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1.
Stem Cell Reports ; 17(2): 231-244, 2022 02 08.
Article En | MEDLINE | ID: mdl-35063128

The formation of the primitive streak (PS) and the subsequent induction of neuroectoderm are hallmarks of gastrulation. Combining an in vitro reconstitution of this process based on mouse embryonic stem cells (mESCs) with a collection of knockouts in reporter mESC lines, we identified retinoic acid (RA) as a critical mediator of early neural induction triggered by TGFß or Wnt signaling inhibition. Single-cell RNA sequencing analysis captured the temporal unfolding of cell type diversification, up to the emergence of somite and neural fates. In the absence of the RA-synthesizing enzyme Aldh1a2, a sensitive RA reporter revealed a hitherto unidentified residual RA signaling that specified neural fate. Genetic evidence showed that the RA-degrading enzyme Cyp26a1 protected PS-like cells from neural induction, even in the absence of TGFß and Wnt antagonists. Overall, we characterized a multi-layered control of RA levels that regulates early neural differentiation in an in vitro PS-like system.


Cell Differentiation/drug effects , Neurons/metabolism , Tretinoin/pharmacology , Aldehyde Dehydrogenase 1 Family/deficiency , Aldehyde Dehydrogenase 1 Family/genetics , Animals , Benzamides/pharmacology , Dioxoles/pharmacology , Ectoderm/cytology , Ectoderm/metabolism , Mice , Mouse Embryonic Stem Cells/cytology , Mouse Embryonic Stem Cells/drug effects , Mouse Embryonic Stem Cells/metabolism , Neurons/cytology , Primitive Streak/cytology , Primitive Streak/metabolism , Retinal Dehydrogenase/deficiency , Retinal Dehydrogenase/genetics , Retinoic Acid 4-Hydroxylase/metabolism , Signal Transduction/drug effects , Tretinoin/metabolism
2.
Cell ; 181(4): 922-935.e21, 2020 05 14.
Article En | MEDLINE | ID: mdl-32315617

Single-cell RNA sequencing (scRNA-seq) provides a leap forward in resolving cellular diversity and developmental trajectories but fails to comprehensively delineate the spatial organization and precise cellular makeup of individual embryos. Here, we reconstruct from scRNA-seq and light sheet imaging data a canonical digital embryo that captures the genome-wide gene expression trajectory of every single cell at every cell division in the 18 lineages up to gastrulation in the ascidian Phallusia mammillata. By using high-coverage scRNA-seq, we devise a computational framework that stratifies single cells of individual embryos into cell types without prior knowledge. Unbiased transcriptome data analysis mapped each cell's physical position and lineage history, yielding the complete history of gene expression at the genome-wide level for every single cell in a developing embryo. A comparison of individual embryos reveals both extensive reproducibility between symmetric embryo sides and a large inter-embryonic variability due to small differences in embryogenesis timing.


Gene Expression Profiling/methods , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Animals , Cell Lineage/genetics , Chordata/genetics , Computational Biology/methods , Gastrulation/genetics , Gene Expression Regulation, Developmental/genetics , Reproducibility of Results , Transcriptome/genetics , Urochordata/genetics
3.
Mol Syst Biol ; 15(12): e9043, 2019 12.
Article En | MEDLINE | ID: mdl-31885203

During embryogenesis, differentiation of pluripotent cells into somatic cell types depends both on signaling cues and intrinsic gene expression programs. While the molecular underpinnings of pluripotency are well mapped, much less is known on how mouse embryonic stem cells (mESCs) differentiate. Using RNA-Seq profiling during specification to the three germ layers, we showed that mESCs switched on condition-specific gene expression programs from the onset of the differentiation procedure and that primed pluripotency did not constitute an obligatory intermediate state. After inferring the gene network controlling mESC differentiation, we tested the role of the highly connected nodes by deleting them in a triple knock-in Sox1-Brachyury-Eomes mESC line reporting on ectoderm, mesoderm, and endoderm fates. This led to the identification of regulators of mESC differentiation that acted at several levels: Sp1 as a global break on differentiation, Nr5a2 controlling ectoderm specification, and notably Fos:Jun and Zfp354c as opposite switches between ectoderm and mesendoderm fate.


Ectoderm/growth & development , Gene Expression Profiling/methods , Gene Regulatory Networks , Mesoderm/growth & development , Mouse Embryonic Stem Cells/cytology , Animals , Cell Differentiation , Cells, Cultured , Ectoderm/chemistry , Embryonic Development , Fetal Proteins/genetics , Gene Expression Regulation, Developmental , Gene Knockout Techniques , Mesoderm/chemistry , Mice , Mouse Embryonic Stem Cells/chemistry , SOXB1 Transcription Factors/genetics , Sequence Analysis, RNA , T-Box Domain Proteins/genetics
4.
Nat Commun ; 8(1): 2173, 2017 12 14.
Article En | MEDLINE | ID: mdl-29242600

The Peer Review File associated with this Article was updated shortly after publication to redact from the authors' point-by-point response a description of unpublished work describing how Speed OPIOM may in future be used to facilitate discrimination between FRET and direct excitation.

5.
Chem Sci ; 8(8): 5598-5605, 2017 Aug 01.
Article En | MEDLINE | ID: mdl-28970939

Yellow Fluorescence-Activating and absorption-Shifting Tag (Y-FAST, hereafter called FAST) is a 14 kDa protein tag giving a bright green-yellow fluorescent complex upon interaction with the fluorogenic dye 4-hydroxy-3-methylbenzylidene rhodanine (HMBR). Here, we report a collection of fluorogens enabling tuning of the fluorescence color of FAST from green-yellow to orange and red. Beyond allowing the multicolor imaging of FAST-tagged proteins in live cells, these fluorogens enable dynamic color switching because of FAST's reversible labeling. This unprecedented behavior allows for selective detection of FAST-tagged proteins in cells expressing both green and red fluorescent species through two-color cross-correlation, opening up exciting prospects to overcome spectral crowding and push the frontiers of multiplexed imaging.

6.
Nat Commun ; 8(1): 969, 2017 10 17.
Article En | MEDLINE | ID: mdl-29042541

We present speed out-of-phase imaging after optical modulation (OPIOM), which exploits reversible photoswitchable fluorophores as fluorescent labels and combines optimized periodic illumination with phase-sensitive detection to specifically retrieve the label signal. Speed OPIOM can extract the fluorescence emission from a targeted label in the presence of spectrally interfering fluorophores and autofluorescence. Up to four fluorescent proteins exhibiting a similar green fluorescence have been distinguished in cells either sequentially or in parallel. Speed OPIOM is compatible with imaging biological processes in real time in live cells. Finally speed OPIOM is not limited to microscopy but is relevant for remote imaging as well, in particular, under ambient light. Thus, speed OPIOM has proved to enable fast and quantitative live microscopic and remote-multiplexed fluorescence imaging of biological samples while filtering out noise, interfering fluorophores, as well as ambient light.Generally, fluorescence imaging needs to be done in a dark environment using molecules with spectrally separated emissions. Here, Quérard et al. develop a protocol for high-speed imaging and remote sensing of spectrally overlapping reversible photoswitchable fluorophores in ambient light.


Microscopy, Fluorescence/methods , Optical Imaging/methods , Brassicaceae/genetics , Equipment Design , Fluorescent Dyes/analysis , Fourier Analysis , Green Fluorescent Proteins/analysis , HeLa Cells , Humans , Image Processing, Computer-Assisted , Lab-On-A-Chip Devices , Optical Imaging/instrumentation , Plants, Genetically Modified , Recombinant Proteins/analysis , Recombinant Proteins/genetics
7.
Curr Stem Cell Rep ; 3(3): 248-252, 2017.
Article En | MEDLINE | ID: mdl-28845388

PURPOSE OF REVIEW: Stem cells have to balance self-renewal and differentiation. The dynamic nature of these fate decisions has made stem cell study by traditional methods particularly challenging. Here we highlight recent advances in the field that draw on combining quantitative experiments and modeling to illuminate the biology of stem cells both in vitro and in vivo. RECENT FINDINGS: Recent studies have shown that seemingly complex processes such as the fate decision-making of stem cells or the self-organization of developing tissues obey remarkably simple mathematical models. Negative feedback loops appear to stabilize cellular states hereby ensuring robust fate decision-making and reproducible outcomes. Stochastic fate decisions can account for the great variability observed in biological systems. SUMMARY: The study of stem cells is hampered by the necessity to track the fate of a cell's progeny over time. Confronting experiments with simple predictive models has allowed to circumvent this problem and gain insights from stem cell heterogeneity in vitro to organ morphogenesis.

8.
PLoS One ; 11(5): e0155177, 2016.
Article En | MEDLINE | ID: mdl-27152616

MicroRNAs have emerged as important markers and regulators of cell identity. Precise measurements of cellular miRNA levels rely traditionally on RNA extraction and thus do not allow to follow miRNA expression dynamics at the level of single cells. Non-invasive miRNA sensors present an ideal solution but they critically depend on the performance of suitable ubiquitous promoters that reliably drive expression both in pluripotent and differentiated cell types. Here we describe the engineering of bidirectional promoters that drive the expression of precise ratiometric fluorescent miRNA sensors in single mouse embryonic stem cells (mESCs) and their differentiated derivatives. These promoters are based on combinations of the widely used CAG, EF1α and PGK promoters as well as the CMV and PGK enhancers. miR-142-3p, which is known to be bimodally expressed in mESCs, served as a model miRNA to gauge the precision of the sensors. The performance of the resulting miRNA sensors was assessed by flow cytometry in single stable transgenic mESCs undergoing self-renewal or differentiation. EF1α promoters arranged back-to-back failed to drive the robustly correlated expression of two transgenes. Back-to-back PGK promoters were shut down during mESC differentiation. However, we found that a back-to-back arrangement of CAG promoters with four CMV enhancers provided both robust expression in mESCs undergoing differentiation and the best signal-to-noise for measurement of miRNA activity in single cells among all the sensors we tested. Such a bidirectional promoter is therefore particularly well suited to study the dynamics of miRNA expression during cell fate transitions at the single cell level.


Embryonic Stem Cells/metabolism , MicroRNAs/metabolism , Promoter Regions, Genetic , Animals , Cells, Cultured , Embryonic Stem Cells/cytology , Mice
9.
Mol Syst Biol ; 11(12): 850, 2015 Dec 21.
Article En | MEDLINE | ID: mdl-26690966

A stem cell's decision to self-renew or differentiate is thought to critically depend on signaling cues provided by its environment. It is unclear whether stem cells have the intrinsic capacity to control their responsiveness to environmental signals that can be fluctuating and noisy. Using a novel single-cell microRNA activity reporter, we show that miR-142 is bimodally expressed in embryonic stem cells, creating two states indistinguishable by pluripotency markers. A combination of modeling and quantitative experimental data revealed that mESCs switch stochastically between the two miR-142 states. We find that cells with high miR-142 expression are irresponsive to differentiation signals while cells with low miR-142 expression can respond to differentiation cues. We elucidate the molecular mechanism underpinning the bimodal regulation of miR-142 as a double-negative feedback loop between miR-142 and KRAS/ERK signaling and derive a quantitative description of this bistable system. miR-142 switches the activation status of key intracellular signaling pathways thereby locking cells in an undifferentiated state. This reveals a novel mechanism to maintain a stem cell reservoir buffered against fluctuating signaling environments.


MicroRNAs/genetics , MicroRNAs/metabolism , Mouse Embryonic Stem Cells/cytology , Proto-Oncogene Proteins p21(ras)/metabolism , Animals , Cell Differentiation , Cells, Cultured , Feedback, Physiological , Gene Expression Regulation, Developmental , MAP Kinase Signaling System , Mice , Models, Genetic , Mouse Embryonic Stem Cells/metabolism , Single-Cell Analysis
10.
PLoS One ; 10(4): e0124958, 2015.
Article En | MEDLINE | ID: mdl-25909630

The continuous improvement of imaging technologies has driven the development of sophisticated reporters to monitor biological processes. Such constructs should ideally be assembled in a flexible enough way to allow for their optimization. Here we describe a highly reliable cloning method to efficiently assemble constructs for imaging or flow cytometry applications in mammalian cell culture systems. We bioinformatically identified a list of restriction enzymes whose sites are rarely found in human and mouse cDNA libraries. From the best candidates, we chose an enzyme combination (MluI, XhoI and SalI: MXS) that enables iterative chaining of individual building blocks. The ligation scar resulting from the compatible XhoI- and SalI-sticky ends can be translated and hence enables easy in-frame cloning of coding sequences. The robustness of the MXS-chaining approach was validated by assembling constructs up to 20 kb long and comprising up to 34 individual building blocks. By assessing the success rate of 400 ligation reactions, we determined cloning efficiency to be 90% on average. Large polycistronic constructs for single-cell imaging or flow cytometry applications were generated to demonstrate the versatility of the MXS-chaining approach. We devised several constructs that fluorescently label subcellular structures, an adapted version of FUCCI (fluorescent, ubiquitination-based cell cycle indicator) optimized to visualize cell cycle progression in mouse embryonic stem cells and an array of artificial promoters enabling dosage of doxycyline-inducible transgene expression. We made publicly available through the Addgene repository a comprehensive set of MXS-building blocks comprising custom vectors, a set of fluorescent proteins, constitutive promoters, polyadenylation signals, selection cassettes and tools for inducible gene expression. Finally, detailed guidelines describe how to chain together prebuilt MXS-building blocks and how to generate new customized MXS-building blocks.


Cell Tracking/methods , Cloning, Molecular/methods , Flow Cytometry/methods , Animals , Cell Cycle , DNA Restriction Enzymes/metabolism , Embryonic Stem Cells/metabolism , Gene Expression , Genetic Vectors/genetics , Humans , Mice , Transgenes
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