Ultrasound in Medicine and Biology
Volume 33, Issue 8 , Pages 1236-1243 , August 2007

Sensitive Ultrasonic Detection of Dystrophic Skeletal Muscle in Patients with Duchenne Muscular Dystrophy Using an Entropy-Based Signal Receiver

Received 3 October 2006 ,Revised 5 January 2007 ,Accepted 9 February 2007.

References 

  1. Ashford M, Lui W, Lin S, Abraszewski P, Caruthers S, Connolly A, et al. Occult cardiac contractile dysfunction in dystrophin-deficient children revealed by cardiac magnetic resonance strain imaging. Circulation. 2005;112:2462–2467
  2. Berger G, Laugier P, Fink M, Perrin J. Optimal precision in ultrasound attenuation estimation and application to the detection of Duchenne muscular dystrophy carriers. Ultrasonic Imaging. 1987;9:1–17
  3. Cover TM, Thomas JA. Elements of information theory. New York: Wiley-Interscience; 1991;
  4. Emery AE. Muscular dystrophy into the new millennium. Neuromuscul Disorders. 2002;12:343–349
  5. Finsterer J, Stollberger C. The heart in human dystrophinopathies. Cardiology. 2003;99:1–19
  6. Grady R, Teng H, Nichol M, Cunningham JC, Wilkinson R, Sanes J. Skeletal and cardiac myopathies in mice lacking utrophin and dystrophin: A model for Duchenne muscular dystrophy. Cell. 1997;90:729–738
  7. Heckmatt J, Dubowitz V, Leeman S. Detection of pathological change in dystrophic muscle with b-scan ultrasound. Lancet. 1980;1:1389–1390
  8. Heckmatt J, Rodillo E, Doherty M, Willson K, Leeman S. Quantitative sonography of muscle. J Child Neurology. 1989;(4 Suppl.):S101–S106
  9. Heckmatt JZ, Dubowitz V. Detecting the Duchenne carrier by ultrasound and computerized tomography. Lancet. 1983;2:1364
  10. Heckmatt JZ, Dubowitz V, Leeman S. Detection of pathological change in dystrophic muscle with b-scan ultrasound imaging. Lancet. 1980;1:1389–1390
  11. Heckmatt JZ, Leeman S, Dubowitz V. Ultrasound imaging in the diagnosis of muscle disease. J Pediatr. 1982;101:656–660
  12. Heckmatt JZ, Pier N, Dubowitz V. Assessment of quadriceps femoris muscle atrophy and hypertrophy in neuromuscular disease in children. J Clin Ultrasound. 1988;16:177–181
  13. Heckmatt JZ, Pier N, Dubowitz V. Real-time ultrasound imaging of muscles. Muscle Nerve. 1988;11:56–65
  14. Hete B, Shung KK. A study of the relationship between mechanical and ultrasonic properties of dystrophic and normal skeletal muscle. Ultrasound Med Biol. 1995;21:343–352
  15. Hughes M. Analysis of ultrasonic waveforms using Shannon entropy. 1992;1205–1209Proceedings of the 1992 IEEE Ultrasonics Symposium 2, Tuscon, AZ: IEEE.
  16. Hughes M. A comparison of Shannon entropy versus signal energy for acoustic detection of artificially induced defects in plexiglass. J Acoust Soc Am. 1992;91:2272–2275
  17. Hughes M. Analysis of digitized waveforms using Shannon entropy. J Acoust Soc Am. 1993;93:892–906
  18. Hughes M. Nde imaging of flaws using rapid computation of Shannon entropy, Proceedings of the 1993 IEEE Ultrasonics Symposium 2, Baltimore, MD: IEEE. 1993b:697–700.
  19. Hughes M. Analysis of digitized waveforms using Shannon entropy (ii. high-speed algorithms based on green’s functions). J Acoust Soc Am. 1994;95:2582–2588
  20. Hughes M, Marsh J, Woodson A, Lacey E, Carradine C, Lanza GM, et al. Characterization of digital waveforms using thermodynamic analogs: Detection of contrast targeted tissue in mda 435 tumors implanted in athymic nude mice. 2005;Proceedings of the 2005 IEEE Ultrasonics Symposium, Rotterdam, the Netherlands: IEEE
  21. Hughes MS, Marsh JN, Arbeit J, Neumann R, Fuhrhop RW, Lanza GM, et al. Ultrasonic molecular imaging of primordial angiogenic vessels in rabbit and mouse models with αv β3-integrin targeted nanoparticles using information-theoretic signal detection: Results at high frequency and in the clinical diagnostic frequency range. 2005;Proceedings of the 2005 IEEE Ultrasonics Symposium, Rotterdam, the Netherlands: IEEE
  22. Hughes MS, Marsh JN, Hall CS, Savy D, Scott MJ, Allen JS, Lacy EK, Carradine C, Lanza GM, Wickline SA. In vivo ultrasonic detection of angiogenesis with site-targeted nanoparticle contrast agents using measure-theoretic signal receivers, Proceedings of the 2004 IEEE Ultrasonics Symposium 2, Montreal, Canada: IEEE. 2004:1106–1109.
  23. Hughes MS, Marsh JN, Hall CS, Savery D, Scott MJ, Allen JS, et al. Characterization of digital waveforms using thermodynamic analogs: Applications to detection of materials defects. IEEE Trans Ultrason Ferroelectr Freq Control. 2005;52:1555–1564
  24. Hughes MS, Marsh JN, Zhang H, Woodson AK, Allen JS, Lacy EK, et al. Characterization of digital waveforms using thermodynamic analogs: Detection of contrast-targeted tissue in vivo. IEEE Trans Ultrason Ferroelectr Freq Control. 2006;53:1609–1616
  25. Ishikawa Y, Bach J, Minami R. Cardioprotection for Duchenne’s muscular dystrophy. American Heart J. 1999;137:895–902
  26. Kullback S. Information theory and statistics. New York, NY: Dover Publications; 1997;
  27. Lamminen A, Jaaskelainen J, Rapola J, Suramo I. High-frequency ultrasonography of skeletal muscle in children with neuromuscular disease. J Ultrasound Med. 1988;7:505–509
  28. Manzur AY, Hyde SA, Rodillo E, Heckmatt JZ, Bentley G, Dubowitz V. A randomized controlled trial of early surgery in Duchenne muscular dystrophy. Neuromuscular Disorders. 1992;2:379–387
  29. Maurits NM, Beenakker EA, van Schaik DE, Fock JM, van der Hoeven JH. Muscle ultrasound in children: Normal values and application to neuromuscular disorders. Ultrasound Med Biol. 2004;30:1017–1027
  30. Maurits NM, Bollen AE, Windhausen A, De Jager AE, Van Der Hoeven JH. Muscle ultrasound analysis: Normal values and differentiation between myopathies and neuropathies. Ultrasound Med Biol. 2003;29:215–225
  31. Reimers CD, Schlotter B, Eicke BM, Witt TN. Calf enlargement in neuromuscular diseases: A quantitative ultrasound study in 350 patients and review of the literature. J Neurological Sciences. 1996;143:46–56
  32. Roland EH. Muscular dystrophy. Pediatr Review. 2000;21:233–237
  33. Szabo T. Diagnostic ultrasound imaging: Inside out. Burlington, MA: Academic Press; 2004;
  34. Vatta M, Stetson S, Perez-Verdia A, Entman M, Noon G, Torre-Amione G, et al. Molecular remodeling of dystrophin in patients with end-stage cardiomyopathies and reversal in patients on assistance-device therapy. Lancet. 2002;359:936–941
  35. Wheeden RL, Zygmund A. Measure and integral: An introduction to real analysis. New York: Marcel-Dekker; 1977;
  36. Ziomek LJ. Fundamentals of acoustic field theory and space-time signal processing. Boca Raton: CRC Press; 1995;

PII: S0301-5629(07)00086-5

doi: 10.1016/j.ultrasmedbio.2007.02.007

Ultrasound in Medicine and Biology
Volume 33, Issue 8 , Pages 1236-1243 , August 2007