Literature DB >> 29253652

What dominates the time dependence of diffusion transverse to axons: Intra- or extra-axonal water?

Hong-Hsi Lee1, Els Fieremans2, Dmitry S Novikov2.   

Abstract

Brownian motion of water molecules provides an essential length scale, the diffusion length, commensurate with cell dimensions in biological tissues. Measuring the diffusion coefficient as a function of diffusion time makes in vivo diffusion MRI uniquely sensitive to the cellular features about three orders of magnitude below imaging resolution. However, there is a longstanding debate, regarding which contribution - intra- or extra-cellular - is more relevant in the overall time-dependence of the MRI-derived diffusion metrics. Here we resolve this debate in the human brain white matter. By varying not just the diffusion time, but also the gradient pulse duration of a standard diffusion MRI sequence, we identify a functional form of the measured time-dependent diffusion coefficient transverse to white matter tracts in 10 healthy volunteers. This specific functional form is shown to originate from the extra-axonal space, and provides estimates of the fiber packing correlation length for axons in a bundle. Our results offer a metric for the outer axonal diameter, a promising candidate marker for demyelination in neurodegenerative diseases. From the methodological perspective, our analysis demonstrates how competing models, which describe different physics yet interpolate standard measurements equally well, can be distinguished based on their prediction for an independent "orthogonal" measurement.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Diffusion; Microstructure; Model selection; Time dependence; White matter

Mesh:

Year:  2017        PMID: 29253652      PMCID: PMC6004237          DOI: 10.1016/j.neuroimage.2017.12.038

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  66 in total

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Authors:  Mark Jenkinson; Peter Bannister; Michael Brady; Stephen Smith
Journal:  Neuroimage       Date:  2002-10       Impact factor: 6.556

2.  Fiber composition of the human corpus callosum.

Authors:  F Aboitiz; A B Scheibel; R S Fisher; E Zaidel
Journal:  Brain Res       Date:  1992-12-11       Impact factor: 3.252

3.  Age-induced white matter changes in the human brain: a stereological investigation.

Authors:  Y Tang; J R Nyengaard; B Pakkenberg; H J Gundersen
Journal:  Neurobiol Aging       Date:  1997 Nov-Dec       Impact factor: 4.673

4.  An analytical model of restricted diffusion in bovine optic nerve.

Authors:  G J Stanisz; A Szafer; G A Wright; R M Henkelman
Journal:  Magn Reson Med       Date:  1997-01       Impact factor: 4.668

5.  Self diffusion of water in frog muscle.

Authors:  J E Tanner
Journal:  Biophys J       Date:  1979-10       Impact factor: 4.033

6.  Surface-to-volume ratio mapping of tumor microstructure using oscillating gradient diffusion weighted imaging.

Authors:  Olivier Reynaud; Kerryanne Veronica Winters; Dung Minh Hoang; Youssef Zaim Wadghiri; Dmitry S Novikov; Sungheon Gene Kim
Journal:  Magn Reson Med       Date:  2015-07-24       Impact factor: 4.668

7.  Axon diameter mapping in the presence of orientation dispersion with diffusion MRI.

Authors:  Hui Zhang; Penny L Hubbard; Geoff J M Parker; Daniel C Alexander
Journal:  Neuroimage       Date:  2011-02-19       Impact factor: 6.556

8.  Evaluation of restricted diffusion in cylinders. Phosphocreatine in rabbit leg muscle.

Authors:  P van Gelderen; D DesPres; P C van Zijl; C T Moonen
Journal:  J Magn Reson B       Date:  1994-03

9.  Distribution of axon diameters in cortical white matter: an electron-microscopic study on three human brains and a macaque.

Authors:  Daniel Liewald; Robert Miller; Nikos Logothetis; Hans-Joachim Wagner; Almut Schüz
Journal:  Biol Cybern       Date:  2014-08-21       Impact factor: 2.086

10.  An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging.

Authors:  Jesper L R Andersson; Stamatios N Sotiropoulos
Journal:  Neuroimage       Date:  2015-10-20       Impact factor: 6.556

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  30 in total

1.  Diffusion MRI microstructural models in the cervical spinal cord - Application, normative values, and correlations with histological analysis.

Authors:  Kurt G Schilling; Samantha By; Haley R Feiler; Bailey A Box; Kristin P O'Grady; Atlee Witt; Bennett A Landman; Seth A Smith
Journal:  Neuroimage       Date:  2019-07-19       Impact factor: 6.556

2.  Inferring diameters of spheres and cylinders using interstitial water.

Authors:  Sheryl L Herrera; Morgan E Mercredi; Richard Buist; Melanie Martin
Journal:  MAGMA       Date:  2018-06-04       Impact factor: 2.310

3.  MRI-based assessment of function and dysfunction in myelinated axons.

Authors:  William M Spees; Tsen-Hsuan Lin; Peng Sun; Chunyu Song; Ajit George; Sam E Gary; Hsin-Chieh Yang; Sheng-Kwei Song
Journal:  Proc Natl Acad Sci U S A       Date:  2018-10-08       Impact factor: 11.205

Review 4.  On modeling.

Authors:  Dmitry S Novikov; Valerij G Kiselev; Sune N Jespersen
Journal:  Magn Reson Med       Date:  2018-03-01       Impact factor: 4.668

Review 5.  Advanced Multicompartment Diffusion MRI Models and Their Application in Multiple Sclerosis.

Authors:  D A Lakhani; K G Schilling; J Xu; F Bagnato
Journal:  AJNR Am J Neuroradiol       Date:  2020-04-30       Impact factor: 3.825

Review 6.  Physical and numerical phantoms for the validation of brain microstructural MRI: A cookbook.

Authors:  Els Fieremans; Hong-Hsi Lee
Journal:  Neuroimage       Date:  2018-06-18       Impact factor: 6.556

Review 7.  Quantifying brain microstructure with diffusion MRI: Theory and parameter estimation.

Authors:  Dmitry S Novikov; Els Fieremans; Sune N Jespersen; Valerij G Kiselev
Journal:  NMR Biomed       Date:  2018-10-15       Impact factor: 4.044

8.  Age-related alterations in axonal microstructure in the corpus callosum measured by high-gradient diffusion MRI.

Authors:  Qiuyun Fan; Qiyuan Tian; Ned A Ohringer; Aapo Nummenmaa; Thomas Witzel; Sean M Tobyne; Eric C Klawiter; Choukri Mekkaoui; Bruce R Rosen; Lawrence L Wald; David H Salat; Susie Y Huang
Journal:  Neuroimage       Date:  2019-02-18       Impact factor: 6.556

9.  Along-axon diameter variation and axonal orientation dispersion revealed with 3D electron microscopy: implications for quantifying brain white matter microstructure with histology and diffusion MRI.

Authors:  Hong-Hsi Lee; Katarina Yaros; Jelle Veraart; Jasmine L Pathan; Feng-Xia Liang; Sungheon G Kim; Dmitry S Novikov; Els Fieremans
Journal:  Brain Struct Funct       Date:  2019-02-21       Impact factor: 3.270

Review 10.  The present and the future of microstructure MRI: From a paradigm shift to normal science.

Authors:  Dmitry S Novikov
Journal:  J Neurosci Methods       Date:  2020-10-21       Impact factor: 2.390

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