» Articles » PMID: 28543843

White Matter Biomarkers from Fast Protocols Using Axially Symmetric Diffusion Kurtosis Imaging

Overview
Journal NMR Biomed
Publisher Wiley
Date 2017 May 26
PMID 28543843
Citations 25
Authors
Affiliations
Soon will be listed here.
Abstract

White matter tract integrity (WMTI) can characterize brain microstructure in areas with highly aligned fiber bundles. Several WMTI biomarkers have now been validated against microscopy and provided promising results in studies of brain development and aging, as well as in a number of brain disorders. Currently, WMTI is mostly used in dedicated animal studies and clinical studies of slowly progressing diseases, and has not yet emerged as a routine clinical tool. To this end, a less data intensive experimental method would be beneficial by enabling high resolution validation studies, and ease clinical applications by speeding up data acquisition compared with typical diffusion kurtosis imaging (DKI) protocols utilized as part of WMTI imaging. Here, we evaluate WMTI based on recently introduced axially symmetric DKI, which has lower data demand than conventional DKI. We compare WMTI parameters derived from conventional DKI with those calculated analytically from axially symmetric DKI. We employ numerical simulations, as well as data from fixed rat spinal cord (one sample) and in vivo human (three subjects) and rat brain (four animals). Our analysis shows that analytical WMTI based on axially symmetric DKI with sparse data sets (19 images) produces WMTI metrics that correlate strongly with estimates based on traditional DKI data sets (60 images or more). We demonstrate the preclinical potential of the proposed WMTI technique in in vivo rat brain (300 μm isotropic resolution with whole brain coverage in a 1 h acquisition). WMTI parameter estimates are subject to a duality leading to two solution branches dependent on a sign choice, which is currently debated. Results from both of these branches are presented and discussed throughout our analysis. The proposed fast WMTI approach may be useful for preclinical research and e.g. clinical evaluation of patients with traumatic white matter injuries or symptoms of neurovascular or neuroinflammatory disorders.

Citing Articles

The effects of locus coeruleus ablation on mouse brain volume and microstructure evaluated by high-field MRI.

Knopper R, Skoven C, Eskildsen S, Ostergaard L, Hansen B Front Cell Neurosci. 2024; 18:1498133.

PMID: 39722677 PMC: 11668759. DOI: 10.3389/fncel.2024.1498133.


Comprehensive Analysis of the 5xFAD Mouse Model of Alzheimer's Disease Using dMRI, Immunohistochemistry, and Neuronal and Glial Functional Metabolic Mapping.

Westi E, Molhemi S, Hansen C, Skoven C, Knopper R, Ahmad D Biomolecules. 2024; 14(10).

PMID: 39456227 PMC: 11505609. DOI: 10.3390/biom14101294.


Biophysical modeling and diffusion kurtosis imaging reveal microstructural alterations in normal-appearing white-matter regions of the brain in obstructive sleep apnea.

Hashim Z, Gupta M, Neyaz Z, Srivastava S, Mani V, Nath A Sleep Adv. 2024; 5(1):zpae031.

PMID: 38903701 PMC: 11187986. DOI: 10.1093/sleepadvances/zpae031.


Exploring vascular contributions to cognitive impairment and dementia (ENIGMA): protocol for a prospective observational study.

Vestergaard S, Damsbo A, Pedersen N, Zachariassen K, Drasbek K, Ostergaard L BMC Neurol. 2024; 24(1):110.

PMID: 38570800 PMC: 10988942. DOI: 10.1186/s12883-024-03601-7.


Reelin cells and sex-dependent synaptopathology in autism following postnatal immune activation.

Ardalan M, Chumak T, Quist A, Hermans E, Rafati A, Gravina G Br J Pharmacol. 2022; 179(17):4400-4422.

PMID: 35474185 PMC: 9545289. DOI: 10.1111/bph.15859.


References
1.
Jespersen S, Leigland L, Cornea A, Kroenke C . Determination of axonal and dendritic orientation distributions within the developing cerebral cortex by diffusion tensor imaging. IEEE Trans Med Imaging. 2011; 31(1):16-32. PMC: 3271123. DOI: 10.1109/TMI.2011.2162099. View

2.
Naess-Schmidt E, Blicher J, Eskildsen S, Tietze A, Hansen B, Stubbs P . Microstructural changes in the thalamus after mild traumatic brain injury: A longitudinal diffusion and mean kurtosis tensor MRI study. Brain Inj. 2017; 31(2):230-236. DOI: 10.1080/02699052.2016.1229034. View

3.
Paydar A, Fieremans E, Nwankwo J, Lazar M, Sheth H, Adisetiyo V . Diffusional kurtosis imaging of the developing brain. AJNR Am J Neuroradiol. 2013; 35(4):808-14. PMC: 7965814. DOI: 10.3174/ajnr.A3764. View

4.
Grossman E, Jensen J, Babb J, Chen Q, Tabesh A, Fieremans E . Cognitive impairment in mild traumatic brain injury: a longitudinal diffusional kurtosis and perfusion imaging study. AJNR Am J Neuroradiol. 2012; 34(5):951-7, S1-3. PMC: 3908903. DOI: 10.3174/ajnr.A3358. View

5.
Jelescu I, Veraart J, Fieremans E, Novikov D . Degeneracy in model parameter estimation for multi-compartmental diffusion in neuronal tissue. NMR Biomed. 2015; 29(1):33-47. PMC: 4920129. DOI: 10.1002/nbm.3450. View