@article {49293, title = {Imaging dynamic and selective low-complexity domain interactions that control gene transcription.}, journal = {Science (New York, N.Y.)}, volume = {361}, year = {2018}, month = {2018 Jun 21}, pages = {eaar2555}, abstract = {

Many eukaryotic transcription factors (TFs) contain intrinsically disordered low-complexity domains (LCDs), but how they drive transactivation remains unclear. Here, live-cell single-molecule imaging reveals that TF-LCDs form local high-concentration interaction hubs at synthetic and endogenous genomic loci. TF-LCD hubs stabilize DNA binding, recruit RNA polymerase II (Pol II), and activate transcription. LCD-LCD interactions within hubs are highly dynamic, display selectivity with binding partners, and are differentially sensitive to disruption by hexanediols. Under physiological conditions, rapid and reversible LCD-LCD interactions occur between TFs and the Pol II machinery without detectable phase separation. Our findings reveal fundamental mechanisms underpinning transcriptional control and suggest a framework for developing single-molecule imaging screens for novel drugs targeting gene regulatory interactions implicated in disease.

}, issn = {1095-9203}, doi = {10.1126/science.aar2555}, author = {Chong, Shasha and Dugast-Darzacq, Claire and Liu, Zhe and Dong, Peng and Dailey, Gina M and Cattoglio, Claudia and Heckert, Alec and Banala, Sambashiva and Lavis, Luke and Darzacq, Xavier and Tjian, Robert} } @article {48997, title = {Robust model-based analysis of single-particle tracking experiments with Spot-On.}, journal = {eLife}, volume = {7}, year = {2018}, month = {2018 Jan 04}, abstract = {

Single-particle tracking (SPT) has become an important method to bridge biochemistry and cell biology since it allows direct observation of protein binding and diffusion dynamics in live cells. However, accurately inferring information from SPT studies is challenging due to biases in both data analysis and experimental design. To address analysis bias, we introduce {\textquoteright}Spot-On{\textquoteright}, an intuitive web-interface. Spot-On implements a kinetic modeling framework that accounts for known biases, including molecules moving out-of-focus, and robustly infers diffusion constants and subpopulations from pooled single-molecule trajectories. To minimize inherent experimental biases, we implement and validate stroboscopic photo-activation SPT (spaSPT), which minimizes motion-blur bias and tracking errors. We validate Spot-On using experimentally realistic simulations and show that Spot-On outperforms other methods. We then apply Spot-On to spaSPT data from live mammalian cells spanning a wide range of nuclear dynamics and demonstrate that Spot-On consistently and robustly infers subpopulation fractions and diffusion constants.

}, issn = {2050-084X}, doi = {10.7554/eLife.33125}, author = {Hansen, Anders S and Woringer, Maxime and Grimm, Jonathan B and Lavis, Luke D and Tjian, Robert and Darzacq, Xavier} } @article {48859, title = {A dynamic interplay of enhancer elements regulates Klf4 expression in na{\"\i}ve pluripotency.}, journal = {Genes \& Development}, volume = {31}, year = {2017}, month = {2017 Sep 01}, pages = {1795-1808}, abstract = {

Transcription factor (TF)-directed enhanceosome assembly constitutes a fundamental regulatory mechanism driving spatiotemporal gene expression programs during animal development. Despite decades of study, we know little about the dynamics or order of events animating TF assembly at cis-regulatory elements in living cells and the long-range molecular "dialog" between enhancers and promoters. Here, combining genetic, genomic, and imaging approaches, we characterize a complex long-range enhancer cluster governing Kr{\"u}ppel-like factor 4 (Klf4) expression in na{\"\i}ve pluripotency. Genome editing by CRISPR/Cas9 revealed that OCT4 and SOX2 safeguard an accessible chromatin neighborhood to assist the binding of other TFs/cofactors to the enhancer. Single-molecule live-cell imaging uncovered that two na{\"\i}ve pluripotency TFs, STAT3 and ESRRB, interrogate chromatin in a highly dynamic manner, in which SOX2 promotes ESRRB target search and chromatin-binding dynamics through a direct protein-tethering mechanism. Together, our results support a highly dynamic yet intrinsically ordered enhanceosome assembly to maintain the finely balanced transcription program underlying na{\"\i}ve pluripotency.

}, issn = {1549-5477}, doi = {10.1101/gad.303321.117}, author = {Xie, Liangqi and Torigoe, Sharon E and Xiao, Jifang and Mai, Daniel H and Li, Li and Davis, Fred P and Dong, Peng and Marie-Nelly, Herve and Grimm, Jonathan and Lavis, Luke and Darzacq, Xavier and Cattoglio, Claudia and Liu, Zhe and Tjian, Robert} } @article {47734, title = {Imaging transcription: past, present, and future.}, journal = {Cold Spring Harbor Symposia on Quantitative Biology}, volume = {80}, year = {2015}, month = {2015}, pages = {1-8}, abstract = {

Transcription, the first step of gene expression, is exquisitely regulated in higher eukaryotes to ensure correct development and homeostasis. Traditional biochemical, genetic, and genomic approaches have proved successful at identifying factors, regulatory sequences, and potential pathways that modulate transcription. However, they typically only provide snapshots or population averages of the highly dynamic, stochastic biochemical processes involved in transcriptional regulation. Single-molecule live-cell imaging has, therefore, emerged as a complementary approach capable of circumventing these limitations. By observing sequences of molecular events in real time as they occur in their native context, imaging has the power to derive cause-and-effect relationships and quantitative kinetics to build predictive models of transcription. Ongoing progress in fluorescence imaging technology has brought new microscopes and labeling technologies that now make it possible to visualize and quantify the transcription process with single-molecule resolution in living cells and animals. Here we provide an overview of the evolution and current state of transcription imaging technologies. We discuss some of the important concepts they uncovered and present possible future developments that might solve long-standing questions in transcriptional regulation.

}, issn = {1943-4456}, doi = {10.1101/sqb.2015.80.027201}, author = {Coleman, Robert A and Liu, Zhe and Darzacq, Xavier and Tjian, Robert and Singer, Robert H and Lionnet, Timoth{\'e}e} } @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 {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 {45338, title = {Single-molecule tracking in live cells reveals distinct target-search strategies of transcription factors in the nucleus.}, journal = {eLife}, year = {2014}, month = {2014 Jun 12}, pages = {e02230}, abstract = {

Gene regulation relies on transcription factors (TFs) exploring the nucleus searching their targets. So far, most studies have focused on how fast TFs diffuse, underestimating the role of nuclear architecture. We implemented a single-molecule tracking assay to determine TFs dynamics. We found that c-Myc is a global explorer of the nucleus. In contrast, the positive transcription elongation factor P-TEFb is a local explorer that oversamples its environment. Consequently, each c-Myc molecule is equally available for all nuclear sites while P-TEFb reaches its targets in a position-dependent manner. Our observations are consistent with a model in which the exploration geometry of TFs is restrained by their interactions with nuclear structures and not by exclusion. The geometry-controlled kinetics of TFs target-search illustrates the influence of nuclear architecture on gene regulation, and has strong implications on how proteins react in the nucleus and how their function can be regulated in space and time.

}, issn = {2050-084X}, doi = {10.7554/eLife.02230}, author = {Izeddin, Ignacio and R{\'e}camier, Vincent and Bosanac, Lana and Cisse, Ibrahim I and Boudarene, Lydia and Dugast-Darzacq, Claire and Proux, Florence and B{\'e}nichou, Olivier and Voituriez, Rapha{\"e}l and Bensaude, Olivier and Dahan, Maxime and Darzacq, Xavier} } @article {45031, title = {Transcription factors modulate c-Fos transcriptional bursts.}, journal = {Cell Reports}, volume = {8}, year = {2014}, month = {2014 Jul 10}, pages = {75-83}, abstract = {

Transcription is a stochastic process occurring mostly in episodic bursts. Although the local chromatin environment is known to influence the bursting behavior on long timescales, the impact of transcription factors (TFs)-especially in rapidly inducible systems-is largely unknown. Using fluorescence in\ situ hybridization and computational models, we quantified the transcriptional activity of the proto-oncogene c-Fos with single mRNA accuracy at individual endogenous alleles. We showed that, during MAPK induction, the TF concentration modulates the burst frequency of c-Fos, whereas other bursting parameters remain mostly unchanged. By using synthetic TFs with TALE DNA-binding domains, we systematically altered different aspects of these bursts. Specifically, we linked the polymerase initiation frequency to the strength of the transactivation domain and the burst duration to the TF lifetime on the promoter. Our results show how TFs and promoter binding domains collectively act to regulate different bursting parameters, offering a vast, evolutionarily tunable regulatory range for individual genes.

}, issn = {2211-1247}, doi = {10.1016/j.celrep.2014.05.053}, author = {Senecal, Adrien and Munsky, Brian and Proux, Florence and Ly, Nathalie and Braye, Floriane E and Zimmer, Christophe and Mueller, Florian and Darzacq, Xavier} } @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 {5325, title = {Intra-nuclear mobility and target search mechanisms of transcription factors: a single-molecule perspective on gene expression.}, journal = {Biochimica et Biophysica Acta}, volume = {1819}, year = {2012}, month = {2012 Jun}, pages = {482-93}, abstract = {

Precise expression of specific genes in time and space is at the basis of cellular viability as well as correct development of organisms. Understanding the mechanisms of gene regulation is fundamental and still one of the great challenges for biology. Gene expression is regulated also by specific transcription factors that recognize and bind to specific DNA sequences. Transcription factors dynamics, and especially the way they sample the nucleoplasmic space during the search for their specific target in the genome, are a key aspect for regulation and it has been puzzling researchers for forty years. The scope of this review is to give a state-of-the-art perspective over the intra-nuclear mobility and the target search mechanisms of specific transcription factors at the molecular level. Going through the seminal biochemical experiments that have raised the first questions about target localization and the theoretical grounds concerning target search processes, we describe the most recent experimental achievements and current challenges in understanding transcription factors dynamics and interactions with DNA using in vitro assays as well as in live prokaryotic and eukaryotic cells. This article is part of a Special Issue entitled: Nuclear Transport and RNA Processing.

}, issn = {0006-3002}, doi = {10.1016/j.bbagrm.2012.02.001}, author = {Normanno, Davide and Dahan, Maxime and Darzacq, Xavier} } @article {6601, title = {A transgenic mouse for in vivo detection of endogenous labeled mRNA.}, journal = {Nature Methods}, volume = {8}, year = {2011}, month = {2011 Feb}, pages = {165-70}, abstract = {

Live-cell single mRNA imaging is a powerful tool but has been restricted in higher eukaryotes to artificial cell lines and reporter genes. We describe an approach that enables live-cell imaging of single endogenous labeled mRNA molecules transcribed in primary mammalian cells and tissue. We generated a knock-in mouse line with an MS2 binding site (MBS) cassette targeted to the 3{\textquoteright} untranslated region of the essential β-actin gene. As β-actin-MBS was ubiquitously expressed, we could uniquely address endogenous mRNA regulation in any tissue or cell type. We simultaneously followed transcription from the β-actin alleles in real time and observed transcriptional bursting in response to serum stimulation with precise temporal resolution. We tracked single endogenous labeled mRNA particles being transported in primary hippocampal neurons. The MBS cassette also enabled high-sensitivity fluorescence in situ hybridization (FISH), allowing detection and localization of single β-actin mRNA molecules in various mouse tissues.

}, keywords = {Animals, Cell Survival, Cells, Cultured, Fluorescence, Genetic, In Situ Hybridization, Messenger, Mice, RNA, Transcription, Transgenic}, issn = {1548-7105}, doi = {10.1038/nmeth.1551}, author = {Lionnet, Timoth{\'e}e and Czaplinski, Kevin and Darzacq, Xavier and Shav-Tal, Yaron and Wells, Amber L and Chao, Jeffrey A and Park, Hye Yoon and de Turris, Valeria and Lopez-Jones, Melissa and Singer, Robert H} } @article {2390, title = {Imaging transcription in living cells.}, journal = {Annual Review of Biophysics}, volume = {38}, year = {2009}, month = {2009 Feb 3}, pages = {173-96}, abstract = {

The advent of new technologies for the imaging of living cells has made it possible to determine the properties of transcription, the kinetics of polymerase movement, the association of transcription factors, and the progression of the polymerase on the gene. We report here the current state of the field and the progress necessary to achieve a more complete understanding of the various steps in transcription. Our Consortium is dedicated to developing and implementing the technology to further this understanding.

}, keywords = {Computer-Assisted, Fluorescence, Gene Expression Profiling, Image Interpretation, Microscopy, Transcription Factors, Transcriptional Activation}, issn = {1936-122X}, doi = {10.1073/pnas.1100640108}, author = {Darzacq, Xavier and Yao, Jie and Larson, Daniel R and Causse, Sebastien Z and Bosanac, Lana and de Turris, Valeria and Ruda, Vera M and Lionnet, Timoth{\'e}e and Zenklusen, Daniel and Guglielmi, Benjamin and Tjian, Robert and Singer, Robert H} }