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1.
Nat Commun ; 14(1): 4788, 2023 08 08.
Article in English | MEDLINE | ID: mdl-37553326

ABSTRACT

Droplet microfluidic methods have massively increased the throughput of single-cell sequencing campaigns. The benefit of scale-up is, however, accompanied by increased background noise when processing challenging samples and the overall RNA capture efficiency is lower. These drawbacks stem from the lack of strategies to enrich for high-quality material or specific cell types at the moment of cell encapsulation and the absence of implementable multi-step enzymatic processes that increase capture. Here we alleviate both bottlenecks using fluorescence-activated droplet sorting to enrich for droplets that contain single viable cells, intact nuclei, fixed cells or target cell types and use reagent addition to droplets by picoinjection to perform multi-step lysis and reverse transcription. Our methodology increases gene detection rates fivefold, while reducing background noise by up to half. We harness these properties to deliver a high-quality molecular atlas of mouse brain development, despite starting with highly damaged input material, and provide an atlas of nascent RNA transcription during mouse organogenesis. Our method is broadly applicable to other droplet-based workflows to deliver sensitive and accurate single-cell profiling at a reduced cost.


Subject(s)
Microfluidic Analytical Techniques , Microfluidics , Animals , Mice , Microfluidic Analytical Techniques/methods , RNA , Single-Cell Analysis/methods
2.
Nat Commun ; 14(1): 4022, 2023 07 07.
Article in English | MEDLINE | ID: mdl-37419903

ABSTRACT

Biomechanical cues are instrumental in guiding embryonic development and cell differentiation. Understanding how these physical stimuli translate into transcriptional programs will provide insight into mechanisms underlying mammalian pre-implantation development. Here, we explore this type of regulation by exerting microenvironmental control over mouse embryonic stem cells. Microfluidic encapsulation of mouse embryonic stem cells in agarose microgels stabilizes the naive pluripotency network and specifically induces expression of Plakoglobin (Jup), a vertebrate homolog of ß-catenin. Overexpression of Plakoglobin is sufficient to fully re-establish the naive pluripotency gene regulatory network under metastable pluripotency conditions, as confirmed by single-cell transcriptome profiling. Finally, we find that, in the epiblast, Plakoglobin was exclusively expressed at the blastocyst stage in human and mouse embryos - further strengthening the link between Plakoglobin and naive pluripotency in vivo. Our work reveals Plakoglobin as a mechanosensitive regulator of naive pluripotency and provides a paradigm to interrogate the effects of volumetric confinement on cell-fate transitions.


Subject(s)
Embryonic Development , Germ Layers , Animals , Mice , Humans , gamma Catenin/genetics , gamma Catenin/metabolism , Cell Differentiation/genetics , Germ Layers/metabolism , Embryonic Development/genetics , Gene Expression Profiling , Blastocyst/metabolism , Mammals/genetics
3.
Cell Syst ; 14(6): 464-481.e7, 2023 06 21.
Article in English | MEDLINE | ID: mdl-37348462

ABSTRACT

Single-cell RNA sequencing (scRNA-seq) is a powerful technique for describing cell states. Identifying the spatial arrangement of these states in tissues remains challenging, with the existing methods requiring niche methodologies and expertise. Here, we describe segmentation by exogenous perfusion (SEEP), a rapid and integrated method to link surface proximity and environment accessibility to transcriptional identity within three-dimensional (3D) disease models. The method utilizes the steady-state diffusion kinetics of a fluorescent dye to establish a gradient along the radial axis of disease models. Classification of sample layers based on dye accessibility enables dissociated and sorted cells to be characterized by transcriptomic and regional identities. Using SEEP, we analyze spheroid, organoid, and in vivo tumor models of high-grade serous ovarian cancer (HGSOC). The results validate long-standing beliefs about the relationship between cell state and position while revealing new concepts regarding how spatially unique microenvironments influence the identity of individual cells within tumors.


Subject(s)
Gene Expression Profiling , Transcriptome , Transcriptome/genetics , Kinetics , Organoids , Physics
5.
Nat Cell Biol ; 24(9): 1341-1349, 2022 09.
Article in English | MEDLINE | ID: mdl-36100738

ABSTRACT

Mammalian embryos sequentially differentiate into trophectoderm and an inner cell mass, the latter of which differentiates into primitive endoderm and epiblast. Trophoblast stem (TS), extraembryonic endoderm (XEN) and embryonic stem (ES) cells derived from these three lineages can self-assemble into synthetic embryos, but the mechanisms remain unknown. Here, we show that a stem cell-specific cadherin code drives synthetic embryogenesis. The XEN cell cadherin code enables XEN cell sorting into a layer below ES cells, recapitulating the sorting of epiblast and primitive endoderm before implantation. The TS cell cadherin code enables TS cell sorting above ES cells, resembling extraembryonic ectoderm clustering above epiblast following implantation. Whereas differential cadherin expression drives initial cell sorting, cortical tension consolidates tissue organization. By optimizing cadherin code expression in different stem cell lines, we tripled the frequency of correctly formed synthetic embryos. Thus, by exploiting cadherin codes from different stages of development, lineage-specific stem cells bypass the preimplantation structure to directly assemble a postimplantation embryo.


Subject(s)
Cadherins , Endoderm , Mammals/embryology , Animals , Blastocyst , Cadherins/genetics , Cadherins/metabolism , Embryonic Stem Cells/metabolism , Germ Layers
6.
Nature ; 610(7930): 143-153, 2022 10.
Article in English | MEDLINE | ID: mdl-36007540

ABSTRACT

Embryonic stem (ES) cells can undergo many aspects of mammalian embryogenesis in vitro1-5, but their developmental potential is substantially extended by interactions with extraembryonic stem cells, including trophoblast stem (TS) cells, extraembryonic endoderm stem (XEN) cells and inducible XEN (iXEN) cells6-11. Here we assembled stem cell-derived embryos in vitro from mouse ES cells, TS cells and iXEN cells and showed that they recapitulate the development of whole natural mouse embryo in utero up to day 8.5 post-fertilization. Our embryo model displays headfolds with defined forebrain and midbrain regions and develops a beating heart-like structure, a trunk comprising a neural tube and somites, a tail bud containing neuromesodermal progenitors, a gut tube, and primordial germ cells. This complete embryo model develops within an extraembryonic yolk sac that initiates blood island development. Notably, we demonstrate that the neurulating embryo model assembled from Pax6-knockout ES cells aggregated with wild-type TS cells and iXEN cells recapitulates the ventral domain expansion of the neural tube that occurs in natural, ubiquitous Pax6-knockout embryos. Thus, these complete embryoids are a powerful in vitro model for dissecting the roles of diverse cell lineages and genes in development. Our results demonstrate the self-organization ability of ES cells and two types of extraembryonic stem cells to reconstitute mammalian development through and beyond gastrulation to neurulation and early organogenesis.


Subject(s)
Embryo, Mammalian , Gastrulation , Models, Biological , Neurulation , Organogenesis , Animals , Cell Lineage , Embryo, Mammalian/cytology , Embryo, Mammalian/embryology , Embryonic Stem Cells/cytology , Endoderm/cytology , Endoderm/embryology , Heart/embryology , Mesencephalon/embryology , Mice , Neural Tube/embryology , PAX6 Transcription Factor/deficiency , PAX6 Transcription Factor/genetics , Prosencephalon/embryology , Somites/embryology
7.
Nat Biotechnol ; 40(12): 1780-1793, 2022 12.
Article in English | MEDLINE | ID: mdl-35760914

ABSTRACT

Most methods for single-cell transcriptome sequencing amplify the termini of polyadenylated transcripts, capturing only a small fraction of the total cellular transcriptome. This precludes the detection of many long non-coding, short non-coding and non-polyadenylated protein-coding transcripts and hinders alternative splicing analysis. We, therefore, developed VASA-seq to detect the total transcriptome in single cells, which is enabled by fragmenting and tailing all RNA molecules subsequent to cell lysis. The method is compatible with both plate-based formats and droplet microfluidics. We applied VASA-seq to more than 30,000 single cells in the developing mouse embryo during gastrulation and early organogenesis. Analyzing the dynamics of the total single-cell transcriptome, we discovered cell type markers, many based on non-coding RNA, and performed in vivo cell cycle analysis via detection of non-polyadenylated histone genes. RNA velocity characterization was improved, accurately retracing blood maturation trajectories. Moreover, our VASA-seq data provide a comprehensive analysis of alternative splicing during mammalian development, which highlighted substantial rearrangements during blood development and heart morphogenesis.


Subject(s)
High-Throughput Nucleotide Sequencing , Transcriptome , Mice , Animals , Sequence Analysis, RNA/methods , High-Throughput Nucleotide Sequencing/methods , Alternative Splicing/genetics , RNA/metabolism , Gene Expression Profiling/methods , Mammals/genetics
8.
Dev Cell ; 56(3): 366-382.e9, 2021 02 08.
Article in English | MEDLINE | ID: mdl-33378662

ABSTRACT

The development of mouse embryos can be partially recapitulated by combining embryonic stem cells (ESCs), trophoblast stem cells (TS), and extra-embryonic endoderm (XEN) stem cells to generate embryo-like structures called ETX embryos. Although ETX embryos transcriptionally capture the mouse gastrula, their ability to recapitulate complex morphogenic events such as gastrulation is limited, possibly due to the limited potential of XEN cells. To address this, we generated ESCs transiently expressing transcription factor Gata4, which drives the extra-embryonic endoderm fate, and combined them with ESCs and TS cells to generate induced ETX embryos (iETX embryos). We show that iETX embryos establish a robust anterior signaling center that migrates unilaterally to break embryo symmetry. Furthermore, iETX embryos gastrulate generating embryonic and extra-embryonic mesoderm and definitive endoderm. Our findings reveal that replacement of XEN cells with ESCs transiently expressing Gata4 endows iETX embryos with greater developmental potential, thus enabling the study of the establishment of anterior-posterior patterning and gastrulation in an in vitro system.


Subject(s)
Embryo, Mammalian/cytology , Induced Pluripotent Stem Cells/cytology , Morphogenesis , Animals , Biomarkers/metabolism , Cell Line , Cell Lineage , Embryonic Stem Cells/cytology , Endoderm/cytology , Epithelial-Mesenchymal Transition , GATA4 Transcription Factor/metabolism , Gastrulation , Mice , Primitive Streak/cytology , Signal Transduction
9.
Dev Cell ; 51(6): 698-712.e8, 2019 12 16.
Article in English | MEDLINE | ID: mdl-31846649

ABSTRACT

Mammalian blastocysts comprise three distinct cell lineages essential for development beyond implantation: the pluripotent epiblast, which generates the future embryo, and surrounding it the extra-embryonic primitive endoderm and the trophectoderm tissues. Embryonic stem cells can reintegrate into embryogenesis but contribute primarily to epiblast lineages. Here, we show that mouse embryonic stem cells cultured under extended pluripotent conditions (EPSCs) can be partnered with trophoblast stem cells to self-organize into blastocyst-like structures with all three embryonic and extra-embryonic lineages. Morphogenetic and transcriptome profiling analyses reveal that these blastocyst-like structures show distinct embryonic-abembryonic axes and primitive endoderm differentiation and can initiate the transition from the pre- to post-implantation egg cylinder morphology in vitro.


Subject(s)
Blastocyst/cytology , Embryo Implantation/physiology , Endoderm/cytology , Mouse Embryonic Stem Cells/cytology , Animals , Cell Differentiation/physiology , Cell Lineage/physiology , Embryo, Mammalian/metabolism , Embryonic Development/physiology , Gene Expression Regulation, Developmental , Mice
10.
Nat Commun ; 8: 13919, 2017 01 27.
Article in English | MEDLINE | ID: mdl-28128213

ABSTRACT

Low-cost shotgun DNA sequencing is transforming the microbial sciences. Sequencing instruments are so effective that sample preparation is now the key limiting factor. Here, we introduce a microfluidic sample preparation platform that integrates the key steps in cells to sequence library sample preparation for up to 96 samples and reduces DNA input requirements 100-fold while maintaining or improving data quality. The general-purpose microarchitecture we demonstrate supports workflows with arbitrary numbers of reaction and clean-up or capture steps. By reducing the sample quantity requirements, we enabled low-input (∼10,000 cells) whole-genome shotgun (WGS) sequencing of Mycobacterium tuberculosis and soil micro-colonies with superior results. We also leveraged the enhanced throughput to sequence ∼400 clinical Pseudomonas aeruginosa libraries and demonstrate excellent single-nucleotide polymorphism detection performance that explained phenotypically observed antibiotic resistance. Fully-integrated lab-on-chip sample preparation overcomes technical barriers to enable broader deployment of genomics across many basic research and translational applications.


Subject(s)
Genome, Bacterial/genetics , Genomics/methods , High-Throughput Screening Assays/methods , Microfluidics/methods , Whole Genome Sequencing/methods , Bacterial Infections/diagnosis , Bacterial Infections/microbiology , Drug Resistance, Microbial/genetics , Environmental Monitoring/instrumentation , Environmental Monitoring/methods , Gene Library , Genomics/instrumentation , High-Throughput Nucleotide Sequencing , High-Throughput Screening Assays/instrumentation , Humans , Lab-On-A-Chip Devices , Microfluidics/instrumentation , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/isolation & purification , Oligonucleotide Array Sequence Analysis , Polymorphism, Single Nucleotide/genetics , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/isolation & purification , Soil Microbiology , Whole Genome Sequencing/instrumentation
11.
ACS Synth Biol ; 5(12): 1342-1347, 2016 12 16.
Article in English | MEDLINE | ID: mdl-27332993

ABSTRACT

Geobacillus thermoglucosidasius is a Gram-positive thermophile of industrial interest that exhibits rapid growth and can utilize a variety of plant-derived feedstocks. It is an attractive chassis organism for high temperature biotechnology and synthetic biology applications but is currently limited by a lack of available genetic tools. Here we describe a set of modular shuttle vectors, including a promoter library and reporter proteins. The compact plasmids are composed of interchangeable modules for molecular cloning in Escherichia coli and stable propagation in G. thermoglucosidasius and other Geobacillus species. Modules include two origins of replication, two selectable markers and three reporter proteins for characterization of gene expression. For fine-tuning heterologous expression from these plasmids, we include a characterized promoter library and test ribosome binding site design. Together, these gene expression tools and a standardized plasmid set can facilitate modularity and part exchange to make Geobacillus a thermophile chassis for synthetic biology.


Subject(s)
Genetic Engineering , Geobacillus/genetics , Plasmids/genetics , Synthetic Biology/methods , Cloning, Molecular , DNA Copy Number Variations , Escherichia coli/genetics , Geobacillus/metabolism , Hot Temperature , Plasmids/metabolism , Promoter Regions, Genetic
12.
Nucleic Acids Res ; 42(1): e7, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24153110

ABSTRACT

Overlap-directed DNA assembly methods allow multiple DNA parts to be assembled together in one reaction. These methods, which rely on sequence homology between the ends of DNA parts, have become widely adopted in synthetic biology, despite being incompatible with a key principle of engineering: modularity. To answer this, we present MODAL: a Modular Overlap-Directed Assembly with Linkers strategy that brings modularity to overlap-directed methods, allowing assembly of an initial set of DNA parts into a variety of arrangements in one-pot reactions. MODAL is accompanied by a custom software tool that designs overlap linkers to guide assembly, allowing parts to be assembled in any specified order and orientation. The in silico design of synthetic orthogonal overlapping junctions allows for much greater efficiency in DNA assembly for a variety of different methods compared with using non-designed sequence. In tests with three different assembly technologies, the MODAL strategy gives assembly of both yeast and bacterial plasmids, composed of up to five DNA parts in the kilobase range with efficiencies of between 75 and 100%. It also seamlessly allows mutagenesis to be performed on any specified DNA parts during the process, allowing the one-step creation of construct libraries valuable for synthetic biology applications.


Subject(s)
DNA/chemistry , Sequence Analysis, DNA , Synthetic Biology/methods , DNA/chemical synthesis , Escherichia coli/genetics , Genes, Synthetic , Plasmids/genetics , Polymerase Chain Reaction , Saccharomyces cerevisiae/genetics , Software , Synthetic Biology/standards
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