Literature DB >> 26096639

Brain tissue compartment density estimated using diffusion-weighted MRI yields tissue parameters consistent with histology.

Farshid Sepehrband1,2, Kristi A Clark3, Jeremy F P Ullmann1, Nyoman D Kurniawan1, Gayeshika Leanage1, David C Reutens1, Zhengyi Yang1,4.   

Abstract

We examined whether quantitative density measures of cerebral tissue consistent with histology can be obtained from diffusion magnetic resonance imaging (MRI). By incorporating prior knowledge of myelin and cell membrane densities, absolute tissue density values were estimated from relative intracellular and intraneurite density values obtained from diffusion MRI. The NODDI (neurite orientation distribution and density imaging) technique, which can be applied clinically, was used. Myelin density estimates were compared with the results of electron and light microscopy in ex vivo mouse brain and with published density estimates in a healthy human brain. In ex vivo mouse brain, estimated myelin densities in different subregions of the mouse corpus callosum were almost identical to values obtained from electron microscopy (diffusion MRI: 42 ± 6%, 36 ± 4%, and 43 ± 5%; electron microscopy: 41 ± 10%, 36 ± 8%, and 44 ± 12% in genu, body and splenium, respectively). In the human brain, good agreement was observed between estimated fiber density measurements and previously reported values based on electron microscopy. Estimated density values were unaffected by crossing fibers.
© 2015 Wiley Periodicals, Inc.

Entities:  

Keywords:  DTI; NODDI; diffusion-weighted MRI; electron microscopy; tissue compartment density; validation

Mesh:

Year:  2015        PMID: 26096639      PMCID: PMC4545675          DOI: 10.1002/hbm.22872

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  68 in total

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Authors:  N Baumann; D Pham-Dinh
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3.  Optimal acquisition orders of diffusion-weighted MRI measurements.

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Review 4.  Microdysgenesis in epilepsy.

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5.  Neuropathological findings in primary generalized epilepsy: a study of eight cases.

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6.  Diameter, length, speed, and conduction delay of callosal axons in macaque monkeys and humans: comparing data from histology and magnetic resonance imaging diffusion tractography.

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  45 in total

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7.  Design and validation of diffusion MRI models of white matter.

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