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Natverse,一个用于组合和分析神经解剖学数据的多功能工具箱。

The natverse, a versatile toolbox for combining and analysing neuroanatomical data.

机构信息

Neurobiology Division, MRC Laboratory of Molecular Biology, Cambridge, United Kingdom.

Drosophila Connectomics Group, Department of Zoology, University of Cambridge, Cambridge, United Kingdom.

出版信息

Elife. 2020 Apr 14;9:e53350. doi: 10.7554/eLife.53350.

Abstract

To analyse neuron data at scale, neuroscientists expend substantial effort reading documentation, installing dependencies and moving between analysis and visualisation environments. To facilitate this, we have developed a suite of interoperable open-source R packages called the natverse. The natverse allows users to read local and remote data, perform popular analyses including visualisation and clustering and graph-theoretic analysis of neuronal branching. Unlike most tools, the natverse enables comparison across many neurons of morphology and connectivity after imaging or co-registration within a common template space. The natverse also enables transformations between different template spaces and imaging modalities. We demonstrate tools that integrate the vast majority of neuroanatomical light microscopy and electron microscopy connectomic datasets. The is an easy-to-use environment for neuroscientists to solve complex, large-scale analysis challenges as well as an open platform to create new code and packages to share with the community.

摘要

为了大规模分析神经元数据,神经科学家在阅读文档、安装依赖项以及在分析和可视化环境之间切换方面花费了大量精力。为了实现这一目标,我们开发了一套名为 natverse 的可互操作的开源 R 包。natverse 允许用户读取本地和远程数据,执行流行的分析,包括可视化和聚类以及神经元分支的图论分析。与大多数工具不同,natverse 能够在成像后或在公共模板空间内进行共配准后,对许多神经元的形态和连接进行比较。natverse 还能够在不同的模板空间和成像模式之间进行转换。我们展示了一些工具,这些工具集成了绝大多数神经解剖学的光学显微镜和电子显微镜连接组数据集。natverse 是神经科学家解决复杂的大规模分析挑战的简单易用的环境,也是创建新代码和包并与社区共享的开放平台。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1989/7242028/16d1182c3e85/elife-53350-fig1.jpg

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