SALL3 regulates propensity of human induced pluripotent stem cells to differentiate into distinct cell lineages [ChIP-Seq]
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE104863 | GEO | 2019/03/12
REPOSITORIES: GEO
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Project description:The expression of SALL3 in hiPSCs correlated positively with ectoderm differentiation capacity and negatively with mesoderm/endoderm differentiation capacity. We investigated reference gene expression in human iduced pluripotent stem cells infected shRNA to SALL3.
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Project description:SALL3 regulates propensity of human induced pluripotent stem cells to differentiate into distinct cell lineages
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Project description:SALL3 regulates propensity of human induced pluripotent stem cells to differentiate into distinct cell lineages [Affymetrix]
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Project description:SALL3 regulates propensity of human induced pluripotent stem cells to differentiate into distinct cell lineages [ChIP-Seq]
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Project description:This SuperSeries is composed of the SubSeries listed below.
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Project description:Human induced pluripotent stem cells (hiPSCs) are useful as a tool for reproducing neural development in vitro. However, each hiPSC line has a different ability to differentiate into specific lineages, as known as differentiation propensity, resulting in reduced reproducibility and increased time and cost requirements for research use. To overcome this issue, we searched for predictive signatures of neural differentiation propensity of hiPSCs using DNA methylation which is the main modulator of cellular properties. We obtained 32 lines of hiPSC and its comprehensive DNA methylation data by Infinium MethylationEPIC beadchip. To assess the neural differentiation efficiency of these hiPSCs, we measured the percentage of PAX6-positive cells on day 7 of neural stem cell induction by the dual-SMAD inhibition protocol. Using DNA methylation data of undifferentiated hiPSCs and their measured differentiation efficiency into neural stem cells as the set of data, and HSIC Lasso, a machine learning-based nonlinear feature selection method, we attemted to identify neural differentiation associated differentially methylated sites. Epigenome-wide unsupervised clustering could not distinguish between hiPSCs with varying differentiation efficiency. On the other hand, HSIC Lasso identified 62 probes that can explain the neural differentiation efficiency of hiPSCs. Selected features by HSIC Lasso were particularly enriched within the 3 Mbp on chromosome 5, harboring the IRX2, C5orf38, and IRX1 genes. Within this region, DNA methylation rates were correlated with neural differentiation efficiency particular to female hiPSCs and negatively correlated with gene expression of the IRX1/2 genes. In addition, forced expression of the IRX1/2 genes impaired the neural differentiation ability of hiPSCs. We have shown for the first time that DNA methylation state on the IRX1/2 genes of hiPSCs is predictive biomarker of their ability for neural differentiation. The predictive markers for neural differentiation efficiency identified in this study can be useful for selection of suitable undifferetiated hiPSCs prior to differentiation induction.
2022-09-24 | GSE214021 | GEO
Project description:Targeted differentiation of human induced pluripotent stem cells (hiPSCs) using only chemicals is proclaimed to have value-added clinical potential in the regeneration of complex cell types like cardiomyocytes. Despite the availability of several small molecule inhibitors capable of modulating specific receptor-ligand interaction or enzymatic activity, no bioactive synthetic DNA-binding inhibitor targeting key cell fate-controlling gene like SOX2 is available yet. Herein, we demonstrate a novel DNA-based chemical approach to guide hiPSCs differentiation using pyrrole-imidazole polyamides (PIPs), which are sequence-selective DNA-binding synthetic molecules. Harnessing the knowledge about key transcriptional changes associated with cardiomyocyte induction, we developed a PIP termed SOX-L targeting 5′-CTTTGTT-3′ sequence and demonstrate the inhibition of SOX2-DNA interaction and mesoderm induction of hiPSCs. Genome-wide gene analyses revealed that SOX-L remarkably specified cardiac mesoderm by triggering targeted alteration in SOX2-associated gene regulatory networks. Also, employment of SOX-L along with a Wnt inhibitor successfully generated spontaneously contracting cardiomyocytes to validate our concept that DNA-binding inhibitors like PIPs could be used for directed differentiation of hiPSCs. Because PIPs could be fine-tuned to target specific DNA sequences, our DNA-based approach could be expanded to directly target and distinctively regulate key transcription factor associated with the desired cell type.
2017-08-01 | GSE97621 | GEO
Project description:Human induced pluripotent stem cells (hiPSCs) are useful as a tool for reproducing neural development in vitro. However, each hiPSC line has a different ability to differentiate into specific lineages, as known as differentiation propensity, resulting in reduced reproducibility and increased time and cost requirements for research use. To overcome this issue, we searched for predictive signatures of neural differentiation propensity of hiPSCs using DNA methylation which is the main modulator of cellular properties. We obtained 32 lines of hiPSC and its comprehensive DNA methylation data by Infinium MethylationEPIC beadchip. To assess the neural differentiation efficiency of these hiPSCs, we measured the percentage of PAX6-positive cells on day 7 of neural stem cell induction by the dual-SMAD inhibition protocol. Using DNA methylation data of undifferentiated hiPSCs and their measured differentiation efficiency into neural stem cells as the set of data, and HSIC Lasso, a machine learning-based nonlinear feature selection method, we attemted to identify neural differentiation associated differentially methylated sites. Epigenome-wide unsupervised clustering could not distinguish between hiPSCs with varying differentiation efficiency. On the other hand, HSIC Lasso identified 62 probes that can explain the neural differentiation efficiency of hiPSCs. Selected features by HSIC Lasso were particularly enriched within the 3 Mbp on chromosome 5, harboring the IRX2, C5orf38, and IRX1 genes. Within this region, DNA methylation rates were correlated with neural differentiation efficiency particular to female hiPSCs and negatively correlated with gene expression of the IRX1/2 genes. In addition, forced expression of the IRX1/2 genes impaired the neural differentiation ability of hiPSCs. We have shown for the first time that DNA methylation state on the IRX1/2 genes of hiPSCs is predictive biomarker of their ability for neural differentiation. The predictive markers for neural differentiation efficiency identified in this study can be useful for selection of suitable undifferetiated hiPSCs prior to differentiation induction.
2022-09-24 | GSE214020 | GEO
Project description:Lineage-specific differentiation potential varies among different human pluripotent stem cell (hPSC) lines. A stem cell bank may advice researchers on which hPSCs exhibit the highest differentiation potential for a certain lineage. In this study, we aimed at characterizing the hematopoietic differentiation potential from 14 hESC/iPSC lines through the embryoid body (hEB) differentiation system. We carried out gene expression profiling on six different hESC lines grouped according to their ability to differentiate towards hematopoietic lineage: SHEF1, AND1 and H1 were considered as good (high CD45 expression and high CFU potential), whereas H9, HS181 and VAL3 were selected as poor-blood differentiating lines (low CD45 expression and low CFU potential). Human ESC samples were collected during the exponential cell growth phase and stabilized in RNA later. 500 ng of each total RNA sample was labelled with Cy3 using the Quick-Amp Labelling kit and hybridized with the Gene Expression Hybridization kit to a Whole Human Genome Oligo Microarray (Agilent Technologies) following the Manufacturer’s instructions. Each cell line was analyzed as independent duplicates. H9 hESC line was used as the baseline.
2010-07-24 | E-GEOD-23091 | biostudies-arrayexpress
Project description:Transcription factors have been implicated in the specification and differentiation of all cells in the mammalian retina with several transcription factors controlling the development of multiple neuronal subclasses. Horizontal cells and cone photoreceptors share a particularly intimate functional relationship but have been previously thought to develop through separate and distinct intrinsic molecular processes. We demonstrate that the zinc finger transcription factor Sall3 regulates development of both S-cone photoreceptors and horizontal cells. Our data shows that loss of function of Sall3 down-regulates the horizontal cell specific transcription factor Lhx1 and subsequently causes ectopic formation of horizontal-like wide-field amacrine cells partially phenocopying Lhx1-/- mice. Additionally, horizontal cells which laminate appropriately in Sall3 knockout mice show abnormal horizontal cell gene expression and failures in dendritic arborization. Over-expression of Sall3 also partially re-specifies cells to a horizontal-like wide-field amacrine fate. Intriguingly, Sall3 loss of function experiments also generated a massive reduction in the number of S-cone photoreceptors with remaining S-cones showing deficiencies in S-cone gene expression and morphology. Conversely, over-expression of Sall3 resulted in the ectopic expression of the S-cone specific genes S-opsin (Sop) and cone arrestin (Arr3) in electroporated cells. Our studies reveal that Sall3 regulates aspects of horizontal cell development in two ways: first, by maintaining Lhx1 expression, and second, by directly regulating expression of horizontal cell specific genes. We also show that Sall3 is an essential regulator of S-cone development in the mammalian retina and a potent activator of Sop and Arr3. Sall3 wild-type and knockout retinas used for explant cultures were extracted by microdissection at P0 in sterile PBS. Four cuts were made using micro-dissection scissors and the retinas were transferred to Nucleopore Track-Etch membrane filters (Whatman) and the tissue flattened out evenly. Filters were then floated on DMEM/F12, 10% FBS, 1X penicillin/streptomycin in 12 well plates and incubated at 37oC, 5% CO2 for 7 days. Three retinas (Sall3 knockout or wild-type) were pooled and RNA extracted using the Qiagen RNeasy kit. This was performed in triplicate for both wild-type and Sall3 knockouts retinas. A total of three replicates of Sall3 knockout and Sall3 wild-type RNA were analysed (six total samples).
2011-09-09 | E-GEOD-24083 | biostudies-arrayexpress