Miniature pig model of human adolescent brain white matter development

白质 胼胝体 部分各向异性 峰度 磁共振弥散成像 人脑 磁共振成像 大脑大小 神经科学 核医学 心理学 医学 放射科 数学 统计
作者
Meghann Ryan,Paul M. Sherman,Laura M. Rowland,S. Andrea Wijtenburg,Ashley Acheson,Els Fieremans,Jelle Veraart,Dmitry S. Novikov,L. Elliot Hong,John Sladky,Philippine Dana Peralta,Peter Kochunov,Stephen A. McGuire
出处
期刊:Journal of Neuroscience Methods [Elsevier BV]
卷期号:296: 99-108 被引量:21
标识
DOI:10.1016/j.jneumeth.2017.12.017
摘要

Neuroscience research in brain development and disorders can benefit from an in vivo animal model that portrays normal white matter (WM) development trajectories and has a sufficiently large cerebrum for imaging with human MRI scanners and protocols. Twelve three-month-old Sinclair™ miniature pigs (Sus scrofa domestica) were longitudinally evaluated during adolescent development using advanced diffusion weighted imaging (DWI) focused on cerebral WM. Animals had three MRI scans every 23.95 ± 3.73 days using a 3-T scanner. The DWI imaging protocol closely modeled advanced human structural protocols and consisted of fifteen b-shells (b = 0–3500 s/mm2) with 32-directions/shell. DWI data were analyzed using diffusion kurtosis and bi-exponential modeling that provided measurements that included fractional anisotropy (FA), radial kurtosis, kurtosis anisotropy (KA), axial kurtosis, tortuosity, and permeability-diffusivity index (PDI). Significant longitudinal effects of brain development were observed for whole-brain average FA, KA, and PDI (all p < 0.001). There were expected regional differences in trends, with corpus callosum fibers showing the highest rate of change. Pigs have a large, gyrencephalic brain that can be studied using clinical MRI scanners/protocols. Pigs are less complex than non-human primates thus satisfying the “replacement” principle of animal research. Longitudinal effects were observed for whole-brain and regional diffusion measurements. The changes in diffusion measurements were interepreted as evidence for ongoing myelination and maturation of cerebral WM. Corpus callosum and superficial cortical WM showed the expected higher rates of change, mirroring results in humans.
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