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

There is a need for accurate quantitative non-invasive biomarkers to monitor myelin pathology in vivo and distinguish myelin changes from other pathological features including inflammation and axonal loss. Conventional MRI metrics such as T2, magnetization transfer ratio and radial diffusivity have...

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Veröffentlicht in:NeuroImage (Orlando, Fla.) Fla.), 2016-05, Vol.132, p.104-114
Hauptverfasser: Jelescu, Ileana O., Zurek, Magdalena, Winters, Kerryanne V., Veraart, Jelle, Rajaratnam, Anjali, Kim, Nathanael S., Babb, James S., Shepherd, Timothy M., Novikov, Dmitry S., Kim, Sungheon G., Fieremans, Els
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Sprache:eng
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Zusammenfassung:There is a need for accurate quantitative non-invasive biomarkers to monitor myelin pathology in vivo and distinguish myelin changes from other pathological features including inflammation and axonal loss. Conventional MRI metrics such as T2, magnetization transfer ratio and radial diffusivity have proven sensitivity but not specificity. In highly coherent white matter bundles, compartment-specific white matter tract integrity (WMTI) metrics can be directly derived from the diffusion and kurtosis tensors: axonal water fraction, intra-axonal diffusivity, and extra-axonal radial and axial diffusivities. We evaluate the potential of WMTI to quantify demyelination by monitoring the effects of both acute (6weeks) and chronic (12weeks) cuprizone intoxication and subsequent recovery in the mouse corpus callosum, and compare its performance with that of conventional metrics (T2, magnetization transfer, and DTI parameters). The changes observed in vivo correlated with those obtained from quantitative electron microscopy image analysis. A 6-week intoxication produced a significant decrease in axonal water fraction (p
ISSN:1053-8119
1095-9572
DOI:10.1016/j.neuroimage.2016.02.004