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Updated: Mar 24, 2026

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Longitudinal development in the preterm thalamus and posterior white matter: MRI correlations between diffusion
Andrew Melbourne1, Zach Eaton-Rosen1, Eliza Orasanu1
1Centre for Medical Image Computing (CMIC), University College London, United Kingdom.
Insights
Advanced MRI techniques can measure myelin water fraction in preterm infants, aiding in predicting neurodevelopmental outcomes. This research quantifies myelination
Area of Science:
- Neuroimaging
- Developmental Neuroscience
- Biomarker Discovery
Background:
- Preterm infants face higher risks of adverse neurodevelopmental outcomes.
- White matter integrity, particularly myelination, is crucial for predicting neurological function.
- Accurate estimation of myelin content in the developing brain remains challenging.
Purpose of the Study:
- To demonstrate the feasibility of measuring myelin water fraction using accessible MRI sequences and advanced modeling.
- To investigate changes in white matter tissue composition and structure in very preterm infants.
- To differentiate the contributions of myelination to diffusion property changes in the preterm brain.
Main Methods:
- Combined diffusion MRI and multi-component T2 relaxation measurements.
- Acquired data from 37 very preterm infants (27-58 weeks corrected gestational age), with longitudinal data for 7.
- Applied multi-component fitting to multi-shell diffusion-weighted data for neurite density and spatial arrangement analysis.
Main Results:
- Successfully measured myelin water fraction using standard MRI techniques and algorithmic modeling.
- Observed that myelination accounts for approximately one-third of diffusion property changes in the preterm thalamus.
- Found no significant myelin water content contribution to the decrease in posterior white matter T2 relaxation times.
Conclusions:
- Quantitative myelin water fraction measurement is achievable in preterm infants.
- Advanced neuroimaging can reveal distinct contributions of myelination to tissue property changes.
- Findings support the development of myelin-based biomarkers for neurodevelopmental prognosis in preterm infants.
Abstract:
Infants born prematurely are at increased risk of adverse neurodevelopmental outcome. The measurement of white matter tissue composition and structure can help predict functional performance. Specifically, measurements of myelination and indicators of myelination status in the preterm brain could be predictive of later neurological outcome. Quantitative imaging of myelin could thus serve to develop biomarkers for prognosis or therapeutic intervention; however, accurate estimation of myelin content is difficult. This work combines diffusion MRI and multi-component T2 relaxation measurements in a group of 37 infants born very preterm and scanned between 27 and 58 weeks equivalent gestational age. Seven infants have longitudinal data at two time points that we analyze in detail. Our aim is to show that measurement of the myelin water fraction is achievable using widely available pulse sequences and state-of-the-art algorithmic modeling of the MR imaging procedure and that a multi-component fitting routine to multi-shell diffusion weighted data can show differences in neurite density and local spatial arrangement in grey and white matter. Inference on the myelin water fraction allows us to demonstrate that the change in diffusion properties of the preterm thalamus is not solely due to myelination (that increase in myelin content accounts for about a third of the observed changes) whilst the decrease in the posterior white matter T2 has no significant component that is due to myelin water content. This work applies multi-modal advanced quantitative neuroimaging to investigate changing tissue properties in the longitudinal setting. Hum Brain Mapp 37:2479-2492, 2016. © 2016 Wiley Periodicals, Inc.
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