A MATLAB toolbox for muscle diffusion-tensor MRI tractography

被引:10
作者
Damon, Bruce M. [1 ,2 ,3 ,4 ,5 ,6 ]
Ding, Zhaohua [1 ,2 ,3 ,4 ,7 ,8 ]
Hooijmans, Melissa T. [1 ]
Anderson, Adam W. [1 ,2 ,3 ,4 ,9 ,10 ]
Zhou, Xingyu [1 ,4 ]
Coolbaugh, Crystal L. [1 ]
George, Mark K. [1 ]
Landman, Bennett A. [1 ,2 ,3 ,4 ,7 ,8 ]
机构
[1] Vanderbilt Univ, Med Ctr, Inst Imaging Sci, Nashville, TN USA
[2] Vanderbilt Univ, Dept Radiol, Nashville, TN 37232 USA
[3] Vanderbilt Univ, Dept Radiol Sci, Nashville, TN 37232 USA
[4] Vanderbilt Univ, Dept Biomed Engn, Nashville, TN 37232 USA
[5] Vanderbilt Univ, Dept Mol Physiol, Nashville, TN 37232 USA
[6] Vanderbilt Univ, Dept Biophys, Nashville, TN 37232 USA
[7] Vanderbilt Univ, Dept Elect Engn, Nashville, TN 37232 USA
[8] Vanderbilt Univ, Dept Comp Sci, Nashville, TN 37232 USA
[9] Vanderbilt Univ, Dept Phys, Nashville, TN 37232 USA
[10] Vanderbilt Univ, Dept Astron, Nashville, TN 37232 USA
关键词
Skeletal muscle; Magnetic resonance imaging; Software; Open research; SKELETAL-MUSCLE; FIBER TRACKING; DTI; NOISE; REVEALS;
D O I
10.1016/j.jbiomech.2021.110540
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Diffusion-tensor MRI fiber tractography has been used to reconstruct skeletal muscle architecture, but remains a specialized technique using custom-written data processing routines. In this work, we describe the public release of a software toolbox having the following design objectives: accomplish the pre-processing tasks of file input, image registration, denoising, and diffusion-tensor calculation; allow muscle-specific methods for defining seed points; make fiber-tract architectural measurements referenced to tendinous structures; visualize fiber tracts and other muscle structures of interest; analyze the goodness of outcomes; and provide a programming structure that allows the addition of new capabilities in future versions. The proper function of the code was verified using simulated datasets. The toolbox capabilities for characterizing human muscle structure in vivo were demonstrated in a case study. These capabilities included measurements of muscle morphology; contractile and non-contractile tissue volumes; fiber-tract length, pennation angle, curvature; and the physiological cross-sectional area,. The free public release of this software is a first step in creating of a community of users who use these tools in studies of muscle physiology and biomechanics. Users may further contribute to code development. Along with simulated and actual datasets for benchmarking, these tools will further create mechanisms for enhancing scientific rigor and developing and validating new code features. Planned future developments include additional options for image pre-processing, development of a graphical user interface, analysis of architectural patterns during muscle contraction, and integration of functional imaging data.
引用
收藏
页数:10
相关论文
共 31 条
[1]   MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
BIOPHYSICAL JOURNAL, 1994, 66 (01) :259-267
[2]   A 3D model of muscle reveals the causes of nonuniform strains in the biceps brachii [J].
Blemker, SS ;
Pinsky, PM ;
Delp, SL .
JOURNAL OF BIOMECHANICS, 2005, 38 (04) :657-665
[3]   Anisotropic Smoothing Improves DT-MRI-Based Muscle Fiber Tractography [J].
Buck, Amanda K. W. ;
Ding, Zhaohua ;
Elder, Christopher P. ;
Towse, Theodore F. ;
Damon, Bruce M. .
PLOS ONE, 2015, 10 (05)
[4]   Better living through transparency: Improving the reproducibility of fMRI results through comprehensive methods reporting [J].
Carp, Joshua .
COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE, 2013, 13 (03) :660-666
[5]   The secret lives of experiments: Methods reporting in the fMRI literature [J].
Carp, Joshua .
NEUROIMAGE, 2012, 63 (01) :289-300
[6]   RESTORE: Robust estimation of tensors by outlier rejection [J].
Chang, LC ;
Jones, DK ;
Pierpaoli, C .
MAGNETIC RESONANCE IN MEDICINE, 2005, 53 (05) :1088-1095
[7]   NUCLEAR MAGNETIC-RESONANCE MEASUREMENT OF SKELETAL-MUSCLE - ANISOTROPY OF DIFFUSION-COEFFICIENT OF INTRACELLULAR WATER [J].
CLEVELAND, GG ;
CHANG, DC ;
HAZLEWOOD, CF ;
RORSCHACH, HE .
BIOPHYSICAL JOURNAL, 1976, 16 (09) :1043-1053
[8]   NIH plans to enhance reproducibility [J].
Collins, Francis S. ;
Tabak, Lawrence A. .
NATURE, 2014, 505 (7485) :612-613
[9]  
CUTTS A, 1988, J ANAT, V160, P75
[10]   Validation of diffusion tensor MRI-based muscle fiber tracking [J].
Damon, BM ;
Ding, ZH ;
Anderson, AW ;
Freyer, AS ;
Gore, JC .
MAGNETIC RESONANCE IN MEDICINE, 2002, 48 (01) :97-104