Integrated transcriptome and binding sites analysis implicates E2F in the regulation of self-renewal in human pluripotent stem cells

Rapid cellular growth and multiplication, limited replicative senescence, calibrated sensitivity to apoptosis, and a capacity to differentiate into almost any cell type are major properties that underline the self-renewal capabilities of human pluripotent stem cells (hPSCs). We developed an integrat...

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Veröffentlicht in:PloS one 2011-11, Vol.6 (11), p.e27231-e27231
Hauptverfasser: Yeo, Hock Chuan, Beh, Thian Thian, Quek, Jovina Jia Ling, Koh, Geoffrey, Chan, Ken Kwok Keung, Lee, Dong-Yup
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container_title PloS one
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creator Yeo, Hock Chuan
Beh, Thian Thian
Quek, Jovina Jia Ling
Koh, Geoffrey
Chan, Ken Kwok Keung
Lee, Dong-Yup
description Rapid cellular growth and multiplication, limited replicative senescence, calibrated sensitivity to apoptosis, and a capacity to differentiate into almost any cell type are major properties that underline the self-renewal capabilities of human pluripotent stem cells (hPSCs). We developed an integrated bioinformatics pipeline to understand the gene regulation and functions involved in maintaining such self-renewal properties of hPSCs compared to matched fibroblasts. An initial genome-wide screening of transcription factor activity using in silico binding-site and gene expression microarray data newly identified E2F as one of major candidate factors, revealing their significant regulation of the transcriptome. This is underscored by an elevated level of its transcription factor activity and expression in all tested pluripotent stem cell lines. Subsequent analysis of functional gene groups demonstrated the importance of the TFs to self-renewal in the pluripotency-coupled context; E2F directly targets the global signaling (e.g. self-renewal associated WNT and FGF pathways) and metabolic network (e.g. energy generation pathways, molecular transports and fatty acid metabolism) to promote its canonical functions that are driving the self-renewal of hPSCs. In addition, we proposed a core self-renewal module of regulatory interplay between E2F and, WNT and FGF pathways in these cells. Thus, we conclude that E2F plays a significant role in influencing the self-renewal capabilities of hPSCs.
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subjects Apoptosis
Binding Sites
Bioinformatics
Biology
Biomarkers - metabolism
Blotting, Western
Cell cycle
Cell Differentiation
Cell lines
Cell Proliferation
Cell self-renewal
Cells, Cultured
DNA microarrays
E2F protein
E2F1 Transcription Factor - genetics
E2F1 Transcription Factor - metabolism
Embryonic Stem Cells - cytology
Embryonic Stem Cells - metabolism
Fatty acids
Fibroblast growth factors
Fibroblasts
Fibroblasts - cytology
Fibroblasts - metabolism
Gene expression
Gene Expression Profiling
Gene regulation
Genes
Genetic aspects
Genomes
Genomics
Growth factors
Humans
Luciferases - metabolism
Metabolism
Oligonucleotide Array Sequence Analysis
Pluripotency
Pluripotent Stem Cells - cytology
Pluripotent Stem Cells - metabolism
Proteins
Real-Time Polymerase Chain Reaction
Reverse Transcriptase Polymerase Chain Reaction
RNA, Messenger - genetics
Science
Senescence
Signal Transduction
Signaling
Stem cells
Transcription (Genetics)
Transcription factors
Wnt protein
title Integrated transcriptome and binding sites analysis implicates E2F in the regulation of self-renewal in human pluripotent stem cells
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