Reconstruction of muscle fascicle architecture from iodine-enhanced microCT images: A combined texture mapping and streamline approach
| Autor: | Roger Mundry, Heiko Stark, Oliver Röhrle, Fabian T. Neininger, Thomas Heidlauf, Kornelius Kupczik |
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| Rok vydání: | 2015 |
| Předmět: |
Statistics and Probability
Muscle tissue Muscle fascicle Computer science General Biochemistry Genetics and Molecular Biology Masseter muscle Dogs Image Processing Computer-Assisted medicine Animals Segmentation Muscle Skeletal Staining and Labeling General Immunology and Microbiology Masseter Muscle Applied Mathematics Skull Skeletal muscle X-Ray Microtomography General Medicine Anatomy Fascicle Sagittal plane Biomechanical Phenomena medicine.anatomical_structure Modeling and Simulation Female Tomography General Agricultural and Biological Sciences Iodine |
| Zdroj: | Journal of Theoretical Biology. 382:34-43 |
| ISSN: | 0022-5193 |
| DOI: | 10.1016/j.jtbi.2015.06.034 |
| Popis: | Skeletal muscle models are used to investigate motion and force generation in both biological and bioengineering research. Yet, they often lack a realistic representation of the muscle's internal architecture which is primarily composed of muscle fibre bundles, known as fascicles. Recently, it has been shown that fascicles can be resolved with micro-computed tomography (µCT) following staining of the muscle tissue with iodine potassium iodide (I2KI). Here, we present the reconstruction of the fascicular spatial arrangement and geometry of the superficial masseter muscle of a dog based on a combination of pattern recognition and streamline computation. A cadaveric head of a dog was incubated in I2KI and µCT-scanned. Following segmentation of the masseter muscle a statistical pattern recognition algorithm was applied to create a vector field of fascicle directions. Streamlines were then used to transform the vector field into a realistic muscle fascicle representation. The lengths of the reconstructed fascicles and the pennation angles in two planes (frontal and sagittal) were extracted and compared against a tracked fascicle field obtained through cadaver dissection. Both fascicle lengths and angles were found to vary substantially within the muscle confirming the complex and heterogeneous nature of skeletal muscle described by previous studies. While there were significant differences in the pennation angle between the experimentally derived and µCT-reconstructed data, there was congruence in the fascicle lengths. We conclude that the presented approach allows for embedding realistic fascicle information into finite element models of skeletal muscles to better understand the functioning of the musculoskeletal system. |
| Databáze: | OpenAIRE |
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