Diffusion-based tractography atlas of the human acoustic radiation

Diffusion MRI tractography allows in-vivo characterization of white matter architecture, including the localization and description of brain fibre bundles. However, some primary bundles are still only partially reconstructed, or not reconstructed at all. The acoustic radiation (AR) represents a prim...

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Veröffentlicht in:	Scientific reports Jg. 9; H. 1; S. 4046
Hauptverfasser:	Maffei, Chiara, Sarubbo, Silvio, Jovicich, Jorge
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London Nature Publishing Group UK 11.03.2019 Nature Publishing Group
Schlagworte:	59/57 631/378/2619 631/378/2649 Acoustics Adult Auditory Pathways - diagnostic imaging Auditory Pathways - physiology Brain Brain - anatomy & histology Brain - diagnostic imaging Brain - physiology Connectome Diffusion Magnetic Resonance Imaging - methods Diffusion Tensor Imaging - methods Hemispheric laterality Humanities and Social Sciences Humans Image Processing, Computer-Assisted - methods Investigations Localization Magnetic resonance imaging multidisciplinary Nerve Fibers - physiology Radiation Science Science (multidisciplinary) Substantia alba White Matter - anatomy & histology White Matter - diagnostic imaging White Matter - physiology
ISSN:	2045-2322, 2045-2322
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Abstract	Diffusion MRI tractography allows in-vivo characterization of white matter architecture, including the localization and description of brain fibre bundles. However, some primary bundles are still only partially reconstructed, or not reconstructed at all. The acoustic radiation (AR) represents a primary sensory pathway that has been largely omitted in many tractography studies because its location and anatomical features make it challenging to reconstruct. In this study, we investigated the effects of acquisition and tractography parameters on the AR reconstruction using publicly available Human Connectome Project data. The aims of this study are: (i) using a subgroup of subjects and a reference AR for each subject, define an optimum set of parameters for AR reconstruction, and (ii) use the optimum parameters set on the full group to build a tractography-based atlas of the AR. Starting from the same data, the use of different acquisition and tractography parameters lead to very different AR reconstructions. Optimal results in terms of topographical accuracy and correspondence to the reference were obtained for probabilistic tractography, high b-values and default tractography parameters: these parameters were used to build an AR probabilistic tractography atlas. A significant left-hemispheric lateralization was found in the AR reconstruction of the 34 subjects.
AbstractList	Diffusion MRI tractography allows in-vivo characterization of white matter architecture, including the localization and description of brain fibre bundles. However, some primary bundles are still only partially reconstructed, or not reconstructed at all. The acoustic radiation (AR) represents a primary sensory pathway that has been largely omitted in many tractography studies because its location and anatomical features make it challenging to reconstruct. In this study, we investigated the effects of acquisition and tractography parameters on the AR reconstruction using publicly available Human Connectome Project data. The aims of this study are: (i) using a subgroup of subjects and a reference AR for each subject, define an optimum set of parameters for AR reconstruction, and (ii) use the optimum parameters set on the full group to build a tractography-based atlas of the AR. Starting from the same data, the use of different acquisition and tractography parameters lead to very different AR reconstructions. Optimal results in terms of topographical accuracy and correspondence to the reference were obtained for probabilistic tractography, high b-values and default tractography parameters: these parameters were used to build an AR probabilistic tractography atlas. A significant left-hemispheric lateralization was found in the AR reconstruction of the 34 subjects. Diffusion MRI tractography allows in-vivo characterization of white matter architecture, including the localization and description of brain fibre bundles. However, some primary bundles are still only partially reconstructed, or not reconstructed at all. The acoustic radiation (AR) represents a primary sensory pathway that has been largely omitted in many tractography studies because its location and anatomical features make it challenging to reconstruct. In this study, we investigated the effects of acquisition and tractography parameters on the AR reconstruction using publicly available Human Connectome Project data. The aims of this study are: (i) using a subgroup of subjects and a reference AR for each subject, define an optimum set of parameters for AR reconstruction, and (ii) use the optimum parameters set on the full group to build a tractography-based atlas of the AR. Starting from the same data, the use of different acquisition and tractography parameters lead to very different AR reconstructions. Optimal results in terms of topographical accuracy and correspondence to the reference were obtained for probabilistic tractography, high b-values and default tractography parameters: these parameters were used to build an AR probabilistic tractography atlas. A significant left-hemispheric lateralization was found in the AR reconstruction of the 34 subjects. Diffusion MRI tractography allows in-vivo characterization of white matter architecture, including the localization and description of brain fibre bundles. However, some primary bundles are still only partially reconstructed, or not reconstructed at all. The acoustic radiation (AR) represents a primary sensory pathway that has been largely omitted in many tractography studies because its location and anatomical features make it challenging to reconstruct. In this study, we investigated the effects of acquisition and tractography parameters on the AR reconstruction using publicly available Human Connectome Project data. The aims of this study are: (i) using a subgroup of subjects and a reference AR for each subject, define an optimum set of parameters for AR reconstruction, and (ii) use the optimum parameters set on the full group to build a tractography-based atlas of the AR. Starting from the same data, the use of different acquisition and tractography parameters lead to very different AR reconstructions. Optimal results in terms of topographical accuracy and correspondence to the reference were obtained for probabilistic tractography, high b-values and default tractography parameters: these parameters were used to build an AR probabilistic tractography atlas. A significant left-hemispheric lateralization was found in the AR reconstruction of the 34 subjects.Diffusion MRI tractography allows in-vivo characterization of white matter architecture, including the localization and description of brain fibre bundles. However, some primary bundles are still only partially reconstructed, or not reconstructed at all. The acoustic radiation (AR) represents a primary sensory pathway that has been largely omitted in many tractography studies because its location and anatomical features make it challenging to reconstruct. In this study, we investigated the effects of acquisition and tractography parameters on the AR reconstruction using publicly available Human Connectome Project data. The aims of this study are: (i) using a subgroup of subjects and a reference AR for each subject, define an optimum set of parameters for AR reconstruction, and (ii) use the optimum parameters set on the full group to build a tractography-based atlas of the AR. Starting from the same data, the use of different acquisition and tractography parameters lead to very different AR reconstructions. Optimal results in terms of topographical accuracy and correspondence to the reference were obtained for probabilistic tractography, high b-values and default tractography parameters: these parameters were used to build an AR probabilistic tractography atlas. A significant left-hemispheric lateralization was found in the AR reconstruction of the 34 subjects.
ArticleNumber	4046
Author	Sarubbo, Silvio Jovicich, Jorge Maffei, Chiara
Author_xml	– sequence: 1 givenname: Chiara surname: Maffei fullname: Maffei, Chiara email: cmaffei@mgh.harvard.edu organization: Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Center for Mind/Brain Sciences - CIMeC, University of Trento – sequence: 2 givenname: Silvio surname: Sarubbo fullname: Sarubbo, Silvio organization: Division of Neurosurgery, Structural and Functional Connectivity Lab (SFC-LSB) Project, “S.Chiara” Hospital – sequence: 3 givenname: Jorge orcidid: 0000-0001-9504-7503 surname: Jovicich fullname: Jovicich, Jorge organization: Center for Mind/Brain Sciences - CIMeC, University of Trento, Department of Psychology and Cognitive Sciences, University of Trento
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Snippet	Diffusion MRI tractography allows in-vivo characterization of white matter architecture, including the localization and description of brain fibre bundles.... Diffusion MRI tractography allows in-vivo characterization of white matter architecture, including the localization and description of brain fibre bundles....
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SubjectTerms	59/57 631/378/2619 631/378/2649 Acoustics Adult Auditory Pathways - diagnostic imaging Auditory Pathways - physiology Brain Brain - anatomy & histology Brain - diagnostic imaging Brain - physiology Connectome Diffusion Magnetic Resonance Imaging - methods Diffusion Tensor Imaging - methods Hemispheric laterality Humanities and Social Sciences Humans Image Processing, Computer-Assisted - methods Investigations Localization Magnetic resonance imaging multidisciplinary Nerve Fibers - physiology Radiation Science Science (multidisciplinary) Substantia alba White Matter - anatomy & histology White Matter - diagnostic imaging White Matter - physiology
Title	Diffusion-based tractography atlas of the human acoustic radiation
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