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1.
bioRxiv ; 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38645082

ABSTRACT

Brain endothelial cells (BECs) play an important role in maintaining central nervous system (CNS) homeostasis through blood-brain barrier (BBB) functions. BECs express low baseline levels of adhesion receptors, which limits entry of leukocytes. However, the molecular mediators governing this phenotype remain mostly unclear. Here, we explored how infiltration of immune cells across the BBB is influenced by the scaffold protein IQ motif containing GTPase activating protein 2 (IQGAP2). In mice and zebrafish, we demonstrate that loss of Iqgap2 increases infiltration of peripheral leukocytes into the CNS under homeostatic and inflammatory conditions. Using single-cell RNA sequencing and immunohistology, we further show that BECs from mice lacking Iqgap2 exhibit a profound inflammatory signature, including extensive upregulation of adhesion receptors and antigen-processing machinery. Human tissue analyses also reveal that Alzheimer's disease is associated with reduced hippocampal IQGAP2. Overall, our results implicate IQGAP2 as an essential regulator of BBB immune privilege and immune cell entry into the CNS.

2.
Dev Dyn ; 2023 Dec 22.
Article in English | MEDLINE | ID: mdl-38131490

ABSTRACT

BACKGROUND: Spatial mapping on the single-cell level over the whole organism can uncover roles of molecular players involved in vertebrate development. Custom microscopes have been developed that use multiple objectives to view a sample from multiple views at the same time. Such multiview imaging approaches can improve resolution and uniformity of image quality as well as allow whole embryos to be imaged (Swoger et al., Opt Express, 2007;15(13):8029). However, multiview imaging is highly restricted to specialized equipment requiring multiple objectives or sample rotation with automated hardware. RESULTS: Our approach uses a standard single-objective confocal microscope to perform serial multiview imaging. Multiple views are imaged sequentially by mounting the fixed sample in an agarose tetrahedron that is manually rotated in between imaging each face. Computational image fusion allows for a joint 3D image to be created from multiple tiled Z-stacks acquired from different angles. The resulting fused image has improved resolution and imaging extent. CONCLUSION: With this technique, multiview imaging can be performed on a variety of common single-objective microscopes to allow for whole-embryo, high-resolution imaging.

3.
Nature ; 622(7981): 149-155, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37758945

ABSTRACT

A regular heartbeat is essential to vertebrate life. In the mature heart, this function is driven by an anatomically localized pacemaker. By contrast, pacemaking capability is broadly distributed in the early embryonic heart1-3, raising the question of how tissue-scale activity is first established and then maintained during embryonic development. The initial transition of the heart from silent to beating has never been characterized at the timescale of individual electrical events, and the structure in space and time of the early heartbeats remains poorly understood. Using all-optical electrophysiology, we captured the very first heartbeat of a zebrafish and analysed the development of cardiac excitability and conduction around this singular event. The first few beats appeared suddenly, had irregular interbeat intervals, propagated coherently across the primordial heart and emanated from loci that varied between animals and over time. The bioelectrical dynamics were well described by a noisy saddle-node on invariant circle bifurcation with action potential upstroke driven by CaV1.2. Our work shows how gradual and largely asynchronous development of single-cell bioelectrical properties produces a stereotyped and robust tissue-scale transition from quiescence to coordinated beating.


Subject(s)
Embryonic Development , Heart Rate , Heart , Zebrafish , Animals , Action Potentials , Heart/embryology , Heart/innervation , Heart/physiology , Heart Rate/physiology , Zebrafish/embryology , Zebrafish/physiology , Electrophysiology , Single-Cell Analysis
4.
bioRxiv ; 2023 Jul 30.
Article in English | MEDLINE | ID: mdl-37546736

ABSTRACT

As tissues develop, cells divide and differentiate concurrently. Conflicting evidence shows that cell division is either dispensable or required for formation of cell types. To determine the role of cell division in differentiation, we arrested the cell cycle in zebrafish embryos using two independent approaches and profiled them at single-cell resolution. We show that cell division is dispensable for differentiation of all embryonic tissues during initial cell type differentiation from early gastrulation to the end of segmentation. In the absence of cell division, differentiation slows down in some cell types, and cells exhibit global stress responses. While differentiation is robust to blocking cell division, the proportions of cells across cell states are not. This work simplifies our understanding of the role of cell division in development and showcases the utility of combining embryo-wide perturbations with single-cell RNA sequencing to uncover the role of common biological processes across multiple tissues.

5.
Dev Cell ; 58(17): 1534-1547.e6, 2023 09 11.
Article in English | MEDLINE | ID: mdl-37437574

ABSTRACT

The blood-brain barrier (BBB) is a unique set of properties of the brain vasculature which severely restrict its permeability to proteins and small molecules. Classic chick-quail chimera studies have shown that these properties are not intrinsic to the brain vasculature but rather are induced by surrounding neural tissue. Here, we identify Spock1 as a candidate neuronal signal for regulating BBB permeability in zebrafish and mice. Mosaic genetic analysis shows that neuronally expressed Spock1 is cell non-autonomously required for a functional BBB. Leakage in spock1 mutants is associated with altered extracellular matrix (ECM), increased endothelial transcytosis, and altered pericyte-endothelial interactions. Furthermore, a single dose of recombinant SPOCK1 partially restores BBB function in spock1 mutants by quenching gelatinase activity and restoring vascular expression of BBB genes including mcamb. These analyses support a model in which neuronally secreted Spock1 initiates BBB properties by altering the ECM, thereby regulating pericyte-endothelial interactions and downstream vascular gene expression.


Subject(s)
Blood-Brain Barrier , Proteoglycans , Zebrafish , Animals , Mice , Biological Transport , Blood-Brain Barrier/metabolism , Brain , Endothelium/metabolism , Proteoglycans/metabolism
6.
Cell Rep ; 42(4): 112351, 2023 04 25.
Article in English | MEDLINE | ID: mdl-37018074

ABSTRACT

Much progress has been made toward generating analogs of early embryos, such as gastruloids and embryoids, in vitro. However, methods for how to fully mimic the cell movements of gastrulation and coordinate germ-layer patterning to induce head formation are still lacking. Here, we show that a regional Nodal gradient applied to zebrafish animal pole explant can generate a structure that recapitulates the key cell movements of gastrulation. Using single-cell transcriptome and in situ hybridization analysis, we assess the dynamics of the cell fates and patterning of this structure. The mesendoderm differentiates into the anterior endoderm, prechordal plate, notochord, and tailbud-like cells along an anterior-posterior axis, and an anterior-posterior-patterned head-like structure (HLS) progressively forms during late gastrulation. Among 105 immediate Nodal targets, 14 genes contain axis-induction ability, and 5 of them induce a complete or partial head structure when overexpressed in the ventral side of zebrafish embryos.


Subject(s)
Zebrafish Proteins , Zebrafish , Animals , Zebrafish/genetics , Zebrafish Proteins/genetics , Transforming Growth Factor beta/genetics , Cell Differentiation , Mesoderm , Body Patterning/genetics , Gene Expression Regulation, Developmental
7.
Annu Rev Cell Dev Biol ; 38: 349-374, 2022 10 06.
Article in English | MEDLINE | ID: mdl-35562853

ABSTRACT

Since the proposal of the differential adhesion hypothesis, scientists have been fascinated by how cell adhesion mediates cellular self-organization to form spatial patterns during development. The search for molecular tool kits with homophilic binding specificity resulted in a diverse repertoire of adhesion molecules. Recent understanding of the dominant role of cortical tension over adhesion binding redirects the focus of differential adhesion studies to the signaling function of adhesion proteins to regulate actomyosin contractility. The broader framework of differential interfacial tension encompasses both adhesion and nonadhesion molecules, sharing the common function of modulating interfacial tension during cell sorting to generate diverse tissue patterns. Robust adhesion-based patterning requires close coordination between morphogen signaling, cell fate decisions, and changes in adhesion. Current advances in bridging theoretical and experimental approaches present exciting opportunities to understand molecular, cellular, and tissue dynamics during adhesion-based tissue patterning across multiple time and length scales.


Subject(s)
Actin Cytoskeleton , Actomyosin , Cell Adhesion
8.
Semin Cell Dev Biol ; 131: 134-145, 2022 11.
Article in English | MEDLINE | ID: mdl-35534334

ABSTRACT

Morphogenesis, the process by which tissues develop into functional shapes, requires coordinated mechanical forces. Most current literature ascribes contractile forces derived from actomyosin networks as the major driver of tissue morphogenesis. Recent works from diverse species have shown that pressure derived from fluids can generate deformations necessary for tissue morphogenesis. In this review, we discuss how hydrostatic pressure is generated at the cellular and tissue level and how the pressure can cause deformations. We highlight and review findings demonstrating the mechanical roles of pressures from fluid-filled lumens and viscous gel-like components of the extracellular matrix. We also emphasise the interactions and mechanochemical feedbacks between extracellular pressures and tissue behaviour in driving tissue remodelling. Lastly, we offer perspectives on the open questions in the field that will further our understanding to uncover new principles of tissue organisation during development.


Subject(s)
Actomyosin , Hydrostatic Pressure , Morphogenesis , Viscosity
9.
Cell ; 184(26): 6313-6325.e18, 2021 12 22.
Article in English | MEDLINE | ID: mdl-34942099

ABSTRACT

How tissues acquire complex shapes is a fundamental question in biology and regenerative medicine. Zebrafish semicircular canals form from invaginations in the otic epithelium (buds) that extend and fuse to form the hubs of each canal. We find that conventional actomyosin-driven behaviors are not required. Instead, local secretion of hyaluronan, made by the enzymes uridine 5'-diphosphate dehydrogenase (ugdh) and hyaluronan synthase 3 (has3), drives canal morphogenesis. Charged hyaluronate polymers osmotically swell with water and generate isotropic extracellular pressure to deform the overlying epithelium into buds. The mechanical anisotropy needed to shape buds into tubes is conferred by a polarized distribution of actomyosin and E-cadherin-rich membrane tethers, which we term cytocinches. Most work on tissue morphogenesis ascribes actomyosin contractility as the driving force, while the extracellular matrix shapes tissues through differential stiffness. Our work inverts this expectation. Hyaluronate pressure shaped by anisotropic tissue stiffness may be a widespread mechanism for powering morphological change in organogenesis and tissue engineering.


Subject(s)
Extracellular Space/chemistry , Hyaluronic Acid/pharmacology , Morphogenesis , Organ Specificity , Pressure , Semicircular Canals/cytology , Semicircular Canals/embryology , Actomyosin/metabolism , Animals , Anisotropy , Behavior, Animal , Extracellular Matrix/metabolism , Hyaluronic Acid/biosynthesis , Models, Biological , Morphogenesis/drug effects , Organ Specificity/drug effects , Osmotic Pressure , Semicircular Canals/diagnostic imaging , Stereotyped Behavior , Zebrafish/embryology , Zebrafish Proteins/metabolism
10.
Birth Defects Res ; 113(7): 546-559, 2021 04 15.
Article in English | MEDLINE | ID: mdl-33496083

ABSTRACT

Cellular analysis of developmental processes and toxicities has traditionally entailed bulk methods (e.g., transcriptomics) that lack single cell resolution or tissue localization methods (e.g., immunostaining) that allow only a few genes to be monitored in each experiment. Recent technological advances have enabled interrogation of genomic function at the single-cell level, providing new opportunities to unravel developmental pathways and processes with unprecedented resolution. Here, we review emerging technologies of single-cell RNA-sequencing (scRNA-seq) to globally characterize the gene expression sets of different cell types and how different cell types emerge from earlier cell states in development. Cell atlases of experimental embryology and human embryogenesis at single-cell resolution will provide an encyclopedia of genes that define key stages from gastrulation to organogenesis. This technology, combined with computational models to discover key organizational principles, was recognized by Science magazine as the "Breakthrough of the year" for 2018 due to transformative potential on the way we study how human cells mature over a lifetime, how tissues regenerate, and how cells change in diseases (e.g., patient-derived organoids to screen disease-specific targets and design precision therapy). Profiling transcriptomes at the single-cell level can fulfill the need for greater detail in the molecular progression of all cell lineages, from pluripotency to adulthood and how cell-cell signaling pathways control progression at every step. Translational opportunities emerge for elucidating pathogenesis of genetic birth defects with cellular precision and improvements for predictive toxicology of chemical teratogenesis.


Subject(s)
Single-Cell Analysis , Transcriptome , Adult , Humans , Sequence Analysis, RNA , Signal Transduction , Transcriptome/genetics
11.
Science ; 370(6512): 113-116, 2020 10 02.
Article in English | MEDLINE | ID: mdl-33004519

ABSTRACT

Animal development entails the organization of specific cell types in space and time, and spatial patterns must form in a robust manner. In the zebrafish spinal cord, neural progenitors form stereotypic patterns despite noisy morphogen signaling and large-scale cellular rearrangements during morphogenesis and growth. By directly measuring adhesion forces and preferences for three types of endogenous neural progenitors, we provide evidence for the differential adhesion model in which differences in intercellular adhesion mediate cell sorting. Cell type-specific combinatorial expression of different classes of cadherins (N-cadherin, cadherin 11, and protocadherin 19) results in homotypic preference ex vivo and patterning robustness in vivo. Furthermore, the differential adhesion code is regulated by the sonic hedgehog morphogen gradient. We propose that robust patterning during tissue morphogenesis results from interplay between adhesion-based self-organization and morphogen-directed patterning.


Subject(s)
Body Patterning/physiology , Cadherins/metabolism , Cell Adhesion/physiology , Neural Stem Cells/physiology , Zebrafish Proteins/metabolism , Zebrafish/growth & development , Animals , Body Patterning/genetics , Cadherins/genetics , Cell Adhesion/genetics , Protocadherins , Spinal Cord/growth & development , Zebrafish/genetics , Zebrafish Proteins/genetics
12.
Elife ; 82019 10 01.
Article in English | MEDLINE | ID: mdl-31571582

ABSTRACT

Animals make organs of precise size, shape, and symmetry but how developing embryos do this is largely unknown. Here, we combine quantitative imaging, physical theory, and physiological measurement of hydrostatic pressure and fluid transport in zebrafish to study size control of the developing inner ear. We find that fluid accumulation creates hydrostatic pressure in the lumen leading to stress in the epithelium and expansion of the otic vesicle. Pressure, in turn, inhibits fluid transport into the lumen. This negative feedback loop between pressure and transport allows the otic vesicle to change growth rate to control natural or experimentally-induced size variation. Spatiotemporal patterning of contractility modulates pressure-driven strain for regional tissue thinning. Our work connects molecular-driven mechanisms, such as osmotic pressure driven strain and actomyosin tension, to the regulation of tissue morphogenesis via hydraulic feedback to ensure robust control of organ size. Editorial note: This article has been through an editorial process in which the authors decide how to respond to the issues raised during peer review. The Reviewing Editor's assessment is that all the issues have been addressed (see decision letter).


Subject(s)
Body Fluids , Ear, Inner/embryology , Feedback , Hydrostatic Pressure , Animals , Osmotic Pressure , Zebrafish
13.
Elife ; 82019 08 20.
Article in English | MEDLINE | ID: mdl-31429822

ABSTRACT

As an optically transparent model organism with an endothelial blood-brain barrier (BBB), zebrafish offer a powerful tool to study the vertebrate BBB. However, the precise developmental profile of functional zebrafish BBB acquisition and the subcellular and molecular mechanisms governing the zebrafish BBB remain poorly characterized. Here, we capture the dynamics of developmental BBB leakage using live imaging, revealing a combination of steady accumulation in the parenchyma and sporadic bursts of tracer leakage. Electron microscopy studies further reveal high levels of transcytosis in brain endothelium early in development that are suppressed later. The timing of this suppression of transcytosis coincides with the establishment of BBB function. Finally, we demonstrate a key mammalian BBB regulator Mfsd2a, which inhibits transcytosis, plays a conserved role in zebrafish, as mfsd2aa mutants display increased BBB permeability due to increased transcytosis. Our findings indicate a conserved developmental program of barrier acquisition between zebrafish and mice.


Subject(s)
Blood-Brain Barrier/embryology , Blood-Brain Barrier/physiology , Endothelial Cells/physiology , Transcytosis , Zebrafish , Animals , Intravital Microscopy , Microscopy, Electron
14.
BMC Genomics ; 20(1): 445, 2019 Jun 03.
Article in English | MEDLINE | ID: mdl-31159718

ABSTRACT

BACKGROUND: Directed DNA methylation on N6-adenine (6mA), N4-cytosine (4mC), and C5-cytosine (5mC) can potentially increase DNA coding capacity and regulate a variety of biological functions. These modifications are relatively abundant in bacteria, occurring in about a percent of all bases of most bacteria. Until recently, 5mC and its oxidized derivatives were thought to be the only directed DNA methylation events in metazoa. New and more sensitive detection techniques (ultra-high performance liquid chromatography coupled with mass spectrometry (UHPLC-ms/ms) and single molecule real-time sequencing (SMRTseq)) have suggested that 6mA and 4mC modifications could be present in a variety of metazoa. RESULTS: Here, we find that both of these techniques are prone to inaccuracies, which overestimate DNA methylation concentrations in metazoan genomic DNA. Artifacts can arise from methylated bacterial DNA contamination of enzyme preparations used to digest DNA and contaminating bacterial DNA in eukaryotic DNA preparations. Moreover, DNA sonication introduces a novel modified base from 5mC that has a retention time near 4mC that can be confused with 4mC. Our analyses also suggest that SMRTseq systematically overestimates 4mC in prokaryotic and eukaryotic DNA and 6mA in DNA samples in which it is rare. Using UHPLC-ms/ms designed to minimize and subtract artifacts, we find low to undetectable levels of 4mC and 6mA in genomes of representative worms, insects, amphibians, birds, rodents and primates under normal growth conditions. We also find that mammalian cells incorporate exogenous methylated nucleosides into their genome, suggesting that a portion of 6mA modifications could derive from incorporation of nucleosides from bacteria in food or microbiota. However, gDNA samples from gnotobiotic mouse tissues found rare (0.9-3.7 ppm) 6mA modifications above background. CONCLUSIONS: Altogether these data demonstrate that 6mA and 4mC are rarer in metazoa than previously reported, and highlight the importance of careful sample preparation and measurement, and need for more accurate sequencing techniques.


Subject(s)
Adenine/analogs & derivatives , Artifacts , Cytosine/analogs & derivatives , DNA Methylation , DNA/genetics , Eukaryota/genetics , Genome , Adenine/analysis , Adenine/metabolism , Animals , Cells, Cultured , Cytosine/analysis , Cytosine/metabolism , Genomics , Humans , Mice , Myoblasts/cytology , Myoblasts/metabolism
15.
J Vis Exp ; (147)2019 05 03.
Article in English | MEDLINE | ID: mdl-31107459

ABSTRACT

In the developmental process, embryos exhibit a remarkable ability to match their body pattern to their body size; their body proportion is maintained even in embryos that are larger or smaller, within certain limits. Although this phenomenon of scaling has attracted attention for over a century, understanding the underlying mechanisms has been limited, owing in part to a lack of quantitative description of developmental dynamics in embryos of varied sizes. To overcome this limitation, we developed a new technique to surgically reduce the size of zebrafish embryos, which have great advantages for in vivo live imaging. We demonstrate that after balanced removal of cells and yolk at the blastula stage in separate steps, embryos can quickly recover under the right conditions and develop into smaller but otherwise normal embryos. Since this technique does not require special equipment, it is easily adaptable, and can be used to study a wide range of scaling problems, including robustness of morphogen mediated patterning.


Subject(s)
General Surgery/methods , Morphogenesis/physiology , Zebrafish/embryology , Animals
16.
Science ; 363(6424)2019 01 18.
Article in English | MEDLINE | ID: mdl-30655415

ABSTRACT

Optical and electron microscopy have made tremendous inroads toward understanding the complexity of the brain. However, optical microscopy offers insufficient resolution to reveal subcellular details, and electron microscopy lacks the throughput and molecular contrast to visualize specific molecular constituents over millimeter-scale or larger dimensions. We combined expansion microscopy and lattice light-sheet microscopy to image the nanoscale spatial relationships between proteins across the thickness of the mouse cortex or the entire Drosophila brain. These included synaptic proteins at dendritic spines, myelination along axons, and presynaptic densities at dopaminergic neurons in every fly brain region. The technology should enable statistically rich, large-scale studies of neural development, sexual dimorphism, degree of stereotypy, and structural correlations to behavior or neural activity, all with molecular contrast.


Subject(s)
Brain/diagnostic imaging , Nanotechnology , Neuroimaging/methods , Optical Imaging/methods , Animals , Axons , Dendritic Spines , Drosophila , Female , Humans , Image Processing, Computer-Assisted , Imaging, Three-Dimensional , Kidney/diagnostic imaging , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Microscopy, Fluorescence , Phantoms, Imaging , Somatosensory Cortex/diagnostic imaging , Synapses
17.
Elife ; 72018 06 19.
Article in English | MEDLINE | ID: mdl-29916365

ABSTRACT

The inner ear is a fluid-filled closed-epithelial structure whose function requires maintenance of an internal hydrostatic pressure and fluid composition. The endolymphatic sac (ES) is a dead-end epithelial tube connected to the inner ear whose function is unclear. ES defects can cause distended ear tissue, a pathology often seen in hearing and balance disorders. Using live imaging of zebrafish larvae, we reveal that the ES undergoes cycles of slow pressure-driven inflation followed by rapid deflation. Absence of these cycles in lmx1bb mutants leads to distended ear tissue. Using serial-section electron microscopy and adaptive optics lattice light-sheet microscopy, we find a pressure relief valve in the ES comprised of partially separated apical junctions and dynamic overlapping basal lamellae that separate under pressure to release fluid. We propose that this lmx1-dependent pressure relief valve is required to maintain fluid homeostasis in the inner ear and other fluid-filled cavities.


Subject(s)
Endolymphatic Sac/ultrastructure , Hearing/physiology , Larva/ultrastructure , Transcription Factors/genetics , Zebrafish Proteins/genetics , Animals , Animals, Genetically Modified , Embryo, Nonmammalian , Endolymphatic Sac/anatomy & histology , Endolymphatic Sac/physiology , Female , Gene Expression , Homeostasis/physiology , Hydrostatic Pressure , In Situ Hybridization, Fluorescence , Larva/anatomy & histology , Larva/physiology , Male , Microscopy, Electron , Mutation , Time-Lapse Imaging , Transcription Factors/metabolism , Zebrafish , Zebrafish Proteins/metabolism
18.
Development ; 145(11)2018 06 11.
Article in English | MEDLINE | ID: mdl-29769221

ABSTRACT

Little is known about how the sizes of animal tissues are controlled. A prominent example is somite size, which varies widely both within an individual and across species. Despite intense study of the segmentation clock governing the timing of somite generation, how it relates to somite size is poorly understood. Here, we examine somite scaling and find that somite size at specification scales with the length of the presomitic mesoderm (PSM) despite considerable variation in PSM length across developmental stages and in surgically size-reduced embryos. Measurement of clock period, axis elongation speed and clock gene expression patterns demonstrate that existing models fail to explain scaling. We posit a 'clock and scaled gradient' model, in which somite boundaries are set by a dynamically scaling signaling gradient across the PSM. Our model not only explains existing data, but also makes a unique prediction that we confirm experimentally - the formation of periodic 'echoes' in somite size following perturbation of the size of one somite. Our findings demonstrate that gradient scaling plays a central role in both progression and size control of somitogenesis.


Subject(s)
Body Patterning/genetics , Cleavage Stage, Ovum/physiology , Morphogenesis/genetics , Somites/embryology , Zebrafish/embryology , Animals , Basic Helix-Loop-Helix Transcription Factors/physiology , Body Size/physiology , Fibroblast Growth Factors/metabolism , Gene Expression Regulation, Developmental/genetics , Models, Theoretical , Organ Size/physiology , Zebrafish Proteins/physiology
19.
Development ; 145(9)2018 May 04.
Article in English | MEDLINE | ID: mdl-29678815

ABSTRACT

Balancing the rate of differentiation and proliferation in developing tissues is essential to produce organs of robust size and composition. Although many molecular regulators have been established, how these connect to physical and geometrical aspects of tissue architecture is poorly understood. Here, using high-resolution timelapse imaging, we find that changes to cell geometry associated with dense tissue packing play a significant role in regulating differentiation rate in the zebrafish neural tube. Specifically, progenitors that are displaced away from the apical surface due to crowding, tend to differentiate in a Notch-dependent manner. Using simulations we show that interplay between progenitor density, cell shape and changes in differentiation rate could naturally result in negative-feedback control on progenitor cell number. Given these results, we suggest a model whereby differentiation rate is regulated by density dependent effects on cell geometry to: (1) correct variability in cell number; and (2) balance the rates of proliferation and differentiation over development to 'fill' the available space.


Subject(s)
Cell Differentiation/physiology , Cell Proliferation/physiology , Neural Stem Cells/metabolism , Neural Tube/embryology , Neurogenesis/physiology , Zebrafish/embryology , Animals , Neural Stem Cells/cytology , Neural Tube/cytology , Receptors, Notch/genetics , Receptors, Notch/metabolism , Zebrafish/genetics , Zebrafish Proteins/genetics , Zebrafish Proteins/metabolism
20.
Science ; 360(6392): 981-987, 2018 06 01.
Article in English | MEDLINE | ID: mdl-29700229

ABSTRACT

High-throughput mapping of cellular differentiation hierarchies from single-cell data promises to empower systematic interrogations of vertebrate development and disease. Here we applied single-cell RNA sequencing to >92,000 cells from zebrafish embryos during the first day of development. Using a graph-based approach, we mapped a cell-state landscape that describes axis patterning, germ layer formation, and organogenesis. We tested how clonally related cells traverse this landscape by developing a transposon-based barcoding approach (TracerSeq) for reconstructing single-cell lineage histories. Clonally related cells were often restricted by the state landscape, including a case in which two independent lineages converge on similar fates. Cell fates remained restricted to this landscape in embryos lacking the chordin gene. We provide web-based resources for further analysis of the single-cell data.


Subject(s)
Clonal Evolution/genetics , Gene Expression Regulation, Developmental , Zebrafish Proteins/genetics , Zebrafish/embryology , Zebrafish/genetics , Animals , Gene Expression , Glycoproteins/genetics , Intercellular Signaling Peptides and Proteins/genetics , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods
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