Caetano Fabiana A, Dirk Brennan S, Tam Joshua H K, Cavanagh P Craig, Goiko Maria, Ferguson Stephen S G, Pasternak Stephen H, Dikeakos Jimmy D, de Bruyn John R, Heit Bryan
The J. Allyn Taylor Centre for Cell Biology, Robarts Research Institute and the Department of Physiology and Pharmacology, The University of Western Ontario, London, Ontario, Canada.
Department of Microbiology and Immunology, The University of Western Ontario, London, Ontario, Canada.
PLoS Comput Biol. 2015 Dec 11;11(12):e1004634. doi: 10.1371/journal.pcbi.1004634. eCollection 2015 Dec.
Our current understanding of the molecular mechanisms which regulate cellular processes such as vesicular trafficking has been enabled by conventional biochemical and microscopy techniques. However, these methods often obscure the heterogeneity of the cellular environment, thus precluding a quantitative assessment of the molecular interactions regulating these processes. Herein, we present Molecular Interactions in Super Resolution (MIiSR) software which provides quantitative analysis tools for use with super-resolution images. MIiSR combines multiple tools for analyzing intermolecular interactions, molecular clustering and image segmentation. These tools enable quantification, in the native environment of the cell, of molecular interactions and the formation of higher-order molecular complexes. The capabilities and limitations of these analytical tools are demonstrated using both modeled data and examples derived from the vesicular trafficking system, thereby providing an established and validated experimental workflow capable of quantitatively assessing molecular interactions and molecular complex formation within the heterogeneous environment of the cell.
我们目前对调节细胞过程(如囊泡运输)的分子机制的理解是通过传统的生化和显微镜技术实现的。然而,这些方法常常掩盖了细胞环境的异质性,从而无法对调节这些过程的分子相互作用进行定量评估。在此,我们介绍超分辨率分子相互作用(MIiSR)软件,它提供了用于超分辨率图像的定量分析工具。MIiSR结合了多种分析分子间相互作用、分子聚类和图像分割的工具。这些工具能够在细胞的天然环境中对分子相互作用和高阶分子复合物的形成进行定量。通过使用模型数据和来自囊泡运输系统的实例,展示了这些分析工具的能力和局限性,从而提供了一个经过确立和验证的实验工作流程,能够在细胞的异质环境中定量评估分子相互作用和分子复合物的形成。