ABSTRACT
Since establishment of the first embryonic stem cells (ESCs), in vitro culture of totipotent cells functionally and molecularly comparable with in vivo blastomeres with embryonic and extraembryonic developmental potential has been a challenge. Here we report that spliceosomal repression in mouse ESCs drives a pluripotent-to-totipotent state transition. Using the splicing inhibitor pladienolide B, we achieve stable in vitro culture of totipotent ESCs comparable at molecular levels with 2- and 4-cell blastomeres, which we call totipotent blastomere-like cells (TBLCs). Mouse chimeric assays combined with single-cell RNA sequencing (scRNA-seq) demonstrate that TBLCs have a robust bidirectional developmental capability to generate multiple embryonic and extraembryonic cell lineages. Mechanically, spliceosomal repression causes widespread splicing inhibition of pluripotent genes, whereas totipotent genes, which contain few short introns, are efficiently spliced and transcriptionally activated. Our study provides a means for capturing and maintaining totipotent stem cells.
Subject(s)
Totipotent Stem Cells/cytology , Totipotent Stem Cells/metabolism , Animals , Blastomeres/cytology , Cell Differentiation/genetics , Cell Line , Cell Lineage/genetics , Embryo, Mammalian/cytology , Embryonic Stem Cells/cytology , Female , Male , Mice , Mice, Inbred C57BL , Mice, Inbred ICR , Mouse Embryonic Stem Cells/cytology , Totipotent Stem Cells/physiologyABSTRACT
The human brain has undergone rapid expansion since humans diverged from other great apes, but the mechanism of this human-specific enlargement is still unknown. Here, we use cerebral organoids derived from human, gorilla, and chimpanzee cells to study developmental mechanisms driving evolutionary brain expansion. We find that neuroepithelial differentiation is a protracted process in apes, involving a previously unrecognized transition state characterized by a change in cell shape. Furthermore, we show that human organoids are larger due to a delay in this transition, associated with differences in interkinetic nuclear migration and cell cycle length. Comparative RNA sequencing (RNA-seq) reveals differences in expression dynamics of cell morphogenesis factors, including ZEB2, a known epithelial-mesenchymal transition regulator. We show that ZEB2 promotes neuroepithelial transition, and its manipulation and downstream signaling leads to acquisition of nonhuman ape architecture in the human context and vice versa, establishing an important role for neuroepithelial cell shape in human brain expansion.
Subject(s)
Biological Evolution , Brain/cytology , Cell Shape/physiology , Animals , Brain/metabolism , Cell Differentiation , Cell Line , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Epithelial-Mesenchymal Transition/genetics , Gene Expression , Gorilla gorilla , Humans , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Neurogenesis , Neurons/cytology , Neurons/metabolism , Organoids/cytology , Organoids/metabolism , Pan troglodytes , Zinc Finger E-box Binding Homeobox 2/genetics , Zinc Finger E-box Binding Homeobox 2/metabolismABSTRACT
New neurons arise from quiescent adult neural progenitors throughout life in specific regions of the mammalian brain. Little is known about the embryonic origin and establishment of adult neural progenitors. Here, we show that Hopx+ precursors in the mouse dentate neuroepithelium at embryonic day 11.5 give rise to proliferative Hopx+ neural progenitors in the primitive dentate region, and they, in turn, generate granule neurons, but not other neurons, throughout development and then transition into Hopx+ quiescent radial glial-like neural progenitors during an early postnatal period. RNA-seq and ATAC-seq analyses of Hopx+ embryonic, early postnatal, and adult dentate neural progenitors further reveal common molecular and epigenetic signatures and developmental dynamics. Together, our findings support a "continuous" model wherein a common neural progenitor population exclusively contributes to dentate neurogenesis throughout development and adulthood. Adult dentate neurogenesis may therefore represent a lifelong extension of development that maintains heightened plasticity in the mammalian hippocampus.
Subject(s)
Embryonic Stem Cells/metabolism , Neurogenesis , Animals , Cell Differentiation , Dentate Gyrus/metabolism , Embryo, Mammalian/metabolism , Embryonic Stem Cells/cytology , Female , Gene Expression Regulation, Developmental , Hippocampus/metabolism , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Neural Stem Cells/cytology , Neural Stem Cells/metabolismABSTRACT
CCCTC-binding factor (CTCF) and cohesin are key players in three-dimensional chromatin organization. The topologically associating domains (TADs) demarcated by CTCF are remarkably well conserved between species, although genome-wide CTCF binding has diverged substantially following transposon-mediated motif expansions. Therefore, the CTCF consensus motif poorly predicts TADs, and additional factors must modulate CTCF binding and subsequent TAD formation. Here, we demonstrate that the ChAHP complex (CHD4, ADNP, HP1) competes with CTCF for a common set of binding motifs. In Adnp knockout cells, novel insulated regions are formed at sites normally bound by ChAHP, whereas proximal canonical boundaries are weakened. These data reveal that CTCF-mediated loop formation is modulated by a distinct zinc-finger protein complex. Strikingly, ChAHP-bound loci are mainly situated within less diverged SINE B2 transposable elements. This implicates ChAHP in maintenance of evolutionarily conserved spatial chromatin organization by buffering novel CTCF binding sites that emerged through SINE expansions.
Subject(s)
CCCTC-Binding Factor/metabolism , Chromatin/metabolism , Chromosomal Proteins, Non-Histone/metabolism , DNA Helicases/metabolism , Embryonic Stem Cells/metabolism , Homeodomain Proteins/metabolism , Nerve Tissue Proteins/metabolism , Retroelements , Animals , Binding Sites , Cell Line , Chromobox Protein Homolog 5 , Embryonic Stem Cells/cytology , Mice , Protein Binding , Protein DomainsABSTRACT
Understanding human embryology has historically relied on comparative approaches using mammalian model organisms. With the advent of low-input methods to investigate genetic and epigenetic mechanisms and efficient techniques to assess gene function, we can now study the human embryo directly. These advances have transformed the investigation of early embryogenesis in nonrodent species, thereby providing a broader understanding of conserved and divergent mechanisms. Here, we present an overview of the major events in human preimplantation development and place them in the context of mammalian evolution by comparing these events in other eutherian and metatherian species. We describe the advances of studies on postimplantation development and discuss stem cell models that mimic postimplantation embryos. A comparative perspective highlights the importance of analyzing different organisms with molecular characterization and functional studies to reveal the principles of early development. This growing field has a fundamental impact in regenerative medicine and raises important ethical considerations.
Subject(s)
Embryonic Development , Animals , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Humans , Models, Biological , Phylogeny , Zygote/metabolismABSTRACT
Cell fate transitions involve rapid gene expression changes and global chromatin remodeling, yet the underlying regulatory pathways remain incompletely understood. Here, we identified the RNA-processing factor Nudt21 as a novel regulator of cell fate change using transcription-factor-induced reprogramming as a screening assay. Suppression of Nudt21 enhanced the generation of induced pluripotent stem cells, facilitated transdifferentiation into trophoblast stem cells, and impaired differentiation of myeloid precursors and embryonic stem cells, suggesting a broader role for Nudt21 in cell fate change. We show that Nudt21 directs differential polyadenylation of over 1,500 transcripts in cells acquiring pluripotency, although only a fraction changed protein levels. Remarkably, these proteins were strongly enriched for chromatin regulators, and their suppression neutralized the effect of Nudt21 during reprogramming. Collectively, our data uncover Nudt21 as a novel post-transcriptional regulator of cell fate and establish a direct, previously unappreciated link between alternative polyadenylation and chromatin signaling.
Subject(s)
Cellular Reprogramming , Chromatin Assembly and Disassembly , Cleavage And Polyadenylation Specificity Factor/metabolism , Polyadenylation , Signal Transduction , Animals , Cells, Cultured , Chromatin/genetics , Chromatin/metabolism , Cleavage And Polyadenylation Specificity Factor/genetics , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , HEK293 Cells , Humans , MiceABSTRACT
Human apolipoprotein E (ApoE) apolipoprotein is primarily expressed in three isoforms (ApoE2, ApoE3, and ApoE4) that differ only by two residues. ApoE4 constitutes the most important genetic risk factor for Alzheimer's disease (AD), ApoE3 is neutral, and ApoE2 is protective. How ApoE isoforms influence AD pathogenesis, however, remains unclear. Using ES-cell-derived human neurons, we show that ApoE secreted by glia stimulates neuronal Aß production with an ApoE4 > ApoE3 > ApoE2 potency rank order. We demonstrate that ApoE binding to ApoE receptors activates dual leucine-zipper kinase (DLK), a MAP-kinase kinase kinase that then activates MKK7 and ERK1/2 MAP kinases. Activated ERK1/2 induces cFos phosphorylation, stimulating the transcription factor AP-1, which in turn enhances transcription of amyloid-ß precursor protein (APP) and thereby increases amyloid-ß levels. This molecular mechanism also regulates APP transcription in mice in vivo. Our data describe a novel signal transduction pathway in neurons whereby ApoE activates a non-canonical MAP kinase cascade that enhances APP transcription and amyloid-ß synthesis.
Subject(s)
Amyloid beta-Protein Precursor/genetics , Apolipoproteins E/metabolism , MAP Kinase Signaling System , Alzheimer Disease/metabolism , Animals , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Fibroblasts/metabolism , Humans , Mice , Neurons/metabolism , Protein Isoforms/metabolismABSTRACT
The transcription factor Oct4/Pou5f1 is a component of the regulatory circuitry governing pluripotency and is widely used to induce pluripotency from somatic cells. Here we used domain swapping and mutagenesis to study Oct4's reprogramming ability, identifying a redox-sensitive DNA binding domain, cysteine residue (Cys48), as a key determinant of reprogramming and differentiation. Oct4 Cys48 sensitizes the protein to oxidative inhibition of DNA binding activity and promotes oxidation-mediated protein ubiquitylation. Pou5f1 C48S point mutation has little effect on undifferentiated embryonic stem cells (ESCs) but upon retinoic acid (RA) treatment causes retention of Oct4 expression, deregulated gene expression, and aberrant differentiation. Pou5f1 C48S ESCs also form less differentiated teratomas and contribute poorly to adult somatic tissues. Finally, we describe Pou5f1 C48S (Janky) mice, which in the homozygous condition are severely developmentally restricted after E4.5. Rare animals bypassing this restriction appear normal at birth but are sterile. Collectively, these findings uncover a novel Oct4 redox mechanism involved in both entry into and exit from pluripotency.
Subject(s)
Cell Differentiation , Cellular Reprogramming , Octamer Transcription Factor-3 , Oxidation-Reduction , Octamer Transcription Factor-3/metabolism , Octamer Transcription Factor-3/genetics , Animals , Mice , Cell Differentiation/genetics , Cellular Reprogramming/genetics , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Tretinoin/pharmacology , Tretinoin/metabolism , Gene Expression Regulation, Developmental/genetics , HumansABSTRACT
Mouse embryonic stem cells (mESCs) are capable of unlimited proliferation without losing pluripotency. Scognamiglio et al. now reveal that Myc depletion shifts mESCs into a dormant state reminiscent of embryonic diapause in which pluripotency remains fully preserved, thus decoupling pluripotency from proliferative programs.
Subject(s)
Embryonic Stem Cells/cytology , Genes, myc , Proto-Oncogene Proteins c-myc/genetics , Animals , Female , MaleABSTRACT
Mammalian interspecific hybrids provide unique advantages for mechanistic studies of speciation, gene expression regulation, and X chromosome inactivation (XCI) but are constrained by their limited natural resources. Previous artificially generated mammalian interspecific hybrid cells are usually tetraploids with unstable genomes and limited developmental abilities. Here, we report the generation of mouse-rat allodiploid embryonic stem cells (AdESCs) by fusing haploid ESCs of the two species. The AdESCs have a stable allodiploid genome and are capable of differentiating into all three germ layers and early-stage germ cells. Both the mouse and rat alleles have comparable contributions to the expression of most genes. We have proven AdESCs as a powerful tool to study the mechanisms regulating X chromosome inactivation and to identify X inactivation-escaping genes, as well as to efficiently identify genes regulating phenotypic differences between species. A similar method could be used to create hybrid AdESCs of other distantly related species.
Subject(s)
Cell Fusion/methods , Chimera/genetics , Embryonic Stem Cells/cytology , Hybrid Cells , Mice , Rats , Animals , Cell Differentiation , Embryoid Bodies , Embryonic Stem Cells/metabolism , Female , Haploidy , Male , Mice, Inbred Strains , Rats, Inbred F344 , Species Specificity , X Chromosome InactivationABSTRACT
Under defined differentiation conditions, human embryonic stem cells (hESCs) can be directed toward a mesendoderm (ME) or neuroectoderm (NE) fate, the first decision during hESC differentiation. Coupled with lineage-specific G1 lengthening, a divergent ciliation pattern emerged within the first 24 hr of induced lineage specification, and these changes heralded a neuroectoderm decision before any neural precursor markers were expressed. By day 2, increased ciliation in NE precursors induced autophagy that resulted in the inactivation of Nrf2 and thereby relieved transcriptional activation of OCT4 and NANOG. Nrf2 binds directly to upstream regions of these pluripotency genes to promote their expression and repress NE derivation. Nrf2 suppression was sufficient to rescue poorly neurogenic iPSC lines. Only after these events had been initiated did neural precursor markers get expressed at day 4. Thus, we have identified a primary cilium-autophagy-Nrf2 (PAN) control axis coupled to cell-cycle progression that directs hESCs toward NE.
Subject(s)
Autophagy , Cilia/metabolism , Embryonic Stem Cells/cytology , NF-E2-Related Factor 2/metabolism , Cell Cycle , Homeodomain Proteins/genetics , Humans , Nanog Homeobox Protein , Neural Plate/metabolism , Octamer Transcription Factor-3/genetics , Pluripotent Stem Cells/metabolismABSTRACT
Mouse embryonic stem cells (ESCs) are maintained in a naive ground state of pluripotency in the presence of MEK and GSK3 inhibitors. Here, we show that ground-state ESCs express low Myc levels. Deletion of both c-myc and N-myc (dKO) or pharmacological inhibition of Myc activity strongly decreases transcription, splicing, and protein synthesis, leading to proliferation arrest. This process is reversible and occurs without affecting pluripotency, suggesting that Myc-depleted stem cells enter a state of dormancy similar to embryonic diapause. Indeed, c-Myc is depleted in diapaused blastocysts, and the differential expression signatures of dKO ESCs and diapaused epiblasts are remarkably similar. Following Myc inhibition, pre-implantation blastocysts enter biosynthetic dormancy but can progress through their normal developmental program after transfer into pseudo-pregnant recipients. Our study shows that Myc controls the biosynthetic machinery of stem cells without affecting their potency, thus regulating their entry and exit from the dormant state.
Subject(s)
Embryonic Stem Cells/cytology , Genes, myc , Proto-Oncogene Proteins c-myc/genetics , Animals , Blastocyst/metabolism , Cell Proliferation , Embryo, Mammalian/cytology , Embryo, Mammalian/metabolism , Embryonic Stem Cells/metabolism , Female , Gene Knockout Techniques , Male , Mice , Mice, Inbred C57BLABSTRACT
Nutrition presents unanswered scientific questions of high public health importance. We envision model systems composed of interacting gastrointestinal and metabolic tissues derived from human embryonic stem cells, populated by gut microbiota. The culture will be embedded in 3D scaffolds, creating a controlled experimental system that enables tissue sampling and imaging.
Subject(s)
Embryonic Stem Cells/cytology , Gastrointestinal Tract/physiology , Models, Biological , Animals , Diet , Gastrointestinal Tract/microbiology , Humans , Models, Animal , Nutritional Physiological PhenomenaABSTRACT
It has long been the dream of biologists to map gene expression at the single-cell level. With such data one might track heterogeneous cell sub-populations, and infer regulatory relationships between genes and pathways. Recently, RNA sequencing has achieved single-cell resolution. What is limiting is an effective way to routinely isolate and process large numbers of individual cells for quantitative in-depth sequencing. We have developed a high-throughput droplet-microfluidic approach for barcoding the RNA from thousands of individual cells for subsequent analysis by next-generation sequencing. The method shows a surprisingly low noise profile and is readily adaptable to other sequencing-based assays. We analyzed mouse embryonic stem cells, revealing in detail the population structure and the heterogeneous onset of differentiation after leukemia inhibitory factor (LIF) withdrawal. The reproducibility of these high-throughput single-cell data allowed us to deconstruct cell populations and infer gene expression relationships. VIDEO ABSTRACT.
Subject(s)
Embryonic Stem Cells/cytology , Gene Expression Profiling/methods , Microfluidic Analytical Techniques , Single-Cell Analysis/methods , Animals , Embryonic Stem Cells/metabolism , High-Throughput Nucleotide Sequencing , Mice , Sequence Analysis, RNA/methodsABSTRACT
During differentiation, human embryonic stem cells (hESCs) shut down the regulatory network conferring pluripotency in a process we designated pluripotent state dissolution (PSD). In a high-throughput RNAi screen using an inclusive set of differentiation conditions, we identify centrally important and context-dependent processes regulating PSD in hESCs, including histone acetylation, chromatin remodeling, RNA splicing, and signaling pathways. Strikingly, we detected a strong and specific enrichment of cell-cycle genes involved in DNA replication and G2 phase progression. Genetic and chemical perturbation studies demonstrate that the S and G2 phases attenuate PSD because they possess an intrinsic propensity toward the pluripotent state that is independent of G1 phase. Our data therefore functionally establish that pluripotency control is hardwired to the cell-cycle machinery, where S and G2 phase-specific pathways deterministically restrict PSD, whereas the absence of such pathways in G1 phase potentially permits the initiation of differentiation.
Subject(s)
Cell Cycle , Embryonic Stem Cells/cytology , Gene Regulatory Networks , Ataxia Telangiectasia Mutated Proteins/metabolism , Cell Differentiation , Cyclin B2/metabolism , Embryonic Stem Cells/metabolism , Epigenesis, Genetic , Humans , Pluripotent Stem Cells/cytology , Pluripotent Stem Cells/metabolism , Tumor Suppressor Protein p53/metabolismABSTRACT
Current human pluripotent stem cells lack the transcription factor circuitry that governs the ground state of mouse embryonic stem cells (ESC). Here, we report that short-term expression of two components, NANOG and KLF2, is sufficient to ignite other elements of the network and reset the human pluripotent state. Inhibition of ERK and protein kinase C sustains a transgene-independent rewired state. Reset cells self-renew continuously without ERK signaling, are phenotypically stable, and are karyotypically intact. They differentiate in vitro and form teratomas in vivo. Metabolism is reprogrammed with activation of mitochondrial respiration as in ESC. DNA methylation is dramatically reduced and transcriptome state is globally realigned across multiple cell lines. Depletion of ground-state transcription factors, TFCP2L1 or KLF4, has marginal impact on conventional human pluripotent stem cells but collapses the reset state. These findings demonstrate feasibility of installing and propagating functional control circuitry for ground-state pluripotency in human cells.
Subject(s)
Homeodomain Proteins/metabolism , Kruppel-Like Transcription Factors/metabolism , Pluripotent Stem Cells/metabolism , Animals , Cytological Techniques , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Epigenesis, Genetic , Humans , Kruppel-Like Factor 4 , Mice , Mitochondria/metabolism , Nanog Homeobox Protein , Pluripotent Stem Cells/cytology , Transcription Factors/metabolism , TranscriptomeABSTRACT
Transformation of pluripotent epiblast cells into a cup-shaped epithelium as the mouse blastocyst implants is a poorly understood and yet key developmental step. Studies of morphogenesis in embryoid bodies led to the current belief that it is programmed cell death that shapes the epiblast. However, by following embryos developing in vivo and in vitro, we demonstrate that not cell death but a previously unknown morphogenetic event transforms the amorphous epiblast into a rosette of polarized cells. This transformation requires basal membrane-stimulated integrin signaling that coordinates polarization of epiblast cells and their apical constriction, a prerequisite for lumenogenesis. We show that basal membrane function can be substituted in vitro by extracellular matrix (ECM) proteins and that ES cells can be induced to form similar polarized rosettes that initiate lumenogenesis. Together, these findings lead to a completely revised model for peri-implantation morphogenesis in which ECM triggers the self-organization of the embryo's stem cells.
Subject(s)
Blastocyst/cytology , Embryo Implantation , Embryo, Mammalian/cytology , Germ Layers/cytology , Animals , Apoptosis , Blastocyst/metabolism , Embryo, Mammalian/metabolism , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Extracellular Matrix/metabolism , Female , Integrins/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Inbred CBA , Morphogenesis , Signal TransductionABSTRACT
The pluripotent state of embryonic stem cells (ESCs) is produced by active transcription of genes that control cell identity and repression of genes encoding lineage-specifying developmental regulators. Here, we use ESC cohesin ChIA-PET data to identify the local chromosomal structures at both active and repressed genes across the genome. The results produce a map of enhancer-promoter interactions and reveal that super-enhancer-driven genes generally occur within chromosome structures that are formed by the looping of two interacting CTCF sites co-occupied by cohesin. These looped structures form insulated neighborhoods whose integrity is important for proper expression of local genes. We also find that repressed genes encoding lineage-specifying developmental regulators occur within insulated neighborhoods. These results provide insights into the relationship between transcriptional control of cell identity genes and control of local chromosome structure.
Subject(s)
Chromosomes, Mammalian/metabolism , Embryonic Stem Cells/metabolism , Animals , CCCTC-Binding Factor , Cell Cycle Proteins/metabolism , Chromatin Immunoprecipitation , Chromosomal Proteins, Non-Histone/metabolism , Embryonic Stem Cells/cytology , Genome , High-Throughput Nucleotide Sequencing , Mice , Organ Specificity , Pluripotent Stem Cells/metabolism , Repressor Proteins/metabolism , Sequence Analysis, DNA , CohesinsABSTRACT
In mice, only the zygotes and blastomeres from 2-cell embryos are authentic totipotent stem cells (TotiSCs) capable of producing all the differentiated cells in both embryonic and extraembryonic tissues and forming an entire organism1. However, it remains unknown whether and how totipotent stem cells can be established in vitro in the absence of germline cells. Here we demonstrate the induction and long-term maintenance of TotiSCs from mouse pluripotent stem cells using a combination of three small molecules: the retinoic acid analogue TTNPB, 1-azakenpaullone and the kinase blocker WS6. The resulting chemically induced totipotent stem cells (ciTotiSCs), resembled mouse totipotent 2-cell embryo cells at the transcriptome, epigenome and metabolome levels. In addition, ciTotiSCs exhibited bidirectional developmental potentials and were able to produce both embryonic and extraembryonic cells in vitro and in teratoma. Furthermore, following injection into 8-cell embryos, ciTotiSCs contributed to both embryonic and extraembryonic lineages with high efficiency. Our chemical approach to totipotent stem cell induction and maintenance provides a defined in vitro system for manipulating and developing understanding of the totipotent state and the development of multicellular organisms from non-germline cells.
Subject(s)
Totipotent Stem Cells , Animals , Mice , Blastomeres , Cell Differentiation/drug effects , Embryonic Stem Cells/cytology , Embryonic Stem Cells/drug effects , Pluripotent Stem Cells/cytology , Pluripotent Stem Cells/drug effects , Totipotent Stem Cells/cytology , Totipotent Stem Cells/drug effects , Teratoma/pathology , Cell Lineage/drug effectsABSTRACT
Methods derived from CUT&RUN and CUT&Tag enable genome-wide mapping of the localization of proteins on chromatin from as few as one cell. These and other mapping approaches focus on one protein at a time, preventing direct measurements of co-localization of different chromatin proteins in the same cells and requiring prioritization of targets where samples are limiting. Here, we describe multi-CUT&Tag, an adaptation of CUT&Tag that overcomes these hurdles by using antibody-specific barcodes to simultaneously map multiple proteins in the same cells. Highly specific multi-CUT&Tag maps of histone marks and RNA Polymerase II uncovered sites of co-localization in the same cells, active and repressed genes, and candidate cis-regulatory elements. Single-cell multi-CUT&Tag profiling facilitated identification of distinct cell types from a mixed population and characterization of cell-type-specific chromatin architecture. In sum, multi-CUT&Tag increases the information content per cell of epigenomic maps, facilitating direct analysis of the interplay of different chromatin proteins.