Literature DB >> 26037050

N-acetyl-aspartate levels correlate with intra-axonal compartment parameters from diffusion MRI.

Elan J Grossman1, Ivan I Kirov2, Oded Gonen3, Dmitry S Novikov4, Matthew S Davitz5, Yvonne W Lui6, Robert I Grossman7, Matilde Inglese8, Els Fieremans9.   

Abstract

Diffusion MRI combined with biophysical modeling allows for the description of a white matter (WM) fiber bundle in terms of compartment specific white matter tract integrity (WMTI) metrics, which include intra-axonal diffusivity (Daxon), extra-axonal axial diffusivity (De||), extra-axonal radial diffusivity (De┴), axonal water fraction (AWF), and tortuosity (α) of extra-axonal space. Here we derive these parameters from diffusion kurtosis imaging to examine their relationship to concentrations of global WM N-acetyl-aspartate (NAA), creatine (Cr), choline (Cho) and myo-Inositol (mI), as measured with proton MR spectroscopy ((1)H-MRS), in a cohort of 25 patients with mild traumatic brain injury (MTBI). We found statistically significant (p<0.05) positive correlations between NAA and Daxon, AWF, α, and fractional anisotropy; negative correlations between NAA and De,┴ and the overall radial diffusivity (D┴). These correlations were supported by similar findings in regional analysis of the genu and splenium of the corpus callosum. Furthermore, a positive correlation in global WM was noted between Daxon and Cr, as well as a positive correlation between De|| and Cho, and a positive trend between De|| and mI. The specific correlations between NAA, an endogenous probe of the neuronal intracellular space, and WMTI metrics related to the intra-axonal space, combined with the specific correlations of De|| with mI and Cho, both predominantly present extra-axonally, corroborate the overarching assumption of many advanced modeling approaches that diffusion imaging can disentangle between the intra- and extra-axonal compartments in WM fiber bundles. Our findings are also generally consistent with what is known about the pathophysiology of MTBI, which appears to involve both intra-axonal injury (as reflected by a positive trend between NAA and Daxon) as well as axonal shrinkage, demyelination, degeneration, and/or loss (as reflected by correlations between NAA and De┴, AWF, and α).
Copyright © 2015 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Diffusion MRI; Diffusion kurtosis imaging; Mild traumatic brain injury; NAA; Proton magnetic resonance spectroscopy; White matter tract integrity

Mesh:

Substances:

Year:  2015        PMID: 26037050      PMCID: PMC4651014          DOI: 10.1016/j.neuroimage.2015.05.061

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


  61 in total

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Authors:  Hui Zhang; Torben Schneider; Claudia A Wheeler-Kingshott; Daniel C Alexander
Journal:  Neuroimage       Date:  2012-03-30       Impact factor: 6.556

Review 2.  Axonal pathology in traumatic brain injury.

Authors:  Victoria E Johnson; William Stewart; Douglas H Smith
Journal:  Exp Neurol       Date:  2012-01-20       Impact factor: 5.330

3.  Stroke assessment with diffusional kurtosis imaging.

Authors:  Edward S Hui; Els Fieremans; Jens H Jensen; Ali Tabesh; Wuwei Feng; Leonardo Bonilha; Maria V Spampinato; Robert Adams; Joseph A Helpern
Journal:  Stroke       Date:  2012-08-28       Impact factor: 7.914

4.  The role of gray and white matter segmentation in quantitative proton MR spectroscopic imaging.

Authors:  Assaf Tal; Ivan I Kirov; Robert I Grossman; Oded Gonen
Journal:  NMR Biomed       Date:  2012-06-20       Impact factor: 4.044

5.  On the nature of the NAA diffusion attenuated MR signal in the central nervous system.

Authors:  Christopher D Kroenke; Joseph J H Ackerman; Dmitriy A Yablonskiy
Journal:  Magn Reson Med       Date:  2004-11       Impact factor: 4.668

6.  Quantification of increased cellularity during inflammatory demyelination.

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7.  Mean apparent propagator (MAP) MRI: a novel diffusion imaging method for mapping tissue microstructure.

Authors:  Evren Özarslan; Cheng Guan Koay; Timothy M Shepherd; Michal E Komlosh; M Okan İrfanoğlu; Carlo Pierpaoli; Peter J Basser
Journal:  Neuroimage       Date:  2013-04-13       Impact factor: 6.556

8.  Diffuse axonal injury in mild traumatic brain injury: a 3D multivoxel proton MR spectroscopy study.

Authors:  Ivan I Kirov; Assaf Tal; James S Babb; Yvonne W Lui; Robert I Grossman; Oded Gonen
Journal:  J Neurol       Date:  2012-08-12       Impact factor: 4.849

9.  Proton MR spectroscopy correlates diffuse axonal abnormalities with post-concussive symptoms in mild traumatic brain injury.

Authors:  Ivan I Kirov; Assaf Tal; James S Babb; Joseph Reaume; Tamara Bushnik; Teresa A Ashman; Steven Flanagan; Robert I Grossman; Oded Gonen
Journal:  J Neurotrauma       Date:  2013-07-01       Impact factor: 5.269

10.  Cognitive impairment in mild traumatic brain injury: a longitudinal diffusional kurtosis and perfusion imaging study.

Authors:  E J Grossman; J H Jensen; J S Babb; Q Chen; A Tabesh; E Fieremans; D Xia; M Inglese; R I Grossman
Journal:  AJNR Am J Neuroradiol       Date:  2012-11-22       Impact factor: 3.825

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  16 in total

1.  In vivo quantification of demyelination and recovery using compartment-specific diffusion MRI metrics validated by electron microscopy.

Authors:  Ileana O Jelescu; Magdalena Zurek; Kerryanne V Winters; Jelle Veraart; Anjali Rajaratnam; Nathanael S Kim; James S Babb; Timothy M Shepherd; Dmitry S Novikov; Sungheon G Kim; Els Fieremans
Journal:  Neuroimage       Date:  2016-02-11       Impact factor: 6.556

2.  Modeling white matter tract integrity in aging with diffusional kurtosis imaging.

Authors:  Andreana Benitez; Jens H Jensen; Maria Fatima Falangola; Paul J Nietert; Joseph A Helpern
Journal:  Neurobiol Aging       Date:  2018-07-17       Impact factor: 4.673

Review 3.  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

4.  Elevated cerebrospinal fluid concentrations of N-acetylaspartate correlate with poor outcome in a pilot study of severe brain trauma.

Authors:  Nicole D Osier; Melody Ziari; Ava M Puccio; Samuel Poloyac; David O Okonkwo; Margaret B Minnigh; Sue R Beers; Yvette P Conley
Journal:  Brain Inj       Date:  2019-07-15       Impact factor: 2.311

5.  Investigating Brain White Matter in Football Players with and without Concussion Using a Biophysical Model from Multishell Diffusion MRI.

Authors:  S Chung; J Chen; T Li; Y Wang; Y W Lui
Journal:  AJNR Am J Neuroradiol       Date:  2022-05-19       Impact factor: 4.966

6.  Degeneracy in model parameter estimation for multi-compartmental diffusion in neuronal tissue.

Authors:  Ileana O Jelescu; Jelle Veraart; Els Fieremans; Dmitry S Novikov
Journal:  NMR Biomed       Date:  2015-11-29       Impact factor: 4.044

7.  Quantification of normal-appearing white matter tract integrity in multiple sclerosis: a diffusion kurtosis imaging study.

Authors:  Ivan de Kouchkovsky; Els Fieremans; Lazar Fleysher; Joseph Herbert; Robert I Grossman; Matilde Inglese
Journal:  J Neurol       Date:  2016-04-19       Impact factor: 4.849

8.  Diffusion kurtosis imaging probes cortical alterations and white matter pathology following cuprizone induced demyelination and spontaneous remyelination.

Authors:  C Guglielmetti; J Veraart; E Roelant; Z Mai; J Daans; J Van Audekerke; M Naeyaert; G Vanhoutte; R Delgado Y Palacios; J Praet; E Fieremans; P Ponsaerts; J Sijbers; A Van der Linden; M Verhoye
Journal:  Neuroimage       Date:  2015-10-23       Impact factor: 6.556

9.  Distinguishing neuronal from astrocytic subcellular microstructures using in vivo Double Diffusion Encoded 1H MRS at 21.1 T.

Authors:  Noam Shemesh; Jens T Rosenberg; Jean-Nicolas Dumez; Samuel C Grant; Lucio Frydman
Journal:  PLoS One       Date:  2017-10-02       Impact factor: 3.240

10.  White Matter Tract Integrity: An Indicator of Axonal Pathology after Mild Traumatic Brain Injury.

Authors:  Sohae Chung; Els Fieremans; Xiuyuan Wang; Nuri E Kucukboyaci; Charles J Morton; James Babb; Prin Amorapanth; Farng-Yang A Foo; Dmitry S Novikov; Steven R Flanagan; Joseph F Rath; Yvonne W Lui
Journal:  J Neurotrauma       Date:  2018-04-15       Impact factor: 5.269

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