@article {69792, title = {Volumetric imaging of the 3D orientation of cellular structures with a polarized fluorescence light-sheet microscope.}, journal = {Proc Natl Acad Sci }, volume = {122}, year = {2025}, month = {2025 Feb 25}, pages = {e2406679122}, abstract = {

Polarized fluorescence microscopy is a valuable tool for measuring molecular orientations in biological samples, but techniques for recovering three-dimensional orientations and positions of fluorescent ensembles are limited. We report a polarized dual-view light-sheet system for determining the diffraction-limited three-dimensional distribution of the orientations and positions of ensembles of fluorescent dipoles that label biological structures. We share a set of visualization, histogram, and profiling tools for interpreting these positions and orientations. We model the distributions based on the polarization-dependent efficiency of excitation and detection of emitted fluorescence, using coarse-grained representations we call orientation distribution functions (ODFs). We apply ODFs to create physics-informed models of image formation with spatio-angular point-spread and transfer functions. We use theory and experiment to conclude that light-sheet tilting is a necessary part of our design for recovering all three-dimensional orientations. We use our system to extend known two-dimensional results to three dimensions in FM1-43-labeled giant unilamellar vesicles, fast-scarlet-labeled cellulose in xylem cells, and phalloidin-labeled actin in U2OS cells. Additionally, we observe phalloidin-labeled actin in mouse fibroblasts grown on grids of labeled nanowires and identify correlations between local actin alignment and global cell-scale orientation, indicating cellular coordination across length scales.

}, keywords = {Actins, Animals, Humans, Imaging, Three-Dimensional, Mice, Microscopy, Fluorescence, Microscopy, Polarization, Xylem}, issn = {1091-6490}, doi = {10.1073/pnas.2406679122}, author = {Chandler, Talon and Guo, Min and Su, Yijun and Chen, Jiji and Wu, Yicong and Liu, Junyu and Agashe, Atharva and Fischer, Robert S and Mehta, Shalin B and Kumar, Abhishek and Baskin, Tobias I and Jaumouill{\'e}, Valentin and Liu, Huafeng and Swaminathan, Vinay and Nain, Amrinder S and Oldenbourg, Rudolf and La Riviere, Patrick J and Shroff, Hari} } @article {69297, title = {Cell division machinery drives cell-specific gene activation during differentiation in .}, journal = {Proc Natl Acad Sci U S A}, volume = {121}, year = {2024}, month = {2024 Mar 6}, pages = {e2400584121}, abstract = {

When faced with starvation, the bacterium transforms itself into a dormant cell type called a "spore". Sporulation initiates with an asymmetric division event, which requires the relocation of the core divisome components FtsA and FtsZ, after which the sigma factor σ is exclusively activated in the smaller daughter cell. Compartment-specific activation of σ requires the SpoIIE phosphatase, which displays a biased localization on one side of the asymmetric division septum and associates with the structural protein DivIVA, but the mechanism by which this preferential localization is achieved is unclear. Here, we isolated a variant of DivIVA that indiscriminately activates σ in both daughter cells due to promiscuous localization of SpoIIE, which was corrected by overproduction of FtsA and FtsZ. We propose that the core components of the redeployed cell division machinery drive the asymmetric localization of DivIVA and SpoIIE to trigger the initiation of the sporulation program.

}, issn = {1091-6490}, doi = {10.1073/pnas.2400584121}, author = {Chareyre, Sylvia and Li, Xuesong and Anjuwon-Foster, Brandon R and Updegrove, Taylor B and Clifford, Sarah and Brogan, Anna P and Su, Yijun and Zhang, Lixia and Chen, Jiji and Shroff, Hari and Ramamurthi, Kumaran S} } @article {69558, title = {Convolutional neural network transformer (CNNT) for fluorescence microscopy image denoising with improved generalization and fast adaptation.}, journal = {Sci Rep}, volume = {14}, year = {2024}, month = {2024 Aug 06}, pages = {18184}, abstract = {

Deep neural networks can improve the quality of fluorescence microscopy images. Previous methods, based on Convolutional Neural Networks (CNNs), require time-consuming training of individual models for each experiment, impairing their applicability and generalization. In this study, we propose a novel imaging-transformer based model, Convolutional Neural Network Transformer (CNNT), that outperforms CNN based networks for image denoising. We train a general CNNT based backbone model from pairwise high-low Signal-to-Noise Ratio (SNR) image volumes, gathered from a single type of fluorescence microscope, an instant Structured Illumination Microscope. Fast adaptation to new microscopes is achieved by fine-tuning the backbone on only 5-10 image volume pairs per new experiment. Results show that the CNNT backbone and fine-tuning scheme significantly reduces training time and improves image quality, outperforming models trained using only CNNs such as 3D-RCAN and Noise2Fast. We show three examples of efficacy of this approach in wide-field, two-photon, and confocal fluorescence microscopy.

}, issn = {2045-2322}, doi = {10.1038/s41598-024-68918-2}, url = {https://doi.org/10.1038/s41598-024-68918-2}, author = {Rehman, Azaan and Zhovmer, Alexander and Sato, Ryo and Mukouyama, Yoh-Suke and Chen, Jiji and Rissone, Alberto and Puertollano, Rosa and Liu, Jiamin and Vishwasrao, Harshad D and Shroff, Hari and Combs, Christian A and Xue, Hui} } @article {46267, title = {A general method to improve fluorophores for live-cell and single-molecule microscopy.}, journal = {Nature Methods}, volume = {12}, year = {2015}, month = {2015 Jan 19}, pages = {244-50}, abstract = {

Specific labeling of biomolecules with bright fluorophores is the keystone of fluorescence microscopy. Genetically encoded self-labeling tag proteins can be coupled to synthetic dyes inside living cells, resulting in brighter reporters than fluorescent proteins. Intracellular labeling using these techniques requires cell-permeable fluorescent ligands, however, limiting utility to a small number of classic fluorophores. Here we describe a simple structural modification that improves the brightness and photostability of dyes while preserving spectral properties and cell permeability. Inspired by molecular modeling, we replaced the N,N-dimethylamino substituents in tetramethylrhodamine with four-membered azetidine rings. This addition of two carbon atoms doubles the quantum efficiency and improves the photon yield of the dye in applications ranging from in vitro single-molecule measurements to super-resolution imaging. The novel substitution is generalizable, yielding a palette of chemical dyes with improved quantum efficiencies that spans the UV and visible range.

}, issn = {1548-7105}, doi = {10.1038/nmeth.3256}, author = {Grimm, Jonathan B and English, Brian P and Chen, Jiji and Slaughter, Joel P and Zhang, Zhengjian and Revyakin, Andrey and Patel, Ronak and Macklin, John J and Normanno, Davide and Singer, Robert H and Lionnet, Timoth{\'e}e and Lavis, Luke D} } @article {46883, title = {Probing the target search of DNA-binding proteins in mammalian cells using TetR as model searcher.}, journal = {Nature Communications}, volume = {6}, year = {2015}, month = {2015 Jul 7}, pages = {7357}, abstract = {

Many cellular functions rely on DNA-binding proteins finding and associating to specific sites in the genome. Yet the mechanisms underlying the target search remain poorly understood, especially in the case of the highly organized mammalian cell nucleus. Using as a model Tet repressors (TetRs) searching for a multi-array locus, we quantitatively analyse the search process in human cells with single-molecule tracking and single-cell protein-DNA association measurements. We find that TetRs explore the nucleus and reach their target by 3D diffusion interspersed with transient interactions with non-cognate sites, consistent with the facilitated diffusion model. Remarkably, nonspecific binding times are broadly distributed, underlining a lack of clear delimitation between specific and nonspecific interactions. However, the search kinetics is not determined by diffusive transport but by the low association rate to nonspecific sites. Altogether, our results provide a comprehensive view of the recruitment dynamics of proteins at specific loci in mammalian cells.

}, issn = {2041-1723}, doi = {10.1038/ncomms8357}, author = {Normanno, Davide and Boudarene, Lydia and Dugast-Darzacq, Claire and Chen, Jiji and Richter, Christian and Proux, Florence and B{\'e}nichou, Olivier and Voituriez, Rapha{\"e}l 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} }