Diffusion Tensor Imaging Reveals Whole-Brain Microstructural Changes in the P301L Mouse Model of Tauopathy.

IF 1.9 4区 医学 Q3 CLINICAL NEUROLOGY
Neurodegenerative Diseases Pub Date : 2020-01-01 Epub Date: 2021-05-11 DOI:10.1159/000515754
Aidana Massalimova, Ruiqing Ni, Roger M Nitsch, Marco Reisert, Dominik von Elverfeldt, Jan Klohs
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引用次数: 13

Abstract

Introduction: Increased expression of hyperphosphorylated tau and the formation of neurofibrillary tangles are associated with neuronal loss and white matter damage. Using high-resolution ex vivo diffusion tensor imaging (DTI), we investigated microstructural changes in the white and grey matter in the P301L mouse model of human tauopathy at 8.5 months of age. For unbiased computational analysis, we implemented a pipeline for voxel-based analysis (VBA) and atlas-based analysis (ABA) of DTI mouse brain data.

Methods: Hemizygous and homozygous transgenic P301L mice and non-transgenic littermates were used. DTI data were acquired for generation of fractional anisotropy (FA), mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity (AD) maps. VBA on the entire brain was performed using SPM8 and the SPM Mouse toolbox. Initially, all DTI maps were coregistered with the Allen mouse brain atlas to bring them to one common coordinate space. In VBA, coregistered DTI maps were normalized and smoothed in order to perform two-sample and unpaired t tests with false discovery rate correction to compare hemizygotes with non-transgenic littermates, homozygotes with non-transgenic littermates, and hemizygotes with homozygotes on each DTI parameter map. In ABA, the average values for selected regions of interests were computed with coregistered DTI maps and labels in Allen mouse brain atlas. Afterwards, a Kruskal-Wallis one-way ANOVA on ranks with a Tukey post hoc test was executed on the estimated average values.

Results: With VBA, we found pronounced and brain-wide spread changes when comparing homozygous, P301L mice with non-transgenic littermates, which were not seen when comparing hemizygous P301L with non-transgenic animals. Statistical comparison of DTI metrics in selected brain regions by ABA corroborated findings from VBA. FA was found to be decreased in most brain regions, while MD, RD, and AD were increased in homozygotes compared to hemizygotes and non-transgenic littermates.

Discussion/conclusion: High-resolution ex vivo DTI demonstrated brain-wide microstructural and gene-dose-dependent changes in the P301L mouse model of human tauopathy. The DTI analysis pipeline may serve for the phenotyping of models of tauopathy and other brain diseases.

弥散张量成像显示P301L小鼠脑损伤模型的全脑微结构变化。
导言:过度磷酸化的tau蛋白表达增加和神经原纤维缠结的形成与神经元丢失和白质损伤有关。采用高分辨率离体弥散张量成像(DTI)技术,研究了8.5月龄P301L人头病变小鼠模型白质和灰质的微观结构变化。为了进行无偏计算分析,我们实现了DTI小鼠脑数据的基于体素的分析(VBA)和基于图集的分析(ABA)管道。方法:采用半合子、纯合子转基因P301L小鼠和非转基因仔鼠。获取DTI数据生成分数各向异性(FA)、平均扩散率(MD)、径向扩散率(RD)和轴向扩散率(AD)图。使用SPM8和SPM鼠标工具箱对全脑进行VBA。最初,所有DTI地图都与Allen小鼠脑地图集共同注册,将它们带到一个共同的坐标空间。在VBA中,对共登记的DTI图谱进行归一化和平滑处理,以便进行双样本和非配对t检验,并校正错误发现率,比较每个DTI参数图谱上的半合子与非转基因胎仔、纯合子与非转基因胎仔、半合子与纯合子。在ABA中,选择感兴趣区域的平均值通过Allen小鼠脑图谱中共同注册的DTI图和标签计算。然后,对估计的平均值进行Kruskal-Wallis单因素方差分析和Tukey事后检验。结果:在VBA中,我们发现纯合子P301L小鼠与非转基因鼠仔比较时,出现了明显的全脑分布变化,而半合子P301L小鼠与非转基因鼠仔比较时则没有出现这种变化。通过ABA对选定脑区DTI指标的统计比较证实了VBA的发现。与半合子和非转基因幼崽相比,纯合子的FA在大多数脑区减少,而MD、RD和AD在半合子幼崽中增加。讨论/结论:高分辨率离体DTI显示了P301L人类牛头病小鼠模型的全脑微结构和基因剂量依赖性变化。DTI分析管道可用于牛头病和其他脑部疾病模型的表型分析。
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来源期刊
Neurodegenerative Diseases
Neurodegenerative Diseases 医学-临床神经学
CiteScore
5.90
自引率
0.00%
发文量
14
审稿时长
6-12 weeks
期刊介绍: ''Neurodegenerative Diseases'' is a bimonthly, multidisciplinary journal for the publication of advances in the understanding of neurodegenerative diseases, including Alzheimer''s disease, Parkinson''s disease, amyotrophic lateral sclerosis, Huntington''s disease and related neurological and psychiatric disorders.
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