In vivo measurement of axon diameter distribution in the corpus callosum of rat brain.

Here, we present the first in vivo non-invasive measurement of the axon diameter distribution in the rat corpus callosum. Previously, this measurement was only possible using invasive histological methods. The axon diameter, along with other physical properties, such as the intra-axonal resistance, membrane resistance and capacitance etc. helps determine many important functional properties of nerves, such as their conduction velocity. In this work, we provide a novel magnetic resonance imaging method called AxCaliber, which can resolve the distinct signatures of trapped water molecules diffusing within axons as well as water molecules diffusing freely within the extra-axonal space. Using a series of diffusion weighted magnetic resonance imaging brain scans, we can reliably infer both the distribution of axon diameters and the volume fraction of these axons within each white matter voxel. We were able to verify the known microstructural variation along the corpus callosum of the rat from the anterior (genu) to posterior (splenium) regions. AxCaliber yields a narrow distribution centered approximately 1 microm in the genu and splenium and much broader distributions centered approximately 3 microm in the body of the corpus callosum. The axon diameter distribution found by AxCaliber is generally broader than those usually obtained by histology. One factor contributing to this difference is the significant tissue shrinkage that results from histological preparation. To that end, AxCaliber might provide a better estimate of the in vivo morphology of white matter. Being a magnetic resonance imaging based methodology, AxCaliber has the potential to be used in human scanners for morphological studies of white matter in normal and abnormal development, and white matter related diseases.

[1]  J. Hursh THE PROPERTIES OF GROWING NERVE FIBERS , 1939 .

[2]  S. Waxman Determinants of conduction velocity in myelinated nerve fibers , 1980, Muscle & nerve.

[3]  J. M. Ritchie,et al.  On the relation between fibre diameter and conduction velocity in myelinated nerve fibres , 1982, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[4]  P. L. Randall Schizophrenia, abnormal connection, and brain evolution. , 1983, Medical hypotheses.

[5]  H. Uusitalo,et al.  THE EFFECT OF FIXATION ON CORNEAL ENDOTHELIAL CELL DIMENSIONS AND MORPHOLOGY IN SCANNING ELECTRON MICROSCOPY , 1984, Acta ophthalmologica.

[6]  A. Scheibel,et al.  Fiber composition of the human corpus callosum , 1992, Brain Research.

[7]  J R Hesselink,et al.  MR imaging of the corpus callosum. , 1993, AJR. American journal of roentgenology.

[8]  C. Njiokiktjien,et al.  Callosal size in children with learning disabilities , 1994, Behavioural Brain Research.

[9]  P. Basser,et al.  MR diffusion tensor spectroscopy and imaging. , 1994, Biophysical journal.

[10]  Partha P. Mitra,et al.  Effects of Finite Gradient-Pulse Widths in Pulsed-Field-Gradient Diffusion Measurements , 1995 .

[11]  P. Basser Inferring microstructural features and the physiological state of tissues from diffusion‐weighted images , 1995, NMR in biomedicine.

[12]  P. Basser,et al.  Toward a quantitative assessment of diffusion anisotropy , 1996, Magnetic resonance in medicine.

[13]  Trevor Mudge,et al.  An Analytical Model , 1996 .

[14]  R. Ruff,et al.  The Axon , 1996, Neurology.

[15]  P. Basser,et al.  Diffusion tensor MR imaging of the human brain. , 1996, Radiology.

[16]  S Arndt,et al.  An MRI study of the corpus callosum in autism. , 1997, The American journal of psychiatry.

[17]  A. Szafer,et al.  An analytical model of restricted diffusion in bovine optic nerve , 1997, Magnetic resonance in medicine.

[18]  P. Basser,et al.  A simplified method to measure the diffusion tensor from seven MR images , 1998, Magnetic resonance in medicine.

[19]  Callaghan,et al.  Spin Echo Analysis of Restricted Diffusion under Generalized Gradient Waveforms: Planar, Cylindrical, and Spherical Pores with Wall Relaxivity. , 1999, Journal of magnetic resonance.

[20]  J. Piven,et al.  An MRI study of the corpus callosum and cerebellum in mentally retarded autistic individuals. , 1999, The Journal of neuropsychiatry and clinical neurosciences.

[21]  J. A. Cramer,et al.  Alcohol exposure during the first two trimesters equivalent alters granule cell number and neurotrophin expression in the developing rat olfactory bulb. , 1999, Journal of neurobiology.

[22]  D. Rice,et al.  Critical periods of vulnerability for the developing nervous system: evidence from humans and animal models. , 2000, Environmental health perspectives.

[23]  Francisco Aboitiz,et al.  Cross-Species and Intraspecies Morphometric Analysis of the Corpus Callosum , 2000, Brain, Behavior and Evolution.

[24]  Francisco Aboitiz,et al.  Species Differences and Similarities in the Fine Structure of the Mammalian Corpus callosum , 2001, Brain, Behavior and Evolution.

[25]  Delores Saddler,et al.  Research Review , 2012 .

[26]  T. Hendler,et al.  High b‐value q‐space analyzed diffusion‐weighted MRI: Application to multiple sclerosis , 2002, Magnetic resonance in medicine.

[27]  Yaniv Assaf,et al.  Changes in axonal morphology in experimental autoimmune neuritis as studied by high b‐value q‐space 1H and 2H DQF diffusion magnetic resonance spectroscopy , 2002, Magnetic resonance in medicine.

[28]  Derek K. Jones,et al.  Diffusion‐tensor MRI: theory, experimental design and data analysis – a technical review , 2002 .

[29]  P.J. Basser,et al.  Diffusion-tensor MRI: theory, experimental design, and data analysis , 2002, Proceedings of the Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society] [Engineering in Medicine and Biology.

[30]  F. Aboitiz,et al.  One hundred million years of interhemispheric communication: the history of the corpus callosum. , 2003, Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologicas.

[31]  P. Basser,et al.  New modeling and experimental framework to characterize hindered and restricted water diffusion in brain white matter , 2004, Magnetic resonance in medicine.

[32]  R. Egashira,et al.  Acquired lesions of the corpus callosum: MR imaging , 2006, European Radiology.

[33]  D. Kamnasaran Agenesis of the corpus callosum: lessons from humans and mice. , 2005, Clinical and investigative medicine. Medecine clinique et experimentale.

[34]  Yaniv Assaf,et al.  Composite hindered and restricted model of diffusion (CHARMED) MR imaging of the human brain , 2005, NeuroImage.

[35]  Y. Yovel,et al.  AxCaliber – A Method to Measure the Axon Diameter Distribution and Density in Neuronal Tissues , 2005 .

[36]  Jun Yoshino,et al.  Demyelination increases radial diffusivity in corpus callosum of mouse brain , 2005, NeuroImage.

[37]  Hsiao-Fang Liang,et al.  Noninvasive detection of cuprizone induced axonal damage and demyelination in the mouse corpus callosum , 2006, Magnetic resonance in medicine.

[38]  Y. Assaf,et al.  Diffusion Tensor Imaging (DTI)-based White Matter Mapping in Brain Research: A Review , 2007, Journal of Molecular Neuroscience.

[39]  R. E. Schmidt,et al.  Toward accurate diagnosis of white matter pathology using diffusion tensor imaging , 2007, Magnetic resonance in medicine.

[40]  Non Parametric Approach for Axon Diameter Distribution Estimation from Diffusion Measurements , 2007 .

[41]  J. R. Hughes Autism: The first firm finding = underconnectivity? , 2007, Epilepsy & Behavior.

[42]  On the Relation between the Conduction-rate , the Fibre-diameter and the Internodal Distance of the Medullated Nerve Fibre , 2007 .

[43]  P. Basser,et al.  Axcaliber: A method for measuring axon diameter distribution from diffusion MRI , 2008, Magnetic resonance in medicine.

[44]  Andre D. A. Souza,et al.  Indirect measurement of regional axon diameter in excised mouse spinal cord with q-space imaging: Simulation and experimental studies , 2008, NeuroImage.

[45]  D. Livy,et al.  Alcohol exposure during the first two trimesters-equivalent alters the development of corpus callosum projection neurons in the rat. , 2008, Alcohol.