@article {69076, title = {High-fidelity 3D live-cell nanoscopy through data-driven enhanced super-resolution radial fluctuation.}, journal = {Nature Methods}, year = {2023}, month = {2023 Nov 13}, abstract = {

Live-cell super-resolution microscopy enables the imaging of biological structure dynamics below the diffraction limit. Here we present enhanced super-resolution radial fluctuations (eSRRF), substantially improving image fidelity and resolution compared to the original SRRF method. eSRRF incorporates automated parameter optimization based on the data itself, giving insight into the trade-off between resolution and fidelity. We demonstrate eSRRF across a range of imaging modalities and biological systems. Notably, we extend eSRRF to three dimensions by combining it with multifocus microscopy. This realizes live-cell volumetric super-resolution imaging with an acquisition speed of ~1 volume per second. eSRRF provides an accessible super-resolution approach, maximizing information extraction across varied experimental conditions while minimizing artifacts. Its optimal parameter prediction strategy is generalizable, moving toward unbiased and optimized analyses in super-resolution microscopy.

}, issn = {1548-7105}, doi = {10.1038/s41592-023-02057-w}, author = {Laine, Romain F and Heil, Hannah S and Coelho, Simao and Nixon-Abell, Jonathon and Jimenez, Ang{\'e}lique and Wiesner, Theresa and Mart{\'\i}nez, Dami{\'a}n and Galgani, Tommaso and R{\'e}gnier, Louise and Stubb, Aki and Follain, Gautier and Webster, Samantha and Goyette, Jesse and Dauphin, Aurelien and Salles, Audrey and Culley, Si{\^a}n and Jacquemet, Guillaume and Hajj, Bassam and Leterrier, Christophe and Henriques, Ricardo} } @article {47418, title = {Multifocus microscopy with precise color multi-phase diffractive optics applied in functional neuronal imaging.}, journal = {Biomedical Optics Express}, volume = {7}, year = {2016}, month = {2016 Feb 16}, pages = {855-69}, abstract = {

Multifocus microscopy (MFM) allows high-resolution instantaneous three-dimensional (3D) imaging and has been applied to study biological specimens ranging from single molecules inside cells nuclei to entire embryos. We here describe pattern designs and nanofabrication methods for diffractive optics that optimize the light-efficiency of the central optical component of MFM: the diffractive multifocus grating (MFG). We also implement a {\textquotedblleft}precise color{\textquotedblright} MFM layout with MFGs tailored to individual fluorophores in separate optical arms. The reported advancements enable faster and brighter volumetric time-lapse imaging of biological samples. In live microscopy applications, photon budget is a critical parameter and light-efficiency must be optimized to obtain the fastest possible frame rate while minimizing photodamage. We provide comprehensive descriptions and code for designing diffractive optical devices, and a detailed methods description for nanofabrication of devices. Theoretical efficiencies of reported designs is ≈90\% and we have obtained efficiencies of \> 80\% in MFGs of our own manufacture. We demonstrate the performance of a multi-phase MFG in 3D functional neuronal imaging in living\ C. elegans.

Additional authors include:

Xin Jin, Joan Pulupa, Christine Cho, Mustafa Mir, Mohamed El Beheiry, Xavier Darzacq, Marcelo Nollmann, Maxime Dahan, Carl Wu, Timoth{\'e}e Lionnet, J. Alexander Liddle, and Cornelia I. Bargmann

}, doi = {10.1364/BOE.7.000855}, author = {Abrahamsson, Sara and Ilic, Rob and Wisniewski, Jan and Mehl, Brian and Yu, Liya and Chen, Lei and Davanco, Marcelo and Oujedi, Laura and Fiche, Jean-Bernard and Hajj, Bassam} } @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 {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 {45166, title = {Imaging the fate of histone Cse4 reveals de novo replacement in S phase and subsequent stable residence at centromeres.}, journal = {eLife}, volume = {3}, year = {2014}, month = {2014 May 20}, pages = {e02203}, abstract = {

The budding yeast centromere contains Cse4, a specialized histone H3 variant. Fluorescence pulse-chase analysis of an internally tagged Cse4 reveals that it is replaced with newly synthesized molecules in S phase, remaining stably associated with centromeres thereafter. In contrast, C-terminally-tagged Cse4 is functionally impaired, showing slow cell growth, cell lethality at elevated temperatures, and extra-centromeric nuclear accumulation. Recent studies using such strains gave conflicting findings regarding the centromeric abundance and cell cycle dynamics of Cse4. Our findings indicate that internally tagged Cse4 is a better reporter of the biology of this histone variant. Furthermore, the size of centromeric Cse4 clusters was precisely mapped with a new 3D-PALM method, revealing substantial compaction during anaphase. Cse4-specific chaperone Scm3 displays steady-state, stoichiometric co-localization with Cse4 at centromeres throughout the cell cycle, while undergoing exchange with a nuclear pool. These findings suggest that a stable Cse4 nucleosome is maintained by dynamic chaperone-in-residence Scm3.DOI: http://dx.doi.org/10.7554/eLife.02203.001.

}, issn = {2050-084X}, doi = {10.7554/eLife.02203}, author = {Wisniewski, Jan and Hajj, Bassam and Chen, Jiji and Mizuguchi, Gaku and Xiao, Hua and Wei, Debbie and Dahan, Maxime and Wu, Carl} } @article {6919, title = {Single-molecule dynamics of enhanceosome assembly in embryonic stem cells.}, journal = {Cell}, volume = {156}, year = {2014}, month = {2014 Mar 13}, pages = {1274-85}, abstract = {

Enhancer-binding pluripotency regulators (Sox2 and Oct4) play a seminal role in embryonic stem (ES) cell-specific gene regulation. Here, we combine in\ vivo and in\ vitro single-molecule imaging, transcription factor (TF) mutagenesis, and ChIP-exo mapping to\ determine how TFs dynamically search for and assemble on their cognate DNA target sites. We find that enhanceosome assembly is hierarchically ordered with kinetically favored Sox2 engaging the target DNA first, followed by assisted binding of Oct4. Sox2/Oct4 follow a trial-and-error sampling mechanism involving 84-97 events of 3D diffusion (3.3-3.7 s) interspersed with brief nonspecific collisions (0.75-0.9 s) before acquiring and dwelling at specific target DNA (12.0-14.6 s). Sox2 employs a 3D diffusion-dominated search mode facilitated by 1D sliding along open DNA to efficiently locate targets. Our findings also reveal fundamental aspects of gene and developmental regulation by fine-tuning TF dynamics and influence of the epigenome on target search parameters.

}, issn = {1097-4172}, doi = {10.1016/j.cell.2014.01.062}, author = {Chen, Jiji and Zhang, Zhengjian and Li Li and Chen, Bi-Chang and Revyakin, Andrey and Hajj, Bassam and Legant, Wesley and Dahan, Maxime and Lionnet, Timoth{\'e}e and Betzig, Eric and Tjian, Robert and Liu, Zhe} } @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} } @article {5522, title = {Fast multicolor 3D imaging using aberration-corrected multifocus microscopy.}, journal = {Nature Methods}, volume = {10}, year = {2013}, month = {2013}, pages = {60-3}, abstract = {

Conventional acquisition of three-dimensional (3D) microscopy data requires sequential z scanning and is often too slow to capture biological events. We report an aberration-corrected multifocus microscopy method capable of producing an instant focal stack of nine 2D images. Appended to an epifluorescence microscope, the multifocus system enables high-resolution 3D imaging in multiple colors with single-molecule sensitivity, at speeds limited by the camera readout time of a single image.

}, issn = {1548-7105}, doi = {10.1038/nmeth.2277}, author = {Abrahamsson, Sara and Chen, Jiji and Hajj, Bassam and Stallinga, Sjoerd and Katsov, Alexander Y and Wisniewski, Jan and Mizuguchi, Gaku and Soule, Pierre and Mueller, Florian and Darzacq, Claire Dugast and Darzacq, Xavier and Wu, Carl and Bargmann, Cornelia I and Agard, David A and Dahan, Maxime and Gustafsson, Mats G L} } @article {6594, title = {Real-time dynamics of RNA polymerase II clustering in live human cells.}, journal = {Science}, volume = {341}, year = {2013}, month = {2013 Aug 9}, pages = {664-7}, abstract = {

Transcription is reported to be spatially compartmentalized in nuclear transcription factories with clusters of RNA polymerase II (Pol II). However, little is known about when these foci assemble or their relative stability. We developed a quantitative single-cell approach to characterize protein spatiotemporal organization, with single-molecule sensitivity in live eukaryotic cells. We observed that Pol II clusters form transiently, with an average lifetime of 5.1 ({\textpm} 0.4) seconds, which refutes the notion that they are statically assembled substructures. Stimuli affecting transcription yielded orders-of-magnitude changes in the dynamics of Pol II clusters, which implies that clustering is regulated and plays a role in the cell{\textquoteright}s ability to effect rapid response to external signals. Our results suggest that transient crowding of enzymes may aid in rate-limiting steps of gene regulation.

}, keywords = {Cell Line, Flavonoids, Gene Expression Regulation, Genetic, Humans, Piperidines, RNA Polymerase II, Single-Cell Analysis, Time Factors, Transcription, Transcription Elongation, Tumor}, issn = {1095-9203}, doi = {10.1126/science.1239053}, author = {Cisse, Ibrahim I and Izeddin, Ignacio and Causse, Sebastien Z and Boudarene, Lydia and Senecal, Adrien and Muresan, Leila and Dugast-Darzacq, Claire and Hajj, Bassam and Dahan, Maxime and Darzacq, Xavier} } @article {2906, title = {Electro-optical pockels scattering from a single nanocrystal.}, journal = {Optics Express}, volume = {19}, year = {2011}, month = {2011 May 9}, pages = {9000-7}, abstract = {

The electro-optical Pockels response from a single non-centrosymmetric nanocrystal is reported. High sensitivity to the weak electric-field dependent nonlinear scattering is achieved through a dedicated imaging interferometric microscope and the linear dependence of electro-optical signal upon the applied field is checked. Using different incident light polarization states, a priori random spatial orientation of the crystal can be inferred. The electro-optical response from a nanocrystal provides local subwavelength sensor of quasi-static electric fields with potential applications in physics and biology. It also leads to a new sub-wavelength microscopy towards the nanoscale investigation of interesting phenomena such as nanoferroelectricity.

}, issn = {1094-4087}, doi = {10.1364/OE.19.009000}, author = {Hajj, Bassam and Perruchas, Sandrine and Lautru, Joseph and Dantelle, G{\'e}raldine and Gacoin, Thierry and Zyss, Joseph and Chauvat, Dominique} } @article {3602, title = {Phase resolved interferometric spectral modulation (PRISM) for ultrafast pulse measurement and compression.}, journal = {Optics Express}, volume = {19}, year = {2011}, month = {2011 Jul 4}, pages = {12961-8}, abstract = {

We show through experiments and simulations that parallel phase modulation, a technique developed in the field of adaptive optics, can be employed to quickly determine the spectral phase profile of ultrafast laser pulses and to perform phase compensation as well as pulse shaping. Different from many existing ultrafast pulse measurement methods, the technique reported here requires no spectrum measurements of nonlinear signals. Instead, the power of nonlinear signals is used directly to quickly measure the spectral phase, a convenient feature for applications such as two-photon fluorescence microscopy. The method is found to work with both smooth and even completely random distortions. The experimental results are verified with MIIPS measurements.

}, issn = {1094-4087}, doi = {10.1364/OE.19.012961}, author = {Wu, Tsai-Wei and Tang, Jianyong and Hajj, Bassam and Cui, Meng} } @article {2905, title = {Electro-optical imaging microscopy of dye-doped artificial lipidic membranes.}, journal = {Biophysical Journal}, volume = {97}, year = {2009}, month = {2009 Dec 2}, pages = {2913-21}, abstract = {

Artificial lipidic bilayers are widely used as a model for the lipid matrix in biological cell membranes. We use the Pockels electro-optical effect to investigate the properties of an artificial lipidic membrane doped with nonlinear molecules in the outer layer. We report here what is believed to be the first electro-optical Pockels signal and image from such a membrane. The electro-optical dephasing distribution within the membrane is imaged and the signal is shown to be linear as a function of the applied voltage. A theoretical analysis taking into account the statistical orientation distribution of the inserted dye molecules allows us to estimate the doped membrane nonlinearity. Ongoing extensions of this work to living cell membranes are discussed.

}, keywords = {Artificial, Cell Membrane, Coloring Agents, Lipid Bilayers, Membrane Potentials, Membranes, Microfluidic Analytical Techniques, Microscopy, Molecular Imaging, Optical Processes, Phosphatidylcholines, Potentiometry, Pyridinium Compounds}, issn = {1542-0086}, doi = {10.1016/j.bpj.2009.08.055}, author = {Hajj, Bassam and De Reguardati, Sophie and Hugonin, Lo\"{\i}c and Le Pioufle, Bruno and Osaki, Toshihisa and Suzuki, Hiroaki and Takeuchi, Shoji and Mojzisova, Halina and Chauvat, Dominique and Zyss, Joseph} }