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August 30, 2022; 99 (9) Research Articles

Quantitative Muscle Analysis in FSHD Using Whole-Body Fat-Referenced MRI

Composite Scores for Longitudinal and Cross-sectional Analysis

Michelle L. Mellion, View ORCID ProfilePer Widholm, View ORCID ProfileMarkus Karlsson, André Ahlgren, Rabi Tawil, Kathryn R. Wagner, View ORCID ProfileJeffrey M. Statland, Leo Wang, Perry B. Shieh, Baziel G.M. van Engelen, Joost Kools, Lucienne Ronco, Adefowope Odueyungbo, John Jiang, Jay J. Han, Maya Hatch, Jeanette Towles, Olof Dahlqvist Leinhard, Diego Cadavid
First published June 24, 2022, DOI: https://doi.org/10.1212/WNL.0000000000200757
Michelle L. Mellion
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Per Widholm
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Markus Karlsson
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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André Ahlgren
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Rabi Tawil
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Kathryn R. Wagner
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Jeffrey M. Statland
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Leo Wang
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Perry B. Shieh
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Baziel G.M. van Engelen
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Joost Kools
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Lucienne Ronco
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Adefowope Odueyungbo
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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John Jiang
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Jay J. Han
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Maya Hatch
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Jeanette Towles
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Olof Dahlqvist Leinhard
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Diego Cadavid
From Fulcrum Therapeutics (M.L.M., L.R., A.O., J.J., D.C.), Cambridge, MA; AMRA Medical AB (P.W., M.K., A.A., O.D.L.), Linköping; Departments of Radiology and Health (P.W.), Medicine and Caring Sciences, Linköping University; Centre for Medical Image Science and Visualization (CMIV) (P.W.), Linköping University, Sweden; University of Rochester Medical Center (R.T.), Rochester, NY; Kennedy Krieger Institute (K.R.W.), Johns Hopkins School of Medicine, Baltimore, MD; University of Kansas Medical Center (J.M.S.), Kansas City; University of Washington (L.W.), Seattle; Ronald Reagan UCLA Medical Center (P.B.S.), Los Angeles, CA; Radboud University Medical Center (B.G.M.E., J.K.), Nijmegen, the Netherlands; University of California-Irvine (J.J.H., M.H.), Orange; Synterex Inc. (J.T.), Dedham, MA; and Linköping University (O.D.L.), Sweden. Dr. Kools is currently at the Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands.
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Quantitative Muscle Analysis in FSHD Using Whole-Body Fat-Referenced MRI
Composite Scores for Longitudinal and Cross-sectional Analysis
Michelle L. Mellion, Per Widholm, Markus Karlsson, André Ahlgren, Rabi Tawil, Kathryn R. Wagner, Jeffrey M. Statland, Leo Wang, Perry B. Shieh, Baziel G.M. van Engelen, Joost Kools, Lucienne Ronco, Adefowope Odueyungbo, John Jiang, Jay J. Han, Maya Hatch, Jeanette Towles, Olof Dahlqvist Leinhard, Diego Cadavid
Neurology Aug 2022, 99 (9) e877-e889; DOI: 10.1212/WNL.0000000000200757

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Abstract

Background and Objectives Facioscapulohumeral muscular dystrophy (FSHD) is a rare, debilitating disease characterized by progressive muscle weakness. MRI is a sensitive assessment of disease severity and progression. We developed a quantitative whole-body (WB) musculoskeletal MRI (WB-MSK-MRI) protocol analyzing muscles in their entirety. This study aimed to assess WB-MSK-MRI as a potential imaging biomarker providing reliable measurements of muscle health that capture disease heterogeneity and clinically meaningful composite assessments correlating with severity and more responsive to change in clinical trials.

Methods Participants aged 18–65 years, with genetically confirmed FSHD1, clinical severity 2 to 4 (Ricci scale, range 0–5), and ≥1 short tau inversion recovery–positive lower extremity muscle eligible for needle biopsy, enrolled at 6 sites and were imaged twice 4–12 weeks apart. Volumetric analysis of muscle fat infiltration (MFI), muscle fat fraction (MFF), and lean muscle volume (LMV) in 18 (36 total) muscles from bilateral shoulder, proximal arm, trunk, and legs was performed after automated atlas-based segmentation, followed by manual verification. A WB composite score, including muscles at highest risk for progression, and functional cross-sectional composites for correlation with relevant functional outcomes including timed up and go (TUG), FSHD-TUG, and reachable workspace (RWS), were developed.

Results Seventeen participants enrolled in this study; 16 follow-up MRIs were performed at 52 days (range 36–85 days). Functional cross-sectional composites (MFF and MFI) showed moderate to strong correlations: TUG (ρ = 0.71, ρ = 0.83), FSHD-TUG (ρ = 0.73, ρ = 0.73), and RWS (left arm: ρ = −0.71, ρ = −0.53; right arm: ρ = −0.61, ρ = −0.65). WB composite variability: LMVtot, coefficient of variation (CV) 1.9% and 3.4%; MFFtot, within-subject SD (Sw) 0.5% and 1.5%; and MFItot (Sw), 0.3% and 0.4% for normal and intermediate muscles, respectively. CV and Sw were higher in intermediate (MFI ≥0.10; MFF <0.50) than in normal (MFI <0.10, MFF <0.50) muscles.

Discussion We developed a WB-MSK-MRI protocol and composite measures that capture disease heterogeneity and assess muscle involvement as it correlates with FSHD-relevant clinical endpoints. Functional composites robustly correlate with functional assessments. Stability of the WB composite shows that it could be an assessment of change in therapeutic clinical trials.

Classification of Evidence This study provides Class II evidence that quantitative WB-MSK-MRI findings associate with FSHD1 severity measured using established functional assessments.

Glossary

COA=
clinical outcome assessment;
CV=
coefficient of variation;
FSHD=
facioscapulohumeral muscular dystrophy;
LMV=
lean muscle volume;
MFF=
muscle fat fraction;
MFI=
muscle fat infiltration;
NMD=
neuromuscular disorder;
RSA=
relative surface area;
RWS=
reachable workspace;
SQI=
signal quality issue;
STIR=
short tau inversion recovery;
Sw=
within-subject SD;
TMV=
total muscle volume;
TUG=
timed up and go;
WB-MSK-MRI=
whole-body musculoskeletal MRI

Footnotes

  • Go to Neurology.org/N for full disclosures. Funding information and disclosures deemed relevant by the authors, if any, are provided at the end of the article.

  • ↵* These authors contributed equally to this work as co-first authors.

  • Submitted and externally peer reviewed. The handling editors were Anthony Amato, MD, FAAN.

  • Class of Evidence: NPub.org/coe

  • Received September 13, 2021.
  • Accepted in final form April 6, 2022.
  • © 2022 American Academy of Neurology
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