MSI-Explorer:用于质谱成像数据分析的Napari驱动工具
Nay Min Min Thaw Saw1, Lennart Kowitz1, Peter Lampen1
1Leibniz-Institut für Analytische Wissenschaften─ISAS─e.V., Otto-Hahn-Str. 6b, Dortmund 44227, Germany.
Analytical chemistry
|June 6, 2025
概括
MSI-Explorer是一款用于质谱成像 (MSI) 数据分析的新napari插件. 它提供开源工具用于空间奥米克研究,改进数据处理,可视化和量化.
科学领域:
- 生物医学成像学 生物医学成像学
- 空间奥米克斯 空间奥米克斯
- 质谱成像 (MSI) 的成像
背景情况:
- 质谱成像 (MSI) 对于生物样本中生物分子的无标签空间定位至关重要.
- 对MSI数据分析的有限的开源工具阻碍了其广泛采用和与其他成像平台的集成.
- 一个流行的图像分析平台Napari对MSI数据缺乏原生支持,这限制了其在空间奥米克研究中的实用性.
研究的目的:
- 介绍MSI-Explorer,这是第一个napari插件,旨在进行交互式质谱成像数据分析.
- 为MSI数据处理,光谱分析,分子注释和纳帕里环境中的量化提供一个用户友好的界面.
- 通过促进开放和可访问的工具,弥合MSI数据分析和更广泛的生物成像社区之间的差距.
主要方法:
- 开发MSI-Explorer作为一个napari插件.
- 集成MSI特定的功能与napari的可视化功能.
- 实现交互式工具用于图像策划,多式联络分析和高效的数据处理.
主要成果:
- MSI-Explorer为MSI数据分析提供了一个交互式和用户友好的界面.
- 该插件可实现MSI数据集的全面处理,光谱分析,分子注释和量化.
- 它增强了图像策划,并促进了纳帕里内部的多式联络分析.
结论:
- MSI-Explorer解决了在质谱成像中的可访问,开源工具的需求.
- 该插件增强了napari的实用性,用于空间奥米克和生物成像研究.
- 它促进复杂的MSI数据的综合和高效分析.
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