Department of Radiology, Radboud University Medical Center, Nijmegen, The Netherlands
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Longitudinal measurements of MRI-T2 in boys with Duchenne muscular dystrophy: effects of age and disease progression. Neuromuscul Disord 2014; 24:393-401. [PMID: 24491484 DOI: 10.1016/j.nmd.2013.12.012] [Citation(s) in RCA: 109] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Revised: 11/15/2013] [Accepted: 12/23/2013] [Indexed: 01/14/2023]
Abstract
Duchenne muscular dystrophy (DMD) is characterized by an increased muscle damage and progressive replacement of muscle by noncontractile tissue. Both of these pathological changes can lengthen the MRI transverse proton relaxation time (T2). The current study measured longitudinal changes in T2 and its distribution in the lower leg of 16 boys with DMD (5-13years, 15 ambulatory) and 15 healthy controls (5-13years). These muscles were chosen to allow extended longitudinal monitoring, due to their slow progression compared with proximal muscles in DMD. In the soleus muscle of boys with DMD, T2 and the percentage of pixels with an elevated T2 (⩾2SD above control mean T2) increased significantly over 1year and 2years, while the width of the T2 histogram increased over 2years. Changes in soleus T2 variables were significantly greater in 9-13years old compared with 5-8years old boys with DMD. Significant correlations between the change in all soleus T2 variables over 2years and the change in functional measures over 2years were found. MRI measurement of muscle T2 in boys with DMD is sensitive to disease progression and shows promise as a clinical outcome measure.
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42
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Harry H, Kan HE. Quantitative proton MR techniques for measuring fat. NMR IN BIOMEDICINE 2013; 26:1609-29. [PMID: 24123229 PMCID: PMC4001818 DOI: 10.1002/nbm.3025] [Citation(s) in RCA: 91] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2013] [Revised: 07/13/2013] [Accepted: 08/19/2013] [Indexed: 05/09/2023]
Abstract
Accurate, precise and reliable techniques for the quantification of body and organ fat distributions are important tools in physiology research. They are critically needed in studies of obesity and diseases involving excess fat accumulation. Proton MR methods address this need by providing an array of relaxometry-based (T1, T2) and chemical shift-based approaches. These techniques can generate informative visualizations of regional and whole-body fat distributions, yield measurements of fat volumes within specific body depots and quantify fat accumulation in abdominal organs and muscles. MR methods are commonly used to investigate the role of fat in nutrition and metabolism, to measure the efficacy of short- and long-term dietary and exercise interventions, to study the implications of fat in organ steatosis and muscular dystrophies and to elucidate pathophysiological mechanisms in the context of obesity and its comorbidities. The purpose of this review is to provide a summary of mainstream MR strategies for fat quantification. The article succinctly describes the principles that differentiate water and fat proton signals, summarizes the advantages and limitations of various techniques and offers a few illustrative examples. The article also highlights recent efforts in the MR of brown adipose tissue and concludes by briefly discussing some future research directions.
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Affiliation(s)
- Houchun Harry
- Corresponding Author Houchun Harry Hu, PhD Children's Hospital Los Angeles University of Southern California 4650 Sunset Boulevard Department of Radiology, MS #81 Los Angeles, California, USA. 90027 , Office: +1 (323) 361-2688 Fax: +1 (323) 361-1510
| | - Hermien E. Kan
- C.J. Gorter Center for High Field MRI, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
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Clinical trial preparedness in facioscapulohumeral dystrophy: outcome measures and patient access: 8-9 April 2013, Leiden, The Netherlands. Neuromuscul Disord 2013; 24:79-85. [PMID: 24011701 DOI: 10.1016/j.nmd.2013.07.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Revised: 07/15/2013] [Accepted: 07/22/2013] [Indexed: 12/30/2022]
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Block GJ, Narayanan D, Amell AM, Petek LM, Davidson KC, Bird TD, Tawil R, Moon RT, Miller DG. Wnt/β-catenin signaling suppresses DUX4 expression and prevents apoptosis of FSHD muscle cells. Hum Mol Genet 2013; 22:4661-72. [PMID: 23821646 DOI: 10.1093/hmg/ddt314] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Facioscapulohumeral muscular dystrophy is a dominantly inherited myopathy associated with chromatin relaxation of the D4Z4 macrosatellite array on chromosome 4. DUX4 is encoded within each unit of the D4Z4 array where it is normally transcriptionally silenced and packaged as constitutive heterochromatin. Truncation of the array to less than 11 D4Z4 units (FSHD1) or mutations in SMCHD1 (FSHD2) results in chromatin relaxation and a small percentage of cultured myoblasts from these individuals exhibit infrequent bursts of DUX4 expression. There are no cellular or animal models to determine the trigger of the DUX4 producing transcriptional bursts and there has been a failure to date to detect the protein in significant numbers of cells from FSHD-affected individuals. Here, we demonstrate for the first time that myotubes generated from FSHD patients express sufficient amounts of DUX4 to undergo DUX4-dependent apoptosis. We show that activation of the Wnt/β-catenin signaling pathway suppresses DUX4 transcription in FSHD1 and FSHD2 myotubes and can rescue DUX4-mediated myotube apoptosis. In addition, reduction of mRNA transcripts from Wnt pathway genes β-catenin, Wnt3A and Wnt9B results in DUX4 activation. We propose that Wnt/β-catenin signaling is important for transcriptional repression of DUX4 and identify a novel group of therapeutic targets for the treatment of FSHD.
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Arpan I, Forbes SC, Lott DJ, Senesac CR, Daniels MJ, Triplett WT, Deol JK, Sweeney HL, Walter GA, Vandenborne K. T₂ mapping provides multiple approaches for the characterization of muscle involvement in neuromuscular diseases: a cross-sectional study of lower leg muscles in 5-15-year-old boys with Duchenne muscular dystrophy. NMR IN BIOMEDICINE 2013; 26:320-8. [PMID: 23044995 PMCID: PMC3573223 DOI: 10.1002/nbm.2851] [Citation(s) in RCA: 103] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2012] [Revised: 07/14/2012] [Accepted: 08/03/2012] [Indexed: 05/15/2023]
Abstract
Skeletal muscles of children with Duchenne muscular dystrophy (DMD) show enhanced susceptibility to damage and progressive lipid infiltration, which contribute to an increase in the MR proton transverse relaxation time (T₂). Therefore, the examination of T₂ changes in individual muscles may be useful for the monitoring of disease progression in DMD. In this study, we used the mean T₂, percentage of elevated pixels and T₂ heterogeneity to assess changes in the composition of dystrophic muscles. In addition, we used fat saturation to distinguish T₂ changes caused by edema and inflammation from fat infiltration in muscles. Thirty subjects with DMD and 15 age-matched controls underwent T₂ -weighted imaging of their lower leg using a 3-T MR system. T₂ maps were developed and four lower leg muscles were manually traced (soleus, medial gastrocnemius, peroneal and tibialis anterior). The mean T₂ of the traced regions of interest, width of the T₂ histograms and percentage of elevated pixels were calculated. We found that, even in young children with DMD, lower leg muscles showed elevated mean T₂, were more heterogeneous and had a greater percentage of elevated pixels than in controls. T₂ measures decreased with fat saturation, but were still higher (P < 0.05) in dystrophic muscles than in controls. Further, T₂ measures showed positive correlations with timed functional tests (r = 0.23-0.79). The elevated T₂ measures with and without fat saturation at all ages of DMD examined (5-15 years) compared with unaffected controls indicate that the dystrophic muscles have increased regions of damage, edema and fat infiltration. This study shows that T₂ mapping provides multiple approaches that can be used effectively to characterize muscle tissue in children with DMD, even in the early stages of the disease. Therefore, T₂ mapping may prove to be clinically useful in the monitoring of muscle changes caused by the disease process or by therapeutic interventions in DMD.
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Affiliation(s)
- Ishu Arpan
- Department of Physical Therapy, University of Florida, Gainesville, Florida
| | - Sean C Forbes
- Department of Physical Therapy, University of Florida, Gainesville, Florida
| | - Donovan J Lott
- Department of Physical Therapy, University of Florida, Gainesville, Florida
| | - Claudia R Senesac
- Department of Physical Therapy, University of Florida, Gainesville, Florida
| | - Michael J Daniels
- Department of Statistics; University of Florida, Gainesville, Florida
| | - William T Triplett
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida
| | - Jasjit K Deol
- Department of Physical Therapy, University of Florida, Gainesville, Florida
| | - H Lee Sweeney
- Department of Physiology; University of Pennsylvania, Philadelphia, Pennsylvania
| | - Glenn A Walter
- Department of Physiology and Functional Genomics, University of Florida, Gainesville, Florida
| | - Krista Vandenborne
- Department of Physical Therapy, University of Florida, Gainesville, Florida
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Masciullo M, Iannaccone E, Bianchi MLE, Santoro M, Conte G, Modoni A, Monforte M, Tasca G, Laschena F, Ricci E, Silvestri G. Myotonic dystrophy type 1 and de novo FSHD mutation double trouble: a clinical and muscle MRI study. Neuromuscul Disord 2013; 23:427-31. [PMID: 23466272 DOI: 10.1016/j.nmd.2013.02.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2012] [Revised: 11/05/2012] [Accepted: 02/01/2013] [Indexed: 12/17/2022]
Abstract
Here we describe the first case of myotonic dystrophy type 1 (DM1) associated with facio-scapulo-humeral dystrophy (FSHD). From a clinical point of view, the patient displayed a pattern of muscle involvement reminiscent of both disorders, including hand-grip myotonia, facial, axial and distal limbs muscle weakness as well as a bilateral winged scapula associated with atrophy of the pectoralis major muscle and lumbar lordosis; pelvic muscles were mostly spared. An extensive muscle MRI assessment including neck, shoulder, abdominal, pelvic and lower limb muscles documented radiological features typical of DM1 and FSDH. Molecular genetic studies confirmed that the proband carried both a pathologically expanded DMPK allele, inherited from his father, and a de novo shortened D4Z4 repeat fragment at 4q35 locus.
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van der Maarel SM, Miller DG, Tawil R, Filippova GN, Tapscott SJ. Facioscapulohumeral muscular dystrophy: consequences of chromatin relaxation. Curr Opin Neurol 2012; 25:614-20. [PMID: 22892954 PMCID: PMC3653067 DOI: 10.1097/wco.0b013e328357f22d] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
PURPOSE OF REVIEW In recent years, we have seen remarkable progress in our understanding of the disease mechanism underlying facioscapulohumeral muscular dystrophy (FSHD). The purpose of this review is to provide a comprehensive overview of our current understanding of the disease mechanism and to discuss the observations supporting the possibility of a developmental defect in this disorder. RECENT FINDINGS In the majority of cases, FSHD is caused by contraction of the D4Z4 repeat array (FSHD1). This results in local chromatin relaxation and stable expression of the DUX4 retrogene in skeletal muscle, but only when a polymorphic DUX4 polyadenylation signal is present. In some cases (FSHD2), D4Z4 chromatin relaxation and stable DUX4 expression occur in the absence of D4Z4 array contraction. DUX4 is a germline transcription factor and its expression in skeletal muscle leads to activation of early stem cell and germline programs and transcriptional activation of retroelements. SUMMARY Recent studies have provided a plausible disease mechanism for FSHD in which FSHD results from inappropriate expression of the germline transcription factor DUX4. The genes regulated by DUX4 suggest several mechanisms of muscle damage, and provide potential biomarkers and therapeutic targets that should be investigated in future studies.
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