Can Single Shell Diffusion MRI Detect Synaptic Plasticity in Mice?

L. Brusini, F. Cruciani, I. Galazzo, A. Galbusera, M. Borin, G. Paolone, Giovanni Diana, M. Buffelli, A. Gozzi, G. Menegaz
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Abstract

Changes in the structure of synaptic connections underlie various physiological and neurological processes such as the development of new synapses and neuronal circuitry related to learning and memory processes or neural plasticity after injury and recovery. Recent technological advances, including two-photon microscopy and transgenic mice overexpressing fluorescent proteins have made possible to image individual dendritic arbors and spines in cortex in living animals. The aim of this work is to assess the detectability of such fine structural changes induced by Cytotoxic necrotizing factor 1 (CNF1) also via diffusion weighted Magnetic Resonance Imaging (dMRI). In this preliminary work, classical Diffusion Tensor Imaging (DTI)-based indices were derived for two groups of mice (twelve controls and fifteen CNF1-treated) and group differences were assessed by statistical analysis. T2-based Voxel Based (VBM) and Tensor Based Morphometry (TBM) were used for benchmarking. Results highlight an increment of both Fractional Anisotropy (FA) and Axial Diffusivity (AD) and a decrement of both Mean Diffusivity (MD) and Return To Plane Probability (RTPP) mainly in the visual and hippocampal areas. Our data suggest that mouse morphoanatomical imaging is sensitive to changes in neural plasticity.1
单壳扩散MRI能检测小鼠突触可塑性吗?
突触连接结构的变化是各种生理和神经过程的基础,如新突触和神经回路的发展与学习和记忆过程有关,或损伤和恢复后的神经可塑性。最近的技术进步,包括双光子显微镜和过表达荧光蛋白的转基因小鼠,使得在活体动物皮层中成像单个树突乔木和棘成为可能。这项工作的目的是通过扩散加权磁共振成像(dMRI)评估细胞毒性坏死性因子1 (CNF1)诱导的这种精细结构变化的可检测性。在本初步工作中,我们获得了两组小鼠(12只对照组和15只cnf1处理小鼠)基于弥散张量成像(DTI)的经典指标,并通过统计分析评估各组差异。采用基于t2的体素形态学(VBM)和基于张量形态学(TBM)进行基准测试。结果显示,分数各向异性(FA)和轴向扩散率(AD)增加,平均扩散率(MD)和返回平面概率(RTPP)减少,主要发生在视觉区和海马区。我们的数据表明,小鼠的形态解剖成像对神经可塑性的变化很敏感
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