1
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Doherty CM, Howard P, O'Donnell LF, Zuccarino R, Wastling S, Milev E, Banks T, Shah S, Zafeiropoulos N, Stephens KJ, Sarkozy A, Grider T, Feely SME, Manzur A, Shy RR, Skorupinska M, Pipis M, Nicolaisen E, McDowell A, Dilek N, Rossor AM, Laura M, Clark C, Muntoni F, Thedens D, Thornton J, Morrow JM, Shy ME, Reilly MM. Quantitative Foot Muscle Magnetic Resonance Imaging Reliably Measures Disease Progression in Children and Adolescents with Charcot-Marie-Tooth Disease Type 1A. Ann Neurol 2024; 96:170-174. [PMID: 38613459 DOI: 10.1002/ana.26934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 03/13/2024] [Accepted: 03/19/2024] [Indexed: 04/15/2024]
Abstract
Quantitative muscle fat fraction (FF) responsiveness is lower in younger Charcot-Marie-Tooth disease type 1A (CMT1A) patients with lower baseline calf-level FF. We investigated the practicality, validity, and responsiveness of foot-level FF in this cohort involving 22 CMT1A patients and 14 controls. The mean baseline foot-level FF was 25.9 ± 20.3% in CMT1A patients, and the 365-day FF (n = 15) increased by 2.0 ± 2.4% (p < 0.001 vs controls). Intrinsic foot-level FF demonstrated large responsiveness (12-month standardized response mean (SRM) of 0.86) and correlated with the CMT examination score (ρ = 0.58, P = 0.01). Intrinsic foot-level FF has the potential to be used as a biomarker in future clinical trials involving younger CMT1A patients. ANN NEUROL 2024;96:170-174.
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Affiliation(s)
- Carolynne M Doherty
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Paige Howard
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Luke F O'Donnell
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Riccardo Zuccarino
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Fondazione Serena Onlus, Centro Clinico NeMO Trento, Italy
| | - Stephen Wastling
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Evelin Milev
- Dubowitz Neuromuscular Center, Great Ormond Street Hospital, London, UK
| | - Tina Banks
- Department of Radiology, Great Ormond Street Hospital, London, UK
| | - Sachit Shah
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Nick Zafeiropoulos
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Katherine J Stephens
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Anna Sarkozy
- Dubowitz Neuromuscular Center, Great Ormond Street Hospital, London, UK
| | - Tiffany Grider
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Shawna M E Feely
- Division of Pediatric Neurology, Seattle Children's Hospital, University of Washington School of Medicine, Seattle, WA, USA
| | - Adnan Manzur
- Dubowitz Neuromuscular Center, Great Ormond Street Hospital, London, UK
| | - Rosemary R Shy
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Mariola Skorupinska
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Menelaos Pipis
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Emma Nicolaisen
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Amy McDowell
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Nuran Dilek
- University of Rochester School of Medicine and Dentistry, New York, NY, USA
| | - Alexander M Rossor
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Matilde Laura
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | | | - Francesco Muntoni
- Dubowitz Neuromuscular Center, Great Ormond Street Hospital, London, UK
| | - Daniel Thedens
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - John Thornton
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Jasper M Morrow
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Michael E Shy
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Mary M Reilly
- Center for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
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Fortanier E, Hostin MA, Michel C, Delmont E, Bellemare ME, Guye M, Bendahan D, Attarian S. One-Year Longitudinal Assessment of Patients With CMT1A Using Quantitative MRI. Neurology 2024; 102:e209277. [PMID: 38630962 DOI: 10.1212/wnl.0000000000209277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Intramuscular fat fraction (FF) assessed using quantitative MRI (qMRI) has emerged as one of the few responsive outcome measures in CMT1A suitable for future clinical trials. This study aimed to identify the relevance of multiple qMRI biomarkers for tracking longitudinal changes in CMT1A and to assess correlations between MRI metrics and clinical parameters. METHODS qMRI was performed in CMT1A patients at 2 time points, a year apart, and various metrics were extracted from 3-dimensional volumes of interest at thigh and leg levels. A semiautomated segmentation technique was used, enabling the analysis of central slices and a larger 3D muscle volume. Metrics included proton density (PD), magnetization transfer ratio (MTR), and intramuscular FF. The sciatic and tibial nerves were also assessed. Disease severity was gauged using Charcot Marie Tooth Neurologic Score (CMTNSv2), Charcot Marie Tooth Examination Score, Overall Neuropathy Limitation Scale scores, and Medical Research Council (MRC) muscle strength. RESULTS Twenty-four patients were included. FF significantly rose in the 3D volume at both thigh (+1.04% ± 2.19%, p = 0.041) and leg (+1.36% ± 1.87%, p = 0.045) levels. The 3D analyses unveiled a length-dependent gradient in FF, ranging from 22.61% ± 10.17% to 26.17% ± 10.79% at the leg level. There was noticeable variance in longitudinal changes between muscles: +3.17% ± 6.86% (p = 0.028) in the tibialis anterior compared with 0.37% ± 4.97% (p = 0.893) in the gastrocnemius medialis. MTR across the entire thigh volume showed a significant decline between the 2 time points -2.75 ± 6.58 (p = 0.049), whereas no significant differences were noted for the 3D muscle volume and PD. No longitudinal changes were observed in any nerve metric. Potent correlations were identified between FF and primary clinical measures: CMTNSv2 (ρ = 0.656; p = 0.001) and MRC in the lower limbs (ρ = -0.877; p < 0.001). DISCUSSION Our results further support that qMRI is a promising tool for following up longitudinal changes in CMT1A patients, FF being the paramount MRI metric for both thigh and leg regions. It is crucial to scrutinize the postimaging data extraction methods considering that annual changes are minimal (around +1.5%). Given the varied FF distribution, the existence of a length-dependent gradient, and the differential fatty involution across muscles, 3D volume analysis appeared more suitable than single slice analysis.
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Affiliation(s)
- Etienne Fortanier
- From the Reference Center for Neuromuscular Diseases and ALS (E.F., E.D., S.A.), La Timone University Hospital, Center for Magnetic Resonance in Biology and Medicine (M.A.H., C.M., M.G., D.B.), UMR CNRS 7339, UMR 7286 (E.D.), Medicine Faculty, CNRS, LIS (M.A.H.,M.-E.B.), and Inserm (S.A.), GMGF, Aix-Marseille University, France
| | - Marc Adrien Hostin
- From the Reference Center for Neuromuscular Diseases and ALS (E.F., E.D., S.A.), La Timone University Hospital, Center for Magnetic Resonance in Biology and Medicine (M.A.H., C.M., M.G., D.B.), UMR CNRS 7339, UMR 7286 (E.D.), Medicine Faculty, CNRS, LIS (M.A.H.,M.-E.B.), and Inserm (S.A.), GMGF, Aix-Marseille University, France
| | - Constance Michel
- From the Reference Center for Neuromuscular Diseases and ALS (E.F., E.D., S.A.), La Timone University Hospital, Center for Magnetic Resonance in Biology and Medicine (M.A.H., C.M., M.G., D.B.), UMR CNRS 7339, UMR 7286 (E.D.), Medicine Faculty, CNRS, LIS (M.A.H.,M.-E.B.), and Inserm (S.A.), GMGF, Aix-Marseille University, France
| | - Emilien Delmont
- From the Reference Center for Neuromuscular Diseases and ALS (E.F., E.D., S.A.), La Timone University Hospital, Center for Magnetic Resonance in Biology and Medicine (M.A.H., C.M., M.G., D.B.), UMR CNRS 7339, UMR 7286 (E.D.), Medicine Faculty, CNRS, LIS (M.A.H.,M.-E.B.), and Inserm (S.A.), GMGF, Aix-Marseille University, France
| | - Marc-Emmanuel Bellemare
- From the Reference Center for Neuromuscular Diseases and ALS (E.F., E.D., S.A.), La Timone University Hospital, Center for Magnetic Resonance in Biology and Medicine (M.A.H., C.M., M.G., D.B.), UMR CNRS 7339, UMR 7286 (E.D.), Medicine Faculty, CNRS, LIS (M.A.H.,M.-E.B.), and Inserm (S.A.), GMGF, Aix-Marseille University, France
| | - Maxime Guye
- From the Reference Center for Neuromuscular Diseases and ALS (E.F., E.D., S.A.), La Timone University Hospital, Center for Magnetic Resonance in Biology and Medicine (M.A.H., C.M., M.G., D.B.), UMR CNRS 7339, UMR 7286 (E.D.), Medicine Faculty, CNRS, LIS (M.A.H.,M.-E.B.), and Inserm (S.A.), GMGF, Aix-Marseille University, France
| | - David Bendahan
- From the Reference Center for Neuromuscular Diseases and ALS (E.F., E.D., S.A.), La Timone University Hospital, Center for Magnetic Resonance in Biology and Medicine (M.A.H., C.M., M.G., D.B.), UMR CNRS 7339, UMR 7286 (E.D.), Medicine Faculty, CNRS, LIS (M.A.H.,M.-E.B.), and Inserm (S.A.), GMGF, Aix-Marseille University, France
| | - Shahram Attarian
- From the Reference Center for Neuromuscular Diseases and ALS (E.F., E.D., S.A.), La Timone University Hospital, Center for Magnetic Resonance in Biology and Medicine (M.A.H., C.M., M.G., D.B.), UMR CNRS 7339, UMR 7286 (E.D.), Medicine Faculty, CNRS, LIS (M.A.H.,M.-E.B.), and Inserm (S.A.), GMGF, Aix-Marseille University, France
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Yoon BA, Kim YH, Nam SH, Lee HJ, Oh SI, Kim N, Kim KH, Jo YR, Kim JK, Choi BO, Park HT. p62/sequestosome-1 as a severity-reflecting plasma biomarker in Charcot-Marie-Tooth disease type 1A. Sci Rep 2024; 14:10972. [PMID: 38745059 PMCID: PMC11094036 DOI: 10.1038/s41598-024-61794-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2023] [Accepted: 05/09/2024] [Indexed: 05/16/2024] Open
Abstract
Autophagy is a self-degradation system for recycling to maintain homeostasis. p62/sequestosome-1 (p62) is an autophagy receptor that accumulates in neuroglia in neurodegenerative diseases. The objective of this study was to determine the elevation of plasma p62 protein levels in patients with Charcot-Marie-Tooth disease 1A (CMT1A) for its clinical usefulness to assess disease severity. We collected blood samples from 69 CMT1A patients and 59 healthy controls. Plasma concentrations of p62 were analyzed by ELISA, and we compared them with Charcot-Marie-Tooth neuropathy score version 2 (CMTNSv2). A mouse CMT1A model (C22) was employed to determine the source and mechanism of plasma p62 elevation. Plasma p62 was detected in healthy controls with median value of 1978 pg/ml, and the levels were significantly higher in CMT1A (2465 pg/ml, p < 0.001). The elevated plasma p62 levels were correlated with CMTNSv2 (r = 0.621, p < 0.0001), motor nerve conduction velocity (r = - 0.490, p < 0.0001) and disease duration (r = 0.364, p < 0.01). In C22 model, increased p62 expression was observed not only in pathologic Schwann cells but also in plasma. Our findings indicate that plasma p62 measurement could be a valuable tool for evaluating CMT1A severity and Schwann cell pathology.
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Affiliation(s)
- Byeol-A Yoon
- Peripheral Neuropathy Research Center (PNRC), Department of Translational Biomedical Sciences, Graduate School of Dong-A University, Busan, 49201, Republic of Korea
- Department of Neurology, Dong-A University College of Medicine, Busan, 49201, Republic of Korea
| | - Young Hee Kim
- Peripheral Neuropathy Research Center (PNRC), Department of Translational Biomedical Sciences, Graduate School of Dong-A University, Busan, 49201, Republic of Korea
- Department of Molecular Neuroscience and Translational Biomedical Sciences, Dong-A University College of Medicine, Busan, 49201, Republic of Korea
| | - Soo Hyun Nam
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, 06351, Republic of Korea
| | - Hye-Jin Lee
- Peripheral Neuropathy Research Center (PNRC), Department of Translational Biomedical Sciences, Graduate School of Dong-A University, Busan, 49201, Republic of Korea
- Department of Molecular Neuroscience and Translational Biomedical Sciences, Dong-A University College of Medicine, Busan, 49201, Republic of Korea
| | - Seong-Il Oh
- Department of Neurology, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, 02447, Republic of Korea
| | - Namhee Kim
- Department of Laboratory Medicine, Dong-A University College of Medicine, Busan, 49201, Republic of Korea
| | - Kyeong-Hee Kim
- Department of Laboratory Medicine, Dong-A University College of Medicine, Busan, 49201, Republic of Korea
| | - Young Rae Jo
- Department of Molecular Neuroscience and Translational Biomedical Sciences, Dong-A University College of Medicine, Busan, 49201, Republic of Korea
| | - Jong Kuk Kim
- Peripheral Neuropathy Research Center (PNRC), Department of Translational Biomedical Sciences, Graduate School of Dong-A University, Busan, 49201, Republic of Korea
- Department of Neurology, Dong-A University College of Medicine, Busan, 49201, Republic of Korea
| | - Byung-Ok Choi
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, 06351, Republic of Korea.
- Department of Neurology, Samsung Medical Center, 81 Irwon-Ro, Gangnam-Gu, Seoul, 06351, Republic of Korea.
| | - Hwan Tae Park
- Peripheral Neuropathy Research Center (PNRC), Department of Translational Biomedical Sciences, Graduate School of Dong-A University, Busan, 49201, Republic of Korea.
- Department of Molecular Neuroscience and Translational Biomedical Sciences, Dong-A University College of Medicine, Busan, 49201, Republic of Korea.
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4
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O'Donnell LF, Pipis M, Thornton JS, Kanber B, Wastling S, McDowell A, Zafeiropoulos N, Laura M, Skorupinska M, Record CJ, Doherty CM, Herrmann DN, Zetterberg H, Heslegrave AJ, Laban R, Rossor AM, Morrow JM, Reilly MM. Quantitative MRI outcome measures in CMT1A using automated lower limb muscle segmentation. J Neurol Neurosurg Psychiatry 2024; 95:500-503. [PMID: 37979968 DOI: 10.1136/jnnp-2023-332454] [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: 08/18/2023] [Accepted: 10/25/2023] [Indexed: 11/20/2023]
Abstract
BACKGROUND Lower limb muscle magnetic resonance imaging (MRI) obtained fat fraction (FF) can detect disease progression in patients with Charcot-Marie-Tooth disease 1A (CMT1A). However, analysis is time-consuming and requires manual segmentation of lower limb muscles. We aimed to assess the responsiveness, efficiency and accuracy of acquiring FF MRI using an artificial intelligence-enabled automated segmentation technique. METHODS We recruited 20 CMT1A patients and 7 controls for assessment at baseline and 12 months. The three-point-Dixon fat water separation technique was used to determine thigh-level and calf-level muscle FF at a single slice using regions of interest defined using Musclesense, a trained artificial neural network for lower limb muscle image segmentation. A quality control (QC) check and correction of the automated segmentations was undertaken by a trained observer. RESULTS The QC check took on average 30 seconds per slice to complete. Using QC checked segmentations, the mean calf-level FF increased significantly in CMT1A patients from baseline over an average follow-up of 12.5 months (1.15%±1.77%, paired t-test p=0.016). Standardised response mean (SRM) in patients was 0.65. Without QC checks, the mean FF change between baseline and follow-up, at 1.15%±1.68% (paired t-test p=0.01), was almost identical to that seen in the corrected data, with a similar overall SRM at 0.69. CONCLUSIONS Using automated image segmentation for the first time in a longitudinal study in CMT, we have demonstrated that calf FF has similar responsiveness to previously published data, is efficient with minimal time needed for QC checks and is accurate with minimal corrections needed.
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Affiliation(s)
- Luke F O'Donnell
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Menelaos Pipis
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - John S Thornton
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Baris Kanber
- UCL Centre for Medical Image Computing, London, UK
| | - Stephen Wastling
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Amy McDowell
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Nick Zafeiropoulos
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Matilde Laura
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Mariola Skorupinska
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Christopher J Record
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Carolynne M Doherty
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - David N Herrmann
- Department of Neurology, University of Rochester, Rochester, New York, USA
| | - Henrik Zetterberg
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
| | - Amanda J Heslegrave
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
| | | | - Alexander M Rossor
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Jasper M Morrow
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Mary M Reilly
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
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5
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Doherty CM, Morrow JM, Zuccarino R, Howard P, Wastling S, Pipis M, Zafeiropoulos N, Stephens KJ, Grider T, Feely SME, Nopoulous P, Skorupinska M, Milev E, Nicolaisen E, Dudzeic M, McDowell A, Dilek N, Muntoni F, Rossor AM, Shah S, Laura M, Yousry TA, Thedens D, Thornton J, Shy ME, Reilly MM. Lower limb muscle MRI fat fraction is a responsive outcome measure in CMT X1, 1B and 2A. Ann Clin Transl Neurol 2024; 11:607-617. [PMID: 38173284 DOI: 10.1002/acn3.51979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 11/23/2023] [Accepted: 11/30/2023] [Indexed: 01/05/2024] Open
Abstract
OBJECTIVE With potential therapies for many forms of Charcot-Marie-Tooth disease (CMT), responsive outcome measures are urgently needed for clinical trials. Quantitative lower limb MRI demonstrated progressive calf intramuscular fat accumulation in the commonest form, CMT1A with large responsiveness. In this study, we evaluated the responsiveness and validity in the three other common forms, due to variants in GJB1 (CMTX1), MPZ (CMT1B) and MFN2 (CMT2A). METHODS 22 CMTX1, 21 CMT1B and 21 CMT2A patients and matched controls were assessed at a 1-year interval. Intramuscular fat fraction (FF) was evaluated using three-point Dixon MRI at thigh and calf level along with clinical measures including CMT examination score, clinical strength assessment, CMT-HI and plasma neurofilament light chain. RESULTS All patient groups had elevated muscle fat fraction at thigh and calf levels, with highest thigh FF and atrophy in CMT2A. There was moderate correlation between calf muscle FF and clinical measures (CMTESv2 rho = 0.405; p = 0.001, ankle MRC strength rho = -0.481; p < 0.001). Significant annualised progression in calf muscle FF was seen in all patient groups (CMTX1 2.0 ± 2.0%, p < 0.001, CMT1B 1.6 ± 2.1% p = 0.004 and CMT2A 1.6 ± 2.1% p = 0.002). Greatest increase was seen in patients with 10-70% FF at baseline (calf 2.7 ± 2.3%, p < 0.0001 and thigh 1.7 ± 2.1%, p = 0.01). INTERPRETATION Our results confirm that calf muscle FF is highly responsive over 12 months in three additional common forms of CMT which together with CMT1A account for 90% of genetically confirmed cases. Calf muscle MRI FF should be a valuable outcome measure in upcoming CMT clinical trials.
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Affiliation(s)
- Carolynne M Doherty
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Jasper M Morrow
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Riccardo Zuccarino
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
- Fondazione Serena Onlus, Centro Clinico NeMO Trento, Pergine Valsugana, Italy
| | - Paige Howard
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Stephen Wastling
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Menelaos Pipis
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Nick Zafeiropoulos
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Katherine J Stephens
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Tiffany Grider
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Shawna M E Feely
- Seattle Children's Hospital, University of Washington School of Medicine, Seattle, Washington, USA
| | - Peggy Nopoulous
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Mariola Skorupinska
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | | | - Emma Nicolaisen
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Magdalena Dudzeic
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Amy McDowell
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Nuran Dilek
- University of Rochester School of Medicine and Dentistry, Rochester, New York, USA
| | | | - Alexander M Rossor
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Sachit Shah
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Matilde Laura
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Tarek A Yousry
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Daniel Thedens
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - John Thornton
- Lysholm Department of Radiology, National Hospital for Neurology and Neurosurgery, London, UK
| | - Michael E Shy
- Roy and Lucille Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Mary M Reilly
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
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6
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Sun X, Liu X, Zhao Q, Zhang L, Yuan H. Quantified fat fraction as biomarker assessing disease severity in rare Charcot-Marie-Tooth subtypes. Front Neurol 2024; 14:1334976. [PMID: 38348112 PMCID: PMC10859536 DOI: 10.3389/fneur.2023.1334976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 12/21/2023] [Indexed: 02/15/2024] Open
Abstract
Objective Charcot-Marie-Tooth (CMT) disease is the most common inherited neuromuscular disorder. Multi-echo Dixon MRI technique is a highly sensitive method for quantifying muscle fatty infiltration, which may provide excellent value for the assessment of CMT. Due to the rareness of the disease, its use in CMT disease has been rarely evaluated, especially in subtypes. Methods Thirty-four CMT1 patients, 25 CMT2 patients, and 10 healthy controls were recruited. All of the recruited CMT1 patients are CMT1A with PMP22 duplication. Among CMT2 patients, 7 patients are CMT2A with MFN2 mutation, and 7 patients have SORD mutations. Multi-echo Dixon MRI imaging was performed. The fat fractions (FFs) of 5 muscle compartments of the leg were measured at proximal, middle, and distal levels by two specialized musculoskeletal radiologists. Comparisons between CMT1, CMT2, and genetically defined subtypes were conducted. Results A proximal-distal gradient (27.6 ± 15.9, 29.9 ± 19.7, and 40.5 ± 21.4, p = 0.015) with a peroneal predominance (p = 0.001) in fat distribution was observed in CMT1. Significant differences in the soleus muscle FFs at proximal (19.1 ± 14.7 vs. 34.8 ± 25.1, p = 0.034) and medial levels (23.5 ± 21 vs. 38.0 ± 25.6, p = 0.044) were observed between CMT1 and CMT2 patients. Between PMP2 duplication and MFN2 mutation group, a significant difference in the soleus muscle FF was also observed (23.5 ± 21.0 vs. 54.7 ± 20.2, p = 0.039). Prominent correlations of calf muscle FFs with functional scores were observed. Discussion Multi-echo Dixon MRI imaging is a valuable tool for assessing disease severity in CMT. The difference in patterns of fatty infiltration of CMT subtypes is first reported, which could provide references when making targeted training plans.
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Affiliation(s)
- Xingwen Sun
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Xiaoxuan Liu
- Department of Neurology, Peking University Third Hospital, Beijing, China
| | - Qiang Zhao
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Lihua Zhang
- Department of Radiology, Peking University Third Hospital, Beijing, China
| | - Huishu Yuan
- Department of Radiology, Peking University Third Hospital, Beijing, China
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Record CJ, Skorupinska M, Laura M, Rossor AM, Pareyson D, Pisciotta C, Feely SME, Lloyd TE, Horvath R, Sadjadi R, Herrmann DN, Li J, Walk D, Yum SW, Lewis RA, Day J, Burns J, Finkel RS, Saporta MA, Ramchandren S, Weiss MD, Acsadi G, Fridman V, Muntoni F, Poh R, Polke JM, Zuchner S, Shy ME, Scherer SS, Reilly MM. Genetic analysis and natural history of Charcot-Marie-Tooth disease CMTX1 due to GJB1 variants. Brain 2023; 146:4336-4349. [PMID: 37284795 PMCID: PMC10545504 DOI: 10.1093/brain/awad187] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 05/05/2023] [Accepted: 05/20/2023] [Indexed: 06/08/2023] Open
Abstract
Charcot-Marie-Tooth disease (CMT) due to GJB1 variants (CMTX1) is the second most common form of CMT. It is an X-linked disorder characterized by progressive sensory and motor neuropathy with males affected more severely than females. Many reported GJB1 variants remain classified as variants of uncertain significance (VUS). In this large, international, multicentre study we prospectively collected demographic, clinical and genetic data on patients with CMT associated with GJB1 variants. Pathogenicity for each variant was defined using adapted American College of Medical Genetics criteria. Baseline and longitudinal analyses were conducted to study genotype-phenotype correlations, to calculate longitudinal change using the CMT Examination Score (CMTES), to compare males versus females, and pathogenic/likely pathogenic (P/LP) variants versus VUS. We present 387 patients from 295 families harbouring 154 variants in GJB1. Of these, 319 patients (82.4%) were deemed to have P/LP variants, 65 had VUS (16.8%) and three benign variants (0.8%; excluded from analysis); an increased proportion of patients with P/LP variants compared with using ClinVar's classification (74.6%). Male patients (166/319, 52.0%, P/LP only) were more severely affected at baseline. Baseline measures in patients with P/LP variants and VUS showed no significant differences, and regression analysis suggested the disease groups were near identical at baseline. Genotype-phenotype analysis suggested c.-17G>A produces the most severe phenotype of the five most common variants, and missense variants in the intracellular domain are less severe than other domains. Progression of disease was seen with increasing CMTES over time up to 8 years follow-up. Standard response mean (SRM), a measure of outcome responsiveness, peaked at 3 years with moderate responsiveness [change in CMTES (ΔCMTES) = 1.3 ± 2.6, P = 0.00016, SRM = 0.50]. Males and females progressed similarly up to 8 years, but baseline regression analysis suggested that over a longer period, females progress more slowly. Progression was most pronounced for mild phenotypes (CMTES = 0-7; 3-year ΔCMTES = 2.3 ± 2.5, P = 0.001, SRM = 0.90). Enhanced variant interpretation has yielded an increased proportion of GJB1 variants classified as P/LP and will aid future variant interpretation in this gene. Baseline and longitudinal analysis of this large cohort of CMTX1 patients describes the natural history of the disease including the rate of progression; CMTES showed moderate responsiveness for the whole group at 3 years and higher responsiveness for the mild group at 3, 4 and 5 years. These results have implications for patient selection for upcoming clinical trials.
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Affiliation(s)
- Christopher J Record
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Mariola Skorupinska
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Matilde Laura
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Alexander M Rossor
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
| | - Davide Pareyson
- Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, 20133 Milan, Italy
| | - Chiara Pisciotta
- Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, 20133 Milan, Italy
| | - Shawna M E Feely
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Thomas E Lloyd
- Departments of Neurology and Neuroscience, John Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Rita Horvath
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0PY, UK
| | - Reza Sadjadi
- Department of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - David N Herrmann
- Department of Neurology, University of Rochester, Rochester, NY 14618, USA
| | - Jun Li
- Department of Neurology, Houston Methodist Hospital, Houston, TX 77030, USA
| | - David Walk
- Department of Neurology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Sabrina W Yum
- Department of Neurology, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Neurology, Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA
| | - Richard A Lewis
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - John Day
- Department of Neurology, Stanford University, Stanford, CA 94304, USA
| | - Joshua Burns
- University of Sydney School of Health Sciences, Faculty of Medicine and Health; Paediatric Gait Analysis Service of New South Wales, Sydney Children’s Hospitals Network, Sydney, 2145Australia
| | - Richard S Finkel
- Department of Neurology, Nemours Children’s Hospital, Orlando, FL 32827, USA
| | - Mario A Saporta
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Sindhu Ramchandren
- Department of Neurology, Wayne State University, Detroit, MI 48201, USA
- The Janssen Pharmaceutical Companies of Johnson & Johnson, Titusville, NJ 08560, USA
| | - Michael D Weiss
- Department of Neurology, University of Washington, Seattle, WA, 98195USA
| | - Gyula Acsadi
- Connecticut Children’s Medical Center, Hartford, CT 06106, USA
| | - Vera Fridman
- Department of Neurology, University of Colorado Denver School of Medicine, Aurora, CO 80045, USA
| | - Francesco Muntoni
- The Dubowitz Neuromuscular Centre, NIHR Great Ormond Street Hospital Biomedical Research Centre, Great Ormond Street Institute of Child Health University College London, and Great Ormond Street Hospital Trust, London, WC1N 1EH, UK
| | - Roy Poh
- Neurogenetics Laboratory, National Hospital for Neurology and Neurosurgery, London, WC1N 3BG, UK
| | - James M Polke
- Neurogenetics Laboratory, National Hospital for Neurology and Neurosurgery, London, WC1N 3BG, UK
| | - Stephan Zuchner
- Dr. John T. Macdonald Foundation Department of Human Genetics and John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Michael E Shy
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Steven S Scherer
- Department of Neurology, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Mary M Reilly
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, WC1N 3BG, UK
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8
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Durelle C, Delmont E, Michel C, Trabelsi A, Hostin MA, Ogier A, Bendahan D, Attarian S. Quantification of muscle involvement in familial amyloid polyneuropathy using MRI. Eur J Neurol 2023; 30:3286-3295. [PMID: 37422895 DOI: 10.1111/ene.15970] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 06/09/2023] [Accepted: 07/04/2023] [Indexed: 07/11/2023]
Abstract
BACKGROUND AND PURPOSE Transthyretin familial amyloid polyneuropathy (TTR-FAP) is a rare genetic disease with autosomal-dominant inheritance. In this study, we aimed to quantify fatty infiltration (fat fraction [FF]) and magnetization transfer ratio (MTR) in individual muscles of patients with symptomatic and asymptomatic TTR-FAP using magnetic resonance imaging. Secondarily, we aimed to assess correlations with clinical and electrophysiological variables. METHODS A total of 39 patients with a confirmed mutation in the TTR gene (25 symptomatic and 14 asymptomatic) and 14 healthy volunteers were included. A total of 16 muscles were manually delineated in the nondominant lower limb from T1-weighted anatomical images. The corresponding masks were propagated on the MTR and FF maps. Detailed neurological and electrophysiological examinations were conducted in each group. RESULTS The MTR was decreased (42.6 AU; p = 0.001) and FF was elevated (14%; p = 0.003) in the lower limbs of the symptomatic group, with preferential posterior and lateral involvement. In the asymptomatic group, elevated FF was quantified in the gastrocnemius lateralis muscle (11%; p = 0.021). FF was significantly correlated with disease duration (r = 0.49, p = 0.015), neuropathy impairment score for the lower limb (r = 0.42, p = 0.041), Overall Neuropathy Limitations Scale score (r = 0.49, p = 0.013), polyneuropathy disability score (r = 0.57, p = 0.03) and the sum of compound muscle action potential (r = 0.52, p = 0.009). MTR was strongly correlated to FF (r = 0.78, p < 0.0001), and a few muscles with an FF within the normal range had a reduced MTR. CONCLUSION These observations suggest that FF and MTR could be interesting biomarkers in TTR-FAP. In asymptomatic patients, FF in the gastrocnemius lateralis muscle could be a good indicator of the transition from an asymptomatic to a symptomatic form of the disease. MTR could be an early biomarker of muscle alterations.
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Affiliation(s)
- Clémence Durelle
- Centre de référence des maladies neuromusculaires et de la SLA, hôpitaux universitaires de Marseille, Marseille, France
| | - Emilien Delmont
- Centre de référence des maladies neuromusculaires et de la SLA, hôpitaux universitaires de Marseille, Marseille, France
| | - Constance Michel
- Centre de résonance magnétique biologique et médicale (Crmbm), Marseille, France
| | - Amira Trabelsi
- Aix-Marseille Univ, CNRS, Centrale Marseille, Institute Fresnel, Marseille, France
| | - Marc-Adrien Hostin
- Centre de résonance magnétique biologique et médicale (Crmbm), Marseille, France
| | - Augustin Ogier
- Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, Switzerland
| | - David Bendahan
- Centre de résonance magnétique biologique et médicale (Crmbm), Marseille, France
| | - Shahram Attarian
- Centre de référence des maladies neuromusculaires et de la SLA, hôpitaux universitaires de Marseille, Marseille, France
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9
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Stavrou M, Kleopa KA. CMT1A current gene therapy approaches and promising biomarkers. Neural Regen Res 2023; 18:1434-1440. [PMID: 36571339 PMCID: PMC10075121 DOI: 10.4103/1673-5374.361538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Charcot-Marie-Tooth neuropathies (CMT) constitute a group of common but highly heterogeneous, non-syndromic genetic disorders affecting predominantly the peripheral nervous system. CMT type 1A (CMT1A) is the most frequent type and accounts for almost ~50% of all diagnosed CMT cases. CMT1A results from the duplication of the peripheral myelin protein 22 (PMP22) gene. Overexpression of PMP22 protein overloads the protein folding apparatus in Schwann cells and activates the unfolded protein response. This leads to Schwann cell apoptosis, dys- and de- myelination and secondary axonal degeneration, ultimately causing neurological disabilities. During the last decades, several different gene therapies have been developed to treat CMT1A. Almost all of them remain at the pre-clinical stage using CMT1A animal models overexpressing PMP22. The therapeutic goal is to achieve gene silencing, directly or indirectly, thereby reversing the CMT1A genetic mechanism allowing the recovery of myelination and prevention of axonal loss. As promising treatments are rapidly emerging, treatment-responsive and clinically relevant biomarkers are becoming necessary. These biomarkers and sensitive clinical evaluation tools will facilitate the design and successful completion of future clinical trials for CMT1A.
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Affiliation(s)
- Marina Stavrou
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Kleopas A Kleopa
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics; Center for Neuromuscular Disorders, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
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10
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Hustinx M, Shorrocks AM, Servais L. Novel Therapeutic Approaches in Inherited Neuropathies: A Systematic Review. Pharmaceutics 2023; 15:1626. [PMID: 37376074 DOI: 10.3390/pharmaceutics15061626] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/17/2023] [Accepted: 05/27/2023] [Indexed: 06/29/2023] Open
Abstract
The management of inherited neuropathies relies mostly on the treatment of symptoms. In recent years, a better understanding of the pathogenic mechanisms that underlie neuropathies has allowed for the development of disease-modifying therapies. Here, we systematically review the therapies that have emerged in this field over the last five years. An updated list of diseases with peripheral neuropathy as a clinical feature was created based on panels of genes used clinically to diagnose inherited neuropathy. This list was extended by an analysis of published data by the authors and verified by two experts. A comprehensive search for studies of human patients suffering from one of the diseases in our list yielded 28 studies that assessed neuropathy as a primary or secondary outcome. Although the use of various scales and scoring systems made comparisons difficult, this analysis identified diseases associated with neuropathy for which approved therapies exist. An important finding is that the symptoms and/or biomarkers of neuropathies were assessed only in a minority of cases. Therefore, further investigation of treatment efficacy on neuropathies in future trials must employ objective, consistent methods such as wearable technologies, motor unit indexes, MRI or sonography imaging, or the use of blood biomarkers associated with consistent nerve conduction studies.
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Affiliation(s)
- Manon Hustinx
- Department of Paediatrics, MDUK Oxford Neuromuscular Centre and, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford OX1 3DW, UK
- Centre de Référence des Maladies Neuromusculaires, Department of Neurology, University Hospital Liège, and University of Liège, 4000 Liège, Belgium
| | - Ann-Marie Shorrocks
- Department of Paediatrics, MDUK Oxford Neuromuscular Centre and, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford OX1 3DW, UK
| | - Laurent Servais
- Department of Paediatrics, MDUK Oxford Neuromuscular Centre and, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford OX1 3DW, UK
- Centre de Référence des Maladies Neuromusculaires, Department of Paediatrics, University Hospital Liège, and University of Liège, 4000 Liège, Belgium
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11
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Reilly MM, Herrmann DN, Pareyson D, Scherer SS, Finkel RS, Züchner S, Burns J, Shy ME. Trials for Slowly Progressive Neurogenetic Diseases Need Surrogate Endpoints. Ann Neurol 2023; 93:906-910. [PMID: 36891823 PMCID: PMC10192108 DOI: 10.1002/ana.26633] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 02/24/2023] [Accepted: 03/02/2023] [Indexed: 03/10/2023]
Abstract
Heritable neurological disorders provide insights into disease mechanisms that permit development of novel therapeutic approaches including antisense oligonucleotides, RNA interference, and gene replacement. Many neurogenetic diseases are rare and slowly progressive making it challenging to measure disease progression within short time frames. We share our experience developing clinical outcome assessments and disease biomarkers in the inherited peripheral neuropathies. We posit that carefully developed biomarkers from imaging, plasma, or skin can predict meaningful progression in functional and patient reported outcome assessments such that clinical trials of less than 2 years will be feasible for these rare and ultra-rare disorders. ANN NEUROL 2023;93:906-910.
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Affiliation(s)
- Mary M Reilly
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | | | - Davide Pareyson
- Unit of Rare Neurodegenerative and Neurometabolic Diseases, Department of Clinical Neurosciences, Fondazione IRRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Steven S Scherer
- Department of Neurology, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Richard S Finkel
- Center for Experimental Neurotherapeutics, St. Jude Children's Research Hospital, Memphis, TN
| | - Stephan Züchner
- Dr. John T. Macdonald Foundation Department of Human Genetics and John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL
| | - Joshua Burns
- Sydney School of Health Sciences, University of Sydney, Sydney, Australia
| | - Michael E Shy
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa, IA
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12
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Kim YH, Yoon BA, Jo YR, Nam SH, Kim NH, Kim KH, Kim JK, Choi BO, Park HT. Neural cell adhesion molecule 1 is a cellular target engaged plasma biomarker in demyelinating Charcot-Marie-Tooth disease. Eur J Neurol 2023; 30:1745-1754. [PMID: 36856547 DOI: 10.1111/ene.15763] [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: 09/08/2022] [Revised: 02/03/2023] [Accepted: 02/22/2023] [Indexed: 03/02/2023]
Abstract
BACKGROUND AND PURPOSE Elevated plasma concentrations of neural cell adhesion molecule 1 (NCAM1) and p75 neurotrophin receptor (p75) in patients with peripheral neuropathy have been reported. This study aimed to determine the specificity of plasma concentration elevation of either NCAM1 or p75 in a subtype of Charcot-Marie-Tooth disease (CMT) and its correlation with pathologic nerve status and disease severity. METHODS Blood samples were collected from 138 patients with inherited peripheral neuropathy and 51 healthy controls. Disease severity was measured using Charcot-Marie-Tooth Neuropathy Score version 2 (CMTNSv2), and plasma concentrations of NCAM1 and p75 were analyzed by enzyme-linked immunosorbent assay. Eight sural nerves from CMT patients were examined to determine the relation of histopathology and plasma NCAM1 levels. RESULTS Plasma concentration of NCAM1, but not p75, was specifically increased in demyelinating subtypes of CMT (median = 7100 pg/mL, p < 0.001), including CMT1A, but not in axonal subtype (5964 pg/mL, p > 0.05), compared to the control (3859 pg/mL). CMT1A patients with mild or moderate severity (CMTNSv2 < 20) showed higher levels of plasma NCAM1 than healthy controls. Immunofluorescent NCAM1 staining for the sural nerves of CMT patients showed that NCAM1-positive onion bulb cells and possible demyelinating Schwann cells might be associated with the specific increase of plasma NCAM1 in demyelinating CMT. CONCLUSIONS The plasma NCAM1 levels in demyelinating CMT might be a surrogate biomarker reflecting pathological Schwann cell status and disease progression.
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Affiliation(s)
- Young Hee Kim
- Peripheral Neuropathy Research Center, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Byeol-A Yoon
- Peripheral Neuropathy Research Center, Dong-A University College of Medicine, Busan, Republic of Korea.,Department of Neurology, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Young Rae Jo
- Peripheral Neuropathy Research Center, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Soo Hyun Nam
- Stem Cell and Regenerative Medicine Institute, Samsung Medical Center, Seoul, Republic of Korea
| | - Nam Hee Kim
- Department of Laboratory Medicine, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Kyoung Hee Kim
- Department of Laboratory Medicine, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Jong Kuk Kim
- Peripheral Neuropathy Research Center, Dong-A University College of Medicine, Busan, Republic of Korea.,Department of Neurology, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Byung-Ok Choi
- Stem Cell and Regenerative Medicine Institute, Samsung Medical Center, Seoul, Republic of Korea.,Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.,Department of Health Sciences and Technology, The Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Republic of Korea
| | - Hwan Tae Park
- Peripheral Neuropathy Research Center, Dong-A University College of Medicine, Busan, Republic of Korea.,Department of Molecular Neuroscience, Dong-A University College of Medicine, Busan, Republic of Korea
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13
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Fridman V, Sillau S, Bockhorst J, Smith K, Moroni I, Pagliano E, Pisciotta C, Piscosquito G, Laurá M, Muntoni F, Bacon C, Feely S, Grider T, Gutmann L, Shy R, Wilcox J, Herrmann DN, Li J, Ramchandren S, Sumner CJ, Lloyd TE, Day J, Siskind CE, Yum SW, Sadjadi R, Finkel RS, Scherer SS, Pareyson D, Reilly MM, Shy ME. Disease Progression in Charcot-Marie-Tooth Disease Related to MPZ Mutations: A Longitudinal Study. Ann Neurol 2023; 93:563-576. [PMID: 36203352 PMCID: PMC9977145 DOI: 10.1002/ana.26518] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 08/29/2022] [Accepted: 09/23/2022] [Indexed: 11/11/2022]
Abstract
OBJECTIVE The paucity of longitudinal natural history studies in MPZ neuropathy remains a barrier to clinical trials. We have completed a longitudinal natural history study in patients with MPZ neuropathies across 13 sites of the Inherited Neuropathies Consortium. METHODS Change in Charcot-Marie-Tooth Examination Score (CMTES) and Rasch modified CMTES (CMTES-R) were evaluated using longitudinal regression over a 5-year period in subjects with MPZ neuropathy. Data from 139 patients with MPZ neuropathy were examined. RESULTS The average baseline CMTES and CMTES-R were 10.84 (standard deviation [SD] = 6.0, range = 0-28) and 14.60 (SD = 7.56, range = 0-32), respectively. A mixed regression model showed significant change in CMTES at years 2-5 (mean change from baseline of 0.87 points at 2 years, p = 0.008). Subgroup analysis revealed greater change in CMTES at 2 years in subjects with axonal as compared to demyelinating neuropathy (mean change of 1.30 points [p = 0.016] vs 0.06 points [p = 0.889]). Patients with a moderate baseline neuropathy severity also showed more notable change, by estimate, than those with mild or severe neuropathy (mean 2-year change of 1.14 for baseline CMTES 8-14 [p = 0.025] vs -0.03 for baseline CMTES 0-7 [p = 0.958] and 0.25 for baseline CMTES ≥ 15 [p = 0.6897]). The progression in patients harboring specific MPZ mutations was highly variable. INTERPRETATION CMTES is sensitive to change over time in adult patients with axonal but not demyelinating forms of MPZ neuropathy. Change in CMTES was greatest in patients with moderate baseline disease severity. These findings will inform future clinical trials of MPZ neuropathies. ANN NEUROL 2023;93:563-576.
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Affiliation(s)
- Vera Fridman
- Department of Neurology, University of Colorado Denver, Aurora, Colorado, USA
| | - Stefan Sillau
- Department of Neurology, University of Colorado Denver, Aurora, Colorado, USA
| | - Jacob Bockhorst
- Department of Neurology, University of Colorado Denver, Aurora, Colorado, USA
| | - Kaitlin Smith
- Department of Neurology, University of Colorado Denver, Aurora, Colorado, USA
| | - Isabella Moroni
- Department of Child Neurology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Emanuela Pagliano
- Department of Child Neurology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Chiara Pisciotta
- Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Guiseppe Piscosquito
- Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
- Istituti Clinici Scientifici Maugeri, Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy
| | - Matilde Laurá
- Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Francesco Muntoni
- Dubowitz Neuromuscular Centre, UCL Institute of Child Health & Great Ormond Street Hospital, London, UK
| | - Chelsea Bacon
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
| | - Shawna Feely
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
- Department of Neurology, Wayne State University, Detroit, Michigan, USA
| | - Tiffany Grider
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
| | - Laurie Gutmann
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
| | - Rosemary Shy
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
- Department of Neurology, Wayne State University, Detroit, Michigan, USA
| | - Janel Wilcox
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
| | - David N. Herrmann
- Department of Neurology, University of Rochester, Rochester, New York, USA
| | - Jun Li
- Department of Neurology, Wayne State University, Detroit, Michigan, USA
- Department of Neurology, Vanderbilt University, Nashville, Tennessee, USA
| | - Sindhu Ramchandren
- Department of Neurology, Wayne State University, Detroit, Michigan, USA
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
- PRA Health Sciences, Raleigh, North Carolina, USA
| | - Charlotte J. Sumner
- Departments of Neurology and Neuroscience, John Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Thomas E. Lloyd
- Departments of Neurology and Neuroscience, John Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - John Day
- Department of Neurology, Stanford University, Stanford, California, USA
| | - Carly E. Siskind
- Department of Neurology, Stanford University, Stanford, California, USA
| | - Sabrina W. Yum
- Department of Neurology, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Neurology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Reza Sadjadi
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Richard S. Finkel
- Department of Neurology, Nemours Children’s Hospital, Orlando, Florida, USA
| | - Steven S. Scherer
- Department of Neurology, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Davide Pareyson
- Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Mary M Reilly
- Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Michael E. Shy
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, Iowa, USA
- Department of Neurology, Wayne State University, Detroit, Michigan, USA
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14
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Pisciotta C, Shy ME. Hereditary neuropathy. HANDBOOK OF CLINICAL NEUROLOGY 2023; 195:609-617. [PMID: 37562889 DOI: 10.1016/b978-0-323-98818-6.00009-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/12/2023]
Abstract
The hereditary neuropathies, collectively referred as Charcot-Marie-Tooth disease (CMT) and related disorders, are heterogeneous genetic peripheral nerve disorders that collectively comprise the commonest inherited neurological disease with an estimated prevalence of 1:2500 individuals. The field of hereditary neuropathies has made significant progress in recent years with respect to both gene discovery and treatment as a result of next-generation sequencing (NGS) approach. These investigations which have identified over 100 causative genes and new mutations have made the classification of CMT even more challenging. Despite so many different mutated genes, the majority of CMT forms share a similar clinical phenotype, and due to this phenotypic homogeneity, genetic testing in CMT is increasingly being performed through the use of NGS panels. The majority of patients still have a mutation in one the four most common genes (PMP22 duplication-CMT1A, MPZ-CMT1B, GJB1-CMTX1, and MFN2-CMT2A). This chapter focuses primarily on these four forms and their potential therapeutic approaches.
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Affiliation(s)
- Chiara Pisciotta
- Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy.
| | - Michael E Shy
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA, United States
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15
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Kim YJ, Kim HS, Lee JH, Yoon YC, Choi BO. Magnetic resonance imaging-based lower limb muscle evaluation in Charcot-Marie-Tooth disease type 1A patients and its correlation with clinical data. Sci Rep 2022; 12:16622. [PMID: 36198750 PMCID: PMC9534835 DOI: 10.1038/s41598-022-21112-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 09/22/2022] [Indexed: 11/25/2022] Open
Abstract
We aimed to derive comprehensive MRI parameters that reflect intramuscular fat infiltration severity for designated lower extremity levels, based on semiquantitative analyses in Charcot-Marie-Tooth disease type 1A (CMT1A) patients. We reviewed lower extremity MRIs of 116 CMT1A patients. Intramuscular fat infiltration grading using the Mercuri scale was performed for the non-dominant lower extremity at three levels (proximal, mid, and distal) for the thigh and at two levels (proximal and distal) for the lower leg. Based on MRI results, the following parameters were calculated for each level and for entire muscles: fat infiltration proportion (FIP), significant fat infiltration proportion (SigFIP), and severe fat infiltration proportion (SevFIP). The relationships between the MRI parameters and clinical data were evaluated using Spearman’s correlation analysis. FIP, SigFIP, and SevFIP measured for entire muscles significantly correlated with Charcot-Marie-Tooth Neuropathy Score (p < 0.001), functional disability scale (p < 0.001), 10-m walk test time (p = 0.0003, 0.0010, and 0.0011), and disease duration (p < 0.001). Similar correlations were demonstrated for FIP, SigFIP, and SevFIP acquired from the lower leg. Our MRI parameters obtained through semiquantitative analyses of muscles significantly correlated with clinical parameters in CMT1A patients, suggesting their potential applicability as imaging markers for clinical severity.
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Affiliation(s)
- Yeo Jin Kim
- Department of Radiology, Veterans Health Service Medical Center, Seoul, 05368, South Korea
| | - Hyun Su Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea.
| | - Ji Hyun Lee
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Young Cheol Yoon
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Byung-Ok Choi
- Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
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16
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Al Ojaimi M, Salah A, El-Hattab AW. Mitochondrial Fission and Fusion: Molecular Mechanisms, Biological Functions, and Related Disorders. MEMBRANES 2022; 12:membranes12090893. [PMID: 36135912 PMCID: PMC9502208 DOI: 10.3390/membranes12090893] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/04/2022] [Accepted: 09/11/2022] [Indexed: 05/13/2023]
Abstract
Mitochondria are dynamic organelles that undergo fusion and fission. These active processes occur continuously and simultaneously and are mediated by nuclear-DNA-encoded proteins that act on mitochondrial membranes. The balance between fusion and fission determines the mitochondrial morphology and adapts it to the metabolic needs of the cells. Therefore, these two processes are crucial to optimize mitochondrial function and its bioenergetics abilities. Defects in mitochondrial proteins involved in fission and fusion due to pathogenic variants in the genes encoding them result in disruption of the equilibrium between fission and fusion, leading to a group of mitochondrial diseases termed disorders of mitochondrial dynamics. In this review, the molecular mechanisms and biological functions of mitochondrial fusion and fission are first discussed. Then, mitochondrial disorders caused by defects in fission and fusion are summarized, including disorders related to MFN2, MSTO1, OPA1, YME1L1, FBXL4, DNM1L, and MFF genes.
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Affiliation(s)
- Mode Al Ojaimi
- College of Medicine, University of Sharjah, Sharjah 27272, United Arab Emirates
- Pediatrics Department, University Hospital Sharjah, Sharjah 72772, United Arab Emirates
| | - Azza Salah
- Pediatrics Department, University Hospital Sharjah, Sharjah 72772, United Arab Emirates
| | - Ayman W. El-Hattab
- College of Medicine, University of Sharjah, Sharjah 27272, United Arab Emirates
- Pediatrics Department, University Hospital Sharjah, Sharjah 72772, United Arab Emirates
- Genetics and Metabolic Department, KidsHeart Medical Center, Abu Dhabi 505193, United Arab Emirates
- Correspondence: ; Tel.: +971-508875123
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Alpha-1 Antitrypsin Reduces Disease Progression in a Mouse Model of Charcot-Marie-Tooth Type 1A: A Role for Decreased Inflammation and ADAM-17 Inhibition. Int J Mol Sci 2022; 23:ijms23137405. [PMID: 35806409 PMCID: PMC9266995 DOI: 10.3390/ijms23137405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 06/29/2022] [Accepted: 06/30/2022] [Indexed: 11/30/2022] Open
Abstract
Charcot-Marie-Tooth disease type 1 (CMT1A) is a hereditary peripheral neuropathy for which there is no available therapy. Alpha-1 antitrypsin (AAT) is an abundant serine protease inhibitor with anti-inflammatory and immunomodulating properties. Here, we tested whether treatment with human AAT (hAAT) would have a therapeutic effect on CMT1A in a PMP22 transgenic mouse model. Our results show that hAAT significantly improved compound muscle action potential and histopathological features and decreased circulating IL-6 in CMT1A mice. We also investigated some of the possible underlying mechanisms in vitro. We confirmed that hAAT inhibits ADAM-17, a protease that has been implicated in blocking myelination. Furthermore, both hAAT and recombinant human AAT (rhAAT) were able to attenuate the activation of a macrophage/microglia cell line, markedly decreasing the activation of the MHC class II promoter and the expression of pro-inflammatory genes such as IL-1β and the endoplasmic reticulum (ER) stress marker ATF3. Taken together, our results demonstrate for the first time that hAAT is able to reduce the progression of CMT1A, possibly by dampening inflammation and by regulating ADAM-17. Given the already well-established safety profile of hAAT, specifically in AAT deficiency disease (AATD), we suggest that the findings of our study should be promptly investigated in CMT1A patients.
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18
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Eichinger K, Sowden JE, Burns J, McDermott MP, Krischer J, Thornton J, Pareyson D, Scherer SS, Shy ME, Reilly MM, Herrmann DN. Accelerate Clinical Trials in Charcot-Marie-Tooth Disease (ACT-CMT): A Protocol to Address Clinical Trial Readiness in CMT1A. Front Neurol 2022; 13:930435. [PMID: 35832173 PMCID: PMC9271780 DOI: 10.3389/fneur.2022.930435] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 05/27/2022] [Indexed: 12/30/2022] Open
Abstract
With therapeutic trials on the horizon for Charcot-Marie-Tooth type 1A (CMT1A), reliable, valid, and responsive clinical outcome assessments and biomarkers are essential. Accelerate Clinical Trials in CMT (ACT-CMT) is an international study designed to address important gaps in CMT1A clinical trial readiness including the lack of a validated, responsive functional outcome measure for adults, and a lack of validated biomarkers for multicenter application in clinical trials in CMT1A. The primary aims of ACT-CMT include validation of the Charcot-Marie-Tooth Functional Outcome Measure, magnetic resonance imaging of intramuscular fat accumulation as a lower limb motor biomarker, and in-vivo reflectance confocal microscopy of Meissner corpuscle sensory receptor density, a sensory biomarker. Initial studies have indicated that these measures are feasible, reliable and valid. A large prospective, multi-site study is necessary to fully validate and examine the responsiveness of these outcome measures in relation to existing outcomes for use in future clinical trials involving individuals with CMT1A. Two hundred 15 adults with CMT1A are being recruited to participate in this prospective, international, multi-center study. Serial assessments, up to 3 years, are performed and include the CMT-FOM, CMT Exam Score-Rasch, Overall Neuropathy Limitations Scale, CMT-Health Index, as well as nerve conduction studies, and magnetic resonance imaging and Meissner corpuscle biomarkers. Correlations using baseline data will be examined for validity. Longitudinal analyses will document the changes in function, intramuscular fat accumulation, Meissner corpuscle sensory receptor density. Lastly, we will use anchor-based and other statistical methods to determine the minimally clinically important change for these clinical outcome assessments and biomarkers in CMT1A. Reliable, and responsive clinical outcome assessments of function and disease progression biomarkers are urgently needed for application in early and late phase clinical trials in CMT1A. The ACT-CMT study protocol will address this need through the prospective, longitudinal, multicenter examination in unprecedented detail of novel and existing clinical outcome assessments and motor and sensory biomarkers, and enhance international clinical trial infrastructure, training and preparedness for future therapeutic trials in CMT and related neuropathies.
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Affiliation(s)
- Katy Eichinger
- Department of Neurology, University of Rochester, Rochester, NY, United States
| | - Janet E. Sowden
- Department of Neurology, University of Rochester, Rochester, NY, United States
| | - Joshua Burns
- Faculty of Medicine and Health and Children's Hospital at Westmead, The University of Sydney School of Health Sciences, Sydney, NSW, Australia
| | - Michael P. McDermott
- Department of Neurology, University of Rochester, Rochester, NY, United States
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
| | - Jeffrey Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, United States
| | - John Thornton
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Davide Pareyson
- Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Steven S. Scherer
- Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Michael E. Shy
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Mary M. Reilly
- Centre for Neuromuscular Diseases, Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, United Kingdom
| | - David N. Herrmann
- Department of Neurology, University of Rochester, Rochester, NY, United States
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19
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Stavrou M, Kagiava A, Choudury SG, Jennings MJ, Wallace LM, Fowler AM, Heslegrave A, Richter J, Tryfonos C, Christodoulou C, Zetterberg H, Horvath R, Harper SQ, Kleopa KA. A translatable RNAi-driven gene therapy silences PMP22/Pmp22 genes and improves neuropathy in CMT1A mice. J Clin Invest 2022; 132:159814. [PMID: 35579942 PMCID: PMC9246392 DOI: 10.1172/jci159814] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 05/12/2022] [Indexed: 11/17/2022] Open
Abstract
Charcot-Marie-Tooth disease type 1A (CMT1A), the most common inherited demyelinating peripheral neuropathy, is caused by PMP22 gene duplication. Overexpression of WT PMP22 in Schwann cells destabilizes the myelin sheath, leading to demyelination and ultimately to secondary axonal loss and disability. No treatments currently exist that modify the disease course. The most direct route to CMT1A therapy will involve reducing PMP22 to normal levels. To accomplish this, we developed a gene therapy strategy to reduce PMP22 using artificial miRNAs targeting human PMP22 and mouse Pmp22 mRNAs. Our lead therapeutic miRNA, miR871, was packaged into an adeno-associated virus 9 (AAV9) vector and delivered by lumbar intrathecal injection into C61-het mice, a model of CMT1A. AAV9-miR871 efficiently transduced Schwann cells in C61-het peripheral nerves and reduced human and mouse PMP22 mRNA and protein levels. Treatment at early and late stages of the disease significantly improved multiple functional outcome measures and nerve conduction velocities. Furthermore, myelin pathology in lumbar roots and femoral motor nerves was ameliorated. The treated mice also showed reductions in circulating biomarkers of CMT1A. Taken together, our data demonstrate that AAV9-miR871–driven silencing of PMP22 rescues a CMT1A model and provides proof of principle for treating CMT1A using a translatable gene therapy approach.
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Affiliation(s)
- Marina Stavrou
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Alexia Kagiava
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Sarah G Choudury
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, United States of America
| | - Matthew J Jennings
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Lindsay M Wallace
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, United States of America
| | - Allison M Fowler
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, United States of America
| | - Amanda Heslegrave
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, United Kingdom
| | - Jan Richter
- Department of Molecular Virology, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Christina Tryfonos
- Department of Molecular Virology, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Christina Christodoulou
- Department of Molecular Virology, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
| | - Henrik Zetterberg
- Institute of Laboratory Medicine, Göteborgs University, Göteborg, Sweden
| | - Rita Horvath
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Scott Q Harper
- Center for Gene Therapy, The Research Institute at Nationwide Children's Hospital, Columbus, United States of America
| | - Kleopas A Kleopa
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus
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20
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Johnson MA, Klickstein JA, Khanna R, Gou Y, Raman M. The Cure VCP Scientific Conference 2021: Molecular and clinical insights into neurodegeneration and myopathy linked to multisystem proteinopathy-1 (MSP-1). Neurobiol Dis 2022; 169:105722. [PMID: 35405261 PMCID: PMC9169230 DOI: 10.1016/j.nbd.2022.105722] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 03/08/2022] [Accepted: 04/05/2022] [Indexed: 12/17/2022] Open
Abstract
The 2021 VCP Scientific Conference took place virtually from September 9–10, 2021. This conference, planned and organized by the nonprofit patient advocacy group Cure VCP Disease, Inc. (https://www.curevcp.org), was the first VCP focused meeting since the 215th ENMC International Workshop VCP-related multi-system proteinopathy in 2016 (Evangelista et al., 2016). Mutations in VCP cause a complex and heterogenous disease termed inclusion body myopathy (IBM) with Paget’s disease of the bone (PDB) and frontotemporal dementia (FTD) (IBMPFD), or multisystem proteinopathy 1 (MSP-1) Kimonis (n.d.), Kovach et al. (2001), Kimonis et al. (2000). In addition, VCP mutations also cause other age-related neurodegenerative disorders including amyptrophic lateral sclerosis (ALS), Parkinsonism, Charcot-Marie type II-B, vacuolar tauopathy among others (Korb et al., 2022). The objectives of this conference were as follows: (1) to provide a forum that facilitates sharing of published and unpublished information on physiological roles of p97/VCP, and on how mutations of VCP lead to diseases; (2) to bolster understanding of mechanisms involved in p97/VCP-relevant diseases and to enable identification of therapeutics to treat these conditions; (3) to identify gaps and barriers of further discoveries and translational research in the p97/VCP field; (4) to set a concrete basic and translational research agenda for future studies including crucial discussions on biomarker discoveries and patient longitudinal studies to facilitate near-term clinical trials; (5) to accelerate cross-disciplinary research collaborations among p97/VCP researchers; (6) to enable attendees to learn about new tools and reagents with the potential to facilitate p97/VCP research; (7) to assist trainees in propelling their research and to foster mentorship from leaders in the field; and (8) to promote diversity and inclusion of under-represented minorities in p97/VCP research as diversity is critically important for strong scientific research. Given the range of topics, the VCP Scientific Conference brought together over one hundred and forty individuals representing a diverse group of research scientists, trainees, medical practitioners, industry representatives, and patient advocates. Twenty-five institutions with individuals from thirteen countries attended this virtual meeting. In this report, we summarize the major topics presented at this conference by a range of experts.
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Affiliation(s)
- Michelle A Johnson
- Department of Developmental Molecular and Chemical Biology, Tufts University School of Medicine, Boston, MA, United States of America
| | - Jacob A Klickstein
- Department of Developmental Molecular and Chemical Biology, Tufts University School of Medicine, Boston, MA, United States of America
| | - Richa Khanna
- Department of Developmental Molecular and Chemical Biology, Tufts University School of Medicine, Boston, MA, United States of America
| | - Yunzi Gou
- Department of Pathology and Laboratory Medicine, University of California, Irvine, CA, United States of America
| | - Malavika Raman
- Department of Developmental Molecular and Chemical Biology, Tufts University School of Medicine, Boston, MA, United States of America.
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21
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Rossor AM, Kapoor M, Wellington H, Spaulding E, Sleigh JN, Burgess RW, Laura M, Zetterberg H, Bacha A, Wu X, Heslegrave A, Shy ME, Reilly MM. A longitudinal and cross-sectional study of plasma neurofilament light chain concentration in Charcot-Marie-Tooth disease. J Peripher Nerv Syst 2022; 27:50-57. [PMID: 34851050 DOI: 10.1111/jns.12477] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 11/08/2021] [Accepted: 11/18/2021] [Indexed: 12/17/2022]
Abstract
Advances in genetic technology and small molecule drug development have paved the way for clinical trials in Charcot-Marie-Tooth disease (CMT); however, the current FDA-approved clinical trial outcome measures are insensitive to detect a meaningful clinical response. There is, therefore, a need to identify sensitive outcome measures or clinically relevant biomarkers. The aim of this study was to further evaluate plasma neurofilament light chain (NFL) as a disease biomarker in CMT. Plasma NFL was measured using SIMOA technology in both a cross-sectional study of a US cohort of CMT patients and longitudinally over 6 years in a UK CMT cohort. In addition, plasma NFL was measured longitudinally in two mouse models of CMT2D. Plasma concentrations of NFL were increased in a US cohort of patients with CMT1B, CMT1X and CMT2A but not CMT2E compared with controls. In a separate UK cohort, over a 6-year interval, there was no significant change in plasma NFL concentration in CMT1A or HSN1, but a small but significant reduction in patients with CMT1X. Plasma NFL was increased in wild type compared to GARSC201R mice. There was no significant difference in plasma NFL in GARSP278KY compared to wild type mice. In patients with CMT1A, the small difference in cross-sectional NFL concentration vs healthy controls and the lack of change over time suggests that plasma NFL may lack sufficient sensitivity to detect a clinically meaningful treatment response in adulthood.
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Affiliation(s)
| | - Mahima Kapoor
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Henny Wellington
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
| | - Emily Spaulding
- The Jackson Laboratory, Bar Harbor, Maine, USA
- Graduate School of Biomedical Science and Engineering, University of Maine, Orono, Maine, USA
| | - James N Sleigh
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
| | - Robert W Burgess
- The Jackson Laboratory, Bar Harbor, Maine, USA
- Graduate School of Biomedical Science and Engineering, University of Maine, Orono, Maine, USA
| | - Matilde Laura
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Henrik Zetterberg
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, The Sahlgrenska University Hospital, Mölndal, Sweden
| | - Alexa Bacha
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Xingyao Wu
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Amanda Heslegrave
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
| | - Michael E Shy
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Mary M Reilly
- Department of Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
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22
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Wieske L, Smyth D, Lunn MP, Eftimov F, Teunissen CE. Fluid Biomarkers for Monitoring Structural Changes in Polyneuropathies: Their Use in Clinical Practice and Trials. Neurotherapeutics 2021; 18:2351-2367. [PMID: 34661878 PMCID: PMC8522180 DOI: 10.1007/s13311-021-01136-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2021] [Indexed: 11/25/2022] Open
Abstract
Reliable and responsive tools for monitoring disease activity and treatment outcomes in patients with neuropathies are lacking. With the emergence of ultrasensitive blood bioassays, proteins released with nerve damage are potentially useful response biomarkers for many neurological disorders, including polyneuropathies. In this review, we provide an overview of the existing literature focusing on potential applications in polyneuropathy clinical care and trials. Whilst several promising candidates have been identified, no studies have investigated if any of these proteins can serve as response biomarkers of longitudinal disease activity, except for neurofilament light (NfL). For NfL, limited evidence exists supporting a role as a response biomarker in Guillain-Barré syndrome, vasculitic neuropathy, and chronic inflammatory demyelinating polyradiculoneuropathy (CIDP). Most evidence exists for NfL as a response biomarker in hereditary transthyretin-related amyloidosis (hATTR). At the present time, the role of NfL is therefore limited to a supporting clinical tool or exploratory endpoint in trials. Future developments will need to focus on the discovery of additional biomarkers for anatomically specific and other forms of nerve damage using high-throughput technologies and highly sensitive analytical platforms in adequality powered studies of appropriate design. For NfL, a better understanding of cut-off values, the relation to clinical symptoms and long-term disability as well as dynamics in serum on and off treatment is needed to further expand and proceed towards implementation.
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Affiliation(s)
- Luuk Wieske
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Duncan Smyth
- Centre for Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London, UK
- UCL Queen Square Institute of Neurology, London, UK
| | - Michael P Lunn
- Centre for Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London, UK
- UCL Queen Square Institute of Neurology, London, UK
| | - Filip Eftimov
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Charlotte E Teunissen
- Neurochemistry Lab, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands.
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23
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Abstract
Demyelinating forms of Charcot-Marie-Tooth disease (CMT) are genetically and phenotypically heterogeneous and result from highly diverse biological mechanisms including gain of function (including dominant negative effects) and loss of function. While no definitive treatment is currently available, rapid advances in defining the pathomechanisms of demyelinating CMT have led to promising pre-clinical studies, as well as emerging clinical trials. Especially promising are the recently completed pre-clinical genetic therapy studies in PMP-22, GJB1, and SH3TC2-associated neuropathies, particularly given the success of similar approaches in humans with spinal muscular atrophy and transthyretin familial polyneuropathy. This article focuses on neuropathies related to mutations in PMP-22, MPZ, and GJB1, which together comprise the most common forms of demyelinating CMT, as well as on select rarer forms for which promising treatment targets have been identified. Clinical characteristics and pathomechanisms are reviewed in detail, with emphasis on therapeutically targetable biological pathways. Also discussed are the challenges facing the CMT research community in its efforts to advance the rapidly evolving biological insights to effective clinical trials. These considerations include the limitations of currently available animal models, the need for personalized medicine approaches/allele-specific interventions for select forms of demyelinating CMT, and the increasing demand for optimal clinical outcome assessments and objective biomarkers.
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Affiliation(s)
- Vera Fridman
- Department of Neurology, University of Colorado Anschutz Medical Campus, 12631 E 17th Avenue, Mailstop B185, Room 5113C, Aurora, CO, 80045, USA.
| | - Mario A Saporta
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
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24
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Kitaoji T, Noto YI, Kojima Y, Tsuji Y, Mizuno T, Nakagawa M. Quantitative assessment of muscle echogenicity in Charcot-Marie-Tooth disease type 1A by automatic thresholding methods. Clin Neurophysiol 2021; 132:2693-2701. [PMID: 34294566 DOI: 10.1016/j.clinph.2021.05.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 05/22/2021] [Accepted: 05/25/2021] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To investigate the utility of automatic thresholding methods for quantitative muscle echogenicity assessment as a marker of disease severity in Charcot-Marie-Tooth disease type 1A (CMT1A). METHODS Muscle ultrasound was performed in 15 CMT1A patients and 7 healthy controls. Muscle echogenicity of six limb muscles in each subject was assessed by 16 automatic thresholding methods and conventional grey-scale analysis. Echogenicity of each method in CMT1A patients was compared with that in controls. A correlation between the echogenicity and CMT neuropathy score (CMTNS) was also analysed in CMT1A patients. RESULTS Significant differences in mean echogenicity of the 6 muscles between CMT1A patients and controls were found both in grey-scale analysis (p < 0.01) and 11 of the 16 automatic thresholding methods (p < 0.05 in each method). In CMT1A patients, mean echogenicity of the 6 muscles was positively correlated with CMTNS in 8 of the 16 automatic thresholding methods, but not in grey-scale analysis. CONCLUSION Automatic thresholding methods can be used to detect the difference in muscle echogenicity between CMT1A patients and controls. Echogenicity parameters correlate with the disease severity. SIGNIFICANCE Quantitative muscle echogenicity assessment by automatic thresholding methods shows potential as a surrogate marker of disease progression in CMT1A.
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Affiliation(s)
- Takamasa Kitaoji
- Department of Neurology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.
| | - Yu-Ichi Noto
- North Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan.
| | - Yuta Kojima
- Department of Neurology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.
| | - Yukiko Tsuji
- Department of Neurology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.
| | - Toshiki Mizuno
- Department of Neurology, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.
| | - Masanori Nakagawa
- North Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan.
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25
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Pisciotta C, Saveri P, Pareyson D. Updated review of therapeutic strategies for Charcot-Marie-Tooth disease and related neuropathies. Expert Rev Neurother 2021; 21:701-713. [PMID: 34033725 DOI: 10.1080/14737175.2021.1935242] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Introduction: Charcot-Marie-Tooth disease (CMT) and related neuropathies represent the most prevalent inherited neuromuscular disorders. Nonetheless, there is still no pharmacological treatment available for any CMT type. However, the landscape is rapidly evolving and several novel approaches are providing encouraging results in preclinical studies and leading to clinical trials.Areas covered: The authors review the most promising therapies under study and the ongoing/planned clinical trials. Several approaches to address PMP22 overexpression underlying CMT1A, the most frequent subtype, are being tested. Gene silencing, targeting PMP22, and gene therapy, to introduce specific genes or to substitute or modulate defective ones, are being experimented in animal models. Compounds acting on ER stress, unfolded protein response, neuregulin pathways, phosphoinositides metabolism, axonal transport and degeneration, inflammation, polyol pathway, deoxysphingolipid metabolism, purine nucleotide pool are potential therapeutic candidates for different forms of CMT and related neuropathies.Expert opinion: We are getting closer to find effective therapies for CMT, but are far behind the exciting examples of other genetic neuromuscular disorders. The authors analyze the possible reasons for this gap and the way to fill it. Preclinical and clinical research is ongoing with coordinated efforts and they are confident that in the next few years we will see the first effective treatments.
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Affiliation(s)
- Chiara Pisciotta
- Unit of Rare Neurodegenerative and Neurometabolic Diseases, Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Paola Saveri
- Unit of Rare Neurodegenerative and Neurometabolic Diseases, Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Davide Pareyson
- Unit of Rare Neurodegenerative and Neurometabolic Diseases, Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
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Stavrou M, Sargiannidou I, Georgiou E, Kagiava A, Kleopa KA. Emerging Therapies for Charcot-Marie-Tooth Inherited Neuropathies. Int J Mol Sci 2021; 22:6048. [PMID: 34205075 PMCID: PMC8199910 DOI: 10.3390/ijms22116048] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 05/29/2021] [Accepted: 05/31/2021] [Indexed: 12/12/2022] Open
Abstract
Inherited neuropathies known as Charcot-Marie-Tooth (CMT) disease are genetically heterogeneous disorders affecting the peripheral nerves, causing significant and slowly progressive disability over the lifespan. The discovery of their diverse molecular genetic mechanisms over the past three decades has provided the basis for developing a wide range of therapeutics, leading to an exciting era of finding treatments for this, until now, incurable group of diseases. Many treatment approaches, including gene silencing and gene replacement therapies, as well as small molecule treatments are currently in preclinical testing while several have also reached clinical trial stage. Some of the treatment approaches are disease-specific targeted to the unique disease mechanism of each CMT form, while other therapeutics target common pathways shared by several or all CMT types. As promising treatments reach the stage of clinical translation, optimal outcome measures, novel biomarkers and appropriate trial designs are crucial in order to facilitate successful testing and validation of novel treatments for CMT patients.
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Affiliation(s)
- Marina Stavrou
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Cyprus School of Molecular Medicine, Nicosia 2371, Cyprus; (M.S.); (I.S.); (E.G.); (A.K.)
| | - Irene Sargiannidou
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Cyprus School of Molecular Medicine, Nicosia 2371, Cyprus; (M.S.); (I.S.); (E.G.); (A.K.)
| | - Elena Georgiou
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Cyprus School of Molecular Medicine, Nicosia 2371, Cyprus; (M.S.); (I.S.); (E.G.); (A.K.)
| | - Alexia Kagiava
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Cyprus School of Molecular Medicine, Nicosia 2371, Cyprus; (M.S.); (I.S.); (E.G.); (A.K.)
| | - Kleopas A. Kleopa
- Neuroscience Department, The Cyprus Institute of Neurology and Genetics, Cyprus School of Molecular Medicine, Nicosia 2371, Cyprus; (M.S.); (I.S.); (E.G.); (A.K.)
- Center for Neuromuscular Diseases, The Cyprus Institute of Neurology and Genetics, Cyprus School of Molecular Medicine, Nicosia 2371, Cyprus
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Wang H, Davison M, Wang K, Xia TH, Call KM, Luo J, Wu X, Zuccarino R, Bacha A, Bai Y, Gutmann L, Feely SME, Grider T, Rossor AM, Reilly MM, Shy ME, Svaren J. MicroRNAs as Biomarkers of Charcot-Marie-Tooth Disease Type 1A. Neurology 2021; 97:e489-e500. [PMID: 34031204 DOI: 10.1212/wnl.0000000000012266] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 04/26/2021] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE To determine whether microRNAs (miRs) are elevated in the plasma of individuals with the inherited peripheral neuropathy Charcot-Marie-Tooth disease type 1A (CMT1A), miR profiling was employed to compare control and CMT1A plasma. METHODS We performed a screen of CMT1A and control plasma samples to identify miRs that are elevated in CMT1A using next-generation sequencing, followed by validation of selected miRs by quantitative PCR, and correlation with protein biomarkers and clinical data: Rasch-modified CMT Examination and Neuropathy Scores, ulnar compound muscle action potentials, and motor nerve conduction velocities. RESULTS After an initial pilot screen, a broader screen confirmed elevated levels of several muscle-associated miRNAs (miR1, -133a, -133b, and -206, known as myomiRs) along with a set of miRs that are highly expressed in Schwann cells of peripheral nerve. Comparison to other candidate biomarkers for CMT1A (e.g., neurofilament light) measured on the same sample set shows a comparable elevation of several miRs (e.g., miR133a, -206, -223) and ability to discriminate cases from controls. Neurofilament light levels were most highly correlated with miR133a. In addition, the putative Schwann cell miRs (e.g., miR223, -199a, -328, -409, -431) correlate with the recently described transmembrane protease serine 5 (TMPRSS5) protein biomarker that is most highly expressed in Schwann cells and also elevated in CMT1A plasma. CONCLUSIONS These studies identify a set of miRs that are candidate biomarkers for clinical trials in CMT1A. Some of the miRs may reflect Schwann cell processes that underlie the pathogenesis of the disease. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that a set of plasma miRs are elevated in patients with CMT1A.
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Affiliation(s)
- Hongge Wang
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Matthew Davison
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Kathryn Wang
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Tai-He Xia
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Katherine M Call
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Jun Luo
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Xingyao Wu
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Riccardo Zuccarino
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Alexa Bacha
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Yunhong Bai
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Laurie Gutmann
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Shawna M E Feely
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Tiffany Grider
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Alexander M Rossor
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Mary M Reilly
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - Michael E Shy
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison
| | - John Svaren
- From Translational Sciences (H.W., M.D., K.W., T.X., K.M.C.), Sanofi Research; Biostatistics and Programming (J.L.), Sanofi Development, Framingham, MA; Department of Neurology (X.W., R.Z., A.B., Y.B., L.G., S.M.E.F., T.G., M.E.S.), Carver College of Medicine, University of Iowa, Iowa City; Department of Neuromuscular Diseases (A.M.R., M.M.R.), UCL Queen Square Institute of Neurology and National Hospital for Neurology and Neurosurgery, University College London, UK; and Waisman Center and Department of Comparative Biosciences (J.S.), University of Wisconsin, Madison.
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The increasing role of muscle MRI to monitor changes over time in untreated and treated muscle diseases. Curr Opin Neurol 2021; 33:611-620. [PMID: 32796278 DOI: 10.1097/wco.0000000000000851] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE OF REVIEW This review aims to discuss the recent results of studies published applying quantitative MRI sequences to large cohorts of patients with neuromuscular diseases. RECENT FINDINGS Quantitative MRI sequences are now available to identify and quantify changes in muscle water and fat content. These two components have been associated with acute and chronic injuries, respectively. Studies show that the increase in muscle water is not only reversible if therapies are applied successfully but can also predict fat replacement in neurodegenerative diseases. Muscle fat fraction correlates with muscle function tests and increases gradually over time in parallel with the functional decline of patients with neuromuscular diseases. There are new spectrometry-based sequences to quantify other components, such as glycogen, electrolytes or the pH of the muscle fibre, extending the applicability of MRI to the study of several processes in neuromuscular diseases. SUMMARY The latest results obtained from the study of long cohorts of patients with various neuromuscular diseases open the door to the use of this technology in clinical trials, which would make it possible to obtain a new measure for assessing the effectiveness of new treatments. The challenge is currently the popularization of these studies and their application to the monitoring of patients in the daily clinic.
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Pipis M, Feely SME, Polke JM, Skorupinska M, Perez L, Shy RR, Laura M, Morrow JM, Moroni I, Pisciotta C, Taroni F, Vujovic D, Lloyd TE, Acsadi G, Yum SW, Lewis RA, Finkel RS, Herrmann DN, Day JW, Li J, Saporta M, Sadjadi R, Walk D, Burns J, Muntoni F, Ramchandren S, Horvath R, Johnson NE, Züchner S, Pareyson D, Scherer SS, Rossor AM, Shy ME, Reilly MM. Natural history of Charcot-Marie-Tooth disease type 2A: a large international multicentre study. Brain 2021; 143:3589-3602. [PMID: 33415332 PMCID: PMC7805791 DOI: 10.1093/brain/awaa323] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 07/28/2020] [Indexed: 01/02/2023] Open
Abstract
Mitofusin-2 (MFN2) is one of two ubiquitously expressed homologous proteins in eukaryote cells, playing a critical role in mitochondrial fusion. Mutations in MFN2 (most commonly autosomal dominant) cause Charcot-Marie-Tooth disease type 2A (CMT2A), the commonest axonal form of CMT, with significant allelic heterogeneity. Previous, moderately-sized, cross sectional genotype-phenotype studies of CMT2A have described the phenotypic spectrum of the disease, but longitudinal natural history studies are lacking. In this large multicentre prospective cohort study of 196 patients with dominant and autosomal recessive CMT2A, we present an in-depth genotype-phenotype study of the baseline characteristics of patients with CMT2A and longitudinal data (1–2 years) to describe the natural history. A childhood onset of autosomal dominant CMT2A is the most predictive marker of significant disease severity and is independent of the disease duration. When compared to adult onset autosomal dominant CMT2A, it is associated with significantly higher rates of use of ankle-foot orthoses, full-time use of wheelchair, dexterity difficulties and also has significantly higher CMT Examination Score (CMTESv2) and CMT Neuropathy Score (CMTNSv2) at initial assessment. Analysis of longitudinal data using the CMTESv2 and its Rasch-weighted counterpart, CMTESv2-R, show that over 1 year, the CMTESv2 increases significantly in autosomal dominant CMT2A (mean change 0.84 ± 2.42; two-tailed paired t-test P = 0.039). Furthermore, over 2 years both the CMTESv2 (mean change 0.97 ± 1.77; two-tailed paired t-test P = 0.003) and the CMTESv2-R (mean change 1.21 ± 2.52; two-tailed paired t-test P = 0.009) increase significantly with respective standardized response means of 0.55 and 0.48. In the paediatric CMT2A population (autosomal dominant and autosomal recessive CMT2A grouped together), the CMT Pediatric Scale increases significantly both over 1 year (mean change 2.24 ± 3.09; two-tailed paired t-test P = 0.009) and over 2 years (mean change 4.00 ± 3.79; two-tailed paired t-test P = 0.031) with respective standardized response means of 0.72 and 1.06. This cross-sectional and longitudinal study of the largest CMT2A cohort reported to date provides guidance for variant interpretation, informs prognosis and also provides natural history data that will guide clinical trial design.
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Affiliation(s)
- Menelaos Pipis
- MRC Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Shawna M E Feely
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - James M Polke
- MRC Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Mariola Skorupinska
- MRC Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Laura Perez
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Rosemary R Shy
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Matilde Laura
- MRC Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Jasper M Morrow
- MRC Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Isabella Moroni
- Department of Pediatric Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Chiara Pisciotta
- Unit of Rare Neurodegenerative and Neurometabolic Diseases, Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Franco Taroni
- Unit of Medical Genetics and Neurogenetics, Department of Diagnostics and Technology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Dragan Vujovic
- Department of Neurology, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Thomas E Lloyd
- Department of Neurology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Gyula Acsadi
- Connecticut Children's Medical Center, Hartford, CT, USA
| | - Sabrina W Yum
- The Children's Hospital of Philadelphia, and Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Richard A Lewis
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Richard S Finkel
- Center for Experimental Neurotherapeutics, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - David N Herrmann
- Department of Neurology, University of Rochester, Rochester, NY, USA
| | - John W Day
- Department of Neurology, Stanford Health Care, Stanford, CA, USA
| | - Jun Li
- Department of Neurology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Mario Saporta
- Department of Neurology, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Reza Sadjadi
- Massachusetts General Hospital, Boston, Massachusetts, USA
| | - David Walk
- Department of Neurology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Joshua Burns
- University of Sydney School of Health Sciences and Children's Hospital at Westmead, Sydney, Australia
| | - Francesco Muntoni
- Dubowitz Neuromuscular Centre, NIHR Biomedical Research Centre at UCL Great Ormond Street Institute of Child Health and Great Ormond Street Hospital, London, UK
| | | | - Rita Horvath
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | | | - Stephan Züchner
- Dr. John T. Macdonald Foundation Department of Human Genetics and John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Davide Pareyson
- Unit of Rare Neurodegenerative and Neurometabolic Diseases, Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Steven S Scherer
- Department of Neurology, The Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Alexander M Rossor
- MRC Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
| | - Michael E Shy
- Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, Iowa, USA
| | - Mary M Reilly
- MRC Centre for Neuromuscular Diseases, UCL Queen Square Institute of Neurology, London, UK
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Boutary S, Echaniz-Laguna A, Adams D, Loisel-Duwattez J, Schumacher M, Massaad C, Massaad-Massade L. Treating PMP22 gene duplication-related Charcot-Marie-Tooth disease: the past, the present and the future. Transl Res 2021; 227:100-111. [PMID: 32693030 DOI: 10.1016/j.trsl.2020.07.006] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 07/02/2020] [Accepted: 07/15/2020] [Indexed: 12/30/2022]
Abstract
Charcot-Marie-Tooth (CMT) disease is the most frequent inherited neuropathy, affecting 1/1500 to 1/10000. CMT1A represents 60%-70% of all CMT and is caused by a duplication on chromosome 17p11.2 leading to an overexpression of the Peripheral Myelin Protein 22 (PMP22). PMP22 gene is under tight regulation and small changes in its expression influences myelination and affect motor and sensory functions. To date, CMT1A treatment is symptomatic and classic pharmacological options have been disappointing. Here, we review the past, present, and future treatment options for CMT1A, with a special emphasis on the highly promising potential of PMP22-targeted small interfering RNA and antisense oligonucleotides.
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Affiliation(s)
- Suzan Boutary
- U 1195, INSERM and Paris-Saclay University, Le Kremlin-Bicêtre, France
| | - Andoni Echaniz-Laguna
- U 1195, INSERM and Paris-Saclay University, Le Kremlin-Bicêtre, France; Neurology Department, AP-HP, Paris-Saclay Universityand French Referent Center for Familial Amyloid Polyneuropathy and Other Rare Peripheral Neuropathies (CRMR-NNERF), Bicêtre Hospital, Le Kremlin-Bicêtre, France
| | - David Adams
- U 1195, INSERM and Paris-Saclay University, Le Kremlin-Bicêtre, France; Neurology Department, AP-HP, Paris-Saclay Universityand French Referent Center for Familial Amyloid Polyneuropathy and Other Rare Peripheral Neuropathies (CRMR-NNERF), Bicêtre Hospital, Le Kremlin-Bicêtre, France
| | - Julien Loisel-Duwattez
- U 1195, INSERM and Paris-Saclay University, Le Kremlin-Bicêtre, France; Neurology Department, AP-HP, Paris-Saclay Universityand French Referent Center for Familial Amyloid Polyneuropathy and Other Rare Peripheral Neuropathies (CRMR-NNERF), Bicêtre Hospital, Le Kremlin-Bicêtre, France
| | | | - Charbel Massaad
- Faculty of Basic and Biomedical Sciences, Paris Descartes University, INSERM UMRS 1124, Paris, France
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Lee JH, Yoon YC, Kim HS, Kim JH, Choi BO. Texture analysis using T1-weighted images for muscles in Charcot-Marie-Tooth disease patients and volunteers. Eur Radiol 2020; 31:3508-3517. [PMID: 33125561 DOI: 10.1007/s00330-020-07435-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 09/08/2020] [Accepted: 10/15/2020] [Indexed: 01/30/2023]
Abstract
OBJECTIVES To explore whether texture features using T1-weighted images correlate with fat fraction, and whether they differ between Charcot-Marie-Tooth (CMT) disease patients and volunteers. METHODS The institutional review board approved this retrospective study, and the requirement for informed consent was waived; data of eighteen CMT patients and eighteen healthy volunteers from a previous study was used. Texture features of the muscles including mean, standard deviation (SD), skewness, kurtosis, and entropy of the signal intensity were derived from T1-weighted images. Spearman's correlation analysis was used to assess the relationship between texture features and fat fraction measured by 3D multiple gradient echo Dixon-based sequence. Mann-Whitney U test was used to compare the texture features between CMT patients and volunteers. Intraobserver and interobserver agreements for the texture features were assessed using the intraclass correlation coefficient. RESULTS The SD (ρ = 0.256, p < 0.001) and entropy (ρ = 0.263, p < 0.001) were significantly and positively correlated with fat fraction; skewness (ρ = - 0.110, p = 0.027) and kurtosis (ρ = - 0.149, p = 0.003) were significantly and inversely correlated with fat fraction. The CMT patients showed a significantly higher SD (63.45 vs. 49.26; p < 0.001), skewness (1.06 vs. 0.56; p < 0.001), kurtosis (4.00 vs. 1.81; p < 0.001), and entropy (3.20 vs. 3.02; p < 0.001) than did the volunteers. Intraobserver and interobserver agreements were almost perfect for mean, SD, and entropy. CONCLUSIONS Texture features using T1-weighted images correlated with fat fraction and differed between CMT patients and volunteers. KEY POINTS • Standard deviation and entropy of muscles derived from T1-weighted images were significantly and positively correlated with the muscle fat fraction. • Mean, standard deviation, and entropy were considered highly reliable in muscle analyses. • Texture features may have the potential to diagnose early stage of intramuscular fatty infiltration.
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Affiliation(s)
- Ji Hyun Lee
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Ilwon-Ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Young Cheol Yoon
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Ilwon-Ro, Gangnam-gu, Seoul, 06351, South Korea.
| | - Hyun Su Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Ilwon-Ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Jae-Hun Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Ilwon-Ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Byung-Ok Choi
- Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Ilwon-Ro, Gangnam-gu, Seoul, 06351, South Korea
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Warman-Chardon J, Diaz-Manera J, Tasca G, Straub V. 247th ENMC International Workshop: Muscle magnetic resonance imaging - Implementing muscle MRI as a diagnostic tool for rare genetic myopathy cohorts. Hoofddorp, The Netherlands, September 2019. Neuromuscul Disord 2020; 30:938-947. [PMID: 33004285 DOI: 10.1016/j.nmd.2020.08.360] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 08/19/2020] [Indexed: 12/28/2022]
Affiliation(s)
- Jodi Warman-Chardon
- Jodi Warman Chardon, Neurology/Genetics, The Ottawa Hospital/Research Institute, Canada; Children's Hospital of Eastern Ontario/Research Institute, Canada
| | - Jordi Diaz-Manera
- Neuromuscular Disorders Unit, Neurology department, Hospital Universitari de la Santa Creu i Sant Pau, Spain; Centro de Investigación Biomédica en Red en Enfermedades Raras (CIBERER), Barcelona, Spain; John Walton Muscular Dystrophy Research Center, Translational and Clinical Research Institute, Newcastle University and Newcastle Hospitals NHS Foundation Trust, UK
| | - Giorgio Tasca
- Unità Operativa Complessa di Neurologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy
| | - Volker Straub
- John Walton Muscular Dystrophy Research Center, Translational and Clinical Research Institute, Newcastle University and Newcastle Hospitals NHS Foundation Trust, UK.
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33
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Dahlqvist JR, Widholm P, Leinhard OD, Vissing J. MRI in Neuromuscular Diseases: An Emerging Diagnostic Tool and Biomarker for Prognosis and Efficacy. Ann Neurol 2020; 88:669-681. [PMID: 32495452 DOI: 10.1002/ana.25804] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 05/05/2020] [Accepted: 05/25/2020] [Indexed: 12/12/2022]
Abstract
There is an unmet need to identify biomarkers sensitive to change in rare, slowly progressive neuromuscular diseases. Quantitative magnetic resonance imaging (MRI) of muscle may offer this opportunity, as it is noninvasive and can be carried out almost independent of patient cooperation and disease severity. Muscle fat content correlates with muscle function in neuromuscular diseases, and changes in fat content precede changes in function, which suggests that muscle MRI is a strong biomarker candidate to predict prognosis and treatment efficacy. In this paper, we review the evidence suggesting that muscle MRI may be an important biomarker for diagnosis and to monitor change in disease severity. ANN NEUROL 2020;88:669-681.
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Affiliation(s)
- Julia R Dahlqvist
- Copenhagen Neuromuscular Center, Department of Neurology, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
| | - Per Widholm
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
- AMRA Medical AB, Linköping, Sweden
| | - Olof Dahlqvist Leinhard
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
- AMRA Medical AB, Linköping, Sweden
| | - John Vissing
- Copenhagen Neuromuscular Center, Department of Neurology, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
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34
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Fortanier E, Ogier AC, Delmont E, Lefebvre MN, Viout P, Guye M, Bendahan D, Attarian S. Quantitative assessment of sciatic nerve changes in Charcot-Marie-Tooth type 1A patients using magnetic resonance neurography. Eur J Neurol 2020; 27:1382-1389. [PMID: 32391944 DOI: 10.1111/ene.14303] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 04/23/2020] [Indexed: 01/22/2023]
Abstract
BACKGROUND AND PURPOSE Nerve tissue alterations have rarely been quantified in Charcot-Marie-Tooth type 1A (CMT1A) patients. The aim of the present study was to quantitatively assess the magnetic resonance imaging (MRI) anomalies of the sciatic and tibial nerves in CMT1A disease using quantitative neurography MRI. It was also intended to seek for correlations with clinical variables. METHODS Quantitative neurography MRI was used in order to assess differences in nerve volume, proton density and magnetization transfer ratio in the lower limbs of CMT1A patients and healthy controls. Disease severity was evaluated using the Charcot-Marie-Tooth Neuropathy Score version 2, Charcot-Marie-Tooth examination scores and Overall Neuropathy Limitations Scale scores. Electrophysiological measurements were performed in order to assess the compound motor action potential and the Motor Unit Number Index. Clinical impairment was evaluated using muscle strength measurements and Charcot-Marie-Tooth examination scores. RESULTS A total of 32 CMT1A patients were enrolled and compared to 13 healthy subjects. The 3D nerve volume, magnetization transfer ratio and proton density were significantly different in CMT1A patients for the whole sciatic and tibial nerve volume. The sciatic nerve volume was significantly correlated with the whole set of clinical scores whereas no correlation was found between the tibial nerve volume and the clinical scores. CONCLUSION Nerve injury could be quantified in vivo using quantitative neurography MRI and the corresponding biomarkers were correlated with clinical disability in CMT1A patients. The sensitivity of the selected metrics will have to be assessed through repeated measurements over time during longitudinal studies to evaluate structural nerve changes under treatment.
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Affiliation(s)
- E Fortanier
- Neurology Department, APHM, Reference Center for Neuromuscular Diseases and ALS, La Timone University Hospital, Aix-Marseille University, Marseille, France
| | - A C Ogier
- CNRS, Center for Magnetic Resonance in Biology, UMR 7339, Aix-Marseille University, Marseille, France.,CNRS, LIS, Aix Marseille University, Toulon University, Marseille, France
| | - E Delmont
- Neurology Department, APHM, Reference Center for Neuromuscular Diseases and ALS, La Timone University Hospital, Aix-Marseille University, Marseille, France.,UMR 7286, Aix-Marseille University, Marseille, France
| | - M-N Lefebvre
- APHM, CIC-CPCET, La Timone University Hospital, Aix-Marseille University, Marseille, France
| | - P Viout
- CNRS, Center for Magnetic Resonance in Biology, UMR 7339, Aix-Marseille University, Marseille, France
| | - M Guye
- CNRS, Center for Magnetic Resonance in Biology, UMR 7339, Aix-Marseille University, Marseille, France
| | - D Bendahan
- CNRS, Center for Magnetic Resonance in Biology, UMR 7339, Aix-Marseille University, Marseille, France
| | - S Attarian
- Neurology Department, APHM, Reference Center for Neuromuscular Diseases and ALS, La Timone University Hospital, Aix-Marseille University, Marseille, France.,Inserm, GMGF, Aix-Marseille University, Marseille, France
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35
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Fernández-Eulate G, Fernández-Torrón R, Guisasola A, Gaspar MTI, Diaz-Manera J, Maneiro M, Zulaica M, Olasagasti V, Formica AF, Espinal JB, Ruiz M, Schlüter A, Pujol A, Poza JJ, López de Munain A. Phenotypic correlations in a large single-center cohort of patients with BSCL2 nerve disorders: a clinical, neurophysiological and muscle magnetic resonance imaging study. Eur J Neurol 2020; 27:1364-1373. [PMID: 32320108 DOI: 10.1111/ene.14272] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 04/16/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND PURPOSE BSCL2 heterozygote mutations are a common cause of distal hereditary motor neuropathies (dHMNs). A series of BSCL2 patients is presented and clinical, neurophysiological and muscle magnetic resonance imaging (MRI) findings are correlated. METHODS Twenty-six patients from five families carrying the p.N88S mutation were identified. Age of onset, clinical phenotype (dHMN, Charcot-Marie-Tooth, spastic paraplegia), physical examination, disability measured as a modified Rankin Scale score and neurophysiological findings were collected. A whole body muscle MRI had been performed in 18 patients. The pattern of muscle involvement on T1-weighted and short time inversion recovery sequences was analysed. Hierarchical analysis using heatmaps and an MRI Composite Score were generated. Statistical analysis was carried out with STATA SE v.15 (TX, USA). RESULTS The mean age was 51.54 ± 19.94 years and 14 patients were men. dHMN was the most common phenotype (50%) and five patients (19.23%) showed no findings on examination. Disease onset was commonly in childhood and disability was low (modified Rankin Scale score 1.34 ± 1.13) although median time since onset of disease was 32 years (range 10-47). Charcot-Marie-Tooth-like patients were more disabled and disability correlated with age. On muscle MRI, thenar eminence, soleus and tibialis anterior were most frequently involved, irrespective of clinical phenotype. MRI Composite Score was strongly correlated with disability. CONCLUSION Patients with the p.N88S BSCL2 gene mutation are phenotypically variable, although dHMN is most frequent and generally slowly progressive. Muscle MRI pattern is consistent regardless of phenotype and correlates with disease severity, probably serving as a reliable outcome measure for future clinical trials.
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Affiliation(s)
- G Fernández-Eulate
- Department of Neurology, Donostia University Hospital, San Sebastian, Spain.,Reference Center for Neuromuscular Disorders, Pitié-Salpêtrière Hospital, Institute of Myology, Paris, France
| | - R Fernández-Torrón
- Department of Neurology, Donostia University Hospital, San Sebastian, Spain.,Neuromuscular Area, Group of Neurodegenerative Diseases, Biodonostia Health Research Institute, San Sebastian, Spain
| | - A Guisasola
- Department of Radiology, Osatek, San Sebastian, Spain
| | - M T I Gaspar
- Clinical Epidemiology Unit, Donostia University Hospital, San Sebastian, Spain
| | - J Diaz-Manera
- Unitat de Malaties Neuromuscularis, Servei de Neurologia, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain.,John Walton Muscular Dystrophy Research Center, University of Newcastle, Newcastle, UK
| | - M Maneiro
- Department of Neurology, Donostia University Hospital, San Sebastian, Spain
| | - M Zulaica
- Neuromuscular Area, Group of Neurodegenerative Diseases, Biodonostia Health Research Institute, San Sebastian, Spain
| | - V Olasagasti
- Department of Neurology, Donostia University Hospital, San Sebastian, Spain
| | - A F Formica
- Department of Neurology, Donostia University Hospital, San Sebastian, Spain
| | - J B Espinal
- Department of Neurology, Donostia University Hospital, San Sebastian, Spain
| | - M Ruiz
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Spain.,Center for Biomedical Research on Rare Diseases (CIBERER), Institute of Health Carlos III, Madrid, Spain
| | - A Schlüter
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Spain
| | - A Pujol
- Neurometabolic Diseases Laboratory, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Spain.,Center for Biomedical Research on Rare Diseases (CIBERER), Institute of Health Carlos III, Madrid, Spain.,Catalan Institution of Research and Advanced Studies (ICREA), Barcelona, Spain
| | - J J Poza
- Department of Neurology, Donostia University Hospital, San Sebastian, Spain
| | - A López de Munain
- Department of Neurology, Donostia University Hospital, San Sebastian, Spain.,Neuromuscular Area, Group of Neurodegenerative Diseases, Biodonostia Health Research Institute, San Sebastian, Spain.,Neuroscience Department, School of Medicine of the University of the Basque Country, San Sebastian, Spain.,Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED), Instituto Carlos III, Madrid, Spain
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Rossor AM, Shy ME, Reilly MM. Are we prepared for clinical trials in Charcot-Marie-Tooth disease? Brain Res 2020; 1729:146625. [PMID: 31899213 PMCID: PMC8418667 DOI: 10.1016/j.brainres.2019.146625] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 12/11/2019] [Accepted: 12/24/2019] [Indexed: 12/21/2022]
Abstract
There has been considerable progress in developing treatments for Charcot-Marie-Tooth disease with a number of therapies either completing or nearing clinical trials. In the case of CMT1A, the commonest subtype of CMT, there have been more than five randomised, double blind placebo-controlled trials. Although these trials were negative for the primary outcome measure, considerable lessons have been learnt leading to the collection of large prospective natural history data sets with which to inform future trial design as well as the development of new and sensitive outcome measures. In this review we summarise the difficulties of conducting clinical trials in a slowly progressive disease such as CMT1A and the requirement for sensitive, reproducible and clinically relevant outcome measures. We summarise the current array of CMT specific outcome measures subdivided into clinical outcome measures, functional outcome measures, patient reported outcome measures, biomarkers of disease burden and treatment specific biomarkers of target engagement. Although there is now an array of CMT specific outcome measures, which collectively incorporate clinically relevant, sensitive and reproducible outputs, a single outcome measure incorporating all three qualities remains elusive.
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Affiliation(s)
- A M Rossor
- Department of Neuromuscular Diseases, University College London, Queen Square Institute of Neurology, London, United Kingdom.
| | - M E Shy
- Department of Neurology, University of Iowa, 200 Hawkins Drive, Iowa City, IA 52242, USA
| | - M M Reilly
- Department of Neuromuscular Diseases, University College London, Queen Square Institute of Neurology, London, United Kingdom
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37
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Fridman V, Sillau S, Acsadi G, Bacon C, Dooley K, Burns J, Day J, Feely S, Finkel RS, Grider T, Gutmann L, Herrmann DN, Kirk CA, Knause SA, Laurá M, Lewis RA, Li J, Lloyd TE, Moroni I, Muntoni F, Pagliano E, Pisciotta C, Piscosquito G, Ramchandren S, Saporta M, Sadjadi R, Shy RR, Siskind CE, Sumner CJ, Walk D, Wilcox J, Yum SW, Züchner S, Scherer SS, Pareyson D, Reilly MM, Shy ME. A longitudinal study of CMT1A using Rasch analysis based CMT neuropathy and examination scores. Neurology 2020; 94:e884-e896. [PMID: 32047073 DOI: 10.1212/wnl.0000000000009035] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 09/04/2019] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To evaluate the sensitivity of Rasch analysis-based, weighted Charcot-Marie-Tooth Neuropathy and Examination Scores (CMTNS-R and CMTES-R) to clinical progression in patients with Charcot-Marie-Tooth disease type 1A (CMT1A). METHODS Patients with CMT1A from 18 sites of the Inherited Neuropathies Consortium were evaluated between 2009 and 2018. Weighted CMTNS and CMTES modified category responses were developed with Rasch analysis of the standard scores. Change from baseline for CMTNS-R and CMTES-R was estimated with longitudinal regression models. RESULTS Baseline CMTNS-R and CMTES-R scores were available for 517 and 1,177 participants, respectively. Mean ± SD age of participants with available CMTES-R scores was 41 ± 18 (range 4-87) years, and 56% were female. Follow-up CMTES-R assessments at 1, 2, and 3 years were available for 377, 321, and 244 patients. A mixed regression model showed significant change in CMTES-R score at years 2 through 6 compared to baseline (mean change from baseline 0.59 points at 2 years, p = 0.0004, n = 321). Compared to the original CMTES, the CMTES-R revealed a 55% improvement in the standardized response mean (mean change/SD change) at 2 years (0.17 vs 0.11). Change in CMTES-R at 2 years was greatest in mildly to moderately affected patients (1.48-point mean change, 95% confidence interval 0.99-1.97, p < 0.0001, for baseline CMTES-R score 0-9). CONCLUSION The CMTES-R demonstrates change over time in patients with CMT1A and is more sensitive than the original CMTES. The CMTES-R was most sensitive to change in patients with mild to moderate baseline disease severity and failed to capture progression in patients with severe CMT1A. CLINICALTRIALSGOV IDENTIFIER NCT01193075.
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Affiliation(s)
- Vera Fridman
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA.
| | - Stefan Sillau
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Gyula Acsadi
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Chelsea Bacon
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Kimberly Dooley
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Joshua Burns
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - John Day
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Shawna Feely
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Richard S Finkel
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Tiffany Grider
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Laurie Gutmann
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - David N Herrmann
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Callyn A Kirk
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Sarrah A Knause
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Matilde Laurá
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Richard A Lewis
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Jun Li
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Thomas E Lloyd
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Isabella Moroni
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Francesco Muntoni
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Emanuela Pagliano
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Chiara Pisciotta
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Giuseppe Piscosquito
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Sindhu Ramchandren
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Mario Saporta
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Reza Sadjadi
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Rosemary R Shy
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Carly E Siskind
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Charlotte J Sumner
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - David Walk
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Janel Wilcox
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Sabrina W Yum
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Stephan Züchner
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Steven S Scherer
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Davide Pareyson
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Mary M Reilly
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
| | - Michael E Shy
- From the Department of Neurology (V.F., S.S., S.A.K.), University of Colorado Denver, Aurora; Department of Neurology (G.A.), Connecticut Children's Medical Center, Hartford; Department of Neurology (C.B., S.F., T.G., L.G., R.R.S., J.W., M.E.S.), University of Iowa Hospitals and Clinics, Iowa City; Health Informatics Institute (K.D., C.A.K.), University of South Florida, Tampa; University of Sydney and The Children's Hospital at Westmead (J.B.), New South Wales, Australia; Department of Neurology (J.D., C.E.S.), Stanford University, CA; Department of Neurology (S.F., J.L., S.R., R.R.S. , M.E.S.), Wayne State University, Detroit, MI; Department of Neurology (R.S.F.), Nemours Children's Hospital, Orlando, FL; Department of Neurology (D.N.H.), University of Rochester, NY; MRC Centre for Neuromuscular Diseases (M.L., M.M.R.), UCL Queen Square Institute of Neurology, London, UK; Department of Neurology (R.A.L.), Cedars-Sinai Medical Center, Los Angeles, CA; Department of Neurology (J.L.), Vanderbilt University, Nashville, TN; Departments of Neurology and Neuroscience (T.E.L., C.J.S.), John Hopkins University School of Medicine, Baltimore, MD; Department of Child Neurology (I.M., E.P.) and Department of Clinical Neurosciences (C.P., G.P.,* D.P.), Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Istituti Clinici Scientifici Maugeri (G.P.*), Neurorehabilitation Unit, Scientific Institute of Telese Terme (BN), Italy; Department of Neurology (F.M.), UCL Institute of Child Health and Great Ormond Street Hospital, London, UK; Department of Neurology (S.R.), University of Michigan, Ann Arbor; PRA Health Sciences (S.R.), Raleigh, NC; Department of Neurology (M.S.) and Department of Human Genetics and Hussman Institute for Human Genomics (S.Z.), University of Miami Miller School of Medicine, FL; Department of Neurology (R.S.), Massachusetts General Hospital, Boston; Department of Neurology (D.W.), University of Minnesota, Minneapolis; Department of Neurology (S.W.Y., S.S.S.), Hospital of the University of Pennsylvania, Philadelphia; and Department of Neurology (S.W.Y.), Children's Hospital of Philadelphia, PA
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Bas J, Ogier AC, Le Troter A, Delmont E, Leporq B, Pini L, Guye M, Parlanti A, Lefebvre MN, Bendahan D, Attarian S. Fat fraction distribution in lower limb muscles of patients with CMT1A: A quantitative MRI study. Neurology 2020; 94:e1480-e1487. [PMID: 31980579 DOI: 10.1212/wnl.0000000000009013] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 10/10/2019] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To quantitatively describe the MRI fat infiltration pattern of muscle degeneration in Charcot-Marie-Tooth (CMT) type 1A (CMT1A) disease and to look for correlations with clinical variables. METHODS MRI fat fraction was assessed in lower-limb musculature of patients with CMT1A and healthy controls. More particularly, 14 muscle compartments were selected at leg and thigh levels and for proximal, distal, and medial slices. Muscle fat infiltration profile was determined quantitatively in each muscle compartment and along the entire volume of acquisition to determine a length-dependent gradient of fat infiltration. Clinical impairment was evaluated with muscle strength measurements and CMT Examination Scores (CMTESs). RESULTS A total of 16 patients with CMT1A were enrolled and compared to 11 healthy controls. Patients with CMT1A showed a larger muscle fat fraction at leg and thigh levels with a proximal-to-distal gradient. At the leg level, the largest fat infiltration was quantified in the anterior and lateral compartments. CMTES was correlated with fat fraction, especially in the anterior compartment of leg muscles. Strength of plantar flexion was also correlated with fat fraction of the posterior compartments of leg muscles. CONCLUSION On the basis of quantitative MRI measurements combined with a dedicated segmentation method, muscle fat infiltration quantified in patients with CMT1A disclosed a length-dependent peroneal-type pattern of fat infiltration and was correlated to main clinical variables. Quantification of fat fraction at different levels of the leg anterior compartment might be of interest in future clinical trials.
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Affiliation(s)
- Joachim Bas
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Augustin C Ogier
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Arnaud Le Troter
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Emilien Delmont
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Benjamin Leporq
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Lauriane Pini
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Maxime Guye
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Amandine Parlanti
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Marie-Noëlle Lefebvre
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - David Bendahan
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France
| | - Shahram Attarian
- From the Reference Center for Neuromuscular Diseases and ALS (J.B., E.D., A.P., S.A.) and CIC-CPCET (M.-N.L.), La Timone University Hospital, Aix-Marseille University; Aix-Marseille University (A.C.O., A.L.T., L.P., M.G., D.B.), CNRS, Center for Magnetic Resonance in Biology and Medicine; Aix-Marseille University (E.D.), UMR 7286, Medicine Faculty; Aix-Marseille University (S.A.), Inserm, GMGF; Aix Marseille University (A.C.O.), Université de Toulon, CNRS, LIS, Marseille; Université de Lyon (B.L.); and CREATIS CNRS UMR 5220 (B.L.), Inserm U1206, INSA-Lyon, UCBL Lyon 1, France.
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Wang H, Davison M, Wang K, Xia T, Kramer M, Call K, Luo J, Wu X, Zuccarino R, Bacon C, Bai Y, Moran JJ, Gutmann L, Feely SME, Grider T, Rossor AM, Reilly MM, Svaren J, Shy ME. Transmembrane protease serine 5: a novel Schwann cell plasma marker for CMT1A. Ann Clin Transl Neurol 2020; 7:69-82. [PMID: 31833243 PMCID: PMC6952315 DOI: 10.1002/acn3.50965] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 11/13/2019] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE Development of biomarkers for Charcot-Marie-Tooth (CMT) disease is critical for implementing effective clinical trials. The most common form of CMT, type 1A, is caused by a genomic duplication surrounding the PMP22 gene. A recent report (Neurology 2018;90:e518-3524) showed elevation of neurofilament light (NfL) in plasma of CMT1A disease patients, which correlated with disease severity. However, no plasma/serum biomarker has been identified that is specific to Schwann cells, the most directly affected cells in CMT1A. METHODS We used the Olink immuno PCR platform to profile CMT1A patient (n = 47, 2 cohorts) and normal control plasma (n = 41, two cohorts) on five different Olink panels to screen 398 unique proteins. RESULTS The TMPRSS5 protein (Transmembrane protease serine 5) was elevated 2.07-fold (P = <0.0001) in two independent cohorts of CMT1A samples relative to controls. TMPRSS5 is most highly expressed in Schwann cells of peripheral nerve. Consistent with early myelination deficits in CMT1A, TMPRSS5 was not significantly correlated with disease score (CMTES-R, CMTNS-R), nerve conduction velocities (Ulnar CMAP, Ulnar MNCV), or with age. TMPRSS5 was not significantly elevated in smaller sample sets from patients with CMT2A, CMT2E, CMT1B, or CMT1X. The Olink immuno PCR assays confirmed elevated levels of NfL (average 1.58-fold, P < 0.0001), which correlated with CMT1A patient disease score. INTERPRETATION These data identify the first Schwann cell-specific protein that is elevated in plasma of CMT1A patients, and may provide a disease marker and a potentially treatment-responsive biomarker with good disease specificity for clinical trials.
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Affiliation(s)
- Hongge Wang
- Translational SciencesSanofi ResearchSanofiFraminghamMassachusetts
| | - Matthew Davison
- Translational SciencesSanofi ResearchSanofiFraminghamMassachusetts
| | - Kathryn Wang
- Translational SciencesSanofi ResearchSanofiFraminghamMassachusetts
| | - Tai‐He Xia
- Translational SciencesSanofi ResearchSanofiFraminghamMassachusetts
| | - Martin Kramer
- Translational SciencesSanofi ResearchSanofiFraminghamMassachusetts
| | - Katherine Call
- Translational SciencesSanofi ResearchSanofiFraminghamMassachusetts
| | - Jun Luo
- Research StatisticsSanofi ResearchSanofiFraminghamMassachusetts
| | - Xingyao Wu
- Department of NeurologyCarver College of MedicineUniversity of IowaIowa CityIowa
| | - Riccardo Zuccarino
- Department of NeurologyCarver College of MedicineUniversity of IowaIowa CityIowa
| | - Chelsea Bacon
- Department of NeurologyCarver College of MedicineUniversity of IowaIowa CityIowa
| | - Yunhong Bai
- Department of NeurologyCarver College of MedicineUniversity of IowaIowa CityIowa
| | - John J. Moran
- Waisman Center and Department of Comparative BiosciencesUniversity of WisconsinMadisonWisconsin
| | - Laurie Gutmann
- Department of NeurologyCarver College of MedicineUniversity of IowaIowa CityIowa
| | - Shawna M. E. Feely
- Department of NeurologyCarver College of MedicineUniversity of IowaIowa CityIowa
| | - Tiffany Grider
- Department of NeurologyCarver College of MedicineUniversity of IowaIowa CityIowa
| | - Alexander M. Rossor
- National Hospital for Neurology and NeurosurgeryUniversity College LondonLondonUnited Kingdom
| | - Mary M. Reilly
- National Hospital for Neurology and NeurosurgeryUniversity College LondonLondonUnited Kingdom
| | - John Svaren
- Waisman Center and Department of Comparative BiosciencesUniversity of WisconsinMadisonWisconsin
| | - Michael E. Shy
- Department of NeurologyCarver College of MedicineUniversity of IowaIowa CityIowa
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Kim HS, Yoon YC, Choi BO, Jin W, Cha JG. Muscle fat quantification using magnetic resonance imaging: case-control study of Charcot-Marie-Tooth disease patients and volunteers. J Cachexia Sarcopenia Muscle 2019; 10:574-585. [PMID: 30873759 PMCID: PMC6596397 DOI: 10.1002/jcsm.12415] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 01/27/2019] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND This study aimed to evaluate the potential value of 3D multiple gradient echo Dixon-based magnetic resonance imaging (MRI) sequence as a tool for thigh intramuscular fat quantification in Charcot-Marie-Tooth disease (CMT) patients. METHODS A prospective comparison study comprising 18 CMT patients and 18 age/sex-matched volunteers was performed. MRI including 3D multiple gradient echo Dixon-based imaging was performed for each subject. Region of interest analyses were performed at the upper and lower third of both thighs. The two-sample t-test or Wilcoxon rank sum test was used for intergroup comparison of the mean muscle fat fraction. Intraclass correlation coefficients were used to evaluate the interobserver agreement and test-retest reproducibility. Semiquantitive analysis using the Goutallier classification (Grades 0-4) was performed on T1-weighted images in upper thigh muscles. For Goutallier Grade 0 muscles, comparison of the mean intramuscular fat fraction between volunteers and CMT patients was performed. RESULTS The interobserver agreements were excellent for all measurements (intraclass correlation coefficients > 0.8). Mean muscle fat fractions were significantly higher in all the measured muscles of CMT patients (P < 0.05) except in the adductor magnus in the upper thigh (P = 0.109). Goutallier Grade 0 muscles of the CMT patients showed a significantly higher mean fat fraction compared with that of the volunteers (P < 0.05). CONCLUSIONS 3D multiple gradient echo Dixon-based MRI is a reproducible and sensitive technique which can reveal a significant difference in the fat fraction of thigh muscle, including comparison between Goutallier Grade 0 muscles, between CMT patients and volunteers.
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Affiliation(s)
- Hyun Su Kim
- Department of Radiology, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Seoul, South Korea
| | - Young Cheol Yoon
- Department of Radiology, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Seoul, South Korea
| | - Byung-Ok Choi
- Department of Neurology, Samsung Medical Center, School of Medicine, Sungkyunkwan University, Seoul, South Korea
| | - Wook Jin
- Department of Radiology, Kyung Hee University Hospital at Gangdong, Seoul, South Korea
| | - Jang Gyu Cha
- Department of Radiology, Soonchunhyang University Bucheon Hospital, Bucheon, South Korea
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41
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Svaren J, Moran JJ, Wu X, Zuccarino R, Bacon C, Bai Y, Ramesh R, Gutmann L, Anderson DM, Pavelec D, Shy ME. Schwann cell transcript biomarkers for hereditary neuropathy skin biopsies. Ann Neurol 2019; 85:887-898. [PMID: 30945774 DOI: 10.1002/ana.25480] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 04/02/2019] [Accepted: 04/03/2019] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Charcot-Marie-Tooth (CMT) disease is most commonly caused by duplication of a chromosomal segment surrounding Peripheral Myelin Protein 22, or PMP22 gene, which is classified as CMT1A. Several candidate therapies reduce Pmp22 mRNA levels in CMT1A rodent models, but development of biomarkers for clinical trials in CMT1A is a challenge given its slow progression and difficulty in obtaining nerve samples. Quantitative PCR measurements of PMP22 mRNA in dermal nerves were performed using skin biopsies in human clinical trials for CMT1A, but this approach did not show increased PMP22 mRNA in CMT1A patients compared to controls. One complicating factor is the variable amounts of Schwann cells (SCs) in skin. The objective of the study was to develop a novel method for precise evaluation of PMP22 levels in skin biopsies that can discriminate CMT1A patients from controls. METHODS We have developed methods to normalize PMP22 transcript levels to SC-specific genes that are not altered by CMT1A status. Several CMT1A-associated genes were assembled into a custom Nanostring panel to enable precise transcript measurements that can be normalized to variable SC content. RESULTS The digital expression data from Nanostring analysis showed reproducible elevation of PMP22 levels in CMT1A versus control skin biopsies, particularly after normalization to SC-specific genes. INTERPRETATION This platform should be useful in clinical trials for CMT1A as a biomarker of target engagement that can be used to optimize dosing, and the same normalization framework is applicable to other types of CMT. ANN NEUROL 2019;85:887-898.
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Affiliation(s)
- John Svaren
- Waisman Center, University of Wisconsin-Madison, Madison, WI.,Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI
| | - John J Moran
- Waisman Center, University of Wisconsin-Madison, Madison, WI
| | - Xingyao Wu
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Riccardo Zuccarino
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA.,Neuromuscular Omnicentre (NEMO)-Fondazione Serena Onlus, Arenzano, Italy
| | - Chelsea Bacon
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Yunhong Bai
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Raghu Ramesh
- Waisman Center, University of Wisconsin-Madison, Madison, WI
| | - Laurie Gutmann
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Daniel M Anderson
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Derek Pavelec
- Biotechnology Center, University of Wisconsin-Madison, Madison, WI
| | - Michael E Shy
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, IA
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Dahlqvist JR, Fornander F, de Stricker Borch J, Oestergaard ST, Poulsen NS, Vissing J. Disease progression and outcome measures in spinobulbar muscular atrophy. Ann Neurol 2018; 84:754-765. [PMID: 30255951 DOI: 10.1002/ana.25345] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Revised: 09/18/2018] [Accepted: 09/19/2018] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Spinal and bulbar muscular atrophy (SBMA) is a slowly progressive disease with weakness of bulbar and extremity muscles. There is no curative treatment for the disease, but several clinical trials have been conducted over the past years. The results from these trials have uncovered a great need to develop quantitative, reliable outcome measures. In this study, we prospectively investigated disease progression over 18 months in 29 patients with genetically confirmed SBMA, using quantitative outcome measures, including Dixon magnetic resonance imaging (MRI). METHODS We used MRI to assess changes in muscle fat content and stationary dynamometry to assess changes in muscle strength. Disease progression was also investigated with the SBMA functional rating scale, bulbar rating scale, 6-minute walk test, and blood samples, among others. RESULTS Mean muscle fat content, muscle strength in knee extensors, handgrip strength, walking distance, and creatinine levels changed significantly. Mean muscle fat content increased by 2 ± 1.25%, and knee extension strength decreased from 83 ± 60 to 76 ± 56Nm, handgrip strength from 31 ± 13 to 29 ± 13kg, walking distance from 362 ± 216 to 336 ± 219m, and creatinine level from 58 ± 21 to 54 ± 20 μmol/l. Functional rating scores did not change. INTERPRETATION The present study demonstrates a slow and steady disease progression in SBMA. Dixon MRI detected increases in muscle fat content in all investigated muscles and is therefore a suitable candidate for an outcome measure in natural history or treatment studies in SBMA. The 6-minute walk test and handgrip strength also seem to be reliable outcome measures for SBMA. Ann Neurol 2018;84:762-773.
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Affiliation(s)
- Julia R Dahlqvist
- Copenhagen Neuromuscular Center, Section 3342, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Freja Fornander
- Copenhagen Neuromuscular Center, Section 3342, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Josefine de Stricker Borch
- Copenhagen Neuromuscular Center, Section 3342, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Sofie T Oestergaard
- Copenhagen Neuromuscular Center, Section 3342, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Nanna S Poulsen
- Copenhagen Neuromuscular Center, Section 3342, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - John Vissing
- Copenhagen Neuromuscular Center, Section 3342, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
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