DocumentCode :
1002837
Title :
Sensitive Ultrasonic Delineation of Steroid Treatment in Living Dystrophic Mice with Energy-Based and Entropy-Based Radio Frequency Signal Processing
Author :
Wallace, Kirk D. ; Marsh, Jon N. ; Baldwin, Steven L. ; Connolly, Anne M. ; Keeling, Richard ; Lanza, Gregory M. ; Wickline, Samuel A. ; Hughes, Michael S.
Author_Institution :
Washington Univ., St. Louis
Volume :
54
Issue :
11
fYear :
2007
Firstpage :
2291
Lastpage :
2299
Abstract :
Duchenne muscular dystrophy is a severe wasting disease, involving replacement of necrotic muscle tissue by fibrous material and fatty infiltrates. One primary animal model of this human disease is the X chromosome-linked mdx strain of mice. The goals of the present work were to validate and quantify the capability of both energy and entropy metrics of radio-frequency ultrasonic backscatter to differentiate among normal, dystrophic, and steroid-treated skeletal muscle in the mdx model. Thirteen 12-month-old mice were blocked into three groups: 4 treated mdx-dystrophic that received daily subcutaneous steroid (prednisolone) treatment for 14 days, 4 positive-control mdx-dystrophic that received saline injections for 14 days, and 5 negative-control animals. Biceps muscle of each animal was imaged in vivo using a 40-MHz center frequency transducer in conjunction with a Vevo-660 ultrasound system. Radio-frequency data were acquired (1 GHz, 8 bits) corresponding to a sequence of transverse images, advancing the transducer from "shoulder" to "elbow" in 100-micron steps. Data were processed to generate both "integrated backscatter" (log energy), and "entropy" (information theoretic receiver, Hf) representations. Analyses of the integrated-backscatter values delineated both treated-and untreated-mdx biceps from normal controls (p<0.01). Complementary analyses of the entropy images differentiated the steroid-treated and positive-control mdx groups (p<0.01). To our knowledge, this study represents the first reported use of quantitative ultrasonic characterization of skeletal muscle in mdx mice. Successful differentiation among dystrophic, steroid-treated, and normal tissues suggests the potential for local noninvasive monitoring of disease severity and therapeutic effects.
Keywords :
biomedical ultrasonics; diseases; drugs; entropy; image sequences; medical image processing; muscle; Duchenne muscular dystrophy; Vevo-660 ultrasound tem; X chromosome-linked mdx mice strain; biceps muscle; disease severity; energy-based radio frequency signal processing; entropy-based radio frequency signal processing; frequency 1 GHz; frequency 40 MHz; image sequence; integrated-backscatter values; living dystrophic mice; necrotic muscle tissue; sensitive ultrasonic delineation; skeletal muscle; steroid treatment; therapeutic effects; time 14 day; wasting disease; Animals; Backscatter; Biological materials; Diseases; Entropy; Mice; Muscles; Radio frequency; Signal processing; Ultrasonic transducers; Algorithms; Animals; Anti-Inflammatory Agents; Disease Models, Animal; Image Enhancement; Image Interpretation, Computer-Assisted; Mice; Mice, Inbred C57BL; Mice, Transgenic; Muscle, Skeletal; Muscular Dystrophy, Duchenne; Prednisolone; Prognosis; Radio Waves; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Treatment Outcome; Ultrasonography;
fLanguage :
English
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-3010
Type :
jour
DOI :
10.1109/TUFFC.2007.533
Filename :
4399703
Link To Document :
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