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1.
Ann Clin Transl Neurol ; 10(8): 1442-1455, 2023 08.
Article En | MEDLINE | ID: mdl-37483011

OBJECTIVE: FHL1-related reducing body myopathy is an ultra-rare, X-linked dominant myopathy. In this cross-sectional study, we characterize skeletal muscle ultrasound, muscle MRI, and cardiac MRI findings in FHL1-related reducing body myopathy patients. METHODS: Seventeen patients (11 male, mean age 35.4, range 12-76 years) from nine independent families with FHL1-related reducing body myopathy underwent clinical evaluation, muscle ultrasound (n = 11/17), and lower extremity muscle MRI (n = 14/17), including Dixon MRI (n = 6/17). Muscle ultrasound echogenicity was graded using a modified Heckmatt scale. T1 and STIR axial images of the lower extremity muscles were evaluated for pattern and distribution of abnormalities. Quantitative analysis of intramuscular fat fraction was performed using the Dixon MRI images. Cardiac studies included electrocardiogram (n = 15/17), echocardiogram (n = 17/17), and cardiac MRI (n = 6/17). Cardiac muscle function, T1 maps, T2-weighted black blood images, and late gadolinium enhancement patterns were analyzed. RESULTS: Muscle ultrasound showed a distinct pattern of increased echointensity in skeletal muscles with a nonuniform, multifocal, and "geographical" distribution, selectively involving the deeper fascicles of muscles such as biceps and tibialis anterior. Lower extremity muscle MRI showed relative sparing of gluteus maximus, rectus femoris, gracilis, and lateral gastrocnemius muscles and an asymmetric and multifocal, "geographical" pattern of T1 hyperintensity within affected muscles. Cardiac studies revealed mild and nonspecific abnormalities on electrocardiogram and echocardiogram with unremarkable cardiac MRI studies. INTERPRETATION: Skeletal muscle ultrasound and muscle MRI reflect the multifocal aggregate formation in muscle in FHL1-related reducing body myopathy and are practical and informative tools that can aid in diagnosis and monitoring of disease progression.


Contrast Media , Muscular Diseases , Humans , Male , Child , Adolescent , Young Adult , Adult , Middle Aged , Aged , Cross-Sectional Studies , Muscle Proteins , Gadolinium , Muscle, Skeletal/diagnostic imaging , Muscular Diseases/diagnostic imaging , Muscular Diseases/genetics , Intracellular Signaling Peptides and Proteins , LIM Domain Proteins/genetics
2.
NMR Biomed ; 36(3): e4869, 2023 03.
Article En | MEDLINE | ID: mdl-36331178

Rodent models of Duchenne muscular dystrophy (DMD) often do not recapitulate the severity of muscle wasting and resultant fibro-fatty infiltration observed in DMD patients. Having recently documented severe muscle wasting and fatty deposition in two preclinical models of muscular dystrophy (Dysferlin-null and mdx mice) through apolipoprotein E (ApoE) gene deletion without and with cholesterol-, triglyceride-rich Western diet supplementation, we sought to determine whether magnetic resonance imaging and spectroscopy (MRI and MRS, respectively) could be used to detect, characterize, and compare lipid deposition in mdx-ApoE knockout with mdx mice in a diet-dependent manner. MRI revealed that both mdx and mdx-ApoE mice exhibited elevated proton relaxation time constants (T2 ) in their lower hindlimbs irrespective of diet, indicating both chronic muscle damage and fatty tissue deposition. The mdx-ApoE mice on a Western diet (mdx-ApoEW ) presented with greatest fatty tissue infiltration in the posterior compartment of the hindlimb compared with other groups, as detected by MRI/MRS. High-resolution magic angle spinning confirmed elevated lipid deposition in the posterior compartments of mdx-ApoEW mice in vivo and ex vivo, respectively. In conclusion, the mdx-ApoEW model recapitulates some of the extreme fatty tissue deposition observed clinically in DMD muscle but typically absent in mdx mice. This preclinical model will help facilitate the development of new imaging modalities directly relevant to the image contrast generated in DMD, and help to refine MR-based biomarkers and their relationship to tissue structure and disease progression.


Muscular Dystrophy, Duchenne , Animals , Mice , Muscular Dystrophy, Duchenne/diagnostic imaging , Muscular Dystrophy, Duchenne/pathology , Mice, Inbred mdx , Muscle, Skeletal/diagnostic imaging , Muscle, Skeletal/pathology , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Cholesterol , Apolipoproteins E , Disease Models, Animal
3.
BMC Cardiovasc Disord ; 22(1): 260, 2022 06 09.
Article En | MEDLINE | ID: mdl-35681116

BACKGROUND: The lack of dystrophin in cardiomyocytes in Duchenne muscular dystrophy (DMD) is associated with progressive decline in cardiac function eventually leading to death by 20-40 years of age. The aim of this prospective study was to determine rate of progressive decline in left ventricular (LV) function in Duchenne muscular dystrophy (DMD) over 5 years. METHODS: Short axis cine and grid tagged images of the LV were acquired in individuals with DMD (n = 59; age = 5.3-18.0 years) yearly, and healthy controls at baseline (n = 16, age = 6.0-18.3 years) on a 3 T MRI scanner. Grid-tagged images were analyzed for composite circumferential strain (ℇcc%) and ℇcc% in six mid LV segments. Cine images were analyzed for left ventricular ejection fraction (LVEF), LV mass (LVM), end-diastolic volume (EDV), end-systolic volume (ESV), LV atrioventricular plane displacement (LVAPD), and circumferential uniformity ratio estimate (CURE). LVM, EDV, and ESV were normalized to body surface area for a normalized index of LVM (LVMI), EDV (EDVI) and ESV (ESVI). RESULTS: At baseline, LV ℇcc% was significantly worse in DMD compared to controls and five of the six mid LV segments demonstrated abnormal strain in DMD. Longitudinal measurements revealed that ℇcc% consistently declined in individuals with DMD with the inferior segments being more affected. LVEF progressively declined between 3 to 5 years post baseline visit. In a multivariate analysis, the use of cardioprotective drugs trended towards positively impacting cardiac measures while loss of ambulation and baseline age were associated with negative impact. Eight out of 17 cardiac parameters reached a minimal clinically important difference with a threshold of 1/3 standard deviation. CONCLUSION: The study shows a worsening of circumferential strain in dystrophic myocardium. The findings emphasize the significance of early and longitudinal assessment of cardiac function in DMD and identify early biomarkers of cardiac dysfunction to help design clinical trials to mitigate cardiac pathology. This study provides valuable non-invasive and non-contrast based natural history data of cardiac changes which can be used to design clinical trials or interpret the results of current trials aimed at mitigating the effects of decreased cardiac function in DMD.


Cardiomyopathies , Muscular Dystrophy, Duchenne , Adolescent , Child , Child, Preschool , Humans , Magnetic Resonance Imaging , Magnetic Resonance Imaging, Cine/methods , Muscular Dystrophy, Duchenne/complications , Muscular Dystrophy, Duchenne/diagnostic imaging , Prospective Studies , Stroke Volume , Ventricular Function, Left
4.
Chest ; 161(3): 753-763, 2022 03.
Article En | MEDLINE | ID: mdl-34536384

BACKGROUND: Expiratory muscle weakness and impaired airway clearance are early signs of respiratory dysfunction in Duchenne muscular dystrophy (DMD), a degenerative muscle disorder in which muscle cells are damaged and replaced by fibrofatty tissue. Little is known about expiratory muscle pathology and its relationship to cough and airway clearance capacity; however, the level of muscle replacement by fat can be estimated using MRI and expressed as a fat fraction (FF). RESEARCH QUESTION: How does abdominal expiratory muscle fatty infiltration change over time in DMD and relate to clinical expiratory function? STUDY DESIGN AND METHODS: Individuals with DMD underwent longitudinal MRI of the abdomen to determine FF in the internal oblique, external oblique, and rectus abdominis expiratory muscles. FF data were used to estimate a model of expiratory muscle degeneration by using nonlinear mixed effects and a cumulative distribution function. FVC, maximal inspiratory and expiratory pressures, and peak cough flow were collected as clinical correlates to MRI. RESULTS: Forty individuals with DMD (aged 6-18 years at baseline) participated in up to five visits over 36 months. Modeling estimated the internal oblique progresses most quickly and reached 50% replacement by fat at a mean patient age of 13.0 years (external oblique, 14.0 years; rectus abdominis, 16.2 years). Corticosteroid-untreated individuals (n = 4) reached 50% muscle replacement by fat 3 to 4 years prior to treated individuals. Individuals with mild clinical dystrophic phenotypes (n = 3) reached 50% muscle replacement by fat 4 to 5 years later than corticosteroid-treated individuals. Internal and external oblique FFs near 50% were associated with maximal expiratory pressures < 60 cm H2O and peak cough flows < 270 L/min. INTERPRETATION: These data improve understanding of the early phase of respiratory compromise in DMD, which typically presents as airway clearance dysfunction prior to the onset of hypoventilation, and links expiratory muscle fatty infiltration to pulmonary function measures.


Muscular Dystrophy, Duchenne , Adrenal Cortex Hormones/therapeutic use , Cough , Humans , Magnetic Resonance Imaging , Muscular Dystrophy, Duchenne/complications , Muscular Dystrophy, Duchenne/diagnostic imaging , Respiratory Muscles
5.
NMR Biomed ; 35(3): e4659, 2022 03.
Article En | MEDLINE | ID: mdl-34841594

31 Phosphorus magnetic resonance spectroscopy (31 P-MRS) has been shown to detect altered energetic status (e.g. the ratio of inorganic phosphate to phosphocreatine: Pi/PCr), intracellular acid-base status, and free intracellular magnesium ([Mg2+ ]) in dystrophic muscle compared with unaffected muscle; however, the causes of these differences are not well understood. The purposes of this study were to examine 31 P-MRS indices of energetic status and sarcolemma integrity in young mdx mice compared with wild-type and to evaluate the effects of downhill running to induce muscle damage on 31 P-MRS indices in dystrophic muscle. In vivo 31 P-MRS spectra were acquired from the posterior hindlimb muscles in young (4-10 weeks of age) mdx (C57BL/10ScSn-DMDmdx) and wild-type (C57BL/10ScSnJ) mice using an 11.1-T MR system. The flux of phosphate from PCr to ATP was estimated by 31 P-MRS saturation transfer experiments. Relative concentrations of high-energy phosphates were measured, and intracellular pH and [Mg2+ ] were calculated. 1 H2 O-T2 was measured using single-voxel 1 H-MRS from the gastrocnemius and soleus using a 4.7-T MR system. Downhill treadmill running was performed in a subset of mice. Young mdx mice were characterized by elevated 1 H2 O-T2 (p < 0.01), Pi/PCr (p = 0.02), PCr to ATP flux (p = 0.04) and histological inflammatory markers (p < 0.05) and reduced (p < 0.01) [Mg2+ ] compared with wild-type. Furthermore, 24 h after downhill running, an increase (p = 0.02) in Pi/PCr was observed in mdx and wild-type mice compared with baseline, and a decrease (p < 0.001) in [Mg2+ ] and a lower (p = 0.048) intracellular [H+ ] in damaged muscle regions of mdx mice were observed, consistent with impaired sarcolemma integrity. Overall, our findings demonstrate that 31 P-MRS markers of energetic status and sarcolemma integrity are altered in young mdx compared with wild-type mice, and these indices are exacerbated following downhill running.


Energy Metabolism , Muscular Dystrophy, Animal/metabolism , Sarcolemma/metabolism , Adenosine Triphosphate/metabolism , Animals , Magnetic Resonance Spectroscopy/methods , Mice , Mice, Inbred C57BL , Mice, Inbred mdx , Phosphocreatine/metabolism , Phosphorus , Physical Conditioning, Animal
6.
Int J Cardiol ; 338: 196-203, 2021 09 01.
Article En | MEDLINE | ID: mdl-34126132

BACKGROUND: Ischemic heart disease and the resulting heart failure continue to carry high morbidity and mortality, and a breakthrough in our understanding of this disorder is needed. The adult spiny mouse (Acomys cahirinus) has evolved the remarkable capacity to regenerate full-thickness skin tissue, including microvasculature and cartilage, without fibrosis or scarring. We hypothesized that lack of scarring and resulting functional regeneration also applies to the adult Acomys heart. METHODS AND RESULTS: We compared responses of the Acomys heart to CD1 outbred Mus heart following acute left anterior descending coronary artery ligation to induce myocardial infarction. Both Acomys and Mus hearts showed decreased ejection fraction (EF) after ligation. However, Acomys hearts showed significant EF recovery to pre-ligation values over four weeks. Histological analysis showed comparable infarct area 24-h after ligation with a similar collateral flow in both species' hearts, but subsequently, Acomys displayed reduced infarct size, regenerated microvasculature, and increased cell proliferative activity in the infarcted area. CONCLUSIONS: These observations suggest that adult Acomys displays remarkable cardiac recovery properties after acute coronary artery occlusion and may be a useful model to understand functional recovery better. TRANSLATIONAL PERSPECTIVE: Adult Acomys provides a novel mammalian model to further investigate the cardioprotective and regenerative signaling mechanisms in adult mammals. This opens the door to breakthrough treatment strategies for the injured myocardium and help millions of patients with heart failure secondary to tissue injury with irreversible damage.


Regeneration , Skin , Adult , Animals , Cicatrix , Fibrosis , Humans , Murinae , Skin/pathology
7.
J Appl Physiol (1985) ; 131(1): 83-94, 2021 07 01.
Article En | MEDLINE | ID: mdl-34013753

Duchenne muscular dystrophy (DMD) is characterized by a progressive replacement of muscle by fat and fibrous tissue, muscle weakness, and loss of functional abilities. Impaired vasodilatory and blood flow responses to muscle activation have also been observed in DMD and associated with mislocalization of neuronal nitric oxide synthase mu (nNOSµ) from the sarcolemma. The objective of this study was to determine whether the postcontractile blood oxygen level-dependent (BOLD) MRI response is impaired in DMD and correlated with established markers of disease severity in DMD, including MRI muscle fat fraction (FF) and clinical functional measures. Young boys with DMD (n = 16, 5-14 yr) and unaffected controls (n = 16, 5-14 yr) were evaluated using postcontractile BOLD, FF, and functional assessments. The BOLD response was measured following five brief (2 s) maximal voluntary dorsiflexion contractions, each separated by 1 min of rest. FFs from the anterior compartment lower leg muscles were quantified via chemical shift-encoded imaging. Functional abilities were assessed using the 10 m walk/run and the 6-min walk distance (6MWD). The peak BOLD responses in the tibialis anterior and extensor digitorum longus were reduced (P < 0.001) in DMD compared with controls. Furthermore, the anterior compartment peak BOLD response correlated with function (6MWD ρ = 0.87, P < 0.0001; 10 m walk/run time ρ = -0.78, P < 0.001) and FF (ρ = -0.52, P = 0.05). The reduced postcontractile BOLD response in DMD may reflect impaired microvascular function. The relationship observed between the postcontractile peak BOLD response and functional measures and FF suggests that the BOLD response is altered with disease severity in DMD.NEW & NOTEWORTHY This study examined the postcontractile blood oxygen level-dependent (BOLD) response in boys with Duchenne muscular dystrophy (DMD) and unaffected controls, and correlated this measure to markers of disease severity. Our findings indicate that the postcontractile BOLD response is impaired in DMD after brief muscle contractions, is correlated to disease severity, and may be valuable to implement in future studies to evaluate treatments targeting microvascular function in DMD.


Muscular Dystrophy, Duchenne , Humans , Leg , Magnetic Resonance Imaging , Male , Muscle Contraction , Muscle, Skeletal
8.
Muscle Nerve ; 63(3): 320-326, 2021 03.
Article En | MEDLINE | ID: mdl-33295018

BACKGROUND: This two-part study explored the safety, feasibility, and efficacy of a mild-moderate resistance isometric leg exercise program in ambulatory boys with Duchenne muscular dystrophy (DMD). METHODS: First, we used a dose escalation paradigm with varying intensity and frequency of leg isometric exercise to determine the dose response and safety in 10 boys. Second, we examined safety and feasibility of a 12-wk in-home, remotely supervised, mild-moderate intensity strengthening program in eight boys. Safety measures included T2 MRI, creatine kinase levels, and pain. Peak strength and function (time to ascend/descend four stairs) were also measured. RESULTS: Dose-escalation revealed no signs of muscle damage. Seven of the eight boys completed the 12-wk in-home program with a compliance of 84.9%, no signs of muscle damage, and improvements in strength (knee extensors P < .01; knee flexors P < .05) and function (descending steps P < .05). CONCLUSIONS: An in-home, mild-moderate intensity leg exercise program is safe with potential to positively impact both strength and function in ambulatory boys with DMD.


Exercise Therapy/methods , Exercise , Muscular Dystrophy, Duchenne/rehabilitation , Child , Creatine Kinase/blood , Feasibility Studies , Hamstring Muscles/diagnostic imaging , Humans , Magnetic Resonance Imaging , Male , Muscle Strength , Muscle, Skeletal/diagnostic imaging , Muscular Dystrophy, Duchenne/blood , Muscular Dystrophy, Duchenne/diagnostic imaging , Quadriceps Muscle/diagnostic imaging , Treatment Outcome
9.
J Neuromuscul Dis ; 7(4): 407-417, 2020.
Article En | MEDLINE | ID: mdl-32538860

Collagen VI-related dystrophies (COL6-RDs) and Duchenne muscular dystrophy (DMD) cause progressive muscle weakness and disability. COL6-RDs are caused by mutations in the COL6 genes (COL6A1, COL6A2 and COL6A3) encoding the extracellular matrix protein collagen VI, and DMD is caused by mutations in the DMD gene encoding the cytoplasmic protein dystrophin. Both COL6-RDs and DMD are characterized by infiltration of the muscles by fatty and fibrotic tissue. This study examined the effect of disease pathology on skeletal muscles in lower extremity muscles of COL6-RDs using timed functional tests, strength measures and qualitative/ quantitative magnetic resonance imaging/spectroscopy measures (MRI/MRS) in comparison to unaffected (control) individuals. Patients with COL6-RD were also compared to age and gender matched patients with DMD.Patients with COL6-RD presented with a typical pattern of fatty infiltration of the muscle giving rise to an apparent halo effect around the muscle, while patients with DMD had evidence of fatty infiltration throughout the muscle areas imaged. Quantitatively, fat fraction, and transverse relaxation time (T2) were elevated in both COL6-RD and DMD patients compared to unaffected (control) individuals. Patients with COL6-RD had widespread muscle atrophy, likely contributing to weakness. In contrast, patients with DMD revealed force deficits even in muscle groups with increased contractile areas.


Collagen Type VI/genetics , Contracture , Lower Extremity , Muscle, Skeletal , Muscular Dystrophies/congenital , Muscular Dystrophy, Duchenne , Adult , Contracture/diagnostic imaging , Contracture/metabolism , Contracture/pathology , Contracture/physiopathology , Cross-Sectional Studies , Female , Humans , Lower Extremity/diagnostic imaging , Lower Extremity/pathology , Lower Extremity/physiopathology , Magnetic Resonance Imaging , Magnetic Resonance Spectroscopy , Male , Middle Aged , Muscle, Skeletal/diagnostic imaging , Muscle, Skeletal/metabolism , Muscle, Skeletal/pathology , Muscle, Skeletal/physiopathology , Muscular Dystrophies/diagnostic imaging , Muscular Dystrophies/metabolism , Muscular Dystrophies/pathology , Muscular Dystrophies/physiopathology , Muscular Dystrophy, Duchenne/diagnostic imaging , Muscular Dystrophy, Duchenne/metabolism , Muscular Dystrophy, Duchenne/pathology , Muscular Dystrophy, Duchenne/physiopathology
10.
Cancer Res ; 80(9): 1861-1874, 2020 05 01.
Article En | MEDLINE | ID: mdl-32132110

Skeletal muscle wasting is a devastating consequence of cancer that contributes to increased complications and poor survival, but is not well understood at the molecular level. Herein, we investigated the role of Myocilin (Myoc), a skeletal muscle hypertrophy-promoting protein that we showed is downregulated in multiple mouse models of cancer cachexia. Loss of Myoc alone was sufficient to induce phenotypes identified in mouse models of cancer cachexia, including muscle fiber atrophy, sarcolemmal fragility, and impaired muscle regeneration. By 18 months of age, mice deficient in Myoc showed significant skeletal muscle remodeling, characterized by increased fat and collagen deposition compared with wild-type mice, thus also supporting Myoc as a regulator of muscle quality. In cancer cachexia models, maintaining skeletal muscle expression of Myoc significantly attenuated muscle loss, while mice lacking Myoc showed enhanced muscle wasting. Furthermore, we identified the myocyte enhancer factor 2 C (MEF2C) transcription factor as a key upstream activator of Myoc whose gain of function significantly deterred cancer-induced muscle wasting and dysfunction in a preclinical model of pancreatic ductal adenocarcinoma (PDAC). Finally, compared with noncancer control patients, MYOC was significantly reduced in skeletal muscle of patients with PDAC defined as cachectic and correlated with MEF2c. These data therefore identify disruptions in MEF2c-dependent transcription of Myoc as a novel mechanism of cancer-associated muscle wasting that is similarly disrupted in muscle of patients with cachectic cancer. SIGNIFICANCE: This work identifies a novel transcriptional mechanism that mediates skeletal muscle wasting in murine models of cancer cachexia that is disrupted in skeletal muscle of patients with cancer exhibiting cachexia.


Cachexia/complications , Cytoskeletal Proteins/metabolism , Eye Proteins/metabolism , Glycoproteins/metabolism , Muscle, Skeletal/metabolism , Muscular Diseases/metabolism , Wasting Syndrome/etiology , Animals , Body Composition , Cachexia/metabolism , Carcinoma, Pancreatic Ductal/complications , Carcinoma, Pancreatic Ductal/metabolism , Cytoskeletal Proteins/deficiency , Cytoskeletal Proteins/genetics , Diaphragm/physiology , Disease Models, Animal , Down-Regulation , Eye Proteins/genetics , Female , Glycoproteins/deficiency , Glycoproteins/genetics , Heterografts , Humans , MEF2 Transcription Factors/metabolism , Male , Mice , Muscle, Skeletal/pathology , Muscular Atrophy , Muscular Diseases/etiology , Neoplasm Proteins/metabolism , Pancreatic Neoplasms/complications , Pancreatic Neoplasms/metabolism , RNA, Messenger/metabolism , Regeneration , Running , Sarcolemma , Wasting Syndrome/metabolism , Wasting Syndrome/prevention & control
11.
J Neurol ; 266(11): 2752-2763, 2019 Nov.
Article En | MEDLINE | ID: mdl-31350642

OBJECTIVE: Duchenne muscular dystrophy (DMD) is characterized by damage to muscles including the muscles involved in respiration. Dystrophic muscles become weak and infiltrated with fatty tissue, resulting in progressive respiratory impairment. The objective of this study was to assess respiratory muscle quality and function in DMD using magnetic resonance imaging and to determine the relationship to clinical respiratory function. METHODS: Individuals with DMD (n = 36) and unaffected controls (n = 12) participated in this cross sectional magnetic resonance imaging study. Participants underwent dynamic imaging of the thorax to assess diaphragm and chest wall mobility and chemical shift-encoded imaging of the chest and abdomen to determine fatty infiltration of the accessory respiratory muscles. Additionally, clinical pulmonary function measures were obtained. RESULTS: Thoracic cavity area was decreased in individuals with DMD compared to controls during tidal and maximal breathing. Individuals with DMD had reduced chest wall movement in the anterior-posterior direction during maximal inspirations and expirations, but diaphragm descent during maximal inspirations (normalized to height) was only decreased in a subset of individuals with maximal inspiratory pressures less than 60% predicted. Muscle fat fraction was elevated in all three expiratory muscles assessed (p < 0.001), and the degree of fatty infiltration correlated with percent predicted maximal expiratory pressures (r = - 0.70, p < 0.001). The intercostal muscles demonstrated minimal visible fatty infiltration; however, this analysis was qualitative and resolution limited. INTERPRETATION: This magnetic resonance imaging investigation of diaphragm movement, chest wall movement, and accessory respiratory muscle fatty infiltration provides new insights into the relationship between disease progression and clinical respiratory function.


Muscular Dystrophy, Duchenne/diagnostic imaging , Muscular Dystrophy, Duchenne/physiopathology , Respiratory Muscles/diagnostic imaging , Cross-Sectional Studies , Diagnostic Imaging , Humans , Magnetic Resonance Imaging , Movement , Respiratory Muscles/physiopathology , Thoracic Cavity/diagnostic imaging , Thoracic Cavity/physiopathology
12.
Pattern Recognit ; 86: 368-375, 2019 Feb.
Article En | MEDLINE | ID: mdl-31105339

The muscular dystrophies are made up of a diverse group of rare genetic diseases characterized by progressive loss of muscle strength and muscle damage. Since there is no cure for muscular dystrophy and clinical outcome measures are limited, it is critical to assess the progression of MD objectively. Imaging muscle replacement by fibrofatty tissue has been shown to be a robust biomarker to monitor disease progression in DMD. In magnetic resonance imaging (MRI) data, specific texture patterns are found to correlate to certain MD subtypes and thus present a potential way for automatic assessment. In this paper, we first apply state-of-the-art convolutional neural networks (CNNs) to perform accurate MD image classification and then propose an effective visualization method to highlight the important image textures. With a dystrophic MRI dataset, we found that the best CNN model delivers an 91.7% classification accuracy, which significantly outperforms non-deep learning methods, e.g., >40% improvement has been found over the traditional mean fat fraction (MFF) criterion for DMD and CMD classification. After investigating every single neuron at the top layer of CNN model, we found the superior classification ability of CNN can be explained by its 91 and 118 neurons were performing better than the MFF criterion under the measurements of Euclidean and Chi-square distance, respectively. In order to further interpret CNNs predictions, we tested an improved class activation mapping (ICAM) method to visualize the important regions in the MRI images. With this ICAM, CNNs are able to locate the most discriminative texture patterns of DMD in soleus, lateral gastrocnemius, and medial gastrocnemius; for CMD, the critical texture patterns are highlighted in soleus, tibialis posterior, and peroneus.

13.
J Appl Physiol (1985) ; 126(6): 1737-1745, 2019 06 01.
Article En | MEDLINE | ID: mdl-30946638

Lack of sarcolemma-localized neuronal nitric oxide synthase mu (nNOSµ) contributes to muscle damage and fatigue in dystrophic muscle. In this study, we examined the effects of compensating for lack of nNOSµ with a phosphodiesterase type 5 (PDE5) inhibitor in mdx mice following downhill running and endurance training. Dystrophic mice (mdx) were treated with sildenafil citrate and compared with untreated mdx and wild-type mice after an acute bout of downhill running and during a progressive low-intensity treadmill running program (5 days/wk, 4 wk). Magnetic resonance imaging (MRI) and spectroscopy (MRS) transverse relaxation time constant (T2) of hindlimb and forelimb muscles were measured as a marker of muscle damage after downhill running and throughout training. The MRI blood oxygenation level dependence (BOLD) response and 31phosphorus MRS (31P-MRS) data were acquired after stimulated muscle contractions. After downhill running, the increase in T2 was attenuated (P < 0.05) in treated mdx and wild-type mice compared with untreated mdx. During training, resting T2 values did not change in wild-type and mdx mice from baseline values; however, the running distance completed during training was greater (P < 0.05) in treated mdx (>90% of target distance) and wild-type (100%) than untreated mdx (60%). The post-contractile BOLD response was greater (P < 0.05) in treated mdx that trained than untreated mdx, with no differences in muscle oxidative capacity, as measured by 31P-MRS. Our findings indicate that PDE5 inhibition reduces muscle damage after a single bout of downhill running and improves performance during endurance training in dystrophic mice, possibly because of enhanced microvascular function. NEW & NOTEWORTHY This study examined the combined effects of PDE5 inhibition and exercise in dystrophic muscle using high-resolution magnetic resonance imaging and spectroscopy. Our findings demonstrated that sildenafil citrate reduces muscle damage after a single bout of downhill running, improves endurance-training performance, and enhances microvascular function in dystrophic muscle. Collectively, the results support the combination of exercise and PDE5 inhibition as a therapeutic approach in muscular dystrophies lacking nNOSµ.


Muscle, Skeletal/drug effects , Muscular Dystrophy, Animal/drug therapy , Muscular Dystrophy, Duchenne/drug therapy , Phosphodiesterase 5 Inhibitors/pharmacology , Physical Conditioning, Animal/physiology , Animals , Endurance Training/methods , Mice , Mice, Inbred C57BL , Mice, Inbred mdx , Muscle Contraction/physiology , Sarcolemma/drug effects , Sildenafil Citrate/pharmacology
14.
Am J Phys Med Rehabil ; 97(10): 734-740, 2018 10.
Article En | MEDLINE | ID: mdl-29734234

OBJECTIVE: The main objective of this study was to examine the effect of disease on strength in two functionally important lower limb muscles for a period of 2 yrs in children with Duchene muscular dystrophy. DESIGN: Seventy-seven Duchene muscular dystrophy children participated in this study. Plantar flexors, knee extensors, strength, and performance on timed tests (6-min walk, 4-stairs, 10-m walk, supine-up) were assessed yearly for 2 yrs. Multivariate normal regression was used to assess changes in strength over time in the Duchene muscular dystrophy group. Spearman correlations were computed to examine relationship between strength and function. RESULTS: Normalized plantar flexor and knee extensor strength showed a significant decrease (P < 0.05) over 2 yrs, with larger declines in knee extensor. At baseline, knee extensor strongly correlated with performance on timed tests. However, plantar flexor strength was found to be a stronger predictor of loss in ambulatory function. Modest correlations (r = 0.19-0.34) were found between the decline in strength and functional performance over 2 yrs. CONCLUSIONS: This study describes the loss of lower limb strength in a large cohort of Duchene muscular dystrophy children for 2 yrs. The findings support that lower limb strength alone cannot account for the decline in performance on functional tests, and the role of other contributing factors, such as compensatory strategies, should be considered.


Lower Extremity/physiopathology , Muscle Strength/physiology , Muscle, Skeletal/physiopathology , Muscular Dystrophy, Duchenne/physiopathology , Physical Functional Performance , Child , Child, Preschool , Cohort Studies , Female , Humans , Knee/physiopathology , Longitudinal Studies , Male , Time Factors , Walk Test
16.
Mol Imaging ; 16: 1536012117732439, 2017.
Article En | MEDLINE | ID: mdl-29271299

Assessment of muscle pathology is a key outcome measure to measure the success of clinical trials studying muscular dystrophies; however, few robust minimally invasive measures exist. Indocyanine green (ICG)-enhanced near-infrared (NIR) optical imaging offers an objective, minimally invasive, and longitudinal modality that can quantify pathology within muscle by imaging uptake of ICG into the damaged muscles. Dystrophic mice lacking dystrophin (mdx) or gamma-sarcoglycan (Sgcg-/-) were compared to control mice by NIR optical imaging and magnetic resonance imaging (MRI). We determined that optical imaging could be used to differentiate control and dystrophic mice, visualize eccentric muscle induced by downhill treadmill running, and restore the membrane integrity in Sgcg-/- mice following adeno-associated virus (AAV) delivery of recombinant human SGCG (desAAV8hSGCG). We conclude that NIR optical imaging is comparable to MRI and can be used to detect muscle damage in dystrophic muscle as compared to unaffected controls, monitor worsening of muscle pathology in muscular dystrophy, and assess regression of pathology following therapeutic intervention in muscular dystrophies.


Magnetic Resonance Imaging/methods , Muscular Dystrophies/diagnostic imaging , Optical Imaging/methods , Sarcoglycans/genetics , Animals , Contrast Media , Disease Models, Animal , Dystrophin/genetics , Genetic Therapy , Genetic Vectors/administration & dosage , Humans , Mice , Mice, Inbred mdx , Muscle, Skeletal/diagnostic imaging , Muscular Dystrophies/genetics , Muscular Dystrophies/therapy , Sarcoglycans/administration & dosage
17.
Am J Pathol ; 187(9): 2060-2070, 2017 Sep.
Article En | MEDLINE | ID: mdl-28826559

Genetic modifiers alter disease progression in both preclinical models and subjects with Duchenne muscular dystrophy (DMD). Using multiparametric magnetic resonance (MR) techniques, we compared the skeletal and cardiac muscles of two different dystrophic mouse models of DMD, which are on different genetic backgrounds, the C57BL/10ScSn-Dmdmdx (B10-mdx) and D2.B10-Dmdmdx (D2-mdx). The proton transverse relaxation constant (T2) using both MR imaging and spectroscopy revealed significant age-related differences in dystrophic skeletal and cardiac muscles as compared with their age-matched controls. D2-mdx muscles demonstrated an earlier and accelerated decrease in muscle T2 compared with age-matched B10-mdx muscles. Diffusion-weighted MR imaging indicated differences in the underlying muscle structure between the mouse strains. The fractional anisotropy, mean diffusion, and radial diffusion of water varied significantly between the two dystrophic strains. Muscle structural differences were confirmed by histological analyses of the gastrocnemius, revealing a decreased muscle fiber size and increased fibrosis in skeletal muscle fibers of D2-mdx mice compared with B10-mdx and control. Cardiac involvement was also detected in D2-mdx myocardium based on both decreased function and myocardial T2. These data indicate that MR parameters may be used as sensitive biomarkers to detect fibrotic tissue deposition and fiber atrophy in dystrophic strains.


Genetic Background , Muscle, Skeletal/diagnostic imaging , Muscular Dystrophy, Animal/diagnostic imaging , Animals , Disease Progression , Magnetic Resonance Imaging , Male , Mice , Mice, Inbred mdx , Muscular Dystrophy, Animal/genetics
18.
Am J Pathol ; 186(10): 2692-700, 2016 10.
Article En | MEDLINE | ID: mdl-27565039

Muscle damage is currently assessed through methods such as muscle biopsy, serum biomarkers, functional testing, and imaging procedures, each with its own inherent limitations, and a pressing need for a safe, repeatable, inexpensive, and noninvasive modality to assess the state of muscle health remains. Our aim was to develop and assess near-infrared (NIR) optical imaging as a novel noninvasive method of detecting and quantifying muscle damage. An immobilization-reambulation model was used for inducing muscle damage and recovery in the lower hindlimbs in mice. Confirmation of muscle damage was obtained using in vivo indocyanine green-enhanced NIR optical imaging, magnetic resonance imaging, and ex vivo tissue analysis. The soleus of the immobilized-reambulated hindlimb was found to have a greater amount of muscle damage compared to that in the contralateral nonimmobilized limb, confirmed by in vivo indocyanine green-enhanced NIR optical imaging (3.86-fold increase in radiant efficiency), magnetic resonance imaging (1.41-fold increase in T2), and an ex vivo spectrophotometric assay of indocyanine green uptake (1.87-fold increase in normalized absorbance). Contrast-enhanced NIR optical imaging provides a sensitive, rapid, and noninvasive screening method that can be used for imaging and quantifying muscle damage and recovery in vivo.


Coloring Agents , Indocyanine Green , Muscle, Skeletal/diagnostic imaging , Optical Imaging/methods , Animals , Magnetic Resonance Imaging , Male , Mice , Mice, Inbred C57BL , Muscle, Skeletal/injuries , Muscle, Skeletal/pathology , Sensitivity and Specificity , Spectroscopy, Near-Infrared , Time Factors
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