Discovery of consensus gene signature and intermodular connectivity defining self-renewal of human embryonic stem cells
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE54186 | GEO | 2014/01/18
SECONDARY ACCESSION(S): PRJNA235386
REPOSITORIES: GEO
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Project description:Comparison of gene expression signatures in undifferentiated hESCs against differentiated embryoid bodies to identify key signatures defining self-renewal of hESCs. Using H1 and H9 hESC lines, we performed gene expression microarray analysis (Affymetrix Human Genome U133 Plus 2.0 Array) and analyzed the interaction patterns of 54,614 genes using WGCNA in R programming
2014-01-18 | E-GEOD-54186 | biostudies-arrayexpress
Project description:Molecular markers defining self-renewing pluripotent embryonic stem cells (ESCs) have been identified by relative comparisons between undifferentiated and differentiated cells. Most of analysis has been done under a specific differentiation condition that may present significantly different molecular changes over others. Therefore, it is currently unclear if there are true consensus markers defining undifferentiated human ESCs (hESCs). To identify a set of key genes consistently altered during differentiation of hESCs regardless of differentiation conditions, we have performed microarray analysis on undifferentiated hESCs (H1 and H9) and differentiated EBs and validated our results using publicly available expression array datasets. We constructed consensus modules by Weighted Gene Coexpression Network Analysis and discovered novel markers that are consistently present in undifferentiated hESCs under various differentiation conditions. We have validated top markers (downregulated: LCK, KLKB1, and SLC7A3; upregulated: RhoJ, Zeb2, and Adam12) upon differentiation. Functional validation analysis of LCK in self-renewal of hESCs using LCK inhibitor or gene silencing with siLCK resulted in a loss of undifferentiation characteristics-morphological change, reduced alkaline phosphatase activity, and pluripotency gene expression, demonstrating a potential functional role of LCK in self-renewal of hESCs. We have designated hESC markers to interactive networks in the genome, identifying possible interacting partners and showing how new markers relate to each other. Furthermore, comparison of these datasets with available datasets from induced pluripotent stem cells (iPSCs) revealed that the level of these newly identified markers was correlated to the establishment of iPSCs, which may imply a potential role of these markers in gaining of cellular potency.
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Project description:Human embryonic stem cells (hESCs) present a novel platform for in vitro investigation of the early embryonic cellular response to ionizing radiation. Thus far, no study has analyzed the genome-wide transcriptional response to ionizing radiation in hESCs. In this study, we use Agilent microarrays to analyze the global gene expression changes in H9 hESCs after low (0.4 Gy), medium (2 Gy), and high (4 Gy) dose irradiation. Undifferentiated H9 hESCs were cultured on Matrigel in feeder-free conditions, and exposed to ionizing radiation at the indicated dosage (or control) from a Cesium-137 irradiator. Total RNA was isolated 24 hours after irradiation in the same feeder-free culture conditions. Experiment was repeated three times for each group, yielding a total of 12 distinct samples.
2010-07-08 | E-GEOD-20951 | biostudies-arrayexpress
Project description:Human embryonic stem cells (hESCs) are an important system to study development and regeneration. NANOG is a core regulator in hESCs, but it is transcriptionally regulated is not fully understood. In this study, we report the discovery of two NANOG enhancers from a CRISPR interference enhancer screen in hESCs. These enhancers are essential to hESCs, and deletion of a single copy of either enhancers significantly reduced NANOG expression. In addition, hESCs with heterozygous deletion of either enhancers had compromised self-renewal and increased tendency to differentiate. Interestingly, these two NANOG enhancers are involved in a tandem duplication event, but the duplicated counterparts do not regulate NANOG. This work expands our knowledge of functional enhancers in hESCs, and highlights the sensitivity of the hESC state to the dosage of a core regulator.
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Project description:Elucidating the mechanism of self-renewal and pluripotency maintenance of human embryonic stem cells (hESCs) is of great significance in basic research and clinical applications. Long non-coding RNAs (lncRNAs) have been shown to play a key role in the self-renewal and pluripotency maintenance of hESCs. We previously reported that the lncRNA ESRG, which is highly expressed in undifferentiated hESCs, can interact with the replication licensing factor MCM2 and inhibit the p53 pathway to maintain the self-renewal and pluripotency of hPSCs. In addition to MCM2, RNA pull-down mass spectrometry showed that ESRG could also bind to other proteins, among which heterogeneous nuclear ribonucleoprotein A1 (HNRNPA1) attracted our attention. In this study, we show that HNRNPA1 can maintain self-renewal and pluripotency of hESCs. ESRG binds to and stabilizes HNRNPA1 protein through the ubiquitin-proteasome pathway. In addition, knockdown of ESRG or HNRNPA1 resulted in alternative splicing of TCF3, which originally and primarily encodes E12, to mainly encode E47 and inhibit CDH1 expression. HNRNPA1 could rescue the biological function changes of hESCs caused by ESRG knockdown or overexpression. Our results suggest that ESRG regulates the alternative splicing of TCF3 to affect CDH1 expression and maintain hESCs self-renewal and pluripotency by binding and stabilizing HNRNPA1 protein. This study lays a good foundation for exploring the new molecular regulatory mechanism by which ESRG maintains hESCs self-renewal and pluripotency.
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Project description:We studied alcohol's effect on human embryonic stem cell line, H9. Our main objective was to delineate the molecular mechanisms that are involved in changing the differentiation potential of hESCs. Undifferentiated and differentiated (Embryoid bodies) hESCs were treated with 0 or 20 mM EtOH in duplicate for 24 hours.
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Project description:SXO2 is one of the factors involved in maintaining self-renewal and pluripotency in hESCs. This study was performed to reveal the effects of reduced SOX2 levels in self-renewing pluripotent hESCs.
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Project description:Previously, we identified the transcription factor Zfx as a key regulator of self-renewal in murine ESCs. Here we extend those findings to human ESCs. Zfx knockdown in hESCs hindered clonal growth and decreased colony size after serial replating. Zfx overexpression enhanced clone formation, increased colony size and decreased expression of differentiation-related genes in human ESCs. Zfx-overexpressing hESCs resisted spontaneous differentiation but could be directed to differentiate into endodermal and neural cell fates when provided with the appropriate cues. Thus, Zfx acts as a molecular rheostat regulating the balance between self-renewal and differentiation in hESCs, revealing the close evolutionary conservation of the self-renewal mechanisms in murine and human ESCs. Human embryonic stem cells with over expression of ZFX were compared to the original cell line (H9) and a clonally derived wild-type cell line (clone 3)
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Project description:Previously, we identified the transcription factor Zfx as a key regulator of self-renewal in murine ESCs. Here we extend those findings to human ESCs. Zfx knockdown in hESCs hindered clonal growth and decreased colony size after serial replating. Zfx overexpression enhanced clone formation, increased colony size and decreased expression of differentiation-related genes in human ESCs. Zfx-overexpressing hESCs resisted spontaneous differentiation but could be directed to differentiate into endodermal and neural cell fates when provided with the appropriate cues. Thus, Zfx acts as a molecular rheostat regulating the balance between self-renewal and differentiation in hESCs, revealing the close evolutionary conservation of the self-renewal mechanisms in murine and human ESCs.
2012-01-01 | GSE29784 | GEO
Project description:One of the most striking epigenetic alterations that occurs at the level of the nucleosome is the complete exchange of the canonical H2A histones for the macroH2A variant. Here, we provide insight in the function of this unique histone variant in embryonic and adult stem cells. Knockdown of macroH2A1 in mouse embryonic stem (mES) cells limited their capacity to differentiate but not their self-renewal. The loss of macroH2A1 interfered with the proper activation of differentiation genes, most of which are direct target genes of macroH2A. Additionally, macroH2A1-deficient mES cells displayed incomplete inactivation of pluripotency genes and formed defective embryoid bodies. In vivo, macroH2A1-deficient teratomas contained a massive expansion of malignant, undifferentiated carcinoma tissue. In the heterogeneous culture of primary human keratinocytes, macroH2A1 levels negatively correlated with the self-renewal capacity of the pluripotent compartment. Together these results establish macroH2A1 as a critical chromatin component that regulates the delicate balance between self-renewal and differentiation of embryonic and adult stem cells. Examination of the histone variant macroH2A1 in mouse Embryonic stem cells
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