Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Identification of DNA Methylation Markers for Lineage Commitment of in vitro Hepatogenesis [mRNA profiling]

ABSTRACT: Hepatocytes that have differentiated from human embryonic stem cells have great potential for the treatment of liver disease as well as for drug testing. Moreover, in vitro hepatogenesis is a powerful model system for studying the molecular mechanisms underlying liver development. DNA methylation is an important epigenetic mechanism that influences differential gene expression during embryonic development. We profiled gene expression and DNA methylation of three cell states of in vitro hepatogenesis—human embryonic stem cells, endoderm progenitors, and mature hepatocytes—using microarray analysis. Among 525 state-specific expressed genes, 67 showed significant negative correlation between gene expression and DNA methylation. State-specific expression and methylation of target genes were validated by quantitative reverse transcription–PCR and pyrosequencing, respectively. To elucidate genome-scale methylation changes beyond the promoter, we also performed high-throughput sequencing of methylated DNA captured by MBD2 protein [see SRA link below]. We found dynamic methylation changes in intergenic regions of the human genome during differentiation. Conclusion: This study provides valuable methylation markers for the lineage commitment of in vitro hepatogenesis and should help elucidate the molecular mechanisms underlying stem cell differentiation and liver development. ES, EP, and MH expression assays were run in quadruplicate. RNA isolated from the cell line at the indicated time points was used for gene expression analysis using the Human-6 Whole-Genome Expression BeadChip (Illumina, San Diego, CA), which generates expression profiles for more than 46,000 human transcripts. Biotin-labeled cRNA was produced using a linear amplification kit (Ambion, Austin, TX) using 300 ng of quality-checked total RNA as input. Chip hybridizations, washing, Cy3-streptavidin staining, and scanning were performed on a BeadArray Reader (Illumina) platform using reagents and following protocols supplied by the manufacturer. The detection score was used to determine expression

ORGANISM(S): Homo sapiens

SUBMITTER: Mirang Kim

PROVIDER: E-GEOD-25046 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Identification of DNA methylation markers for lineage commitment of in vitro hepatogenesis.

Kim Mirang M Kang Tae-Wook TW Lee Han-Chul HC Han Yong-Mahn YM Kim Hyemin H Shin Hyoung Doo HD Cheong Hyun Sub HS Lee Daeyoup D Kim Seon-Young SY Kim Yong Sung YS

Human molecular genetics 20110419 14

Hepatocytes that have differentiated from human embryonic stem cells (hESCs) have great potential for the treatment of liver disease as well as for drug testing. Moreover, in vitro hepatogenesis is a powerful model system for studying the molecular mechanisms underlying liver development. DNA methylation is an important epigenetic mechanism that influences differential gene expression during embryonic development. We profiled gene expression and DNA methylation of three cell states of in vitro h ...[more]

PMID: 21505074

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Project description:Hepatocytes that have differentiated from human embryonic stem cells have great potential for the treatment of liver disease as well as for drug testing. Moreover, in vitro hepatogenesis is a powerful model system for studying the molecular mechanisms underlying liver development. DNA methylation is an important epigenetic mechanism that influences differential gene expression during embryonic development. We profiled gene expression and DNA methylation of three cell states of in vitro hepatogenesis—human embryonic stem cells, endoderm progenitors, and mature hepatocytes—using microarray analysis. Among 525 state-specific expressed genes, 67 showed significant negative correlation between gene expression and DNA methylation. State-specific expression and methylation of target genes were validated by quantitative reverse transcription–PCR and pyrosequencing, respectively. To elucidate genome-scale methylation changes beyond the promoter, we also performed high-throughput sequencing of methylated DNA captured by MBD2 protein [see SRA link below]. We found dynamic methylation changes in intergenic regions of the human genome during differentiation. Conclusion: This study provides valuable methylation markers for the lineage commitment of in vitro hepatogenesis and should help elucidate the molecular mechanisms underlying stem cell differentiation and liver development. ES, EP, and MH methylation assays were run in triplicate. Genomic DNA (1 µg) from each sample was bisulfite converted using the EZ DNA methylation kit (Zymo Research, Orange, CA), and 200 ng of the converted DNA was used for amplification. Amplified DNA was hybridized to the Infinium HumanMethylation27 BeadChip (Illumina), which analyzes the methylation status of 27,578 CpG sites selected from more than 14,495 well-annotated genes. The arrays were imaged using the BeadArray Reader, and image processing and extraction of intensity data were performed according to Illumina’s instructions. Each methylation signal was used to compute the β value, which is a quantitative measure of DNA methylation ranging from 0 (for completely unmethylated cytosines) to 1 (for completely methylated cytosines).

Project description:Studies in mice have shown that PPARalpha is an important regulator of hepatic lipid metabolism and the acute phase response. However, little information is available on the role of PPARalpha in human liver. Here we set out to compare the function of PPARalpha in mouse and human hepatocytes via analysis of target gene regulation. Primary hepatocytes from 6 human and 6 mouse donors were treated with PPARalpha agonist Wy14643 and gene expression profiling was performed using Affymetrix GeneChips followed by a systems biology analysis. Baseline PPARalpha expression was similar in human and mouse hepatocytes. Depending on species and time of exposure, Wy14643 significantly induced the expression of 362-672 genes. Surprisingly minor overlap was observed between the Wy14643-regulated genes from mouse and human, although more substantial overlap was observed at the pathway level. Xenobiotics metabolism and apolipoprotein synthesis were specifically regulated by PPARalpha in human hepatocytes, whereas glycolysis-gluconeogenesis was regulated specifically in mouse hepatocytes. Most of the genes commonly regulated in mouse and human were involved in lipid metabolism and many represented known PPARalpha targets, including CPT1A, HMGCS2, FABP, ACSL, and ADFP. Several genes were identified that were specifically induced by PPARalpha in human (MBL2, ALAS1, CYP1A1, TSKU) or mouse (Fbp2, lgals4, Cd36, Ucp2, Pxmp4). Furthermore, several putative novel PPARalpha targets were identified that were commonly regulated in both species, including CREB3L3, KLF10, KLF11 and MAP3K8. Our results suggest that PPARalpha activation has a major impact on gene regulation in human hepatocytes. Importantly, the role of PPARalpha as master regulator of hepatic lipid metabolism is generally well-conserved between mouse and human. Overall, however, PPARalpha regulates a mostly divergent set of genes in mouse and human hepatocytes. Experiment Overall Design: Primary hepatocytes from 6 human subjects were treated with the PPARalpha agonist Wy14643 for 6 and 24 hours, and gene expression profiling was performed using Affymetrix GeneChips. Human hepatocytes and Hepatocyte Culture Medium Bulletkit were purchased from Lonza Bioscience (Verviers, Belgium). Primary hepatocytes were isolated from surgical liver biopsies obtained from six individual donors who underwent surgery after informed consent was obtained for surgery with subsequent use of samples in experiments. Hepatocytes were isolated with two-step collagenase perfusion method and the viability of the cells was over 80%. Cells were plated on collagen-coated six-well plates and filled with maintenance medium. Upon arrival of the cells, the medium was discarded and was replaced by Hepatocyte Culture Medium (HCM) with additives. The additives included Gentamicin sulphate/Amphotercin-B, Bovine serum albumin (Fatty acid free), Transferrin, Ascorbic acid, Insulin, Epidermal growth factor, Hydrocortisone hemisuccinate. The next day, cells were incubated in fresh medium in the presence or absence of Wy14643 (50 microM) dissolved in DMSO for 6 and 24 hours, followed by RNA isolation.

Dataset Information

Identification of DNA Methylation Markers for Lineage Commitment of in vitro Hepatogenesis [mRNA profiling]

Publications

Identification of DNA methylation markers for lineage commitment of in vitro hepatogenesis.

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