title: Characterization of spinal cord white matter by suppressing signal from hindered space. A Monte Carlo simulation and an ex vivo ultrahigh-b diffusion-weighted imaging study.
abstract: Signal measured from white matter in diffusion-weighted imaging is difficult to interpret because of the heterogeneous structure of white matter. Characterization of the white matter will be straightforward if the signal contributed from the hindered space is suppressed and purely restricted signal is analyzed. In this study, a Monte Carlo simulation (MCS) of water diffusion in white matter was performed to understand the behavior of the diffusion-weighted signal in white matter. The signal originating from the hindered space of an excised pig cervical spinal cord white matter was suppressed using the ultrahigh-b radial diffusion-weighted imaging. A light microscopy image of a section of white matter was obtained from the excised pig cervical spinal cord for the MCS. The radial diffusion-weighted signals originating from each of the intra-axonal, extra-axonal, and total spaces were studied using the MCS. The MCS predicted that the radial diffusion-weighted signal remains almost constant in the intra-axonal space and decreases gradually to about 2% of its initial value in the extra-axonal space when the b-value is increased to 30,000s/mm2. The MCS also revealed that the diffusion-weighted signal for a b-value greater than 20,000s/mm2is mostly from the intra-axonal space. The decaying behavior of the signal-b curve obtained from ultrahigh-b diffusion-weighted imaging (bmax∼30,000s/mm2) of the excised pig cord was very similar to the decaying behavior of the total signal-b curve synthesized in the MCS. A mono-exponential plus constant fitting of the signal-b curve obtained from a white matter pixel estimated the values of constant fraction and apparent diffusion coefficient of decaying fraction as 0.32±0.05 and (0.16±0.01)×10-3mm2/s, respectively, which agreed well with the results of the MCS. The signal measured in the ultrahigh-b region (b>20,000s/mm2) is mostly from the restricted (intra-axonal) space. Integrity and intactness of the axons can be evaluated by assessing the remaining signal in the ultrahigh-b region.
authors.affiliation: Utah Center for Advanced Imaging Research, University of Utah, Salt Lake City, UT, USA; Department of Physics and Astronomy, University of Utah, Salt Lake City, UT, USA.
authors.forename: Nabraj
authors.initials: N
authors.lastname: Sapkota
authors.affiliation: Utah Center for Advanced Imaging Research, University of Utah, Salt Lake City, UT, USA.
authors.forename: Sook
authors.initials: S
authors.lastname: Yoon
authors.affiliation: Utah Center for Advanced Imaging Research, University of Utah, Salt Lake City, UT, USA; Department of Physics and Astronomy, University of Utah, Salt Lake City, UT, USA.
authors.forename: Bijaya
authors.initials: B
authors.lastname: Thapa
authors.affiliation: Utah Center for Advanced Imaging Research, University of Utah, Salt Lake City, UT, USA; Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT, USA.
authors.forename: YouJung
authors.initials: Y
authors.lastname: Lee
authors.affiliation: Department of Neurosurgery, University of Utah, Salt Lake City, UT, USA.
authors.forename: Erica F
authors.initials: EF
authors.lastname: Bisson
authors.affiliation: Department of Radiobiology, University of Utah, Salt Lake City, UT, USA.
authors.forename: Beth M
authors.initials: BM
authors.lastname: Bowman
authors.affiliation: Department of Radiobiology, University of Utah, Salt Lake City, UT, USA.
authors.forename: Scott C
authors.initials: SC
authors.lastname: Miller
authors.affiliation: Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT, USA.
authors.forename: Lubdha M
authors.initials: LM
authors.lastname: Shah
authors.affiliation: Department of Neurology, University of Utah, Salt Lake City, UT, USA.
authors.forename: John W
authors.initials: JW
authors.lastname: Rose
authors.affiliation: Utah Center for Advanced Imaging Research, University of Utah, Salt Lake City, UT, USA; Department of Radiology and Imaging Sciences, University of Utah, Salt Lake City, UT, USA. Electronic address: ek.jeong@utah.edu.
authors.forename: Eun-Kee
authors.initials: EK
authors.lastname: Jeong
keywords: Diffusion-weighted imaging; High-b; Monte Carlo simulation; Spinal cord; Ultrahigh-b; White matter