Quantification of diffusion tensor imaging in normal white matter maturation of early childhood using an automated processing pipeline
- 1. University of Malaya, Department of Biomedical Imaging, University Malaya Research Imaging Centre (UMRIC), Faculty of Medicine, Kuala Lumpur (Malaysia)
- 2. University Malaya, Biomedical Imaging Department, Kuala Lumpur (Malaysia)
- 3. University of Malaya, Department of Paediatrics, Faculty of Medicine, Kuala Lumpur (Malaysia)
Description
The degree and status of white matter myelination can be sensitively monitored using diffusion tensor imaging (DTI). This study looks at the measurement of fractional anistropy (FA) and mean diffusivity (MD) using an automated ROI with an existing DTI atlas. Anatomical MRI and structural DTI were performed cross-sectionally on 26 normal children (newborn to 48 months old), using 1.5-T MRI. The automated processing pipeline was implemented to convert diffusion-weighted images into the NIfTI format. DTI-TK software was used to register the processed images to the ICBM DTI-81 atlas, while AFNI software was used for automated atlas-based volumes of interest (VOIs) and statistical value extraction. DTI exhibited consistent grey-white matter contrast. Triphasic temporal variation of the FA and MD values was noted, with FA increasing and MD decreasing rapidly early in the first 12 months. The second phase lasted 12-24 months during which the rate of FA and MD changes was reduced. After 24 months, the FA and MD values plateaued. DTI is a superior technique to conventional MR imaging in depicting WM maturation. The use of the automated processing pipeline provides a reliable environment for quantitative analysis of high-throughput DTI data. (orig.)
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-012-2396-3Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology
- Journal Volume
- 22
- Journal Issue
- 7
- Journal Page Range
- p. 1413-1426
- ISSN
- 0938-7994
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 43076221
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ANISOTROPY; AUTOMATION; BRAIN; CELL MEMBRANES; CHILDREN; COMPUTER CODES; DIFFUSION; IMAGE PROCESSING; MAPPING; NMR IMAGING; PEDIATRICS; RELAXATION TIME; TENSORS; WEIGHTING FUNCTIONS
- Descriptors DEC
- AGE GROUPS; ANIMALS; BODY; CELL CONSTITUENTS; CENTRAL NERVOUS SYSTEM; DIAGNOSTIC TECHNIQUES; FUNCTIONS; MAMMALS; MAN; MEDICINE; MEMBRANES; NERVOUS SYSTEM; ORGANS; PRIMATES; PROCESSING; VERTEBRATES