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Illumina gene expression beadchips of human ES cell lines

ABSTRACT: Publication title: Distinct DNA methylation patterns characterize differentiated human embryonic stem cells and developing human fetal liver To investigate the role of DNA methylation during human development, we developed Methyl-seq, a method that assays DNA methylation at more than 90,000 regions throughout the genome. Performing Methyl-seq on human embryonic stem cells (hESCs), their derivatives and human tissues allowed us to identify several trends during hESC and in vivo liver differentiation. First, differentiation results in DNA methylation changes at a minimal number of assayed regions, both in vitro and in vivo (2-11%). Second, in vitro hESC differentiation is characterized by both de novo methylation and demethylation, whereas in vivo fetal liver development is characterized predominantly by demethylation. Third, hESC differentiation is uniquely characterized by methylation changes specifically at H3K27me3-occupied regions, bivalent domains and low-density CpG promoters (LCPs) suggesting that these regions are more likely to be involved in transcriptional regulation during hESC differentiation. Although both H3K27me3-occupied domains and LCPs are also regions of high variability in DNA methylation state during human liver development, these regions become highly unmethylated, which is a distinct trend from that observed in hESCs. Taken together, our results indicate that hESC differentiation has a unique DNA methylation signature that may not be indicative of in vivo differentiation. Keywords: Methyl-seq, hESC differentiation For data usage terms and conditions, please refer to http://www.genome.gov/27528022 and http://www.genome.gov/Pages/Research/ENCODE/ENCODEDataReleasePolicyFinal2008.pdf Illumina gene expression beadchips of human ES cell lines, ES-derived cells, and normal liver (15 samples).

ORGANISM(S): Homo sapiens

SUBMITTER: Rami Rauch

PROVIDER: E-GEOD-29070 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Distinct DNA methylation patterns characterize differentiated human embryonic stem cells and developing human fetal liver.

Brunner Alayne L AL Johnson David S DS Kim Si Wan SW Valouev Anton A Reddy Timothy E TE Neff Norma F NF Anton Elizabeth E Medina Catherine C Nguyen Loan L Chiao Eric E Oyolu Chuba B CB Schroth Gary P GP Absher Devin M DM Baker Julie C JC Myers Richard M RM

Genome research 20090309 6

To investigate the role of DNA methylation during human development, we developed Methyl-seq, a method that assays DNA methylation at more than 90,000 regions throughout the genome. Performing Methyl-seq on human embryonic stem cells (hESCs), their derivatives, and human tissues allowed us to identify several trends during hESC and in vivo liver differentiation. First, differentiation results in DNA methylation changes at a minimal number of assayed regions, both in vitro and in vivo (2%-11%). S ...[more]

PMID: 19273619

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Project description:The realization of human embryonic stem cells (hESC) as a model for human developmental hematopoiesis and potential cell replacement strategies relies on an improved understanding of the extrinsic and intrinsic factors regulating hematopoietic-specific hESC differentiation. Mesenchymal stem cells (hMSCs) are multipotent cells of mesodermal origin that form part of hematopoietic stem cell niches and have an important role in the regulation of hematopoiesis through production of secreted factors and/or cell-to-cell interactions. We have previously shown that hESCs may be successfully maintained feeder-free using hMSC-conditioned media (MSC-CM). Here, we hypothesized that hESCs maintained in MSC-CM may be more prone to differentiation towards hematopoietic lineage than hESCs grown in standard human foreskin fibroblast (HFF)-conditioned media (HFF-CM). We report that specification into hemogenic progenitors and subsequent hematopoietic differentiation and clonogenic progenitor capacity is robustly enhanced in hESC lines maintained in MSC-CM. Interestingly, co-culture of hESCs on hMSCs fully abrogates hematopoietic specification of hESCs suggesting that the improved hematopoietic differentiation is mediated by MSC-secreted factors rather than by MSC-hESC physical interactions. To investigate the molecular mechanism involved in this process, we analyzed global (LINE-1) methylation and genome-wide promoter DNA methylation. Human ESCs grown in MSC-CM showed a decrease of 20% in global DNA methylation and a promoter DNA methylation signature consisting in 45 genes commonly hypomethylated and 102 genes frequently hypermethylated. Our data indicate that maintenance of hESCs in MSC-CM robustly augments hematopoietic specification and that the process seems mediated by MSC-secreted factors conferring a DNA methylation signature to undifferentiated hESCs which may influence further predisposition towards hematopoietic specification. Total DNA isolated by standard procedures from human embryonic stem cells (hESC) cultured in different conditioned media

Project description:This data was generated by ENCODE. If you have questions about the data, contact the submitting laboratory directly (Florencia Pauli mailto:fpauli@hudsonalpha.org). If you have questions about the Genome Browser track associated with this data, contact ENCODE (mailto:genome@soe.ucsc.edu). This track shows average methylation status in CpG islands. In general, methylation of CpG sites within a promoter causes silencing of the gene associated with that promoter For data usage terms and conditions, please refer to http://www.genome.gov/27528022 and http://www.genome.gov/Pages/Research/ENCODE/ENCODEDataReleasePolicyFinal2008.pdf CpG regions were assayed via Methyl-seq, a method developed in the Myers laboratory to measure the methylation status at CpGs throughout the genome. It combines DNA digestion by a methyl-sensitive enzyme HpaII and its methyl-insensitive isoschizomer MspI with the Illumina DNA sequencing platform. The method was first applied in a collaboration with the laboratory of Dr. Julie Baker at Stanford University to study methylation and gene expression changes that occur in human embryonic stem cells before and after differentiation to definitive endoderm. A paper describing the results as well as the method has been submitted for publication [1]. This study profiled genomic DNA and mRNA samples derived from two human embryonic stem cell lines: H9 and BG02. These cells were differentiated into definitive endoderm, embryoid bodies, embryoid body-derived cells, and AFP+ (alpha-fetoprotein positive) hepatocytes. These in vitro samples were profiled with Methyl-seq and compared them with normal tissue samples from 11-week and 24-week fetal liver and adult liver. Methyl-seq assays more than 250,000 methyl-sensitive restriction enzyme cleavage sites, representing more than 90,000 genomic regions. These regions include 35,528 annotated CpG islands, while the remaining 55,084 non-CpG island regions are distributed across the genome in promoters, genes, and intergenic regions. Sequence tags present in MspI libraries but not in HpaII libraries are derived from methylated regions. Conversely, sequence tags that occur in HpaII libraries come from at least partially unmethylated regions. In vitro differentiation: Definitive endoderm precursor cells were generated from H9 hES cells by treating them with activin A. Embryoid bodies (EBs) were generated by growing undifferentitated H9 and BG02 hESCs in suspension. EB-derived cells were obtained by plating clumps of the cells from the EBs. AFP+ fetal hepatocytes were derived from EBs by plating EB cells with FgF, followed by fluorescence activated cell sorting (FACS) to isolate cells expressing the green fluorescent protein (GFP) reporter gene driven from the AFP promoter. Isolation of genomic DNA: Genomic DNA is isolated from biological replicates of each cell line by using the QIAGEN DNeasy Blood & Tissue Kit according to the instructions provided by the manufacturer. DNA concentrations and a level of quality of each preparation is determined by UV absorbance. HpaII and MspI digestions: Cleavage of DNA by restriction endonuclease HpaII is prevented by the presence of a 5-methyl group at the internal C residue of its recognition sequence CCGG. MspI, an isoschizomer of HpaII, cleaves DNA irrespective of the presence of a methyl group at this position. For the MspI library, 5 µg genomic DNA was digested in a 100 µl reaction with 1X NEB Buffer2 and 20 units MspI restriction enzyme and incubated for 18 hr at 37°C. For the HpaII library, 5 µg genomic DNA was digested in a 100 µl reaction with 1X NEB Buffer1 and 20 units HpaII restriction enzyme and incubated for 18 hr at 37°C. Note that in subsequent versions of the Methyl-seq protocol, which will be described later, much lower amounts of genomic DNA were used (1 µg and potentially lower). DNA library construction and sequencing: High-throughput sequencing libraries were generated from DNA fragments of the HpaII or MspI digested genomic DNA according to the protocol posted at the website: http://myers.hudsonalpha.org/content/protocols.html. This approach was recently modified by removing the first PCR amplification step, just prior to the gel electrophoresis size-selection step, which was found to reduce a fragment-size bias in the sequencing libraries. These libraries were sequenced with an Illumina Genome Analyzer (GA2) according to the manufacturer's recommendations. Data analysis: For this analyis, reads that align to human genome sequence version hg19 and contain the 5'-CGG-3' HpaII-cut signature on their 5' end were used. These aligned sequence reads were mapped to CCGG sites predicted in silico on hg19. Sites with four or more Msp1 tags occurring in either the forward or reverse direction were retained for analysis. These "assayable" sites were then grouped with neighboring sites that are within 35-75 bp of each other. Thus, a "region" can be comprised of between 2 and 18 digestion sites that are each within 35-75 bp of another site. Methylated and non-methylated calls were made by using HpaII tag data from all assayable cut sites. For each site across each region, the larger of either the forward read count or reverse read count was used. Regions that have an average of 0 or 1 read per cut site are called methylated, and regions with more than one sequence read per site are called unmethylated.

Dataset Information

Illumina gene expression beadchips of human ES cell lines

Publications

Distinct DNA methylation patterns characterize differentiated human embryonic stem cells and developing human fetal liver.

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