Literature DB >> 18687404

Tract shape modelling provides evidence of topological change in corpus callosum genu during normal ageing.

Mark E Bastin1, Jakub P Piatkowski, Amos J Storkey, Laura J Brown, Alasdair M J Maclullich, Jonathan D Clayden.   

Abstract

Understanding how ageing affects brain structure is an important challenge for medical science. By allowing segmentation of fasciculi-of-interest from diffusion magnetic resonance imaging (dMRI) data, tractography provides a promising tool for assessing white matter connectivity in old age. However, the output from tractography algorithms is usually strongly dependent on the subjective location of user-specified seed points, with the result that it can be both difficult and time consuming to identify the same tract reliably in cross-sectional studies. Here we investigate whether a novel method for automatic single seed point placement based on tract shape modelling, termed probabilistic model-based neighbourhood tractography (PNT), can reliably segment the same tract from subject to subject in a non-demented cohort aged over 65 years. For the fasciculi investigated (genu and splenium of corpus callosum, cingulum cingulate gyri, corticospinal tracts and uncinate fasciculi), PNT was able to provide anatomically plausible representations of the tract in question in 70 to 90% of subjects compared with 2.5 to 60% if single seed points were simply transferred directly from standard to native space. In corpus callosum genu there was a significant negative correlation between a PNT-derived measure of tract shape similarity to a young brain reference tract and age, and a trend towards a significant negative correlation between tract-averaged fractional anisotropy and age; results that are consistent with previous dMRI studies of normal ageing. These data show that it is possible automatically to segment comparable tracts in the brains of older subjects using single seed point tractography, if the seed point is carefully chosen.

Mesh:

Year:  2008        PMID: 18687404     DOI: 10.1016/j.neuroimage.2008.06.047

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


  7 in total

1.  Quantifying the effects of normal ageing on white matter structure using unsupervised tract shape modelling.

Authors:  Mark E Bastin; Susana Muñoz Maniega; Karen J Ferguson; Laura J Brown; Joanna M Wardlaw; Alasdair M J MacLullich; Jonathan D Clayden
Journal:  Neuroimage       Date:  2010-02-17       Impact factor: 6.556

2.  Age-related changes in the corpus callosum in early-onset bipolar disorder assessed using volumetric and cross-sectional measurements.

Authors:  Melissa Lopez-Larson; Janis L Breeze; David N Kennedy; Steven M Hodge; Lena Tang; Constance Moore; Anthony J Giuliano; Nikos Makris; Verne S Caviness; Jean A Frazier
Journal:  Brain Imaging Behav       Date:  2010-12       Impact factor: 3.978

3.  Classification in DTI using shapes of white matter tracts.

Authors:  Nagesh Adluru; Chris Hinrichs; Moo K Chung; Jee-Eun Lee; Vikas Singh; Erin D Bigler; Nicholas Lange; Janet E Lainhart; Andrew L Alexander
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2009

4.  A general factor of brain white matter integrity predicts information processing speed in healthy older people.

Authors:  Lars Penke; Susana Muñoz Maniega; Catherine Murray; Alan J Gow; Maria C Valdés Hernández; Jonathan D Clayden; John M Starr; Joanna M Wardlaw; Mark E Bastin; Ian J Deary
Journal:  J Neurosci       Date:  2010-06-02       Impact factor: 6.167

5.  Shape analysis of the human association pathways.

Authors:  Fang-Cheng Yeh
Journal:  Neuroimage       Date:  2020-09-01       Impact factor: 6.556

6.  Tract-specific statistics based on diffusion-weighted probabilistic tractography.

Authors:  Andrew T Reid; Julia A Camilleri; Felix Hoffstaedter; Simon B Eickhoff
Journal:  Commun Biol       Date:  2022-02-17

7.  Does white matter structure or hippocampal volume mediate associations between cortisol and cognitive ageing?

Authors:  Simon R Cox; Sarah E MacPherson; Karen J Ferguson; Natalie A Royle; Susana Muñoz Maniega; Maria Del C Valdés Hernández; Mark E Bastin; Alasdair M J MacLullich; Joanna M Wardlaw; Ian J Deary
Journal:  Psychoneuroendocrinology       Date:  2015-08-12       Impact factor: 4.905

  7 in total

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