Human Brain Mapping · 2022 · 38 citations · 68 references
MedicineNeuroscienceRadiologyCognitive NeuroscienceDevelopmental NeuroscienceDiagnostic ImagingBrain ImagingDiffusion ImagingMagnetic Resonance ImagingPediatric ImagingWhite Matter TractsDiffusion Magnetic Resonance ImagingDiffusivityFractional AnisotropyMicrostructureRadial DiffusivityRestriction Spectrum ImagingWhite Matter ImagingWhite Matter Microstructure
Sex differences in white matter microstructure have been robustly demonstrated in the adult brain using both conventional and advanced diffusion-weighted magnetic resonance imaging approaches. However, sex differences in white matter microstructure prior to adulthood remain poorly understood; previous developmental work focused on conventional microstructure metrics and yielded mixed results. Here, we rigorously characterized sex differences in white matter microstructure among over 6000 children from the Adolescent Brain Cognitive Development study who were between 9 and 10 years old. Microstructure was quantified using both the conventional model-diffusion tensor imaging (DTI)-and an advanced model, restriction spectrum imaging (RSI). DTI metrics included fractional anisotropy (FA) and mean, axial, and radial diffusivity (MD, AD, RD). RSI metrics included normalized isotropic, directional, and total intracellular diffusion (N0, ND, NT). We found significant and replicable sex differences in DTI or RSI microstructure metrics in every white matter region examined across the brain. Sex differences in FA were regionally specific. Across white matter regions, boys exhibited greater MD, AD, and RD than girls, on average. Girls displayed increased N0, ND, and NT compared to boys, on average, suggesting greater cell and neurite density in girls. Together, these robust and replicable findings provide an important foundation for understanding sex differences in health and disease.
68
R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Bruce Fischl, David H. Salat, Evelina Busa et al. · Neuron · 2002 · 9K citations · Full text
MR diffusion tensor spectroscopy and imaging
Peter J. Basser, James Mattiello, D. LeBihan · Biophysical Journal · 1994 · 6K citations · Full text
Medicine, Neuroscience, Radiology +12