@article {47410, title = {A primer on the Bayesian approach to high-density single-molecule trajectories analysis.}, journal = {Biophysical Journal}, volume = {110}, year = {2016}, month = {2016 Mar 29}, pages = {1209-15}, abstract = {

Tracking single molecules in living cells provides invaluable information on their environment and on the interactions that underlie their motion. New experimental techniques now permit the recording of large amounts of individual trajectories, enabling the implementation of advanced statistical tools for data analysis. In this primer, we present a Bayesian approach toward treating these data, and we discuss how it can be fruitfully employed to infer physical and biochemical parameters from single-molecule trajectories.

}, issn = {1542-0086}, doi = {10.1016/j.bpj.2016.01.018}, author = {El Beheiry, Mohamed and T{\"u}rkcan, Silvan and Richly, Maximilian U and Triller, Antoine and Alexandrou, Antigone and Dahan, Maxime and Masson, Jean-Baptiste} } @article {47419, title = {PSF engineering in multifocus microscopy for increased depth volumetric imaging.}, journal = {Biomedical Optics Express}, volume = {7}, year = {2016}, month = {2016 Feb 16}, pages = {726-31}, abstract = {

Imaging and localizing single molecules with high accuracy in a 3D volume is a challenging task. Here we combine multifocal microscopy, a recently developed volumetric imaging technique, with point spread function engineering to achieve an increased depth for single molecule imaging. Applications in 3D single molecule localization-based super-resolution imaging is shown over an axial depth of 4 {\textmu}m as well as for the tracking of diffusing beads in a fluid environment over 8 {\textmu}m.

}, doi = {10.1364/BOE.7.000726}, author = {Hajj, Bassam and El Beheiry, Mohamed and Dahan, Maxime} } @article {47160, title = {Dynamics of CRISPR-Cas9 genome interrogation in living cells.}, journal = {Science (New York, N.Y.)}, volume = {350}, year = {2015}, month = {2015 Nov 13}, pages = {823-6}, abstract = {

The RNA-guided CRISPR-associated protein Cas9 is used for genome editing, transcriptional modulation, and live-cell imaging. Cas9-guide RNA complexes recognize and cleave double-stranded DNA sequences on the basis of 20-nucleotide RNA-DNA complementarity, but the mechanism of target searching in mammalian cells is unknown. Here, we use single-particle tracking to visualize diffusion and chromatin binding of Cas9 in living cells. We show that three-dimensional diffusion dominates Cas9 searching in vivo, and off-target binding events are, on average, short-lived (\<1 second). Searching is dependent on the local chromatin environment, with less sampling and slower movement within heterochromatin. These results reveal how the bacterial Cas9 protein interrogates mammalian genomes and navigates eukaryotic chromatin structure.

}, issn = {1095-9203}, doi = {10.1126/science.aac6572}, author = {Knight, Spencer C and Xie, Liangqi and Deng, Wulan and Guglielmi, Benjamin and Witkowsky, Lea B and Bosanac, Lana and Zhang, Elisa T and El Beheiry, Mohamed and Masson, Jean-Baptiste and Dahan, Maxime and Liu, Zhe and Doudna, Jennifer A and Tjian, Robert} } @article {45102, title = {Accessing the third dimension in localization-based super-resolution microscopy.}, journal = {Physical Chemistry Chemical Physics}, volume = {16}, year = {2014}, month = {2014 Jul 16}, pages = {16340-8}, abstract = {

Only a few years after its inception, localization-based super-resolution microscopy has become widely employed in biological studies. Yet, it is primarily used in two-dimensional imaging and accessing the organization of cellular structures at the nanoscale in three dimensions (3D) still poses important challenges. Here, we review optical and computational techniques that enable the 3D localization of individual emitters and the reconstruction of 3D super-resolution images. These techniques are grouped into three main categories: PSF engineering, multiple plane imaging and interferometric approaches. We provide an overview of their technical implementation as well as commentary on their applicability. Finally, we discuss future trends in 3D localization-based super-resolution microscopy.

}, issn = {1463-9084}, doi = {10.1039/c4cp01380h}, author = {Hajj, Bassam and El Beheiry, Mohamed and Izeddin, Ignacio and Darzacq, Xavier and Dahan, Maxime} } @article {45778, title = {Whole-cell, multicolor superresolution imaging using volumetric multifocus microscopy.}, journal = {Proceedings of the National Academy of Sciences of the United States of America}, volume = {111}, year = {2014}, month = {2014 Dec 9}, pages = {17480-5}, abstract = {

Single molecule-based superresolution imaging has become an essential tool in modern cell biology. Because of the limited depth of field of optical imaging systems, one of the major challenges in superresolution imaging resides in capturing the 3D nanoscale morphology of the whole cell. Despite many previous attempts to extend the application of photo-activated localization microscopy (PALM) and stochastic optical reconstruction microscopy (STORM) techniques into three dimensions, effective localization depths do not typically exceed 1.2 {\textmu}m. Thus, 3D imaging of whole cells (or even large organelles) still demands sequential acquisition at different axial positions and, therefore, suffers from the combined effects of out-of-focus molecule activation (increased background) and bleaching (loss of detections). Here, we present the use of multifocus microscopy for volumetric multicolor superresolution imaging. By simultaneously imaging nine different focal planes, the multifocus microscope instantaneously captures the distribution of single molecules (either fluorescent proteins or synthetic dyes) throughout an \~{}4-{\textmu}m-deep volume, with lateral and axial localization precisions of \~{}20 and 50 nm, respectively. The capabilities of multifocus microscopy to rapidly image the 3D organization of intracellular structures are illustrated by superresolution imaging of the mammalian mitochondrial network and yeast microtubules during cell division.

}, issn = {1091-6490}, doi = {10.1073/pnas.1412396111}, author = {Hajj, Bassam and Wisniewski, Jan and El Beheiry, Mohamed and Chen, Jiji and Revyakin, Andrey and Wu, Carl and Dahan, Maxime} }