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1.
Cell ; 187(14): 3541-3562.e51, 2024 Jul 11.
Artigo em Inglês | MEDLINE | ID: mdl-38996487

RESUMO

Analyses of ancient DNA typically involve sequencing the surviving short oligonucleotides and aligning to genome assemblies from related, modern species. Here, we report that skin from a female woolly mammoth (†Mammuthus primigenius) that died 52,000 years ago retained its ancient genome architecture. We use PaleoHi-C to map chromatin contacts and assemble its genome, yielding 28 chromosome-length scaffolds. Chromosome territories, compartments, loops, Barr bodies, and inactive X chromosome (Xi) superdomains persist. The active and inactive genome compartments in mammoth skin more closely resemble Asian elephant skin than other elephant tissues. Our analyses uncover new biology. Differences in compartmentalization reveal genes whose transcription was potentially altered in mammoths vs. elephants. Mammoth Xi has a tetradic architecture, not bipartite like human and mouse. We hypothesize that, shortly after this mammoth's death, the sample spontaneously freeze-dried in the Siberian cold, leading to a glass transition that preserved subfossils of ancient chromosomes at nanometer scale.


Assuntos
Genoma , Mamutes , Pele , Animais , Mamutes/genética , Genoma/genética , Feminino , Elefantes/genética , Cromatina/genética , Fósseis , DNA Antigo/análise , Camundongos , Humanos , Cromossomo X/genética
2.
Cell ; 186(13): 2765-2782.e28, 2023 06 22.
Artigo em Inglês | MEDLINE | ID: mdl-37327786

RESUMO

Cancer is characterized by hypomethylation-associated silencing of large chromatin domains, whose contribution to tumorigenesis is uncertain. Through high-resolution genome-wide single-cell DNA methylation sequencing, we identify 40 core domains that are uniformly hypomethylated from the earliest detectable stages of prostate malignancy through metastatic circulating tumor cells (CTCs). Nested among these repressive domains are smaller loci with preserved methylation that escape silencing and are enriched for cell proliferation genes. Transcriptionally silenced genes within the core hypomethylated domains are enriched for immune-related genes; prominent among these is a single gene cluster harboring all five CD1 genes that present lipid antigens to NKT cells and four IFI16-related interferon-inducible genes implicated in innate immunity. The re-expression of CD1 or IFI16 murine orthologs in immuno-competent mice abrogates tumorigenesis, accompanied by the activation of anti-tumor immunity. Thus, early epigenetic changes may shape tumorigenesis, targeting co-located genes within defined chromosomal loci. Hypomethylation domains are detectable in blood specimens enriched for CTCs.


Assuntos
Metilação de DNA , Neoplasias da Próstata , Animais , Humanos , Masculino , Camundongos , Carcinogênese/genética , DNA , Epigênese Genética , Neoplasias da Próstata/genética , Células Neoplásicas Circulantes
3.
Cell ; 178(3): 521-535.e23, 2019 07 25.
Artigo em Inglês | MEDLINE | ID: mdl-31348885

RESUMO

Intracellular accumulation of misfolded proteins causes toxic proteinopathies, diseases without targeted therapies. Mucin 1 kidney disease (MKD) results from a frameshift mutation in the MUC1 gene (MUC1-fs). Here, we show that MKD is a toxic proteinopathy. Intracellular MUC1-fs accumulation activated the ATF6 unfolded protein response (UPR) branch. We identified BRD4780, a small molecule that clears MUC1-fs from patient cells, from kidneys of knockin mice and from patient kidney organoids. MUC1-fs is trapped in TMED9 cargo receptor-containing vesicles of the early secretory pathway. BRD4780 binds TMED9, releases MUC1-fs, and re-routes it for lysosomal degradation, an effect phenocopied by TMED9 deletion. Our findings reveal BRD4780 as a promising lead for the treatment of MKD and other toxic proteinopathies. Generally, we elucidate a novel mechanism for the entrapment of misfolded proteins by cargo receptors and a strategy for their release and anterograde trafficking to the lysosome.


Assuntos
Benzamidas/metabolismo , Compostos Bicíclicos com Pontes/farmacologia , Heptanos/farmacologia , Lisossomos/efeitos dos fármacos , Proteínas de Transporte Vesicular/metabolismo , Fator 6 Ativador da Transcrição/metabolismo , Animais , Benzamidas/química , Benzamidas/farmacologia , Compostos Bicíclicos com Pontes/uso terapêutico , Células Epiteliais/citologia , Células Epiteliais/metabolismo , Feminino , Mutação da Fase de Leitura , Heptanos/uso terapêutico , Humanos , Receptores de Imidazolinas/antagonistas & inibidores , Receptores de Imidazolinas/genética , Receptores de Imidazolinas/metabolismo , Células-Tronco Pluripotentes Induzidas/citologia , Células-Tronco Pluripotentes Induzidas/metabolismo , Rim/citologia , Rim/metabolismo , Rim/patologia , Nefropatias/metabolismo , Nefropatias/patologia , Lisossomos/metabolismo , Masculino , Camundongos , Camundongos Transgênicos , Mucina-1/química , Mucina-1/genética , Mucina-1/metabolismo , Interferência de RNA , RNA Interferente Pequeno/metabolismo , Resposta a Proteínas não Dobradas/efeitos dos fármacos , Proteínas de Transporte Vesicular/química
4.
Cell ; 173(3): 624-633.e8, 2018 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-29656892

RESUMO

CTLA-4 immune checkpoint blockade is clinically effective in a subset of patients with metastatic melanoma. We identify a subcluster of MAGE-A cancer-germline antigens, located within a narrow 75 kb region of chromosome Xq28, that predicts resistance uniquely to blockade of CTLA-4, but not PD-1. We validate this gene expression signature in an independent anti-CTLA-4-treated cohort and show its specificity to the CTLA-4 pathway with two independent anti-PD-1-treated cohorts. Autophagy, a process critical for optimal anti-cancer immunity, has previously been shown to be suppressed by the MAGE-TRIM28 ubiquitin ligase in vitro. We now show that the expression of the key autophagosome component LC3B and other activators of autophagy are negatively associated with MAGE-A protein levels in human melanomas, including samples from patients with resistance to CTLA-4 blockade. Our findings implicate autophagy suppression in resistance to CTLA-4 blockade in melanoma, suggesting exploitation of autophagy induction for potential therapeutic synergy with CTLA-4 inhibitors.


Assuntos
Antígeno CTLA-4/genética , Antígeno CTLA-4/imunologia , Epigênese Genética , Mutação em Linhagem Germinativa , Neoplasias/genética , Neoplasias/imunologia , Animais , Anticorpos Monoclonais/uso terapêutico , Antígenos de Neoplasias/genética , Antígenos de Neoplasias/imunologia , Autofagia , Linhagem Celular Tumoral , Metilação de DNA , Feminino , Perfilação da Expressão Gênica , Humanos , Imunoterapia , Ipilimumab/farmacologia , Masculino , Melanoma/genética , Melanoma/imunologia , Antígenos Específicos de Melanoma/genética , Antígenos Específicos de Melanoma/imunologia , Camundongos , Camundongos Transgênicos , Neoplasias Cutâneas/genética , Neoplasias Cutâneas/imunologia
5.
Cell ; 153(5): 1149-63, 2013 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-23664763

RESUMO

Differentiation of human embryonic stem cells (hESCs) provides a unique opportunity to study the regulatory mechanisms that facilitate cellular transitions in a human context. To that end, we performed comprehensive transcriptional and epigenetic profiling of populations derived through directed differentiation of hESCs representing each of the three embryonic germ layers. Integration of whole-genome bisulfite sequencing, chromatin immunoprecipitation sequencing, and RNA sequencing reveals unique events associated with specification toward each lineage. Lineage-specific dynamic alterations in DNA methylation and H3K4me1 are evident at putative distal regulatory elements that are frequently bound by pluripotency factors in the undifferentiated hESCs. In addition, we identified germ-layer-specific H3K27me3 enrichment at sites exhibiting high DNA methylation in the undifferentiated state. A better understanding of these initial specification events will facilitate identification of deficiencies in current approaches, leading to more faithful differentiation strategies as well as providing insights into the rewiring of human regulatory programs during cellular transitions.


Assuntos
Células-Tronco Embrionárias/metabolismo , Epigênese Genética , Transcrição Gênica , Acetilação , Diferenciação Celular , Cromatina/química , Cromatina/metabolismo , Metilação de DNA , Elementos Facilitadores Genéticos , Histonas/metabolismo , Humanos , Metilação
6.
PLoS Biol ; 22(6): e3002682, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38843310

RESUMO

In exploring the evolutionary trajectories of both pathogenesis and karyotype dynamics in fungi, we conducted a large-scale comparative genomic analysis spanning the Cryptococcus genus, encompassing both global human fungal pathogens and nonpathogenic species, and related species from the sister genus Kwoniella. Chromosome-level genome assemblies were generated for multiple species, covering virtually all known diversity within these genera. Although Cryptococcus and Kwoniella have comparable genome sizes (about 19.2 and 22.9 Mb) and similar gene content, hinting at preadaptive pathogenic potential, our analysis found evidence of gene gain (via horizontal gene transfer) and gene loss in pathogenic Cryptococcus species, which might represent evolutionary signatures of pathogenic development. Genome analysis also revealed a significant variation in chromosome number and structure between the 2 genera. By combining synteny analysis and experimental centromere validation, we found that most Cryptococcus species have 14 chromosomes, whereas most Kwoniella species have fewer (11, 8, 5, or even as few as 3). Reduced chromosome number in Kwoniella is associated with formation of giant chromosomes (up to 18 Mb) through repeated chromosome fusion events, each marked by a pericentric inversion and centromere loss. While similar chromosome inversion-fusion patterns were observed in all Kwoniella species with fewer than 14 chromosomes, no such pattern was detected in Cryptococcus. Instead, Cryptococcus species with less than 14 chromosomes showed reductions primarily through rearrangements associated with the loss of repeat-rich centromeres. Additionally, Cryptococcus genomes exhibited frequent interchromosomal translocations, including intercentromeric recombination facilitated by transposons shared between centromeres. Overall, our findings advance our understanding of genetic changes possibly associated with pathogenicity in Cryptococcus and provide a foundation to elucidate mechanisms of centromere loss and chromosome fusion driving distinct karyotypes in closely related fungal species, including prominent global human pathogens.


Assuntos
Cromossomos Fúngicos , Cryptococcus , Evolução Molecular , Genoma Fúngico , Genômica , Cariótipo , Cryptococcus/genética , Cryptococcus/patogenicidade , Cryptococcus/classificação , Cromossomos Fúngicos/genética , Genômica/métodos , Filogenia , Sintenia , Centrômero/genética , Criptococose/microbiologia , Humanos
7.
Cell ; 144(3): 439-52, 2011 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-21295703

RESUMO

The developmental potential of human pluripotent stem cells suggests that they can produce disease-relevant cell types for biomedical research. However, substantial variation has been reported among pluripotent cell lines, which could affect their utility and clinical safety. Such cell-line-specific differences must be better understood before one can confidently use embryonic stem (ES) or induced pluripotent stem (iPS) cells in translational research. Toward this goal we have established genome-wide reference maps of DNA methylation and gene expression for 20 previously derived human ES lines and 12 human iPS cell lines, and we have measured the in vitro differentiation propensity of these cell lines. This resource enabled us to assess the epigenetic and transcriptional similarity of ES and iPS cells and to predict the differentiation efficiency of individual cell lines. The combination of assays yields a scorecard for quick and comprehensive characterization of pluripotent cell lines.


Assuntos
Metilação de DNA , Células-Tronco Embrionárias/fisiologia , Perfilação da Expressão Gênica/normas , Células-Tronco Pluripotentes Induzidas/fisiologia , Diferenciação Celular , Linhagem Celular , Células-Tronco Embrionárias/citologia , Humanos , Células-Tronco Pluripotentes Induzidas/citologia
8.
Nature ; 569(7757): 576-580, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-31092926

RESUMO

Genetic and epigenetic intra-tumoral heterogeneity cooperate to shape the evolutionary course of cancer1. Chronic lymphocytic leukaemia (CLL) is a highly informative model for cancer evolution as it undergoes substantial genetic diversification and evolution after therapy2,3. The CLL epigenome is also an important disease-defining feature4,5, and growing populations of cells in CLL diversify by stochastic changes in DNA methylation known as epimutations6. However, previous studies using bulk sequencing methods to analyse the patterns of DNA methylation were unable to determine whether epimutations affect CLL populations homogeneously. Here, to measure the epimutation rate at single-cell resolution, we applied multiplexed single-cell reduced-representation bisulfite sequencing to B cells from healthy donors and patients with CLL. We observed that the common clonal origin of CLL results in a consistently increased epimutation rate, with low variability in the cell-to-cell epimutation rate. By contrast, variable epimutation rates across healthy B cells reflect diverse evolutionary ages across the trajectory of B cell differentiation, consistent with epimutations serving as a molecular clock. Heritable epimutation information allowed us to reconstruct lineages at high-resolution with single-cell data, and to apply this directly to patient samples. The CLL lineage tree shape revealed earlier branching and longer branch lengths than in normal B cells, reflecting rapid drift after the initial malignant transformation and a greater proliferative history. Integration of single-cell bisulfite sequencing analysis with single-cell transcriptomes and genotyping confirmed that genetic subclones mapped to distinct clades, as inferred solely on the basis of epimutation information. Finally, to examine potential lineage biases during therapy, we profiled serial samples during ibrutinib-associated lymphocytosis, and identified clades of cells that were preferentially expelled from the lymph node after treatment, marked by distinct transcriptional profiles. The single-cell integration of genetic, epigenetic and transcriptional information thus charts the lineage history of CLL and its evolution with therapy.


Assuntos
Linhagem da Célula , Epigênese Genética , Evolução Molecular , Leucemia Linfocítica Crônica de Células B/genética , Leucemia Linfocítica Crônica de Células B/patologia , Sequência de Bases , Relógios Biológicos , Linhagem da Célula/genética , Metilação de DNA , Epigenoma/genética , Regulação Neoplásica da Expressão Gênica , Humanos , Leucemia Linfocítica Crônica de Células B/metabolismo , Taxa de Mutação , Análise de Sequência de RNA , Análise de Célula Única , Transcrição Gênica
9.
Nature ; 549(7673): 543-547, 2017 09 28.
Artigo em Inglês | MEDLINE | ID: mdl-28959968

RESUMO

In mammals, the canonical somatic DNA methylation landscape is established upon specification of the embryo proper and subsequently disrupted within many cancer types. However, the underlying mechanisms that direct this genome-scale transformation remain elusive, with no clear model for its systematic acquisition or potential developmental utility. Here, we analysed global remethylation from the mouse preimplantation embryo into the early epiblast and extraembryonic ectoderm. We show that these two states acquire highly divergent genomic distributions with substantial disruption of bimodal, CpG density-dependent methylation in the placental progenitor. The extraembryonic epigenome includes specific de novo methylation at hundreds of embryonically protected CpG island promoters, particularly those that are associated with key developmental regulators and are orthologously methylated across most human cancer types. Our data suggest that the evolutionary innovation of extraembryonic tissues may have required co-option of DNA methylation-based suppression as an alternative to regulation by Polycomb-group proteins, which coordinate embryonic germ-layer formation in response to extraembryonic cues. Moreover, we establish that this decision is made deterministically, downstream of promiscuously used-and frequently oncogenic-signalling pathways, via a novel combination of epigenetic cofactors. Methylation of developmental gene promoters during tumorigenesis may therefore reflect the misappropriation of an innate trajectory and the spontaneous reacquisition of a latent, developmentally encoded epigenetic landscape.


Assuntos
Blastocisto/citologia , Linhagem da Célula/genética , Metilação de DNA , Ectoderma/metabolismo , Epigênese Genética , Regulação da Expressão Gênica no Desenvolvimento , Camadas Germinativas/metabolismo , Neoplasias/genética , Animais , Blastocisto/metabolismo , Ilhas de CpG/genética , Ectoderma/citologia , Feminino , Regulação Neoplásica da Expressão Gênica , Camadas Germinativas/citologia , Humanos , Masculino , Camundongos , Neoplasias/patologia , Placenta/citologia , Gravidez , Regiões Promotoras Genéticas
10.
Nature ; 548(7666): 219-223, 2017 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-28746311

RESUMO

Concomitant activation of the Wnt pathway and suppression of Mapk signalling by two small molecule inhibitors (2i) in the presence of leukaemia inhibitory factor (LIF) (hereafter termed 2i/L) induces a naive state in mouse embryonic stem (ES) cells that resembles the inner cell mass (ICM) of the pre-implantation embryo. Since the ICM exists only transiently in vivo, it remains unclear how sustained propagation of naive ES cells in vitro affects their stability and functionality. Here we show that prolonged culture of male mouse ES cells in 2i/L results in irreversible epigenetic and genomic changes that impair their developmental potential. Furthermore, we find that female ES cells cultured in conventional serum plus LIF medium phenocopy male ES cells cultured in 2i/L. Mechanistically, we demonstrate that the inhibition of Mek1/2 is predominantly responsible for these effects, in part through the downregulation of DNA methyltransferases and their cofactors. Finally, we show that replacement of the Mek1/2 inhibitor with a Src inhibitor preserves the epigenetic and genomic integrity as well as the developmental potential of ES cells. Taken together, our data suggest that, although short-term suppression of Mek1/2 in ES cells helps to maintain an ICM-like epigenetic state, prolonged suppression results in irreversible changes that compromise their developmental potential.


Assuntos
Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/enzimologia , MAP Quinase Quinase 1/antagonistas & inibidores , MAP Quinase Quinase 2/antagonistas & inibidores , Animais , Blastocisto , Instabilidade Cromossômica , Metilação de DNA , Feminino , Impressão Genômica , Cariotipagem , Masculino , Camundongos
11.
Nature ; 546(7658): 401-405, 2017 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-28538723

RESUMO

Zika virus (ZIKV) is causing an unprecedented epidemic linked to severe congenital abnormalities. In July 2016, mosquito-borne ZIKV transmission was reported in the continental United States; since then, hundreds of locally acquired infections have been reported in Florida. To gain insights into the timing, source, and likely route(s) of ZIKV introduction, we tracked the virus from its first detection in Florida by sequencing ZIKV genomes from infected patients and Aedes aegypti mosquitoes. We show that at least 4 introductions, but potentially as many as 40, contributed to the outbreak in Florida and that local transmission is likely to have started in the spring of 2016-several months before its initial detection. By analysing surveillance and genetic data, we show that ZIKV moved among transmission zones in Miami. Our analyses show that most introductions were linked to the Caribbean, a finding corroborated by the high incidence rates and traffic volumes from the region into the Miami area. Our study provides an understanding of how ZIKV initiates transmission in new regions.


Assuntos
Infecção por Zika virus/epidemiologia , Infecção por Zika virus/virologia , Zika virus/genética , Aedes/virologia , Animais , Região do Caribe/epidemiologia , Surtos de Doenças/estatística & dados numéricos , Feminino , Florida/epidemiologia , Genoma Viral/genética , Humanos , Incidência , Epidemiologia Molecular , Mosquitos Vetores/virologia , Zika virus/isolamento & purificação , Infecção por Zika virus/transmissão
12.
Nature ; 544(7650): 309-315, 2017 04 20.
Artigo em Inglês | MEDLINE | ID: mdl-28405027

RESUMO

The 2013-2016 West African epidemic caused by the Ebola virus was of unprecedented magnitude, duration and impact. Here we reconstruct the dispersal, proliferation and decline of Ebola virus throughout the region by analysing 1,610 Ebola virus genomes, which represent over 5% of the known cases. We test the association of geography, climate and demography with viral movement among administrative regions, inferring a classic 'gravity' model, with intense dispersal between larger and closer populations. Despite attenuation of international dispersal after border closures, cross-border transmission had already sown the seeds for an international epidemic, rendering these measures ineffective at curbing the epidemic. We address why the epidemic did not spread into neighbouring countries, showing that these countries were susceptible to substantial outbreaks but at lower risk of introductions. Finally, we reveal that this large epidemic was a heterogeneous and spatially dissociated collection of transmission clusters of varying size, duration and connectivity. These insights will help to inform interventions in future epidemics.


Assuntos
Ebolavirus/genética , Ebolavirus/fisiologia , Genoma Viral/genética , Doença pelo Vírus Ebola/transmissão , Doença pelo Vírus Ebola/virologia , Clima , Surtos de Doenças/estatística & dados numéricos , Ebolavirus/isolamento & purificação , Geografia , Doença pelo Vírus Ebola/epidemiologia , Humanos , Internacionalidade , Modelos Lineares , Epidemiologia Molecular , Filogenia , Viagem/legislação & jurisprudência , Viagem/estatística & dados numéricos
13.
Development ; 145(22)2018 11 21.
Artigo em Inglês | MEDLINE | ID: mdl-30337375

RESUMO

Advances in stem cell science allow the production of different cell types in vitro either through the recapitulation of developmental processes, often termed 'directed differentiation', or the forced expression of lineage-specific transcription factors. Although cells produced by both approaches are increasingly used in translational applications, their quantitative similarity to their primary counterparts remains largely unresolved. To investigate the similarity between in vitro-derived and primary cell types, we harvested and purified mouse spinal motor neurons and compared them with motor neurons produced by transcription factor-mediated lineage conversion of fibroblasts or directed differentiation of pluripotent stem cells. To enable unbiased analysis of these motor neuron types and their cells of origin, we then subjected them to whole transcriptome and DNA methylome analysis by RNA sequencing (RNA-seq) and reduced representation bisulfite sequencing (RRBS). Despite major differences in methodology, lineage conversion and directed differentiation both produce cells that closely approximate the primary motor neuron state. However, we identify differences in Fas signaling, the Hox code and synaptic gene expression between lineage-converted and directed differentiation motor neurons that affect their utility in translational studies.


Assuntos
Linhagem da Célula/genética , Embrião de Mamíferos/citologia , Genômica , Neurônios Motores/citologia , Células-Tronco Pluripotentes/citologia , Animais , Epigênese Genética , Camundongos Endogâmicos C57BL , Neurônios Motores/metabolismo , Células-Tronco Pluripotentes/metabolismo , Transcrição Gênica
14.
Nature ; 518(7539): 344-9, 2015 Feb 19.
Artigo em Inglês | MEDLINE | ID: mdl-25693565

RESUMO

Pluripotent stem cells provide a powerful system to dissect the underlying molecular dynamics that regulate cell fate changes during mammalian development. Here we report the integrative analysis of genome-wide binding data for 38 transcription factors with extensive epigenome and transcriptional data across the differentiation of human embryonic stem cells to the three germ layers. We describe core regulatory dynamics and show the lineage-specific behaviour of selected factors. In addition to the orchestrated remodelling of the chromatin landscape, we find that the binding of several transcription factors is strongly associated with specific loss of DNA methylation in one germ layer, and in many cases a reciprocal gain in the other layers. Taken together, our work shows context-dependent rewiring of transcription factor binding, downstream signalling effectors, and the epigenome during human embryonic stem cell differentiation.


Assuntos
Diferenciação Celular , Células-Tronco Embrionárias/citologia , Células-Tronco Embrionárias/metabolismo , Fatores de Transcrição/metabolismo , Diferenciação Celular/genética , Linhagem da Célula , Cromatina/química , Cromatina/genética , Cromatina/metabolismo , Montagem e Desmontagem da Cromatina/genética , Metilação de DNA , Elementos Facilitadores Genéticos/genética , Epigênese Genética/genética , Epigenômica , Genoma Humano/genética , Camadas Germinativas/citologia , Camadas Germinativas/metabolismo , Histonas/química , Histonas/metabolismo , Humanos , Ligação Proteica , Transdução de Sinais , Transcrição Gênica/genética
15.
Nature ; 518(7539): 355-359, 2015 Feb 19.
Artigo em Inglês | MEDLINE | ID: mdl-25533951

RESUMO

Models derived from human pluripotent stem cells that accurately recapitulate neural development in vitro and allow for the generation of specific neuronal subtypes are of major interest to the stem cell and biomedical community. Notch signalling, particularly through the Notch effector HES5, is a major pathway critical for the onset and maintenance of neural progenitor cells in the embryonic and adult nervous system. Here we report the transcriptional and epigenomic analysis of six consecutive neural progenitor cell stages derived from a HES5::eGFP reporter human embryonic stem cell line. Using this system, we aimed to model cell-fate decisions including specification, expansion and patterning during the ontogeny of cortical neural stem and progenitor cells. In order to dissect regulatory mechanisms that orchestrate the stage-specific differentiation process, we developed a computational framework to infer key regulators of each cell-state transition based on the progressive remodelling of the epigenetic landscape and then validated these through a pooled short hairpin RNA screen. We were also able to refine our previous observations on epigenetic priming at transcription factor binding sites and suggest here that they are mediated by combinations of core and stage-specific factors. Taken together, we demonstrate the utility of our system and outline a general framework, not limited to the context of the neural lineage, to dissect regulatory circuits of differentiation.


Assuntos
Diferenciação Celular/genética , Células-Tronco Embrionárias/citologia , Epigênese Genética/genética , Epigenômica/métodos , Células-Tronco Neurais/citologia , Células-Tronco Neurais/metabolismo , Sítios de Ligação , Linhagem da Célula/genética , Células-Tronco Embrionárias/metabolismo , Humanos , RNA Interferente Pequeno/análise , RNA Interferente Pequeno/genética , Reprodutibilidade dos Testes , Fatores de Transcrição/metabolismo , Transcrição Gênica/genética
16.
Mol Cell ; 47(4): 633-47, 2012 Aug 24.
Artigo em Inglês | MEDLINE | ID: mdl-22841485

RESUMO

DNA methylation is a mechanism of epigenetic regulation that is common to all vertebrates. Functional studies underscore its relevance for tissue homeostasis, but the global dynamics of DNA methylation during in vivo differentiation remain underexplored. Here we report high-resolution DNA methylation maps of adult stem cell differentiation in mouse, focusing on 19 purified cell populations of the blood and skin lineages. DNA methylation changes were locus specific and relatively modest in magnitude. They frequently overlapped with lineage-associated transcription factors and their binding sites, suggesting that DNA methylation may protect cells from aberrant transcription factor activation. DNA methylation and gene expression provided complementary information, and combining the two enabled us to infer the cellular differentiation hierarchy of the blood lineage directly from genome-scale data. In summary, these results demonstrate that in vivo differentiation of adult stem cells is associated with small but informative changes in the genomic distribution of DNA methylation.


Assuntos
Células-Tronco Adultas/citologia , Células Sanguíneas/citologia , Metilação de DNA , Pele/citologia , Animais , Sítios de Ligação , Ciclo Celular/genética , Diferenciação Celular/genética , Linhagem da Célula , Regulação para Baixo , Epigenômica , Expressão Gênica , Genes Homeobox/genética , Loci Gênicos , Genoma/genética , Linfócitos/citologia , Camundongos , Células Mieloides/citologia
17.
Mol Cell ; 47(5): 810-22, 2012 Sep 14.
Artigo em Inglês | MEDLINE | ID: mdl-22940246

RESUMO

Understanding the principles governing mammalian gene regulation has been hampered by the difficulty in measuring in vivo binding dynamics of large numbers of transcription factors (TF) to DNA. Here, we develop a high-throughput Chromatin ImmunoPrecipitation (HT-ChIP) method to systematically map protein-DNA interactions. HT-ChIP was applied to define the dynamics of DNA binding by 25 TFs and 4 chromatin marks at 4 time-points following pathogen stimulus of dendritic cells. Analyzing over 180,000 TF-DNA interactions we find that TFs vary substantially in their temporal binding landscapes. This data suggests a model for transcription regulation whereby TF networks are hierarchically organized into cell differentiation factors, factors that bind targets prior to stimulus to prime them for induction, and factors that regulate specific gene programs. Overlaying HT-ChIP data on gene-expression dynamics shows that many TF-DNA interactions are established prior to the stimuli, predominantly at immediate-early genes, and identified specific TF ensembles that coordinately regulate gene-induction.


Assuntos
Imunoprecipitação da Cromatina/métodos , Células Dendríticas/metabolismo , Regulação da Expressão Gênica , Ensaios de Triagem em Larga Escala , Animais , DNA/genética , DNA/metabolismo , Camundongos , Fatores de Transcrição/metabolismo
18.
Nature ; 498(7453): 236-40, 2013 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-23685454

RESUMO

Recent molecular studies have shown that, even when derived from a seemingly homogenous population, individual cells can exhibit substantial differences in gene expression, protein levels and phenotypic output, with important functional consequences. Existing studies of cellular heterogeneity, however, have typically measured only a few pre-selected RNAs or proteins simultaneously, because genomic profiling methods could not be applied to single cells until very recently. Here we use single-cell RNA sequencing to investigate heterogeneity in the response of mouse bone-marrow-derived dendritic cells (BMDCs) to lipopolysaccharide. We find extensive, and previously unobserved, bimodal variation in messenger RNA abundance and splicing patterns, which we validate by RNA-fluorescence in situ hybridization for select transcripts. In particular, hundreds of key immune genes are bimodally expressed across cells, surprisingly even for genes that are very highly expressed at the population average. Moreover, splicing patterns demonstrate previously unobserved levels of heterogeneity between cells. Some of the observed bimodality can be attributed to closely related, yet distinct, known maturity states of BMDCs; other portions reflect differences in the usage of key regulatory circuits. For example, we identify a module of 137 highly variable, yet co-regulated, antiviral response genes. Using cells from knockout mice, we show that variability in this module may be propagated through an interferon feedback circuit, involving the transcriptional regulators Stat2 and Irf7. Our study demonstrates the power and promise of single-cell genomics in uncovering functional diversity between cells and in deciphering cell states and circuits.


Assuntos
Células Dendríticas/metabolismo , Perfilação da Expressão Gênica , Regulação da Expressão Gênica/imunologia , Splicing de RNA/imunologia , Análise de Célula Única , Transcriptoma/genética , Animais , Células da Medula Óssea/citologia , Células da Medula Óssea/imunologia , Células Dendríticas/citologia , Células Dendríticas/imunologia , Hibridização in Situ Fluorescente , Fator Regulador 7 de Interferon , Interferons/imunologia , Lipopolissacarídeos/imunologia , Camundongos , Camundongos Knockout , Isoformas de Proteínas/genética , RNA Mensageiro/análise , RNA Mensageiro/genética , Reprodutibilidade dos Testes , Fator de Transcrição STAT2 , Análise de Sequência de RNA , Vírus/imunologia
19.
Nature ; 500(7463): 477-81, 2013 Aug 22.
Artigo em Inglês | MEDLINE | ID: mdl-23925113

RESUMO

DNA methylation is a defining feature of mammalian cellular identity and is essential for normal development. Most cell types, except germ cells and pre-implantation embryos, display relatively stable DNA methylation patterns, with 70-80% of all CpGs being methylated. Despite recent advances, we still have a limited understanding of when, where and how many CpGs participate in genomic regulation. Here we report the in-depth analysis of 42 whole-genome bisulphite sequencing data sets across 30 diverse human cell and tissue types. We observe dynamic regulation for only 21.8% of autosomal CpGs within a normal developmental context, most of which are distal to transcription start sites. These dynamic CpGs co-localize with gene regulatory elements, particularly enhancers and transcription-factor-binding sites, which allow identification of key lineage-specific regulators. In addition, differentially methylated regions (DMRs) often contain single nucleotide polymorphisms associated with cell-type-related diseases as determined by genome-wide association studies. The results also highlight the general inefficiency of whole-genome bisulphite sequencing, as 70-80% of the sequencing reads across these data sets provided little or no relevant information about CpG methylation. To demonstrate further the utility of our DMR set, we use it to classify unknown samples and identify representative signature regions that recapitulate major DNA methylation dynamics. In summary, although in theory every CpG can change its methylation state, our results suggest that only a fraction does so as part of coordinated regulatory programs. Therefore, our selected DMRs can serve as a starting point to guide new, more effective reduced representation approaches to capture the most informative fraction of CpGs, as well as further pinpoint putative regulatory elements.


Assuntos
Metilação de DNA , Genoma Humano/genética , Sítios de Ligação , Ilhas de CpG/genética , Elementos Facilitadores Genéticos/genética , Estudo de Associação Genômica Ampla , Humanos , Especificidade de Órgãos , Polimorfismo de Nucleotídeo Único/genética , Análise de Sequência de DNA , Sulfitos/metabolismo , Fatores de Transcrição/metabolismo
20.
Nature ; 496(7445): 311-6, 2013 Apr 18.
Artigo em Inglês | MEDLINE | ID: mdl-23598338

RESUMO

The discovery of a living coelacanth specimen in 1938 was remarkable, as this lineage of lobe-finned fish was thought to have become extinct 70 million years ago. The modern coelacanth looks remarkably similar to many of its ancient relatives, and its evolutionary proximity to our own fish ancestors provides a glimpse of the fish that first walked on land. Here we report the genome sequence of the African coelacanth, Latimeria chalumnae. Through a phylogenomic analysis, we conclude that the lungfish, and not the coelacanth, is the closest living relative of tetrapods. Coelacanth protein-coding genes are significantly more slowly evolving than those of tetrapods, unlike other genomic features. Analyses of changes in genes and regulatory elements during the vertebrate adaptation to land highlight genes involved in immunity, nitrogen excretion and the development of fins, tail, ear, eye, brain and olfaction. Functional assays of enhancers involved in the fin-to-limb transition and in the emergence of extra-embryonic tissues show the importance of the coelacanth genome as a blueprint for understanding tetrapod evolution.


Assuntos
Evolução Biológica , Peixes/classificação , Peixes/genética , Genoma/genética , Animais , Animais Geneticamente Modificados , Embrião de Galinha , Sequência Conservada/genética , Elementos Facilitadores Genéticos/genética , Evolução Molecular , Extremidades/anatomia & histologia , Extremidades/crescimento & desenvolvimento , Peixes/anatomia & histologia , Peixes/fisiologia , Genes Homeobox/genética , Genômica , Imunoglobulina M/genética , Camundongos , Anotação de Sequência Molecular , Dados de Sequência Molecular , Filogenia , Alinhamento de Sequência , Análise de Sequência de DNA , Vertebrados/anatomia & histologia , Vertebrados/genética , Vertebrados/fisiologia
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