Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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MiRNA Expression In Maintenance and Differentiation of Human Embryonic Stem Cells

ABSTRACT: Recent advances in the study of human embryonic stem cells (hESCs) and induced-pluripotent stem cells (iPS) highlight their importance as both model systems for basic research and avenues for therapeutic applications. To gain better insight into these cells, a clearer understanding of their molecular properties is crucial. In this study, we analyze changes in the expression profile of microRNAs (miRNAs) and mRNAs in nine different, National Institutes of Health (NIH)-approved hESC lines. By examining both undifferentiated hESCs and cells exposed to an undirected differentiation scheme at early stages, we found those miRNAs and mRNAs enriched in the hESC lines, and those miRNAs and mRNAs initially regulated upon commitment. In comparing these profiles with those of an embryonal carcinoma (EC) cell line, NTera-2, we observed distinct patterns of miRNA expression in hESCs. Furthermore, we identify several new hESC-enriched miRNAs that respond rapidly to differentiation cues, in addition to miRNAs from a large cluster of hESC-enriched miRNAs located on chromosome 19, and miRNAs from the miR-302 cluster and the miR-17~92 family of clusters. We show that key miRNAs in the chromosome 19 cluster are highly enriched in hESCs in comparison to NTera-2, and might therefore serve as future diagnostic markers for stem cell capacity. Examination of changes in mRNA expression during early commitment further reveals that many differentiation-regulated genes are possible candidates for regulation by these hESC-enriched miRNAs. A set of 9 different NIH-approved hESC lines were treated with conditions to promote either maintenance of an undifferentiated state (mouse embryonic fibroblast- conditioned media) or undirected differentiation of the hESCs into various cell lineages (DMEM + 20% FBS). RNA was harvested from the cells and subjected to miRNA microarray analysis. An embryonal carcinma cell line, NTera-2, which shows similar growth characteristics to hESCs was used an additional comparative sample. Additionally, human placental RNA samples were used as internal controls for miRNA microarray slide (Agilent Technologies). The miRNA expression data was used to analyze differential miRNA expression in each specific cell line, as well as large-scale comparisons of the undifferentiated and differentiated hESC lines.

ORGANISM(S): Homo sapiens

SUBMITTER: Sunny Song

PROVIDER: E-GEOD-14473 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:We show that high quality microarray gene expression profiles can be obtained following FACS sorting of cells using combinations of transcription factors. We use this transcription factor FACS (tfFACS) methodology to perform a genomic analysis of hESC-derived endodermal lineages marked by combinations of SOX17, GATA4, and CXCR4, and find that triple positive cells have a much stronger definitive endoderm signature than other combinations of these markers. Additionally, SOX17+GATA4+ cells can be obtained at a much earlier stage of differentiation, prior to expression of CXCR4+ cells, providing an important new tool to isolate this earlier definitive endoderm subtype. Overall, tfFACS represents an advancement in FACS technology which broadly crosses multiple disciplines, most notably in regenerative medicine to redefine cellular populations. 21 Total samples were analyzed. Samples collected after 5 days of hESC differentiation included SOX17+GATA4+ CXCR4+ cells, unfixed CXCR4+ cells, and unsorted fixed cells. Samples collected after 3 days of differentiation included SOX17+GATA4+ cells, SOX17-GATA- cells, and unsorted fixed cells. As controls, we analyzed both unfixed hESCs and fixed hESCs. All samples contained biological duplicates, triplicates or quadriplicates. We performed hierarchical clustering to demonstrate whether cellular fixation alone could change gene expression. We based this analysis on 1647 transcript clusters with coefficient of variation > 0.5 across the samples and expression values >= 500 in at least 2 out of the 21 samples. We found that fixation and staining steps did not cause distortions in gene expression measurements. This is supported by the fact that fixed and unfixed cells cluster together based upon differentiation stage, not based upon degree of fixation. Furthermore, using GSEA analysis, we found that the SOX17+GATA4+CXCR4+ day 5 cells and day 3 SOX17+GATA4+ were more enriched for compiled gold-standard endodermal genes than the CXCR4+ day 5 population.

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MiRNA Expression In Maintenance and Differentiation of Human Embryonic Stem Cells

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