White matter tract crossing and bottleneck regions in the fetal brain
Camilo Calixto, Matheus D. Soldatelli, Bo Li, Lana Pierotich, Ali, Gholipour, Simon K. Warfield, Davood Karimi

TL;DR
This study maps crossing and bottleneck regions in fetal brain white matter using diffusion MRI, revealing high prevalence of complex tract configurations and emphasizing the need for improved imaging techniques.
Contribution
It provides the first quantification of crossing tracts and bottlenecks in the fetal brain across gestational ages using probabilistic tractography.
Findings
20-25% of voxels have 2-3 crossing tracts
75-80% of voxels are bottlenecks involving 4 or more tracts
Highlights challenges in fetal brain tractography
Abstract
There is a growing interest in using diffusion MRI to study the white matter tracts and structural connectivity of the fetal brain. Recent progress in data acquisition and processing suggests that this imaging modality has a unique role in elucidating the normal and abnormal patterns of neurodevelopment in utero. However, there have been no efforts to quantify the prevalence of crossing tracts and bottleneck regions, important issues that have been extensively researched for adult brains. In this work, we determined the brain regions with crossing tracts and bottlenecks between 23 and 36 gestational weeks. We performed probabilistic tractography on 59 fetal brain scans and extracted a set of 51 distinct white tracts, which we grouped into 10 major tract bundle groups. We analyzed the results to determine the patterns of tract crossings and bottlenecks. Our results showed that 20-25% of…
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Taxonomy
TopicsAdvanced Neuroimaging Techniques and Applications
MethodsSparse Evolutionary Training · Diffusion
