ClusterViSu, a method for clustering of protein complexes by Voronoi tessellation in super-resolution microscopy

被引:109
作者
Andronov, Leonid [1 ,2 ,3 ,4 ]
Orlov, Igor [1 ,2 ,3 ,4 ]
Lutz, Yves [1 ,2 ,3 ,4 ]
Vonesch, Jean-Luc [1 ,2 ,3 ,4 ]
Klaholz, Bruno P. [1 ,2 ,3 ,4 ]
机构
[1] IGBMC Inst Genet & Mol & Cellular Biol, Dept Integrated Struct Biol, Ctr Integrat Biol, 1 Rue Laurent Fries, Illkirch Graffenstaden, France
[2] CNRS, UMR 7104, Illkirch Graffenstaden, France
[3] INSERM, U964, Illkirch Graffenstaden, France
[4] Univ Strasbourg, Strasbourg, France
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
基金
欧洲研究理事会;
关键词
LOCALIZATION MICROSCOPY; RECONSTRUCTION; NUCLEOSOME; RESOLUTION;
D O I
10.1038/srep24084
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
Super-resolution microscopy (PALM, STORM etc.) provides a plethora of fluorescent signals in dense cellular environments which can be difficult to interpret. Here we describe ClusterViSu, a method for image reconstruction, visualization and quantification of labelled protein clusters, based on Voronoi tessellation of the individual fluorescence events. The general applicability of this clustering approach for the segmentation of super-resolution microscopy data, including for co-localization, is illustrated on a series of important biological objects such as chromatin complexes, RNA polymerase, nuclear pore complexes and microtubules.
引用
收藏
页数:9
相关论文
共 33 条
  • [1] DOT PATTERN PROCESSING USING VORONOI NEIGHBORHOODS
    AHUJA, N
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1982, 4 (03) : 336 - 343
  • [2] SharpViSu: integrated analysis and segmentation of super-resolution microscopy data
    Andronov, Leonid
    Lutz, Yves
    Vonesch, Jean-Luc
    Klaholz, Bruno P.
    [J]. BIOINFORMATICS, 2016, 32 (14) : 2239 - 2241
  • [3] Chromatin Fibers Are Formed by Heterogeneous Groups of Nucleosomes In Vivo
    Aurelia Ricci, Maria
    Manzo, Carlo
    Filomena Garcia-Parajo, Maria
    Lakadamyali, Melike
    Pia Cosma, Maria
    [J]. CELL, 2015, 160 (06) : 1145 - 1158
  • [4] AURENHAMMER F, 1991, COMPUT SURV, V23, P345, DOI 10.1145/116873.116880
  • [5] Visualization of Localization Microscopy Data
    Baddeley, David
    Cannell, Mark B.
    Soeller, Christian
    [J]. MICROSCOPY AND MICROANALYSIS, 2010, 16 (01) : 64 - 72
  • [6] EUKARYOTIC RNA POLYMERASE-II BINDS TO NUCLEOSOME CORES FROM TRANSCRIBED GENES
    BAER, BW
    RHODES, D
    [J]. NATURE, 1983, 301 (5900) : 482 - 488
  • [7] Fourier ring correlation as a resolution criterion for super-resolution microscopy
    Banterle, Niccolo
    Khanh Huy Bui
    Lemke, Edward A.
    Beck, Martin
    [J]. JOURNAL OF STRUCTURAL BIOLOGY, 2013, 183 (03) : 363 - 367
  • [8] Imaging intracellular fluorescent proteins at nanometer resolution
    Betzig, Eric
    Patterson, George H.
    Sougrat, Rachid
    Lindwasser, O. Wolf
    Olenych, Scott
    Bonifacino, Juan S.
    Davidson, Michael W.
    Lippincott-Schwartz, Jennifer
    Hess, Harald F.
    [J]. SCIENCE, 2006, 313 (5793) : 1642 - 1645
  • [9] Egner A., 2006, HDB BIOL CONFOCAL MI, P404, DOI DOI 10.1007/978-0-387-45524-2_20
  • [10] Quantitative super-resolution imaging of Bruchpilot distinguishes active zone states
    Ehmann, Nadine
    van de Linde, Sebastian
    Alon, Amit
    Ljaschenko, Dmitrij
    Keung, Xi Zhen
    Holm, Thorge
    Rings, Annika
    DiAntonio, Aaron
    Hallermann, Stefan
    Ashery, Uri
    Heckmann, Manfred
    Sauer, Markus
    Kittel, Robert J.
    [J]. NATURE COMMUNICATIONS, 2014, 5