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White MS, Ogier AC, Chenevert TL, Zucker E, Stoneback L, Michel CP, Palmieri-Smith RM, Lepley LK. Beyond weakness: Exploring intramuscular fat and quadriceps atrophy in ACLR recovery. J Orthop Res 2024. [PMID: 38824275 DOI: 10.1002/jor.25910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Revised: 04/19/2024] [Accepted: 05/16/2024] [Indexed: 06/03/2024]
Abstract
Muscle weakness following anterior cruciate ligament reconstruction (ACLR) increases the risk of posttraumatic osteoarthritis (OA). However, focusing solely on muscle weakness overlooks other aspects like muscle composition, which could hinder strength recovery. Intramuscular fat is a non-contractile element linked to joint degeneration in idiopathic OA, but its role post-ACLR has not been thoroughly investigated. To bridge this gap, we aimed to characterize quadriceps volume and intramuscular fat in participants with ACLR (male/female = 15/9, age = 22.8 ± 3.6 years, body mass index [BMI] = 23.2 ± 1.9, time since surgery = 3.3 ± 0.9 years) and in controls (male/female = 14/10, age = 22.0 ± 3.1 years, BMI = 23.3 ± 2.6) while also exploring the associations between intramuscular fat and muscle volume with isometric strength. Linear mixed effects models assessed (I) muscle volume, (II) intramuscular fat, and (III) strength between limbs (ACLR vs. contralateral vs. control). Regression analyses were run to determine if intramuscular fat or volume were associated with quadriceps strength. The ACLR limb was 8%-11% smaller than the contralateral limb (p < 0.05). No between-limb differences in intramuscular fat were observed (p 0.091-0.997). Muscle volume but not intramuscular fat was associated with strength in the ACLR and control limbs (p < 0.001-0.002). We demonstrate that intramuscular fat does not appear to be an additional source of quadriceps dysfunction following ACLR and that muscle size only explains some of the variance in muscle strength.
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Affiliation(s)
- McKenzie S White
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Augustin C Ogier
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
| | - Thomas L Chenevert
- Department of Radiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Elizabeth Zucker
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Luke Stoneback
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
| | | | | | - Lindsey K Lepley
- School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA
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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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Wong CJ, Friedman SD, Snider L, Bennett SR, Jones TI, Jones PL, Shaw DWW, Blemker SS, Riem L, DuCharme O, Lemmers RJFL, van der Maarel SM, Wang LH, Tawil R, Statland JM, Tapscott SJ. Regional and bilateral MRI and gene signatures in facioscapulohumeral dystrophy: implications for clinical trial design and mechanisms of disease progression. Hum Mol Genet 2024; 33:698-708. [PMID: 38268317 PMCID: PMC11000661 DOI: 10.1093/hmg/ddae007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 11/11/2023] [Accepted: 01/02/2024] [Indexed: 01/26/2024] Open
Abstract
Identifying the aberrant expression of DUX4 in skeletal muscle as the cause of facioscapulohumeral dystrophy (FSHD) has led to rational therapeutic development and clinical trials. Several studies support the use of MRI characteristics and the expression of DUX4-regulated genes in muscle biopsies as biomarkers of FSHD disease activity and progression. We performed lower-extremity MRI and muscle biopsies in the mid-portion of the tibialis anterior (TA) muscles bilaterally in FSHD subjects and validated our prior reports of the strong association between MRI characteristics and expression of genes regulated by DUX4 and other gene categories associated with FSHD disease activity. We further show that measurements of normalized fat content in the entire TA muscle strongly predict molecular signatures in the mid-portion of the TA, indicating that regional biopsies can accurately measure progression in the whole muscle and providing a strong basis for inclusion of MRI and molecular biomarkers in clinical trial design. An unanticipated finding was the strong correlations of molecular signatures in the bilateral comparisons, including markers of B-cells and other immune cell populations, suggesting that a systemic immune cell infiltration of skeletal muscle might have a role in disease progression.
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Affiliation(s)
- Chao-Jen Wong
- Division of Human Biology, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA 98109, United States
| | - Seth D Friedman
- Department of Radiology, Seattle Children’s Hospital, 4540 Sandpoint Way, Seattle, WA 98105, United States
| | - Lauren Snider
- Division of Human Biology, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA 98109, United States
| | - Sean R Bennett
- Division of Human Biology, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA 98109, United States
| | - Takako I Jones
- Department of Pharmacology, University of Nevada, Reno School of Medicine, 1664 North Virginia Street, Reno, NV 89557, United States
| | - Peter L Jones
- Department of Pharmacology, University of Nevada, Reno School of Medicine, 1664 North Virginia Street, Reno, NV 89557, United States
| | - Dennis W W Shaw
- Department of Radiology, Seattle Children’s Hospital, 4540 Sandpoint Way, Seattle, WA 98105, United States
| | - Silvia S Blemker
- Springbok Analytics, 100 W South St, Charlottesville, VA 22902, United States
| | - Lara Riem
- Springbok Analytics, 100 W South St, Charlottesville, VA 22902, United States
| | - Olivia DuCharme
- Springbok Analytics, 100 W South St, Charlottesville, VA 22902, United States
| | - Richard J F L Lemmers
- Department of Human Genetics, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, The Netherlands
| | - Silvère M van der Maarel
- Department of Human Genetics, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, The Netherlands
| | - Leo H Wang
- Department of Neurology, University of Washington, 1959 NE Pacific St, Seattle, WA 98105, United States
| | - Rabi Tawil
- Department of Neurology, University of Rochester Medical Center, 601 Elm St, Rochester, NY 14642, United States
| | - Jeffrey M Statland
- Department of Neurology, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KA 66160, United States
| | - Stephen J Tapscott
- Division of Human Biology, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA 98109, United States
- Department of Neurology, University of Washington, 1959 NE Pacific St, Seattle, WA 98105, United States
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Vincenten SCC, Voermans NC, Cameron D, van Engelen BGM, van Alfen N, Mul K. The complementary use of muscle ultrasound and MRI in FSHD: Early versus later disease stage follow-up. Clin Neurophysiol 2024:S1388-2457(24)00064-6. [PMID: 38521678 DOI: 10.1016/j.clinph.2024.02.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 02/09/2024] [Accepted: 02/28/2024] [Indexed: 03/25/2024]
Abstract
OBJECTIVES Muscle MRI and ultrasound provide complementary techniques for characterizing muscle changes and tracking disease progression in facioscapulohumeral muscular dystrophy (FSHD). In this cohort study, we provide longitudinal data that compares both imaging modalities head-to-head. METHODS FSHD patients were assessed at baseline and after five years. Standardized muscle MRI and ultrasound images of five leg muscles were assessed bilaterally. Fat replacement was quantified using MRI fat-fraction (FF) and ultrasound Heckmatt and echogenicity z-scores (EZ-score). Muscle edema was evaluated using T2-weighted turbo inversion recovery magnitude (TIRM) MRI. RESULTS Twenty FSHD patients were included. Muscles with normal baseline imaging showed increases in ultrasound EZ-scores (≥1; in 17%) more often than MRI FF increases (≥10%; in 7%) over time. Muscles with only baseline ultrasound abnormalities often showed considerable FF increases (in 22%), and TIRM positivity at follow-up (44%). Muscles with increased FF at baseline showed stable (80%) or increasing FF (20%) over time. EZ-scores of those muscles either increased (23%), decreased (33%) or remained stable (44%). CONCLUSIONS Muscle ultrasound may capture accelerated pathological muscle changes in FSHD in early disease, while muscle MRI appears better-suited to detecting and monitoring pathology in later stages. SIGNIFICANCE Our results help establish each techniques' optimal use as imaging biomarker.
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Affiliation(s)
- Sanne C C Vincenten
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Clinical Neuromuscular Imaging Group, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Nicol C Voermans
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Donnie Cameron
- Clinical Neuromuscular Imaging Group, Radboud University Medical Center, Nijmegen, The Netherlands; Department of Medical Imaging, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Baziel G M van Engelen
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Nens van Alfen
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands; Clinical Neuromuscular Imaging Group, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Karlien Mul
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, The Netherlands
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