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虚拟鼠脑:一个用于研究全鼠脑动力学的计算神经信息学平台。

The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics.

机构信息

Aix Marseille Univ, INSERM, INS, Inst Neurosci Syst, Marseille, France.

出版信息

eNeuro. 2017 Jun 28;4(3). doi: 10.1523/ENEURO.0111-17.2017. eCollection 2017 May-Jun.

Abstract

Connectome-based modeling of large-scale brain network dynamics enables causal interrogation of the brain's structure-function relationship, necessitating the close integration of diverse neuroinformatics fields. Here we extend the open-source simulation software The Virtual Brain (TVB) to whole mouse brain network modeling based on individual diffusion magnetic resonance imaging (dMRI)-based or tracer-based detailed mouse connectomes. We provide practical examples on how to use The Virtual Mouse Brain (TVMB) to simulate brain activity, such as seizure propagation and the switching behavior of the resting state dynamics in health and disease. TVMB enables theoretically driven experimental planning and ways to test predictions in the numerous strains of mice available to study brain function in normal and pathological conditions.

摘要

基于连接组学的大脑网络动力学建模能够对大脑的结构-功能关系进行因果推断,这需要密切整合各种神经信息学领域。在这里,我们将开源模拟软件 The Virtual Brain(TVB)扩展到基于个体扩散磁共振成像(dMRI)或示踪剂的详细小鼠连接组学的全鼠脑网络建模。我们提供了如何使用 The Virtual Mouse Brain(TVMB)来模拟脑活动的实际示例,例如癫痫发作的传播以及健康和疾病状态下静息态动力学的切换行为。TVMB 能够在理论上驱动实验规划,并为研究正常和病理条件下大脑功能的众多可供研究的小鼠品系提供测试预测的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c90d/5489253/e92905e3414a/enu003172339r001.jpg

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