DTI tractography based parcellation of white matter: Application to the mid-sagittal morphology of corpus callosum

Morphology of the corpus callosum (CC) at the mid-sagittal level has been a target of extensive studies. However, the lack of internal structures and its polymorphism make it a challenging task to quantitatively analyze shape differences among subjects. In this paper, diffusion tensor Imaging (DTI) and tract tracing technique were applied to incorporate cortical connectivity information to the morphological study. The CC was parcellated into six major subdivisions based on trajectories to different cortical areas. This subdivision was performed for eight normal subjects and one stroke patient. The parcellated CCs of the normal subjects were normalized for morphological analysis. When comparing the stroke patient to the normal population, we detected significant atrophy in the motor and sensory areas of the patient CC, in line with the clinical deficits. This approach provides a new tool to investigate callosal morphology and functional relationships.

[1]  Derek K. Jones,et al.  Spatial Normalization and Averaging of Diffusion Tensor MRI Data Sets , 2002, NeuroImage.

[2]  Torleiv Høien,et al.  Magnetic resonance imaging of the corpus callosum in developmental dyslexia , 1992 .

[3]  V. Wedeen,et al.  Diffusion MRI of Complex Neural Architecture , 2003, Neuron.

[4]  M. Peters,et al.  The Parallel Brain: The Cognitive Neuroscience of the Corpus Callosum , 2004 .

[5]  N. Geschwind Disconnexion syndromes in animals and man. I. , 1965, Brain : a journal of neurology.

[6]  Alfonso Caramazza,et al.  Cognitive and Neural Mechanisms Underlying Visual and Semantic Processing: Implications from Optic Aphasia , 1995, Journal of Cognitive Neuroscience.

[7]  J C Mazziotta,et al.  Relationships between sulcal asymmetries and corpus callosum size: gender and handedness effects. , 2003, Cerebral cortex.

[8]  Hanna Damasio,et al.  Hemianopia Hemiachromatopsia and the Mechanisms of Alexia , 1986, Cortex.

[9]  Susumu Mori,et al.  Fiber tracking: principles and strategies – a technical review , 2002, NMR in biomedicine.

[10]  L. Younes,et al.  On the metrics and euler-lagrange equations of computational anatomy. , 2002, Annual review of biomedical engineering.

[11]  H. Moser,et al.  Imaging cortical association tracts in the human brain using diffusion‐tensor‐based axonal tracking , 2002, Magnetic resonance in medicine.

[12]  Jerry L Prince,et al.  A computerized approach for morphological analysis of the corpus callosum. , 1996, Journal of computer assisted tomography.

[13]  E HillisArgye,et al.  Cognitive and neural mechanisms underlying visual and semantic processing , 1995 .

[14]  Fred L. Bookstein,et al.  Corpus Callosum Shape and Neuropsychological Deficits in Adult Males with Heavy Fetal Alcohol Exposure , 2002, NeuroImage.

[15]  S. Wakana,et al.  Fiber tract-based atlas of human white matter anatomy. , 2004, Radiology.

[16]  A. Toga,et al.  Mapping morphology of the corpus callosum in schizophrenia. , 2000, Cerebral cortex.

[17]  Dario Grossi,et al.  Visual Associative Agnosia and Optic Aphasia. A Single Case Study and a Review of the Syndromes , 1992, Cortex.

[18]  Alfonso Caramazza,et al.  PERCEPTUA.ND LEXICA.ACTORS IN A CAS.F LETTER-BY-LETTER READING. , 1998, Cognitive neuropsychology.

[19]  J. Dejerine,et al.  Contribution a l'etude anatomo-pathologique et clinique des differentes varietes de cecite verbale , 2000 .

[20]  G. Humphreys,et al.  Visual object processing in optic aphasia: a case of semantic access agnosia , 1987 .

[21]  H. Lubs,et al.  Neuroanatomic differences between dyslexic and normal readers on magnetic resonance imaging scans. , 1991, Archives of neurology.

[22]  J. Staiger,et al.  Using High-resolution , 2022 .

[23]  P. V. van Zijl,et al.  Three‐dimensional tracking of axonal projections in the brain by magnetic resonance imaging , 1999, Annals of neurology.

[24]  A. Toga,et al.  Mapping callosal morphology and cognitive correlates , 2001, Neurology.

[25]  Jagath C. Rajapakse,et al.  Regional MRI measurements of the corpus callosum: a methodological and developmental study , 1996, Brain and Development.

[26]  Andrew L. Alexander,et al.  Lateral Asymmetry of Superior Longitudinal Fasciculus: A White Matter Tractography Study , 2004 .

[27]  Christos Davatzikos,et al.  A Framework for Callosal Fiber Distribution Analysis , 2002, NeuroImage.

[28]  C Riccio,et al.  Dyslexia and corpus callosum morphology. , 1995, Archives of neurology.

[29]  F. Lhermitte,et al.  A visual-speech disconnexion syndrome. Report of a case with optic aphasia, agnosic alexia and colour agnosia. , 1973, Brain : a journal of neurology.

[30]  Timothy Edward John Behrens,et al.  Non-invasive mapping of connections between human thalamus and cortex using diffusion imaging , 2003, Nature Neuroscience.

[31]  D. Shen,et al.  Spatial normalization of diffusion tensor fields , 2003, Magnetic resonance in medicine.

[32]  James C. Gee,et al.  Spatial transformations of diffusion tensor magnetic resonance images , 2001, IEEE Transactions on Medical Imaging.

[33]  E. Ross,et al.  Topography of the Human Corpus Callosum , 1985, Journal of neuropathology and experimental neurology.

[34]  M. Horsfield,et al.  Optimal strategies for measuring diffusion in anisotropic systems by magnetic resonance imaging , 1999, Magnetic resonance in medicine.

[35]  R. Holloway,,et al.  Sexual dimorphism in the human corpus callosum. , 1982, Science.

[36]  F. Bookstein Chapter 10 – Linear Methods for Nonlinear Maps: Procrustes Fits, Thin-Plate Splines, and the Biometric Analysis of Shape Variability , 1999 .

[37]  P. V. van Zijl,et al.  Analysis of noise effects on DTI‐based tractography using the brute‐force and multi‐ROI approach , 2004, Magnetic resonance in medicine.

[38]  P. Basser,et al.  Estimation of the effective self-diffusion tensor from the NMR spin echo. , 1994, Journal of magnetic resonance. Series B.

[39]  U Bellugi,et al.  Callosal morphology concurs with neurobehavioral and neuropathological findings in two neurodevelopmental disorders. , 1992, Archives of neurology.

[40]  John Nolte,et al.  The Human Brain An Introduction to Its Functional Anatomy , 2013 .

[41]  Norbert Schuff,et al.  Deformation tensor morphometry of semantic dementia with quantitative validation , 2004, NeuroImage.

[42]  G. Pearlson,et al.  Diffusion Tensor Imaging and Axonal Tracking in the Human Brainstem , 2001, NeuroImage.

[43]  S. F. Witelson Hand and sex differences in the isthmus and genu of the human corpus callosum. A postmortem morphological study. , 1989, Brain : a journal of neurology.

[44]  M. Raichle,et al.  Tracking neuronal fiber pathways in the living human brain. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[45]  S. F. Witelson The brain connection: the corpus callosum is larger in left-handers. , 1985, Science.