Detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithm

The advent of diffusion magnetic resonance imaging allows researchers to virtually dissect white matter fibre pathways in the brain in vivo. This, for example, allows us to characterize and quantify how fibre tracts differ across populations in health and disease, and change as a function of trainin...

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Main Authors: Joyce L Chen, Sukhbinder eKumar, Victoria J Williamson, Jan eScholz, Timothy D Griffiths, Lauren eStewart
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-01-01
Series:Frontiers in Psychology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.00009/full
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spelling doaj-a6587e2c8472437da27b89569a6d8f1a2020-11-24T22:30:28ZengFrontiers Media S.A.Frontiers in Psychology1664-10782015-01-01610.3389/fpsyg.2015.00009117633Detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithmJoyce L Chen0Sukhbinder eKumar1Sukhbinder eKumar2Victoria J Williamson3Jan eScholz4Timothy D Griffiths5Timothy D Griffiths6Lauren eStewart7Heart and Stroke Foundation Canadian Partnership for Stroke Recovery, Sunnybrook Research InstituteUniversity of Newcastle upon TyneWellcome Trust Centre for NeuroimagingUniversity of SheffieldMouse Imaging Centre, The Hospital for Sick ChildrenUniversity of Newcastle upon TyneWellcome Trust Centre for NeuroimagingGoldsmiths, University of LondonThe advent of diffusion magnetic resonance imaging allows researchers to virtually dissect white matter fibre pathways in the brain in vivo. This, for example, allows us to characterize and quantify how fibre tracts differ across populations in health and disease, and change as a function of training. Based on diffusion MRI, prior literature reports the absence of the arcuate fasciculus (AF) in some control individuals and as well in those with congenital amusia. The complete absence of such a major anatomical tract is surprising given the subtle impairments that characterize amusia. Thus, we hypothesize that failure to detect the AF in this population may relate to the tracking algorithm used, and is not necessarily reflective of their phenotype. Diffusion data in control and amusic individuals were analyzed using three different tracking algorithms: deterministic and probabilistic, the latter either modeling two or one fibre populations. Across the three algorithms, we replicate prior findings of a left greater than right AF volume, but do not find group differences or an interaction. We detect the AF in all individuals using the probabilistic 2-fibre model, however, tracking failed in some control and amusic individuals when deterministic tractography was applied. These findings show that the ability to detect the AF in our sample is dependent on the type of tractography algorithm. This raises the question of whether failure to detect the AF in prior studies may be unrelated to the underlying anatomy or phenotype.http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.00009/fullDiffusion Magnetic Resonance ImagingtractographyArcuate FasciculusCongenital Amusiadeterministicprobabilisitic
collection DOAJ
language English
format Article
sources DOAJ
author Joyce L Chen
Sukhbinder eKumar
Sukhbinder eKumar
Victoria J Williamson
Jan eScholz
Timothy D Griffiths
Timothy D Griffiths
Lauren eStewart
spellingShingle Joyce L Chen
Sukhbinder eKumar
Sukhbinder eKumar
Victoria J Williamson
Jan eScholz
Timothy D Griffiths
Timothy D Griffiths
Lauren eStewart
Detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithm
Frontiers in Psychology
Diffusion Magnetic Resonance Imaging
tractography
Arcuate Fasciculus
Congenital Amusia
deterministic
probabilisitic
author_facet Joyce L Chen
Sukhbinder eKumar
Sukhbinder eKumar
Victoria J Williamson
Jan eScholz
Timothy D Griffiths
Timothy D Griffiths
Lauren eStewart
author_sort Joyce L Chen
title Detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithm
title_short Detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithm
title_full Detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithm
title_fullStr Detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithm
title_full_unstemmed Detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithm
title_sort detection of the arcuate fasciculus in congenital amusia depends on the tractography algorithm
publisher Frontiers Media S.A.
series Frontiers in Psychology
issn 1664-1078
publishDate 2015-01-01
description The advent of diffusion magnetic resonance imaging allows researchers to virtually dissect white matter fibre pathways in the brain in vivo. This, for example, allows us to characterize and quantify how fibre tracts differ across populations in health and disease, and change as a function of training. Based on diffusion MRI, prior literature reports the absence of the arcuate fasciculus (AF) in some control individuals and as well in those with congenital amusia. The complete absence of such a major anatomical tract is surprising given the subtle impairments that characterize amusia. Thus, we hypothesize that failure to detect the AF in this population may relate to the tracking algorithm used, and is not necessarily reflective of their phenotype. Diffusion data in control and amusic individuals were analyzed using three different tracking algorithms: deterministic and probabilistic, the latter either modeling two or one fibre populations. Across the three algorithms, we replicate prior findings of a left greater than right AF volume, but do not find group differences or an interaction. We detect the AF in all individuals using the probabilistic 2-fibre model, however, tracking failed in some control and amusic individuals when deterministic tractography was applied. These findings show that the ability to detect the AF in our sample is dependent on the type of tractography algorithm. This raises the question of whether failure to detect the AF in prior studies may be unrelated to the underlying anatomy or phenotype.
topic Diffusion Magnetic Resonance Imaging
tractography
Arcuate Fasciculus
Congenital Amusia
deterministic
probabilisitic
url http://journal.frontiersin.org/Journal/10.3389/fpsyg.2015.00009/full
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