TY - JOUR
T1 - A registration strategy to characterize DTI-observed changes in skeletal muscle architecture due to passive shortening
AU - Hooijmans, Melissa T.
AU - Lockard, Carly A.
AU - Zhou, Xingyu
AU - Coolbaugh, Crystal
AU - Guzman, Roberto P.
AU - Kersh, Mariana E.
AU - Damon, Bruce M.
N1 - BD acknowledges National Institute of Health (NIH) grants (https://grants.nih.gov/); National Institute of Health R01 AR073831 and National Institute of Health S10 OD021771. The sponsor did not play a role in the study design, data collection and analysis, decision to publish or preparation of the manuscript. The authors thank Hannah Kilpatrick and Mark George for their technical assistance.
PY - 2025/3
Y1 - 2025/3
N2 - Skeletal muscle architecture is a key determinant of muscle function. Architectural properties such as fascicle length, pennation angle, and curvature can be characterized using Diffusion Tensor Imaging (DTI), but acquiring these data during a contraction is not currently feasible. However, an image registration-based strategy may be able to convert muscle architectural properties observed at rest to their contracted state. As an initial step toward this long-term objective, the aim of this study was to determine if an image registration strategy could be used to convert the whole-muscle average architectural properties observed in the extended joint position to those of a flexed position, following passive rotation. DTI and high-resolution fat/water scans were acquired in the lower leg of seven healthy participants on a 3T MR system in + 20° and −10° ankle positions. The diffusion and anatomical images from the two positions were used to propagate DTI fiber-tracts from seed points along a mesh representation of the aponeurosis of fiber insertion. The −10° and + 20° anatomical images were registered and the displacement fields were used to transform the mesh and fiber-tracts from the + 20° to the −10° position. Student’s paired t-tests were used to compare the mean architectural parameters between the original and transformed fiber-tracts. The whole-muscle average fiber-tract length, pennation angle, curvature, and physiological cross-sectional areas estimates did not differ significantly. DTI fiber-tracts in plantarflexion can be transformed to dorsiflexion position without significantly affecting the average architectural characteristics of the fiber-tracts. In the future, a similar approach could be used to evaluate muscle architecture in a contracted state.
AB - Skeletal muscle architecture is a key determinant of muscle function. Architectural properties such as fascicle length, pennation angle, and curvature can be characterized using Diffusion Tensor Imaging (DTI), but acquiring these data during a contraction is not currently feasible. However, an image registration-based strategy may be able to convert muscle architectural properties observed at rest to their contracted state. As an initial step toward this long-term objective, the aim of this study was to determine if an image registration strategy could be used to convert the whole-muscle average architectural properties observed in the extended joint position to those of a flexed position, following passive rotation. DTI and high-resolution fat/water scans were acquired in the lower leg of seven healthy participants on a 3T MR system in + 20° and −10° ankle positions. The diffusion and anatomical images from the two positions were used to propagate DTI fiber-tracts from seed points along a mesh representation of the aponeurosis of fiber insertion. The −10° and + 20° anatomical images were registered and the displacement fields were used to transform the mesh and fiber-tracts from the + 20° to the −10° position. Student’s paired t-tests were used to compare the mean architectural parameters between the original and transformed fiber-tracts. The whole-muscle average fiber-tract length, pennation angle, curvature, and physiological cross-sectional areas estimates did not differ significantly. DTI fiber-tracts in plantarflexion can be transformed to dorsiflexion position without significantly affecting the average architectural characteristics of the fiber-tracts. In the future, a similar approach could be used to evaluate muscle architecture in a contracted state.
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U2 - 10.1371/journal.pone.0302675
DO - 10.1371/journal.pone.0302675
M3 - Article
C2 - 40063556
AN - SCOPUS:86000632539
SN - 1932-6203
VL - 20
JO - PloS one
JF - PloS one
IS - 3 March
M1 - e0302675
ER -