Gene Expression In Embryonic Stem Cells Research Articles

PDGFD switches on stem cell endothelial commitment

The critical factors regulating stem cell endothelial commitment and renewal remain not well understood. Here, using loss- and gain-of-function assays together with bioinformatic analysis and multiple model systems, we show that PDGFD is an essential factor that switches on endothelial commitment of embryonic stem cells (ESCs). PDGFD genetic deletion or knockdown inhibits ESC differentiation into EC lineage and increases ESC self-renewal, and PDGFD overexpression activates ESC differentiation towards ECs. RNA sequencing reveals a critical requirement of PDGFD for the expression of vascular-differentiation related genes in ESCs. Importantly, PDGFD genetic deletion or knockdown increases ESC self-renewal and decreases blood vessel densities in both embryonic and neonatal mice and in teratomas. Mechanistically, we reveal that PDGFD fulfills this function via the MAPK/ERK pathway. Our findings provide new insight of PDGFD as a novel regulator of ESC fate determination, and suggest therapeutic implications of modulating PDGFD activity in stem cell therapy.

CRISPR-Mediated Activation of Transposable Elements in Embryonic Stem Cells.

Mounting evidence has established that subsets of transposable elements (TEs) function as gene regulatory elements in a cell type- and species-specific manner. Here we describe an in vitro system to ectopically activate TEs using CRISPR-mediated activation (CRISPRa) for functional studies in mouse embryonic stem cells (ESCs). We established a stable mouse CRISPRa ESC line, in which expression of guide RNA enables the activation of TE-derived enhancers and the expression of their adjacent genes. We show an example of ectopic activation of TE-derived enhancers that function in male meiosis, as well as the expression of adjacent germline genes in ESCs. This system can also be applied to functional studies of TEs that are not active in ESCs.

Novel RNA Viral Vectors for Chemically Regulated Gene Expression in Embryonic Stem Cells.

RNA viral vectors that replicate without DNA intermediates are attractive platforms for manipulation of cells for biomedical and veterinary applications because they have minimal risk of chromosomal integration. Vesicular stomatitis virus (VSV) vectors are among the most well-studied RNA viral vectors due to their low pathogenicity to humans and ability to express transgenes at high levels for weeks to months. However, their applications have been mostly limited to oncolytic and vaccine vectors due to their cytopathogenicity. We discovered two mutations in the VSV vector that synergistically confer improved stability in mouse embryonic stem cells (ESCs) with markedly lower cytopathic effects. We also demonstrated chemical regulation of transgene expression through embedded riboswitches. The ESCs infected with the mutant vector were shown to maintain pluripotency. This new vector sets the stage for precise regulation of gene expression in ESCs to produce a variety of differentiated cells without chromosomal alteration.

Differential contribution to gene expression prediction of histone modifications at enhancers or promoters.

The ChIP-seq signal of histone modifications at promoters is a good predictor of gene expression in different cellular contexts, but whether this is also true at enhancers is not clear. To address this issue, we develop quantitative models to characterize the relationship of gene expression with histone modifications at enhancers or promoters. We use embryonic stem cells (ESCs), which contain a full spectrum of active and repressed (poised) enhancers, to train predictive models. As many poised enhancers in ESCs switch towards an active state during differentiation, predictive models can also be trained on poised enhancers throughout differentiation and in development. Remarkably, we determine that histone modifications at enhancers, as well as promoters, are predictive of gene expression in ESCs and throughout differentiation and development. Importantly, we demonstrate that their contribution to the predictive models varies depending on their location in enhancers or promoters. Moreover, we use a local regression (LOESS) to normalize sequencing data from different sources, which allows us to apply predictive models trained in a specific cellular context to a different one. We conclude that the relationship between gene expression and histone modifications at enhancers is universal and different from promoters. Our study provides new insight into how histone modifications relate to gene expression based on their location in enhancers or promoters.

DNMTs and SETDB1 function as co-repressors in MAX-mediated repression of germ cell-related genes in mouse embryonic stem cells.

In embryonic stem cells (ESCs), the expression of development-related genes, including germ cell–related genes, is globally repressed. The transcription factor MAX represses germ cell–related gene expression in ESCs via PCGF6-polycomb repressive complex 1 (PRC1), which consists of several epigenetic factors. However, we predicted that MAX represses germ cell–related gene expression through several additional mechanisms because PCGF6-PRC1 regulates the expression of only a subset of genes repressed by MAX. Here, we report that MAX associated with DNA methyltransferases (DNMTs) and the histone methyltransferase SETDB1 cooperatively control germ cell–related gene expression in ESCs. Both DNA methylation and histone H3 lysine 9 tri-methylation of the promoter regions of several germ cell–related genes were not affected by knockout of the PRC1 components, indicating that the MAX-DNMT and MAX-SETDB1 pathways are independent of the PCGF6-PRC1 pathway. Our findings provide insights into our understanding of MAX-based repressive mechanisms of germ cell–related genes in ESCs.

Utf1 contributes to intergenerational epigenetic inheritance of pluripotency

Undifferentiated embryonic cell transcription factor 1 (Utf1) is expressed in pluripotent embryonic stem cells (ESCs) and primordial germ cells (PGCs). Utf1 expression is directly controlled by pluripotency factors Oct4 and Sox2, which form a ternary complex with the Utf1 enhancer. The Utf1 protein plays a role in chromatin organization and epigenetic control of bivalent gene expression in ESCs in vitro, where it promotes effective cell differentiation during exit from pluripotency. The function of Utf1 in PGCs in vivo, however, is not known. Here, we report that proper development of Utf1 null embryos almost entirely depends on the presence of functional Utf1 alleles in the parental germline. This indicates that Utf1’s proposed epigenetic role in ESC pluripotency in vitro may be linked to intergenerational epigenetic inheritance in vivo. One component - or at least facilitator - of the relevant epigenetic mark appears to be Utf1 itself, since Utf1-driven tomato reporter and Utf1 are detected in mature germ cells. We also provide initial evidence for a reduced adult testis size in Utf1 null mice. Our findings thus point at unexpected functional links between the core ESC pluripotency factor network and epigenetic inheritance of pluripotency.

Reduced expression of Paternally Expressed Gene-3 enhances somatic cell reprogramming through mitochondrial activity perturbation

Imprinted genes control several cellular and metabolic processes in embryonic and adult tissues. In particular, paternally expressed gene-3 (Peg3) is active in the adult stem cell population and during muscle and neuronal lineage development. Here we have investigated the role of Peg3 in mouse embryonic stem cells (ESCs) and during the process of somatic cell reprogramming towards pluripotency. Our data show that Peg3 knockdown increases expression of pluripotency genes in ESCs and enhances reprogramming efficiency of both mouse embryonic fibroblasts and neural stem cells. Interestingly, we observed that altered activity of Peg3 correlates with major perturbations of mitochondrial gene expression and mitochondrial function, which drive metabolic changes during somatic cell reprogramming. Overall, our study shows that Peg3 is a regulator of pluripotent stem cells and somatic cell reprogramming.

Pluripotency Crossroads: Junction of Transcription Factors, Epigenetic Mechanisms, MicroRNAs, and Long Non-coding RNAs

Embryonic stem cells (ESCs) are derived from inner cell mass (ICM) and have the potency to differentiate into three germ layers (ectoderm, endoderm, and mesoderm). This potency of ESCs, called pluripotency, is critical for maintaining stemness. Transcriptional regulatory circuitry preserving stemness consists of transcription factors (TFs), epigenetic mechanisms, microRNAs (miRNAs or miRs), and long non-coding RNAs (lncRNAs). In this circuitry, components assist each other to activate essential genes for maintaining pluripotency and suppressing lineage-specific genes. TFs act directly by binding to their binding sites in the genome or indirectly by activating another gene (such as a miR), epigenetic mechanisms play their role by providing an activatory or inhibitory context for transcription, miRNAs regulate gene expression at the post-transcriptional level, and lncRNAs act as a scaffold function for epigenetic elements, regulating gene expression in ESCs. All these factors create a crossroad and collaborate to sustain stemness in the ESCs. Herein, we explain the role of each member in this circuitry and demonstrate the significance of the crossroad for keeping stemness.

Abstract 1733: Inhibition of embryonic stem cells gene expression in pancreatic cancer: Effects of metformin and indole-3-carbinol

Abstract Pancreatic cancer is among the top five deadliest cancers in developing countries and is rapidly increasing in minority populations, particularly African Americans. Understanding molecular mechanisms involved in the etiology and progression of this cancer can greatly improve patient prognosis. Cancer stem cells have been identified in pancreatic tumors and have been shown to contribute to its progression and resistance to standard treatments. Pancreatic cancer stem cells are subject to regulation by key embryonic stem cell transcription factors that are known to be aberrantly expressed in pancreatic cancer, such as SOX2, OCT4 and NANOG. Overexpression of OCT4, SOX2 and NANOG together or separately led to tumor transformation and tumor metastasis. These stem cell factors are known to promote self-renewal by interacting with other transcription factors. Using a human embryonic stem cell RT2 Profiler gene array, numerous stem cell genes were expressed in pancreatic cancer cell lines (MIAPaca2, Panc1). Both cell lines expressed high levels of SOX2, NANOG, CD44, GATA2, POU5F1 (OCT4) and other genes. Panc1 expressed high levels of SOX 17, while MIAPaCa2 expressed high levels of SOX 3,15 and 17. Treatment of cells with indole-3-carbinol alone at 100 and 200μM inhibited or decreased the expression of SOX2, NANOG, CD44, SOX15 and STAT3. However, treatment with metformin alone increased expression of SOX 15 and STAT3 in Panc1 cells but not in MIAPaCa2. Combination of metformin and indole-3-carbinol inhibited the expression of SOX2, NANOG, STAT3, and CD44. SOX2, POU5F1(OCT4) and NANOG are thought to be important players in various human cancers. OCT4 has been found to be expressed in 69% of PDAC and expression was shown too correlated to status and clinical state. High levels of OCT4 and NANOG has been found to correlate to worse prognosis and furthermore, contribute to multidrug-resistance and metastasis. This study have shown that the dietary agent, indole-3-carbinol alone and in combination with metformin down-regulate critical stem cell genes involved in maintenance of pluripotency and self-renewal of cancer stem cells. Citation Format: Beverly D. Lyn-Cook, Stancy Joseph, Beverly Word, George Hammons. Inhibition of embryonic stem cells gene expression in pancreatic cancer: Effects of metformin and indole-3-carbinol. [abstract]. In: Proceedings of the 107th Annual Meeting of the American Association for Cancer Research; 2016 Apr 16-20; New Orleans, LA. Philadelphia (PA): AACR; Cancer Res 2016;76(14 Suppl):Abstract nr 1733.

Nanog RNA-binding proteins YBX1 and ILF3 affect pluripotency of embryonic stem cells.

Nanog is a well-known transcription factor that plays a fundamental role in stem cell self-renewal and the maintenance of their pluripotent cell identity. There remains a large data gap with respect to the spectrum of the key pluripotency transcription factors' interaction partners. Limited information is available concerning Nanog-associated RNA-binding proteins (RBPs), and the intrinsic protein-RNA interactions characteristic of the regulatory activities of Nanog. Herein, we used an improved affinity protocol to purify Nanog-interacting RBPs from mouse embryonic stem cells (ESCs), and 49 RBPs of Nanog were identified. Among them, the interaction of YBX1 and ILF3 with Nanog mRNA was further confirmed by in vitro assays, such as Western blot, RNA immunoprecipitation (RIP), and ex vivo methods, such as immunofluorescence staining and fluorescent in situ hybridization (FISH), MS2 in vivo biotin-tagged RNA affinity purification (MS2-BioTRAP). Interestingly, RNAi studies revealed that YBX1 and ILF3 positively affected the expression of Nanog and other pluripotency-related genes. Particularly, downregulation of YBX1 or ILF3 resulted in high expression of mesoderm markers. Thus, a reduction in the expression of YBX1 and ILF3 controls the expression of pluripotency-related genes in ESCs, suggesting their roles in further regulation of the pluripotent state of ESCs.

Regulation of the ESC transcriptome by nuclear long noncoding RNAs.

Long noncoding (lnc)RNAs have recently emerged as key regulators of gene expression. Here, we performed high-depth poly(A)+ RNA sequencing across multiple clonal populations of mouse embryonic stem cells (ESCs) and neural progenitor cells (NPCs) to comprehensively identify differentially regulated lncRNAs. We establish a biologically robust profile of lncRNA expression in these two cell types and further confirm that the majority of these lncRNAs are enriched in the nucleus. Applying weighted gene coexpression network analysis, we define a group of lncRNAs that are tightly associated with the pluripotent state of ESCs. Among these, we show that acute depletion of Platr14 using antisense oligonucleotides impacts the differentiation- and development-associated gene expression program of ESCs. Furthermore, we demonstrate that Firre, a lncRNA highly enriched in the nucleoplasm and previously reported to mediate chromosomal contacts in ESCs, controls a network of genes related to RNA processing. Together, we provide a comprehensive, up-to-date, and high resolution compilation of lncRNA expression in ESCs and NPCs and show that nuclear lncRNAs are tightly integrated into the regulation of ESC gene expression.

Retroviral infection of murine embryonic stem cell derived embryoid body cells for analysis of hematopoietic differentiation.

Embryonic stem cells (ESCs) are an outstanding model for elucidating the molecular mechanisms of cellular differentiation. They are especially useful for investigating the development of early hematopoietic progenitor cells (HPCs). Gene expression in ESCs can be manipulated by several techniques that allow the role for individual molecules in development to be determined. One difficulty is that expression of specific genes often has different phenotypic effects dependent on their temporal expression. This problem can be circumvented by the generation of ESCs that inducibly express a gene of interest using technology such as the doxycycline-inducible transgene system. However, generation of these inducible cell lines is costly and time consuming. Described here is a method for disaggregating ESC-derived embryoid bodies (EBs) into single cell suspensions, retrovirally infecting the cell suspensions, and then reforming the EBs by hanging drop. Downstream differentiation is then evaluated by flow cytometry. Using this protocol, it was demonstrated that exogenous expression of a microRNA gene at the beginning of ESC differentiation blocks HPC generation. However, when expressed in EB derived cells after nascent mesoderm is produced, the microRNA gene enhances hematopoietic differentiation. This method is useful for investigating the role of genes after specific germ layer tissue is derived.

Transcriptome analysis in cardiomyocyte-specific differentiation of murine embryonic stem cells reveals transcriptional regulation network

The differentiation to cardiomyocytes is a prerequisite and an important part of heart development. A good understanding of the complicated cardiomyocyte differentiation process benefits cardiogenesis study. Embryonic stem cells (ESCs), cell lines with infinite ability to proliferate and to be differentiated into all cell types of the adult body, are important research tools for investigation of differentiation and meanwhile good models for developmental research. In the current study, genome-wide gene expression of ESCs is profiled through high throughput platform during cardiomyocyte-specific differentiation and maturation. Gene expression patterns of undifferentiated ESCs and ESC-derived cardiomyocytes provide a global overview of genes involved in cardiomyocyte-specific differentiation, whereas marker gene expression profiles of both ESC-related genes and cardiac-specific genes presented the expression pattern shift during differentiation in a pure ESC-derived cardiomyocyte cell culture system. The differentiation and maturation process was completed at day 19 after initiation of differentiation, according to our gene expression profile results. Functional analysis of regulated genes reveals over-represented biological processes, molecular functions and pathways during the differentiation and maturation process. Finally, transcription factor regulation networks were engineered based on gene expression data. Within these networks, the number of identified important regulators (Trim28, E2f4, Foxm1, Myc, Hdac1, Rara, Mef2c, Nkx2-5, Gata4) and possible key co-regulation modules (Nkx2-5 – Gata4 – Tbx5, Myc – E2F4) could be expanded. We demonstrate that a more comprehensive picture of cardiomyocyte differentiation and its regulation can be achieved solely by studying gene expression patterns. The results from our study contribute to a better and more accurate understanding of the regulation mechanisms during cardiomyocyte differentiation.

Dynamic Heterogeneity and DNA Methylation in Embryonic Stem Cells

SummaryCell populations can be strikingly heterogeneous, composed of multiple cellular states, each exhibiting stochastic noise in its gene expression. A major challenge is to disentangle these two types of variability and to understand the dynamic processes and mechanisms that control them. Embryonic stem cells (ESCs) provide an ideal model system to address this issue because they exhibit heterogeneous and dynamic expression of functionally important regulatory factors. We analyzed gene expression in individual ESCs using single-molecule RNA-FISH and quantitative time-lapse movies. These data discriminated stochastic switching between two coherent (correlated) gene expression states and burst-like transcriptional noise. We further showed that the “2i” signaling pathway inhibitors modulate both types of variation. Finally, we found that DNA methylation plays a key role in maintaining these metastable states. Together, these results show how ESC gene expression states and dynamics arise from a combination of intrinsic noise, coherent cellular states, and epigenetic regulation.

Extracellular Vesicles Derived from Preosteoblasts Influence Embryonic Stem Cell Differentiation

Embryonic stem cells (ESCs) can differentiate into all cell types of the body and, therefore, hold tremendous promise for cell-based regenerative medicine therapies. One significant challenge that should be addressed before using ESCs in the clinic is to improve methods of efficiently and effectively directing the differentiation of this heterogeneous cell population. The work presented here examines the potential of harnessing naturally derived extracellular vesicles to deliver genetic material from mature cells to undifferentiated ESCs for the purpose of manipulating stem cell fate. Vesicles were isolated from preosteoblast cells and were found to be ∼170 nm in diameter and to express the CD40 surface marker. Multiple interactions were visualized between vesicles and ESCs using confocal microscopy, and no significant difference in cell viability was noted. Incubation with vesicles caused significant changes in ESC gene expression, including persistence of pluripotent gene levels as well as increased neurectoderm differentiation. Genetic cargo of the vesicles as well as the cells from which they were derived were examined using a small microRNA (miRNA) gene array. Interestingly, ∼20% of the examined miRNAs were increased more than twofold in the vesicles compared with preosteoblast cells. Together, these results suggest that extracellular vesicles may be utilized as a novel method of directing stem cell differentiation. Future work examining methods for controlled delivery of vesicles may improve the clinical potential of these physiological liposomes for therapeutic applications.

The histone H2A deubiquitinase Usp16 regulates embryonic stem cell gene expression and lineage commitment.

Polycomb Repressive Complex 1 and histone H2A ubiquitination (ubH2A) contribute to embryonic stem cell (ESC) pluripotency by repressing lineage-specific gene expression. However, whether active deubiquitination co-regulates ubH2A levels in ESCs and during differentiation is not known. Here we report that Usp16, a histone H2A deubiquitinase, regulates H2A deubiquitination and gene expression in ESCs, and importantly, is required for ESC differentiation. Usp16 knockout is embryonic lethal in mice, but does not affect ESC viability or identity. Usp16 binds to the promoter regions of a large number of genes in ESCs, and Usp16 binding is inversely correlated with ubH2A levels, and positively correlates with gene expression levels. Intriguingly, Usp16−/− ESCs fail to differentiate due to ubH2A-mediated repression of lineage-specific genes. Finally, Usp16, but not a catalytically inactive mutant, rescues the differentiation defects of Usp16−/− ESCs. Therefore, this study identifies Usp16 and H2A deubiquitination as critical regulators of ESC gene expression and differentiation.

Breastmilk and the lactating breast as a tool to elucidate breast cancer

Mammary stem cells (MaSCs) are responsible for the normal expansion of the breast during pregnancy/lactation. MaSCs are also primary targets of malignant transformation, giving rise to invasive breast carcinomas, a subset of which display lactating features. We have recently reported expression of OCT4 and associated embryonic stem cell (ESC) genes in the normal lactating breast and breastmilk stem cells (hBSCs). This prompted us to examine OCT4 expression in breast cancers with lactating features and to compare it with that observed during normal lactation. Minimal OCT4 expression was found in the normal resting breast, whereas this significantly increased in the normal lactating breast. Further increase was found in breast tumours with lactating features. Comparison of normal hBSCs with OCT4‐overexpressing tumorigenic breast cell lines (OTBCs) showed that OTBCs had unbalanced expression of ESC genes. Similar to hBSCs, OTBCs differentiated into functional lactocytes synthesising milk proteins both in vitro and in vivo. These findings highlight ESC genes as potential regulators of the normal remodelling of the breast towards a milk‐secretory organ and of aberrant breast cell proliferation upon deregulation of their expression, suggesting a role in both normal lactation and breast oncogenesis.Grant Funding Source: Women and Infants Research Foundation; and Medela AG (Switzerland)

Oct4 and the small molecule inhibitor, SC1, regulates Tet2 expression in mouse embryonic stem cells

The ten eleven translocation (Tet) family of proteins includes three members (Tet1-3), all of which have the capacity to convert 5-methylcytosine to 5-hydroxymethylcytosine in a 2-oxoglutarate- and Fe(II)-dependent manner. Tet1 and Tet2 are highly expressed in undifferentiated embryonic stem cells (ESCs), and this expression decreases upon differentiation. Notably, the expression patterns of Tet1 and Tet2 in ESCs parallels that of pluripotency genes. To date, however, the mechanisms underlying the regulation of Tet gene expression in ESCs remain largely unexplored. Here we report that the pluripotency transcription factor, Oct4, directly regulates the expression of Tet2. Using RNAi, real time quantitative PCR, dual-luciferase reporter assays and electrophoretic mobility shift assays, we show that Oct4 promotes Tet2 transcription by binding to consensus sites in the proximal promoter region. Furthermore, we explored the role of the small molecule inhibitor, SC1 (pluripotin) on Tet gene expression. We show that SC1 promotes Tet3 expression, but represses Tet1 and Tet2 expression. Our findings indicate that Tet2 are crucial downstream targets of the pluripotency factor Oct4, and highlight a role for Oct4 in the regulation of DNA methylation in ESCs. In addition, these findings also provide a new insight into drug-mediated gene regulation.

Enhancer decommissioning by LSD1 during embryonic stem cell differentiation

Transcription factors and chromatin modifiers are important in the programming and reprogramming of cellular states during development. Transcription factors bind to enhancer elements and recruit coactivators and chromatin-modifying enzymes to facilitate transcription initiation. During differentiation a subset of these enhancers must be silenced, but the mechanisms underlying enhancer silencing are poorly understood. Here we show that the histone demethylase lysine-specific demethylase 1 (LSD1; ref. 5), which demethylates histone H3 on Lys 4 or Lys 9 (H3K4/K9), is essential in decommissioning enhancers during the differentiation of mouse embryonic stem cells (ESCs). LSD1 occupies enhancers of active genes that are critical for control of the state of ESCs. However, LSD1 is not essential for the maintenance of ESC identity. Instead, ESCs lacking LSD1 activity fail to differentiate fully, and ESC-specific enhancers fail to undergo the histone demethylation events associated with differentiation. At active enhancers, LSD1 is a component of the NuRD (nucleosome remodelling and histone deacetylase) complex, which contains additional subunits that are necessary for ESC differentiation. We propose that the LSD1-NuRD complex decommissions enhancers of the pluripotency program during differentiation, which is essential for the complete shutdown of the ESC gene expression program and the transition to new cell states.

Searching ChIP-seq genomic islands for combinatorial regulatory codes in mouse embryonic stem cells

BackgroundTo facilitate deciphering underlying transcriptional regulatory circuits in mouse embryonic stem (ES) cells, recent ChIP-seq data provided genome-wide binding locations of several key transcription factors (TFs); meanwhile, existing efforts profiled gene expression in ES cells and in their early differentiated state. It has been shown that the gene expression profiles are correlated with the binding of these TFs. However, it remains unclear whether other TFs, referred to as cofactors, participate the gene regulation by collaborating with the ChIP-seq TFs.ResultsBased on our analyses of the ES gene expression profiles and binding sites of potential cofactors in vicinity of the ChIP-seq TF binding locations, we identified a list of co-binding features that show significantly different characteristics between different gene expression patterns (activated or repressed gene expression in ES cells) at a false discovery rate of 10%. Gene classification with a subset of the identified features achieved up to 20% improvement over classification only based on the ChIP-seq TFs. More than 1/3 of reasoned regulatory roles of cofactor candidates involved in these features are supported by existing literatures. Finally, the predicted target genes of the majority candidates present expected expression change in another independent data set, which serves as a supplementary validation of these candidates.ConclusionsOur results revealed a list of combinatorial genomic features that are significantly associated with gene expression in ES cells, suggesting potential cofactors of the ChIP-seq TFs for gene regulation.