Expression data of embryonal carcinoma (EC) cells derived pluripotent stem cells
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE18691 | GEO | 2009/10/23
SECONDARY ACCESSION(S): PRJNA121477
REPOSITORIES: GEO
Similar Datasets
Project description:Exon-level transcriptome analysis of embryonal carcinoma (EC) and embryonic stem (ES) cell lines. To circumvent difficulties of isolating pure populations of cancer stem cells for the purpose of identifying malignancy-specific gene expression, we have compared exon-resolution transcriptomic profiles of five embryonal carcinoma (EC) cell lines, a histological subtype of germ cell tumour, to their non-malignant caricature, specifically six human embryonic stem (ES) cell lines. Both cell types are readily accessible, and were purified for undifferentiated cells only. We identified a set of 28 differentially expressed genes, many of which had cancer and stemness roles. Overexpression of the recently discovered pluripotency gene NR5A2 in malignant EC cells revealed an intriguing indication of how WNT-mediated dysregulation of pluripotency is involved with malignancy. At the exon-level, alternative splicing events were detected in ZNF195, DNMT3B and PMF1, and alternative promoters were detected for ASH2L and ETV5. These events were validated by RT-PCR-based methods in EC and ES lines, and further explored within a series of 25 primary tumours, where the alternative splicing event in the de novo DNA methyltransferase DNMT3B may have functional consequences. In conclusion, we have identified malignancy-specific gene expression differences within a rigorous pluripotent stem cell context. These findings are of particular interest for both germ cell tumour and ES cell biology, and in general to the concept of cancer stem cells. 5 EC and 6 ES cell lines gown on plastic and feeders respectively were sorted for the pluripotency marker SSEA3, then profiled on the Affymetrix Human Exon 1.0 ST platform. 3 additional EC lines grown on feeders and ES medium were also profiled in the same way. Data was analyzed using Qlucore (PCA), XRAY and limma (gene- and exon-level expression differences) and SAM (two-class pair-wise Significance of Microarrays).
2015-01-01 | E-GEOD-34855 | biostudies-arrayexpress
Project description:Chavez2009 - a core regulatory network of OCT4 in human embryonic stem cells
A core OCT4-regulated network has been identified as a test case, to analyase stem cell characteristics and cellular differentiation.
This model is described in the article:
In silico identification of a core regulatory network of OCT4 in human embryonic stem cells using an integrated approach.
Chavez L, Bais AS, Vingron M, Lehrach H, Adjaye J, Herwig R
BMC Genomics, 2009, 10:314
Abstract:
BACKGROUND: The transcription factor OCT4 is highly expressed in pluripotent embryonic stem cells which are derived from the inner cell mass of mammalian blastocysts. Pluripotency and self renewal are controlled by a transcription regulatory network governed by the transcription factors OCT4, SOX2 and NANOG. Recent studies on reprogramming somatic cells to induced pluripotent stem cells highlight OCT4 as a key regulator of pluripotency.
RESULTS: We have carried out an integrated analysis of high-throughput data (ChIP-on-chip and RNAi experiments along with promoter sequence analysis of putative target genes) and identified a core OCT4 regulatory network in human embryonic stem cells consisting of 33 target genes. Enrichment analysis with these target genes revealed that this integrative analysis increases the functional information content by factors of 1.3 - 4.7 compared to the individual studies. In order to identify potential regulatory co-factors of OCT4, we performed a de novo motif analysis. In addition to known validated OCT4 motifs we obtained binding sites similar to motifs recognized by further regulators of pluripotency and development; e.g. the heterodimer of the transcription factors C-MYC and MAX, a prerequisite for C-MYC transcriptional activity that leads to cell growth and proliferation.
CONCLUSION: Our analysis shows how heterogeneous functional information can be integrated in order to reconstruct gene regulatory networks. As a test case we identified a core OCT4-regulated network that is important for the analysis of stem cell characteristics and cellular differentiation. Functional information is largely enriched using different experimental results. The de novo motif discovery identified well-known regulators closely connected to the OCT4 network as well as potential new regulators of pluripotency and differentiation. These results provide the basis for further targeted functional studies.
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2005-01-01 | MODEL1305010000 | BioModels
Project description:Here we perfomed the Teratoma assay for a normal human embryonic stem cell line (H9(+Dox)), a human embryonic stem cell line with a mesendodermal differentiation bias (H9Hyb), a normal human induced pluripotent stem cell line (LU07), a human induced pluripotent stem cell line with reactivated transgenes (LU07+Dox) and a human embryonal carcinoma cell line (EC) and anayzed their gene expression. The ability to form teratomas in vivo containing multiple somatic cell types is regarded as functional evidence of pluripotency for human pluripotent stem cells (hPSCs). Since the Teratoma assay is animal-dependent, laborious and only qualitative, the PluriTest and the hPSC ScoreCard assay have been developed as in vitro alternatives. Here we compared normal hPSCs, induced hPSCs (hiPSCs) with reactivated reprogramming transgenes and human embryonal carcinoma (hEC) cells in these assays. While normal hPSCs gave rise to typical teratomas, the xenografts of the hEC cells and the hiPSCs with reactivated reprogramming transgenes were largely undifferentiated and malignant. The hPSC ScoreCard assay confirmed the line-specific differentiation propensities in vitro. However, when undifferentiated cells were analysed with PluriTest only hEC cells were identified as abnormal whereas all other cell lines were indistinguishable and resembled normal hPSCs. Our results indicate that pluripotency assays are best selected on the basis of intended downstream applications.
2017-02-24 | GSE95285 | GEO
Project description:Exon-level transcriptome analysis of embryonal carcinoma (EC) and embryonic stem (ES) cell lines. To circumvent difficulties of isolating pure populations of cancer stem cells for the purpose of identifying malignancy-specific gene expression, we have compared exon-resolution transcriptomic profiles of five embryonal carcinoma (EC) cell lines, a histological subtype of germ cell tumour, to their non-malignant caricature, specifically six human embryonic stem (ES) cell lines. Both cell types are readily accessible, and were purified for undifferentiated cells only. We identified a set of 28 differentially expressed genes, many of which had cancer and stemness roles. Overexpression of the recently discovered pluripotency gene NR5A2 in malignant EC cells revealed an intriguing indication of how WNT-mediated dysregulation of pluripotency is involved with malignancy. At the exon-level, alternative splicing events were detected in ZNF195, DNMT3B and PMF1, and alternative promoters were detected for ASH2L and ETV5. These events were validated by RT-PCR-based methods in EC and ES lines, and further explored within a series of 25 primary tumours, where the alternative splicing event in the de novo DNA methyltransferase DNMT3B may have functional consequences. In conclusion, we have identified malignancy-specific gene expression differences within a rigorous pluripotent stem cell context. These findings are of particular interest for both germ cell tumour and ES cell biology, and in general to the concept of cancer stem cells.
2015-01-01 | GSE34855 | GEO
Project description:Here we analyzed undifferentiated cells and perfomed the Teratoma assay for a normal human embryonic stem cell line (H9(+Dox)), a human embryonic stem cell line with a mesendodermal differentiation bias (H9Hyb), a normal human induced pluripotent stem cell line (LU07), a human induced pluripotent stem cell line with reactivated transgenes (LU07+Dox) and a human embryonal carcinoma cell line (EC). The ability to form teratomas in vivo containing multiple somatic cell types is regarded as functional evidence of pluripotency for human pluripotent stem cells (hPSCs). Since the Teratoma assay is animal-dependent, laborious and only qualitative, the PluriTest and the hPSC ScoreCard assay have been developed as in vitro alternatives. Here we compared normal hPSCs, induced hPSCs (hiPSCs) with reactivated reprogramming transgenes and human embryonal carcinoma (hEC) cells in these assays. While normal hPSCs gave rise to typical teratomas, the xenografts of the hEC cells and the hiPSCs with reactivated reprogramming transgenes were largely undifferentiated and malignant. The hPSC ScoreCard assay confirmed the line-specific differentiation propensities in vitro. However, when undifferentiated cells were analysed with PluriTest only hEC cells were identified as abnormal whereas all other cell lines were indistinguishable and resembled normal hPSCs. Our results indicate that pluripotency assays are best selected on the basis of intended downstream applications.
2017-02-24 | GSE95284 | GEO
Project description:Expression data of embryonal carcinoma (EC) cells derived pluripotent stem cells
| PRJNA121477 | ENA
Project description:Comparison between EC and non-EC after EC purification in kidney and lung.
2010-06-05 | E-GEOD-711 | biostudies-arrayexpress
Project description:Pluripotent stem cells are defined by their self-renewal capacity, which is the ability of the stem cells to proliferate indefinitely while maintaining the pluripotent identity essential for their ability to differentiate into any somatic cell lineage. However, understanding the mechanisms that control stem cell fitness versus the pluripotent cell identity is challenging. To investigate the interplay between these two aspects of pluripotency, we performed four parallel genome-scale CRISPR-Cas9 loss-of-function screens interrogating stem cell fitness in hPSC self-renewal conditions, and the dissolution of the primed pluripotency identity during early differentiation. Comparative analyses led to the discovery of genes with distinct roles in pluripotency regulation, including mitochondrial and metabolism regulators crucial for stem cell fitness, and chromatin regulators that control pluripotent identity during early differentiation. We further discovered a core set of factors that control both stem cell fitness and pluripotent identity, including a network of chromatin factors that safeguard pluripotency. Our unbiased and systematic screening and comparative analyses disentangle two interconnected aspects of pluripotency, provide rich datasets for exploring pluripotent cell identity versus cell fitness, and offer a valuable model for categorizing gene function in broad biological contexts.
2024-09-05 | PXD055592 | Pride
Project description:Comparison among ES, EC, TS, NS, differentiated neural cells derived from NS and placenta in addition to ES-N2B27 neural induction. Comparison among ES, EC, TS, NS, differentiated neural cells derived from NS and placenta in addition to ES-N2B27 neural induction.
2010-06-11 | E-GEOD-4077 | biostudies-arrayexpress
Project description:Comparison between EC and non-EC after EC purification in kidney and lung. Keywords: other
2003-10-08 | GSE711 | GEO