A tessellation-based colocalization analysis approach for single-molecule localization microscopy

被引:72
作者
Levet, Florian [1 ,2 ,3 ,4 ,5 ]
Julien, Guillaume [1 ,2 ]
Galland, Remi [1 ,2 ]
Butler, Corey [1 ,2 ]
Beghin, Anne [1 ,2 ]
Chazeau, Anael [1 ,2 ]
Hoess, Philipp [6 ]
Ries, Jonas [6 ]
Giannone, Gregory [1 ,2 ]
Sibarita, Jean-Baptiste [1 ,2 ]
机构
[1] Univ Bordeaux, Interdisciplinary Inst Neurosci, F-33076 Bordeaux, France
[2] CNRS, Interdisciplinary Inst Neurosci, UMR 5297, F-33076 Bordeaux, France
[3] Univ Bordeaux, Bordeaux Imaging Ctr, F-33076 Bordeaux, France
[4] CNRS, UMS 3420, Bordeaux Imaging Ctr, F-33076 Bordeaux, France
[5] INSERM, US04, Bordeaux Imaging Ctr, F-33076 Bordeaux, France
[6] EMBL, Cell Biol & Biophys Unit, D-69117 Heidelberg, Germany
关键词
DYNAMICS; REVEALS;
D O I
10.1038/s41467-019-10007-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Multicolor single-molecule localization microscopy (lambda SMLM) is a powerful technique to reveal the relative nanoscale organization and potential colocalization between different molecular species. While several standard analysis methods exist for pixel-based images, lambda SMLM still lacks such a standard. Moreover, existing methods only work on 2D data and are usually sensitive to the relative molecular organization, a very important parameter to consider in quantitative SMLM. Here, we present an efficient, parameter-free colocalization analysis method for 2D and 3D lambda SMLM using tessellation analysis. We demonstrate that our method allows for the efficient computation of several popular colocalization estimators directly from molecular coordinates and illustrate its capability to analyze multicolor SMLM data in a robust and efficient manner.
引用
收藏
页数:12
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