High axial resolution single molecule localization under dense excitation with a multi-channel deep U-Net

2021 ◽  
Author(s):  
Weihang Zhang ◽  
Zhihong Zhang ◽  
Liheng Bian ◽  
Haoqian Wang ◽  
Jinli Suo ◽  
...  
Nano Letters ◽  
2021 ◽  
Vol 21 (7) ◽  
pp. 3295-3301 ◽  
Author(s):  
Mike Filius ◽  
Sung Hyun Kim ◽  
Ivo Severins ◽  
Chirlmin Joo

2019 ◽  
Vol 116 (50) ◽  
pp. 25269-25277 ◽  
Author(s):  
Nairi Pezeshkian ◽  
Nicholas S. Groves ◽  
Schuyler B. van Engelenburg

The HIV-1 envelope glycoprotein (Env) is sparsely incorporated onto assembling virus particles on the host cell plasma membrane in order for the virus to balance infectivity and evade the immune response. Env becomes trapped in a nascent particle on encounter with the polymeric viral protein Gag, which forms a dense protein lattice on the inner leaflet of the plasma membrane. While Env incorporation efficiency is readily measured biochemically from released particles, very little is known about the spatiotemporal dynamics of Env trapping events. Herein, we demonstrate, via high-resolution single-molecule tracking, that retention of Env trimers within single virus assembly sites requires the Env cytoplasmic tail (CT) and the L12 residue in the matrix (MA) domain of Gag but does not require curvature of the viral lattice. We further demonstrate that Env trimers are confined to subviral regions of a budding Gag lattice, supporting a model where direct interactions and/or steric corralling between the Env-CT and a lattice of MA trimers promote Env trapping and infectious HIV-1 assembly.


2013 ◽  
Vol 125 (30) ◽  
pp. 7920-7925 ◽  
Author(s):  
Emanuel Pfitzner ◽  
Christian Wachauf ◽  
Fabian Kilchherr ◽  
Benjamin Pelz ◽  
William M. Shih ◽  
...  

2014 ◽  
Vol 54 (6) ◽  
pp. 1836-1840 ◽  
Author(s):  
Zoran Ristanović ◽  
Marleen M. Kerssens ◽  
Alexey V. Kubarev ◽  
Frank C. Hendriks ◽  
Peter Dedecker ◽  
...  

2020 ◽  
Author(s):  
Bin Cao ◽  
Guanshi Wang ◽  
Jieru Li ◽  
Alexandros Pertsinidis

Understanding cellular structure and function requires live-cell imaging with high spatio-temporal resolution and high detection sensitivity. Direct visualization of molecular processes using single-molecule/super-resolution techniques has thus been transformative. However, extracting the highest-resolution 4D information possible from weak and dynamic fluorescence signals in live cells remains challenging. For example, some of the highest spatial resolution methods, e.g. interferometric (4Pi) approaches1-6 can be slow, require high peak excitation intensities that accelerate photobleaching or suffer from increased out-of-focus background. Selective-plane illumination (SPIM)7-12 reduces background, but most implementations typically feature modest spatial, especially axial, resolution. Here we develop 3D interferometric lattice light-sheet (3D-iLLS) imaging, a technique that overcomes many of these limitations. 3D-iLLS provides, by virtue of SPIM, low light levels and photobleaching, while providing increased background suppression and significantly improved volumetric imaging/sectioning capabilities through 4Pi interferometry. We demonstrate 3D-iLLS with axial resolution and single-particle localization precision down to <100nm (FWHM) and <10nm (1σ) respectively. 3D-iLLS paves the way for a fuller elucidation of sub-cellular phenomena by enhanced 4D resolution and SNR live imaging.


2018 ◽  
Vol 20 (12) ◽  
pp. 8088-8098 ◽  
Author(s):  
Rajeev Yadav ◽  
H. Peter Lu

Correlating single-molecule fluorescence photo-bleaching step analysis and single-molecule super-resolution imaging, our findings for the clustering effect of the NMDA receptor ion channel on the live cell membranes provide a new and significant understanding of the structure–function relationship of NMDA receptors.


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