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1.
Annu Rev Immunol ; 41: 39-71, 2023 04 26.
Article in English | MEDLINE | ID: mdl-36525691

ABSTRACT

Immunity to infection has been extensively studied in humans and mice bearing naturally occurring or experimentally introduced germline mutations. Mouse studies are sometimes neglected by human immunologists, on the basis that mice are not humans and the infections studied are experimental and not natural. Conversely, human studies are sometimes neglected by mouse immunologists, on the basis of the uncontrolled conditions of study and small numbers of patients. However, both sides would agree that the infectious phenotypes of patients with inborn errors of immunity often differ from those of the corresponding mutant mice. Why is that? We argue that this important question is best addressed by revisiting and reinterpreting the findings of both mouse and human studies from a genetic perspective. Greater caution is required for reverse-genetics studies than for forward-genetics studies, but genetic analysis is sufficiently strong to define the studies likely to stand the test of time. Genetically robust mouse and human studies can provide invaluable complementary insights into the mechanisms of immunity to infection common and specific to these two species.


Subject(s)
Immune System Diseases , Immunity , Phenotype , Animals , Humans , Mice , Immunity/genetics , Immune System Diseases/genetics
2.
Annu Rev Immunol ; 40: 615-649, 2022 04 26.
Article in English | MEDLINE | ID: mdl-35134315

ABSTRACT

Alphaviruses are emerging and reemerging viruses that cause disease syndromes ranging from incapacitating arthritis to potentially fatal encephalitis. While infection by arthritogenic and encephalitic alphaviruses results in distinct clinical manifestations, both virus groups induce robust innate and adaptive immune responses. However, differences in cellular tropism, type I interferon induction, immune cell recruitment, and B and T cell responses result in differential disease progression and outcome. In this review, we discuss aspects of immune responses that contribute to protective or pathogenic outcomes after alphavirus infection.


Subject(s)
Alphavirus Infections , Alphavirus , Interferon Type I , Alphavirus Infections/pathology , Animals , Humans , Immunity , Tropism
3.
Annu Rev Immunol ; 39: 417-447, 2021 04 26.
Article in English | MEDLINE | ID: mdl-33902312

ABSTRACT

Natural killer (NK) cells are innate lymphocytes that provide critical host defense against pathogens and cancer. Originally heralded for their early and rapid effector activity, NK cells have been recognized over the last decade for their ability to undergo adaptive immune processes, including antigen-driven clonal expansion and generation of long-lived memory. This review presents an overview of how NK cells lithely partake in both innate and adaptive responses and how this versatility is manifest in human NK cell-mediated immunity.


Subject(s)
Cytomegalovirus Infections , Cytomegalovirus , Animals , Humans , Immunity, Cellular , Killer Cells, Natural
4.
Cell ; 187(9): 2129-2142.e17, 2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38670071

ABSTRACT

Interspecies blastocyst complementation (IBC) provides a unique platform to study development and holds the potential to overcome worldwide organ shortages. Despite recent successes, brain tissue has not been achieved through IBC. Here, we developed an optimized IBC strategy based on C-CRISPR, which facilitated rapid screening of candidate genes and identified that Hesx1 deficiency supported the generation of rat forebrain tissue in mice via IBC. Xenogeneic rat forebrain tissues in adult mice were structurally and functionally intact. Cross-species comparative analyses revealed that rat forebrain tissues developed at the same pace as the mouse host but maintained rat-like transcriptome profiles. The chimeric rate of rat cells gradually decreased as development progressed, suggesting xenogeneic barriers during mid-to-late pre-natal development. Interspecies forebrain complementation opens the door for studying evolutionarily conserved and divergent mechanisms underlying brain development and cognitive function. The C-CRISPR-based IBC strategy holds great potential to broaden the study and application of interspecies organogenesis.


Subject(s)
Prosencephalon , Animals , Prosencephalon/metabolism , Prosencephalon/embryology , Mice , Rats , Blastocyst/metabolism , Female , CRISPR-Cas Systems/genetics , Transcriptome , Organogenesis , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Male , Mice, Inbred C57BL
5.
Cell ; 186(26): 5859-5875.e24, 2023 12 21.
Article in English | MEDLINE | ID: mdl-38052213

ABSTRACT

Embryogenesis necessitates harmonious coordination between embryonic and extraembryonic tissues. Although stem cells of both embryonic and extraembryonic origins have been generated, they are grown in different culture conditions. In this study, utilizing a unified culture condition that activates the FGF, TGF-ß, and WNT pathways, we have successfully derived embryonic stem cells (FTW-ESCs), extraembryonic endoderm stem cells (FTW-XENs), and trophoblast stem cells (FTW-TSCs) from the three foundational tissues of mouse and cynomolgus monkey (Macaca fascicularis) blastocysts. This approach facilitates the co-culture of embryonic and extraembryonic stem cells, revealing a growth inhibition effect exerted by extraembryonic endoderm cells on pluripotent cells, partially through extracellular matrix signaling. Additionally, our cross-species analysis identified both shared and unique transcription factors and pathways regulating FTW-XENs. The embryonic and extraembryonic stem cell co-culture strategy offers promising avenues for developing more faithful embryo models and devising more developmentally pertinent differentiation protocols.


Subject(s)
Embryo, Mammalian , Embryonic Stem Cells , Animals , Coculture Techniques , Macaca fascicularis , Embryonic Stem Cells/metabolism , Cell Differentiation , Endoderm/metabolism , Cell Lineage
6.
Cell ; 186(4): 715-731.e19, 2023 02 16.
Article in English | MEDLINE | ID: mdl-36754048

ABSTRACT

Transgenerational epigenetic inheritance in mammals remains a debated subject. Here, we demonstrate that DNA methylation of promoter-associated CpG islands (CGIs) can be transmitted from parents to their offspring in mice. We generated DNA methylation-edited mouse embryonic stem cells (ESCs), in which CGIs of two metabolism-related genes, the Ankyrin repeat domain 26 and the low-density lipoprotein receptor, were specifically methylated and silenced. DNA methylation-edited mice generated by microinjection of the methylated ESCs exhibited abnormal metabolic phenotypes. Acquired methylation of the targeted CGI and the phenotypic traits were maintained and transmitted across multiple generations. The heritable CGI methylation was subjected to reprogramming in parental PGCs and subsequently reestablished in the next generation at post-implantation stages. These observations provide a concrete step toward demonstrating transgenerational epigenetic inheritance in mammals, which may have implications in our understanding of evolutionary biology as well as the etiology, diagnosis, and prevention of non-genetically inherited human diseases.


Subject(s)
DNA Methylation , Epigenesis, Genetic , Mice , Humans , Animals , CpG Islands , Inheritance Patterns , Mammals/genetics
7.
Cell ; 185(11): 1905-1923.e25, 2022 05 26.
Article in English | MEDLINE | ID: mdl-35523183

ABSTRACT

Tumor evolution is driven by the progressive acquisition of genetic and epigenetic alterations that enable uncontrolled growth and expansion to neighboring and distal tissues. The study of phylogenetic relationships between cancer cells provides key insights into these processes. Here, we introduced an evolving lineage-tracing system with a single-cell RNA-seq readout into a mouse model of Kras;Trp53(KP)-driven lung adenocarcinoma and tracked tumor evolution from single-transformed cells to metastatic tumors at unprecedented resolution. We found that the loss of the initial, stable alveolar-type2-like state was accompanied by a transient increase in plasticity. This was followed by the adoption of distinct transcriptional programs that enable rapid expansion and, ultimately, clonal sweep of stable subclones capable of metastasizing. Finally, tumors develop through stereotypical evolutionary trajectories, and perturbing additional tumor suppressors accelerates progression by creating novel trajectories. Our study elucidates the hierarchical nature of tumor evolution and, more broadly, enables in-depth studies of tumor progression.


Subject(s)
Neoplasms , Animals , Genes, ras , Mice , Neoplasms/genetics , Phylogeny , Exome Sequencing
8.
Cell ; 185(10): 1777-1792.e21, 2022 05 12.
Article in English | MEDLINE | ID: mdl-35512705

ABSTRACT

Spatially resolved transcriptomic technologies are promising tools to study complex biological processes such as mammalian embryogenesis. However, the imbalance between resolution, gene capture, and field of view of current methodologies precludes their systematic application to analyze relatively large and three-dimensional mid- and late-gestation embryos. Here, we combined DNA nanoball (DNB)-patterned arrays and in situ RNA capture to create spatial enhanced resolution omics-sequencing (Stereo-seq). We applied Stereo-seq to generate the mouse organogenesis spatiotemporal transcriptomic atlas (MOSTA), which maps with single-cell resolution and high sensitivity the kinetics and directionality of transcriptional variation during mouse organogenesis. We used this information to gain insight into the molecular basis of spatial cell heterogeneity and cell fate specification in developing tissues such as the dorsal midbrain. Our panoramic atlas will facilitate in-depth investigation of longstanding questions concerning normal and abnormal mammalian development.


Subject(s)
Organogenesis , Transcriptome , Animals , DNA/genetics , Embryo, Mammalian , Female , Gene Expression Profiling/methods , Mammals/genetics , Mice , Organogenesis/genetics , Pregnancy , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Transcriptome/genetics
9.
Cell ; 185(14): 2576-2590.e12, 2022 07 07.
Article in English | MEDLINE | ID: mdl-35623357

ABSTRACT

Mouse germline cysts, on average, develop into six oocytes supported by 24 nurse cells that transfer cytoplasm and organelles to generate a Balbiani body. We showed that between E14.5 and P5, cysts periodically activate some nurse cells to begin cytoplasmic transfer, which causes them to shrink and turnover within 2 days. Nurse cells die by a programmed cell death (PCD) pathway involving acidification, similar to Drosophila nurse cells, and only infrequently by apoptosis. Prior to initiating transfer, nurse cells co-cluster by scRNA-seq with their pro-oocyte sisters, but during their final 2 days, they cluster separately. The genes promoting oocyte development and nurse cell PCD are upregulated, whereas the genes that repress transfer, such as Tex14, and oocyte factors, such as Nobox and Lhx8, are under-expressed. The transferred nurse cell centrosomes build a cytocentrum that establishes a large microtubule aster in the primordial oocyte that organizes the Balbiani body, defining the earliest oocyte polarity.


Subject(s)
Cell Lineage , Cysts , Oocytes , Animals , Apoptosis , Cell Enlargement , Cysts/genetics , Cysts/metabolism , Cytoplasm/metabolism , Drosophila melanogaster , Female , Gene Expression Regulation, Developmental , Mice , Oocytes/cytology , Oocytes/metabolism , Ovary/cytology , Ovary/embryology , Ovary/metabolism
10.
Cell ; 185(16): 3008-3024.e16, 2022 08 04.
Article in English | MEDLINE | ID: mdl-35870449

ABSTRACT

Here, we report inducible mosaic animal for perturbation (iMAP), a transgenic platform enabling in situ CRISPR targeting of at least 100 genes in parallel throughout the mouse body. iMAP combines Cre-loxP and CRISPR-Cas9 technologies and utilizes a germline-transmitted transgene carrying a large array of individually floxed, tandemly linked gRNA-coding units. Cre-mediated recombination triggers expression of all the gRNAs in the array but only one of them per cell, converting the mice to mosaic organisms suitable for phenotypic characterization and also for high-throughput derivation of conventional single-gene perturbation lines via breeding. Using gRNA representation as a readout, we mapped a miniature Perturb-Atlas cataloging the perturbations of 90 genes across 39 tissues, which yields rich insights into context-dependent gene functions and provides a glimpse of the potential of iMAP in genome decoding.


Subject(s)
CRISPR-Cas Systems , RNA, Guide, Kinetoplastida , Animals , CRISPR-Cas Systems/genetics , Gene Editing , Genome , Mice , RNA, Guide, Kinetoplastida/genetics , RNA, Guide, Kinetoplastida/metabolism , Transgenes
11.
Cell ; 185(6): 1082-1100.e24, 2022 03 17.
Article in English | MEDLINE | ID: mdl-35216674

ABSTRACT

We assembled a semi-automated reconstruction of L2/3 mouse primary visual cortex from ∼250 × 140 × 90 µm3 of electron microscopic images, including pyramidal and non-pyramidal neurons, astrocytes, microglia, oligodendrocytes and precursors, pericytes, vasculature, nuclei, mitochondria, and synapses. Visual responses of a subset of pyramidal cells are included. The data are publicly available, along with tools for programmatic and three-dimensional interactive access. Brief vignettes illustrate the breadth of potential applications relating structure to function in cortical circuits and neuronal cell biology. Mitochondria and synapse organization are characterized as a function of path length from the soma. Pyramidal connectivity motif frequencies are predicted accurately using a configuration model of random graphs. Pyramidal cells receiving more connections from nearby cells exhibit stronger and more reliable visual responses. Sample code shows data access and analysis.


Subject(s)
Neocortex , Animals , Mice , Microscopy, Electron , Neocortex/physiology , Organelles , Pyramidal Cells/physiology , Synapses/physiology
12.
Cell ; 185(17): 3169-3185.e20, 2022 08 18.
Article in English | MEDLINE | ID: mdl-35908548

ABSTRACT

Mice deficient for all ten-eleven translocation (TET) genes exhibit early gastrulation lethality. However, separating cause and effect in such embryonic failure is challenging. To isolate cell-autonomous effects of TET loss, we used temporal single-cell atlases from embryos with partial or complete mutant contributions. Strikingly, when developing within a wild-type embryo, Tet-mutant cells retain near-complete differentiation potential, whereas embryos solely comprising mutant cells are defective in epiblast to ectoderm transition with degenerated mesoderm potential. We map de-repressions of early epiblast factors (e.g., Dppa4 and Gdf3) and failure to activate multiple signaling from nascent mesoderm (Lefty, FGF, and Notch) as likely cell-intrinsic drivers of TET loss phenotypes. We further suggest loss of enhancer demethylation as the underlying mechanism. Collectively, our work demonstrates an unbiased approach for defining intrinsic and extrinsic embryonic gene function based on temporal differentiation atlases and disentangles the intracellular effects of the demethylation machinery from its broader tissue-level ramifications.


Subject(s)
Gastrulation , Mesoderm , Animals , Cell Differentiation/genetics , Embryo, Mammalian/metabolism , Gastrulation/genetics , Gene Expression Regulation, Developmental , Mice , Nuclear Proteins/metabolism , Signal Transduction
13.
Cell ; 185(13): 2248-2264.e21, 2022 06 23.
Article in English | MEDLINE | ID: mdl-35617958

ABSTRACT

Hematopoietic stem/progenitor cell gene therapy (HSPC-GT) is proving successful to treat several genetic diseases. HSPCs are mobilized, harvested, genetically corrected ex vivo, and infused, after the administration of toxic myeloablative conditioning to deplete the bone marrow (BM) for the modified cells. We show that mobilizers create an opportunity for seamless engraftment of exogenous cells, which effectively outcompete those mobilized, to repopulate the depleted BM. The competitive advantage results from the rescue during ex vivo culture of a detrimental impact of mobilization on HSPCs and can be further enhanced by the transient overexpression of engraftment effectors exploiting optimized mRNA-based delivery. We show the therapeutic efficacy in a mouse model of hyper IgM syndrome and further developed it in human hematochimeric mice, showing its applicability and versatility when coupled with gene transfer and editing strategies. Overall, our findings provide a potentially valuable strategy paving the way to broader and safer use of HSPC-GT.


Subject(s)
Gene Editing , Hematopoietic Stem Cell Transplantation , Animals , Genetic Therapy/methods , Hematopoietic Stem Cell Transplantation/methods , Hematopoietic Stem Cells , Humans , Mice
14.
Cell ; 184(22): 5541-5558.e22, 2021 10 28.
Article in English | MEDLINE | ID: mdl-34644528

ABSTRACT

Retrotransposons mediate gene regulation in important developmental and pathological processes. Here, we characterized the transient retrotransposon induction during preimplantation development of eight mammals. Induced retrotransposons exhibit similar preimplantation profiles across species, conferring gene regulatory activities, particularly through long terminal repeat (LTR) retrotransposon promoters. A mouse-specific MT2B2 retrotransposon promoter generates an N-terminally truncated Cdk2ap1ΔN that peaks in preimplantation embryos and promotes proliferation. In contrast, the canonical Cdk2ap1 peaks in mid-gestation and represses cell proliferation. This MT2B2 promoter, whose deletion abolishes Cdk2ap1ΔN production, reduces cell proliferation and impairs embryo implantation, is developmentally essential. Intriguingly, Cdk2ap1ΔN is evolutionarily conserved in sequence and function yet is driven by different promoters across mammals. The distinct preimplantation Cdk2ap1ΔN expression in each mammalian species correlates with the duration of its preimplantation development. Hence, species-specific transposon promoters can yield evolutionarily conserved, alternative protein isoforms, bestowing them with new functions and species-specific expression to govern essential biological divergence.


Subject(s)
Conserved Sequence , Embryonic Development/genetics , Protein Kinases/metabolism , Retroelements/genetics , Tumor Suppressor Proteins/metabolism , Animals , Base Sequence , Blastocyst/metabolism , Cell Proliferation , Evolution, Molecular , Female , Gene Expression Regulation, Developmental , Human Embryonic Stem Cells/metabolism , Humans , Mammals/genetics , Mice, Inbred C57BL , Mice, Knockout , Models, Biological , Promoter Regions, Genetic , Protein Isoforms/metabolism
15.
Cell ; 184(11): 2825-2842.e22, 2021 05 27.
Article in English | MEDLINE | ID: mdl-33932341

ABSTRACT

Mouse embryonic development is a canonical model system for studying mammalian cell fate acquisition. Recently, single-cell atlases comprehensively charted embryonic transcriptional landscapes, yet inference of the coordinated dynamics of cells over such atlases remains challenging. Here, we introduce a temporal model for mouse gastrulation, consisting of data from 153 individually sampled embryos spanning 36 h of molecular diversification. Using algorithms and precise timing, we infer differentiation flows and lineage specification dynamics over the embryonic transcriptional manifold. Rapid transcriptional bifurcations characterize the commitment of early specialized node and blood cells. However, for most lineages, we observe combinatorial multi-furcation dynamics rather than hierarchical transcriptional transitions. In the mesoderm, dozens of transcription factors combinatorially regulate multifurcations, as we exemplify using time-matched chimeric embryos of Foxc1/Foxc2 mutants. Our study rejects the notion of differentiation being governed by a series of binary choices, providing an alternative quantitative model for cell fate acquisition.


Subject(s)
Embryonic Development/physiology , Gastrulation/physiology , Animals , Cell Differentiation , Cell Lineage , Embryo, Mammalian/cytology , Embryonic Development/genetics , Female , Gene Expression , Mice/embryology , Mice, Inbred C57BL , Mouse Embryonic Stem Cells , Pregnancy , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods
16.
Cell ; 184(7): 1804-1820.e16, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33691139

ABSTRACT

SARS-CoV-2 has caused the global COVID-19 pandemic. Although passively delivered neutralizing antibodies against SARS-CoV-2 show promise in clinical trials, their mechanism of action in vivo is incompletely understood. Here, we define correlates of protection of neutralizing human monoclonal antibodies (mAbs) in SARS-CoV-2-infected animals. Whereas Fc effector functions are dispensable when representative neutralizing mAbs are administered as prophylaxis, they are required for optimal protection as therapy. When given after infection, intact mAbs reduce SARS-CoV-2 burden and lung disease in mice and hamsters better than loss-of-function Fc variant mAbs. Fc engagement of neutralizing antibodies mitigates inflammation and improves respiratory mechanics, and transcriptional profiling suggests these phenotypes are associated with diminished innate immune signaling and preserved tissue repair. Immune cell depletions establish that neutralizing mAbs require monocytes and CD8+ T cells for optimal clinical and virological benefit. Thus, potently neutralizing mAbs utilize Fc effector functions during therapy to mitigate lung infection and disease.


Subject(s)
Antibodies, Monoclonal , Antibodies, Neutralizing , Antibodies, Viral , CD8-Positive T-Lymphocytes , COVID-19 , Immunoglobulin Fc Fragments/immunology , Animals , Antibodies, Monoclonal/immunology , Antibodies, Monoclonal/therapeutic use , Antibodies, Neutralizing/immunology , Antibodies, Neutralizing/therapeutic use , Antibodies, Viral/immunology , Antibodies, Viral/therapeutic use , CD8-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/immunology , CHO Cells , COVID-19/immunology , COVID-19/therapy , Chlorocebus aethiops , Cricetulus , Disease Models, Animal , Female , Humans , Male , Mice , Mice, Inbred C57BL , SARS-CoV-2/immunology , Vero Cells , Viral Load
17.
Cell ; 182(3): 734-743.e5, 2020 08 06.
Article in English | MEDLINE | ID: mdl-32643603

ABSTRACT

COVID-19, caused by SARS-CoV-2, is a virulent pneumonia, with >4,000,000 confirmed cases worldwide and >290,000 deaths as of May 15, 2020. It is critical that vaccines and therapeutics be developed very rapidly. Mice, the ideal animal for assessing such interventions, are resistant to SARS-CoV-2. Here, we overcome this difficulty by exogenous delivery of human ACE2 with a replication-deficient adenovirus (Ad5-hACE2). Ad5-hACE2-sensitized mice developed pneumonia characterized by weight loss, severe pulmonary pathology, and high-titer virus replication in lungs. Type I interferon, T cells, and, most importantly, signal transducer and activator of transcription 1 (STAT1) are critical for virus clearance and disease resolution in these mice. Ad5-hACE2-transduced mice enabled rapid assessments of a vaccine candidate, of human convalescent plasma, and of two antiviral therapies (poly I:C and remdesivir). In summary, we describe a murine model of broad and immediate utility to investigate COVID-19 pathogenesis and to evaluate new therapies and vaccines.


Subject(s)
Betacoronavirus/immunology , Coronavirus Infections/pathology , Coronavirus Infections/prevention & control , Disease Models, Animal , Pandemics/prevention & control , Pneumonia, Viral/pathology , Pneumonia, Viral/prevention & control , Vaccination , Angiotensin-Converting Enzyme 2 , Animals , COVID-19 , Chlorocebus aethiops , Coronavirus Infections/virology , Drug Evaluation, Preclinical/methods , Female , Humans , Interferon-gamma/genetics , Interferon-gamma/metabolism , Lung/pathology , Lung/virology , Male , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Knockout , Peptidyl-Dipeptidase A/genetics , Peptidyl-Dipeptidase A/metabolism , Pneumonia, Viral/virology , Receptor, Interferon alpha-beta/genetics , Receptor, Interferon alpha-beta/metabolism , SARS-CoV-2 , STAT1 Transcription Factor/genetics , STAT1 Transcription Factor/metabolism , Specific Pathogen-Free Organisms , Transduction, Genetic , Vero Cells , Viral Load , Virus Replication
18.
Cell ; 182(1): 50-58.e8, 2020 07 09.
Article in English | MEDLINE | ID: mdl-32516571

ABSTRACT

COVID-19 has spread worldwide since 2019 and is now a severe threat to public health. We previously identified the causative agent as a novel SARS-related coronavirus (SARS-CoV-2) that uses human angiotensin-converting enzyme 2 (hACE2) as the entry receptor. Here, we successfully developed a SARS-CoV-2 hACE2 transgenic mouse (HFH4-hACE2 in C3B6 mice) infection model. The infected mice generated typical interstitial pneumonia and pathology that were similar to those of COVID-19 patients. Viral quantification revealed the lungs as the major site of infection, although viral RNA could also be found in the eye, heart, and brain in some mice. Virus identical to SARS-CoV-2 in full-genome sequences was isolated from the infected lung and brain tissues. Last, we showed that pre-exposure to SARS-CoV-2 could protect mice from severe pneumonia. Our results show that the hACE2 mouse would be a valuable tool for testing potential vaccines and therapeutics.


Subject(s)
Betacoronavirus/physiology , Coronavirus Infections/pathology , Disease Models, Animal , Mice, Transgenic , Pneumonia, Viral/pathology , Angiotensin-Converting Enzyme 2 , Animals , COVID-19 , Female , Humans , Lung Diseases, Interstitial/pathology , Lung Diseases, Interstitial/virology , Male , Mice , Mice, Inbred C3H , Mice, Inbred C57BL , Mice, Transgenic/genetics , Pandemics , Peptidyl-Dipeptidase A/genetics , SARS-CoV-2 , Viral Tropism , Weight Loss
19.
Cell ; 182(4): 992-1008.e21, 2020 08 20.
Article in English | MEDLINE | ID: mdl-32710817

ABSTRACT

Cellular heterogeneity confounds in situ assays of transcription factor (TF) binding. Single-cell RNA sequencing (scRNA-seq) deconvolves cell types from gene expression, but no technology links cell identity to TF binding sites (TFBS) in those cell types. We present self-reporting transposons (SRTs) and use them in single-cell calling cards (scCC), a novel assay for simultaneously measuring gene expression and mapping TFBS in single cells. The genomic locations of SRTs are recovered from mRNA, and SRTs deposited by exogenous, TF-transposase fusions can be used to map TFBS. We then present scCC, which map SRTs from scRNA-seq libraries, simultaneously identifying cell types and TFBS in those same cells. We benchmark multiple TFs with this technique. Next, we use scCC to discover BRD4-mediated cell-state transitions in K562 cells. Finally, we map BRD4 binding sites in the mouse cortex at single-cell resolution, establishing a new method for studying TF biology in situ.


Subject(s)
DNA Transposable Elements/genetics , Single-Cell Analysis/methods , Transcription Factors/metabolism , Animals , Binding Sites , Cell Cycle Proteins/metabolism , Cell Line, Tumor , Cerebral Cortex/metabolism , Chromatin Immunoprecipitation , Gene Expression , Hepatocyte Nuclear Factor 3-beta/genetics , Hepatocyte Nuclear Factor 3-beta/metabolism , Humans , Mice , Protein Binding , Sequence Analysis, RNA , Sp1 Transcription Factor/genetics , Sp1 Transcription Factor/metabolism , Transcription Factors/genetics
20.
Cell ; 180(4): 764-779.e20, 2020 02 20.
Article in English | MEDLINE | ID: mdl-32059779

ABSTRACT

The heterogeneity of endothelial cells (ECs) across tissues remains incompletely inventoried. We constructed an atlas of >32,000 single-EC transcriptomes from 11 mouse tissues and identified 78 EC subclusters, including Aqp7+ intestinal capillaries and angiogenic ECs in healthy tissues. ECs from brain/testis, liver/spleen, small intestine/colon, and skeletal muscle/heart pairwise expressed partially overlapping marker genes. Arterial, venous, and lymphatic ECs shared more markers in more tissues than did heterogeneous capillary ECs. ECs from different vascular beds (arteries, capillaries, veins, lymphatics) exhibited transcriptome similarity across tissues, but the tissue (rather than the vessel) type contributed to the EC heterogeneity. Metabolic transcriptome analysis revealed a similar tissue-grouping phenomenon of ECs and heterogeneous metabolic gene signatures in ECs between tissues and between vascular beds within a single tissue in a tissue-type-dependent pattern. The EC atlas taxonomy enabled identification of EC subclusters in public scRNA-seq datasets and provides a powerful discovery tool and resource value.


Subject(s)
Endothelial Cells/metabolism , Single-Cell Analysis , Transcriptome , Animals , Brain/cytology , Cardiovascular System/cytology , Endothelial Cells/classification , Endothelial Cells/cytology , Gastrointestinal Tract/cytology , Male , Mice , Mice, Inbred C57BL , Muscles/cytology , Organ Specificity , RNA-Seq , Testis/cytology
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