Rohr Leander, Ehinger Alexandra, Rausch Luiselotte, Glöckner Burmeister Nina, Meixner Alfred J, Gronnier Julien, Harter Klaus, Kemmerling Birgit, Zur Oven-Krockhaus Sven
Center for Plant Molecular Biology (ZMBP), University of Tübingen, Tübingen, Germany.
Department of Biomedicine, Aarhus University, Aarhus, Denmark.
Front Plant Sci. 2024 Apr 19;15:1358935. doi: 10.3389/fpls.2024.1358935. eCollection 2024.
Super-resolution microscopy (SRM) approaches revolutionize cell biology by providing insights into the nanoscale organization and dynamics of macromolecular assemblies and single molecules in living cells. A major hurdle limiting SRM democratization is post-acquisition data analysis which is often complex and time-consuming. Here, we present OneFlowTraX, a user-friendly and open-source software dedicated to the analysis of single-molecule localization microscopy (SMLM) approaches such as single-particle tracking photoactivated localization microscopy (sptPALM). Through an intuitive graphical user interface, OneFlowTraX provides an automated all-in-one solution for single-molecule localization, tracking, as well as mobility and clustering analyses. OneFlowTraX allows the extraction of diffusion and clustering parameters of millions of molecules in a few minutes. Finally, OneFlowTraX greatly simplifies data management following the FAIR (Findable, Accessible, Interoperable, Reusable) principles. We provide a detailed step-by-step manual and guidelines to assess the quality of single-molecule analyses. Applying different fluorophores including mEos3.2, PA-GFP, and PATagRFP, we exemplarily used OneFlowTraX to analyze the dynamics of plant plasma membrane-localized proteins including an aquaporin, the brassinosteroid receptor Brassinosteroid Insensitive 1 (BRI1) and the Receptor-Like Protein 44 (RLP44).
超分辨率显微镜(SRM)方法通过深入了解活细胞中大分子组装体和单分子的纳米级组织及动力学,彻底改变了细胞生物学。限制SRM普及的一个主要障碍是采集后数据分析,这通常既复杂又耗时。在这里,我们展示了OneFlowTraX,这是一款用户友好的开源软件,专门用于分析单分子定位显微镜(SMLM)方法,如单粒子追踪光激活定位显微镜(sptPALM)。通过直观的图形用户界面,OneFlowTraX为单分子定位、追踪以及迁移率和聚类分析提供了一个自动化的一体化解决方案。OneFlowTraX能够在几分钟内提取数百万个分子的扩散和聚类参数。最后,OneFlowTraX按照FAIR(可查找、可访问、互操作、可重用)原则极大地简化了数据管理。我们提供了一份详细的分步手册和指南,以评估单分子分析的质量。我们应用了包括mEos3.2、PA-GFP和PATagRFP在内的不同荧光团,示例性地使用OneFlowTraX分析了植物质膜定位蛋白的动力学,包括一种水通道蛋白、油菜素类固醇受体油菜素类固醇不敏感1(BRI1)和类受体蛋白44(RLP44)。