Literature DB >> 17467153

Sensitive ultrasonic detection of dystrophic skeletal muscle in patients with duchenne muscular dystrophy using an entropy-based signal receiver.

Michael S Hughes1, Jon N Marsh, Kirk D Wallace, Tamara A Donahue, Anne M Connolly, Gregory M Lanza, Samuel A Wickline.   

Abstract

The dystrophinopathies comprise a group of X-linked genetic diseases that feature dystrophin deficiency. Duchenne and Becker muscular dystrophy are characterized by progressive weakness and wasting of skeletal, smooth, and/or cardiac muscle. Duchenne muscular dystrophy (DMD) is the most severe dystrophinopathy, with an incidence of 1:3500 male births. Despite understanding the structural and genetic basis for DMD, the pathogenesis and clinical basis for more severe involvement in specific skeletal muscle groups and the heart are poorly understood. Current techniques, such as strength testing for monitoring progress of disease and therapy in DMD patients, are imprecise and physically demanding for test subjects. Ultrasound is well-suited to detect changes in structure and organization in muscle tissue in a manner that makes low demands on the patient. Therefore, we investigated the use of ultrasound to quantitatively phenotype the remodeling process in patients with DMD. Beam-formed radio-frequency (RF) data were acquired from the skeletal muscles of nine DMD and five normal subjects imaged with a clinical imaging system (HDI5000 w/7 MHz probe applied above left biceps muscle). From these data, images were reconstructed using B-mode (log of analytic signal magnitude) and information-theoretic receivers (H(f)-receiver). H(f) images obtained from dystrophic muscle contained extensive "mottled" regions (i.e., areas with heterogeneous image contrast) that were not readily apparent from the B-Mode images. The 2-D autocorrelation of DMD H(f) images have broader peaks than those of normal subjects, which is indicative of larger scatterer sizes, consistent with pathologic changes of fibers, edema and fatty infiltration. Comparison of the relative peak widths (full width measured at 60% maximum) of the autocorrelation of the DMD and normal H(f) images shows a quantitative difference between the two groups (p < 0.005, student two-tailed paired t-test). Consequently, these imaging techniques may prove useful for longitudinal monitoring of disease progression and therapy.

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Year:  2007        PMID: 17467153      PMCID: PMC2096710          DOI: 10.1016/j.ultrasmedbio.2007.02.007

Source DB:  PubMed          Journal:  Ultrasound Med Biol        ISSN: 0301-5629            Impact factor:   2.998


  22 in total

1.  Cardioprotection for Duchenne's muscular dystrophy.

Authors:  Y Ishikawa; J R Bach; R Minami
Journal:  Am Heart J       Date:  1999-05       Impact factor: 4.749

2.  Characterization of digital waveforms using thermodynamic analogs: applications to detection of materials defects.

Authors:  Michael S Hughes; Jon N Marsh; Christopher S Hall; David Savéry; Gregory M Lanza; Samuel A Wickline
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2005-09       Impact factor: 2.725

3.  Molecular remodelling of dystrophin in patients with end-stage cardiomyopathies and reversal in patients on assistance-device therapy.

Authors:  Matteo Vatta; Sonny J Stetson; Alejandro Perez-Verdia; Mark L Entman; George P Noon; Guillermo Torre-Amione; Neil E Bowles; Jeffrey A Towbin
Journal:  Lancet       Date:  2002-03-16       Impact factor: 79.321

4.  Detecting the Duchenne carrier by ultrasound and computerized tomography.

Authors:  J Z Heckmatt; V Dubowitz
Journal:  Lancet       Date:  1983-12-10       Impact factor: 79.321

5.  Characterization of digital waveforms using thermodynamic analogs: detection of contrast-targeted tissue in vivo.

Authors:  Michael S Hughes; Jon N Marsh; Hyuing Zhang; Adam K Woodson; John S Allen; Elizabeth K Lacy; Cordelia Carradine; Gregory M Lanza; Samuel A Wickline
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2006-09       Impact factor: 2.725

Review 6.  The heart in human dystrophinopathies.

Authors:  Josef Finsterer; Claudia Stöllberger
Journal:  Cardiology       Date:  2003       Impact factor: 1.869

7.  Real-time ultrasound imaging of muscles.

Authors:  J Z Heckmatt; N Pier; V Dubowitz
Journal:  Muscle Nerve       Date:  1988-01       Impact factor: 3.217

8.  Assessment of quadriceps femoris muscle atrophy and hypertrophy in neuromuscular disease in children.

Authors:  J Z Heckmatt; N Pier; V Dubowitz
Journal:  J Clin Ultrasound       Date:  1988 Mar-Apr       Impact factor: 0.910

9.  A randomized controlled trial of early surgery in Duchenne muscular dystrophy.

Authors:  A Y Manzur; S A Hyde; E Rodillo; J Z Heckmatt; G Bentley; V Dubowitz
Journal:  Neuromuscul Disord       Date:  1992       Impact factor: 4.296

10.  Ultrasound imaging in the diagnosis of muscle disease.

Authors:  J Z Heckmatt; S Leeman; V Dubowitz
Journal:  J Pediatr       Date:  1982-11       Impact factor: 4.406

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  12 in total

1.  Joint entropy of continuously differentiable ultrasonic waveforms.

Authors:  M S Hughes; J E McCarthy; J N Marsh; S A Wickline
Journal:  J Acoust Soc Am       Date:  2013-01       Impact factor: 1.840

2.  Quantitative ultrasound using backscatter analysis in Duchenne and Becker muscular dystrophy.

Authors:  Craig M Zaidman; Anne M Connolly; Elizabeth C Malkus; Julaine M Florence; Alan Pestronk
Journal:  Neuromuscul Disord       Date:  2010-12       Impact factor: 4.296

3.  Resolution of Murine Toxic Hepatic Injury Quantified With Ultrasound Entropy Metrics.

Authors:  Jon N Marsh; Kevin M Korenblat; Ta-Chiang Liu; John E McCarthy; Samuel A Wickline
Journal:  Ultrasound Med Biol       Date:  2019-07-15       Impact factor: 2.998

4.  Use of smoothing splines for analysis of backscattered ultrasonic waveforms: application to monitoring of steroid treatment of dystrophic mice.

Authors:  Michael S Hughes; Jon N Marsh; Kwesi F Agyem; John E McCarthy; Brian N Maurizi; Mladen Victor Wickerhauser; Kirk D Wallace; Gregory M Lanza; Samuel A Wickline
Journal:  IEEE Trans Ultrason Ferroelectr Freq Control       Date:  2011-11       Impact factor: 2.725

5.  Quantitative ultrasound of skeletal muscle: reliable measurements of calibrated muscle backscatter from different ultrasound systems.

Authors:  Craig M Zaidman; Mark R Holland; Michael S Hughes
Journal:  Ultrasound Med Biol       Date:  2012-07-03       Impact factor: 2.998

6.  Entropy vs. Energy Waveform Processing: A Comparison Based on the Heat Equation.

Authors:  Michael S Hughes; John E McCarthy; Paul J Bruillard; Jon N Marsh; Samuel A Wickline
Journal:  Entropy (Basel)       Date:  2015-05-25       Impact factor: 2.524

7.  Performance Evaluations on Using Entropy of Ultrasound Log-Compressed Envelope Images for Hepatic Steatosis Assessment: An In Vivo Animal Study.

Authors:  Jui Fang; Ning-Fang Chang; Po-Hsiang Tsui
Journal:  Entropy (Basel)       Date:  2018-02-11       Impact factor: 2.524

8.  Magnetic resonance imaging of the erector spinae muscles in Duchenne muscular dystrophy: implication for scoliotic deformities.

Authors:  Gnahoua Zoabli; Pierre A Mathieu; Carl-Eric Aubin
Journal:  Scoliosis       Date:  2008-12-29

9.  Diagnostic ultrasound estimates of muscle mass and muscle quality discriminate between women with and without sarcopenia.

Authors:  Catheeja Ismail; Johannah Zabal; Haniel J Hernandez; Paula Woletz; Heather Manning; Carla Teixeira; Loretta DiPietro; Marc R Blackman; Michael O Harris-Love
Journal:  Front Physiol       Date:  2015-10-29       Impact factor: 4.566

10.  The Quantitative Skeletal Muscle Ultrasonography in Elderly with Dynapenia but not Sarcopenia Using Texture Analysis.

Authors:  Kuen-Cheh Yang; Yin-Yin Liao; Ke-Vin Chang; Kuo-Chin Huang; Der-Sheng Han
Journal:  Diagnostics (Basel)       Date:  2020-06-12
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