Project description:The identified stromal factors SDF1alpha, sFRP1 and VEGFD induce dopaminergic neuron differentiation of human pluripotent stem cells. Human embryonic stem cell (hESC)-derived dopaminergic (DA) neurons are potentially useful for treating Parkinson’s disease (PD) through cell replacement therapy. Generation of DA neurons from hESCs has been achieved by co-culture with the stromal cell line PA6, a source of stromal cell-derived inducing activity (SDIA). However, the factor(s) produced by stromal cells that constitute SDIA is unknown. We previously reported that medium conditioned by PA6 cells can generate functional DA neurons in the human embryonal carcinoma stem cell line, NTera2. Here we further examined the effects of PA6-conditioned medium and found that it can induce DA neuronal differentiation in both the NTera2 cell line and the hESC line, I6. To identify the factor(s) responsible for SDIA, we used large-scale microarray analysis of gene expression combined with proteomic analysis of PA6-conditioned medium. Four candidate factors (hepatocyte growth factor (HGF), stromal cell-derived factor-1 alpha (SDF1alpha), secreted frizzled-related protein 1 (sFRP1) and vascular endothelial growth factor D (VEGFD)) were identified and immunoaffinity capillary electrophoresis (ICE) was used to establish the protein concentration of these factors in conditioned medium. Upon addition of SDF1alpha, sFRP1, and VEGFD, we observed an increase in the number of tyrosine hydroxylase- and TuJ1- positive cells in both the NTera2 and I6 cell lines. These results indicate that SDF1alpha, sFRP1 and VEGF-D are major components of SDIA, and suggest the potential use of these defined factors to elicit dopaminergic differentiation of pluripotent stem cells as a therapeutic intervention in PD. Mouse embryonic fibroblasts were grown in DMEM medium supplemented with 10% FBS; this conditioned media was used as the control. PA6, mouse stromal cells, were grown in MEM-alpha supplemented with 10% FBS; this conditioned media is known to induce differentiation in hES cells.
Project description:The identified stromal factors SDF1alpha, sFRP1 and VEGFD induce dopaminergic neuron differentiation of human pluripotent stem cells. Human embryonic stem cell (hESC)-derived dopaminergic (DA) neurons are potentially useful for treating Parkinson’s disease (PD) through cell replacement therapy. Generation of DA neurons from hESCs has been achieved by co-culture with the stromal cell line PA6, a source of stromal cell-derived inducing activity (SDIA). However, the factor(s) produced by stromal cells that constitute SDIA is unknown. We previously reported that medium conditioned by PA6 cells can generate functional DA neurons in the human embryonal carcinoma stem cell line, NTera2. Here we further examined the effects of PA6-conditioned medium and found that it can induce DA neuronal differentiation in both the NTera2 cell line and the hESC line, I6. To identify the factor(s) responsible for SDIA, we used large-scale microarray analysis of gene expression combined with proteomic analysis of PA6-conditioned medium. Four candidate factors (hepatocyte growth factor (HGF), stromal cell-derived factor-1 alpha (SDF1alpha), secreted frizzled-related protein 1 (sFRP1) and vascular endothelial growth factor D (VEGFD)) were identified and immunoaffinity capillary electrophoresis (ICE) was used to establish the protein concentration of these factors in conditioned medium. Upon addition of SDF1alpha, sFRP1, and VEGFD, we observed an increase in the number of tyrosine hydroxylase- and TuJ1- positive cells in both the NTera2 and I6 cell lines. These results indicate that SDF1alpha, sFRP1 and VEGF-D are major components of SDIA, and suggest the potential use of these defined factors to elicit dopaminergic differentiation of pluripotent stem cells as a therapeutic intervention in PD.
Project description:Identification of new small molecules that regulate the step-wise differentiation of hPSC into dopaminergic neurons population. Furthermore, the naturally occurring steroid, guggulsterone, was found to be the most effective inducer of neural stem cells into dopaminergic neurons. Total RNA extracted at different stages of neural differentiation from human pluripotent stem cells
Project description:SATB1 is a genetic master regulator in dopaminergic neurons. We try to identify the downstream regulated genes and pathways of SATB1 in human dopaminergic and CTX neurons. The RNA-Seq experiment was performed to investigate the role of the genetic master regulator SATB1 in human dopaminergic neurons in comparison to cortical neurons. We generated a human embryonic stem cell knockout clone for SATB1 and differentiated this clone into either dopaminergic or cortical neurons. Immature dopaminergic (day 30 of differentiation), mature dopaminergic (day 50 of differentiation) and mature cortical neurons (day 30 of differentiation) were subsequently subjected to RNA-Seq. We compared wild type and SATB1-KO neurons at the afore mentioned time points, to characterize the regulatory role of SATB1 in the different neuron subtypes.
Project description:In this dataset, we studied human dopaminergic neuron differenation from induced pluripotent stem cells (iPSCs). We included the gene expression data obtained from iPSCs and iPSC-derived dopaminergic neurons. This dataset is used to predict chromatin accessibility in iPSCs and iPSC-derived neurons using BIRD (Big data Regression for predicting DNase I hypersensitivity).
Project description:Chavez2009 - a core regulatory network of OCT4 in human embryonic stem cells
A core OCT4-regulated network has been identified as a test case, to analyase stem cell characteristics and cellular differentiation.
This model is described in the article:
In silico identification of a core regulatory network of OCT4 in human embryonic stem cells using an integrated approach.
Chavez L, Bais AS, Vingron M, Lehrach H, Adjaye J, Herwig R
BMC Genomics, 2009, 10:314
Abstract:
BACKGROUND: The transcription factor OCT4 is highly expressed in pluripotent embryonic stem cells which are derived from the inner cell mass of mammalian blastocysts. Pluripotency and self renewal are controlled by a transcription regulatory network governed by the transcription factors OCT4, SOX2 and NANOG. Recent studies on reprogramming somatic cells to induced pluripotent stem cells highlight OCT4 as a key regulator of pluripotency.
RESULTS: We have carried out an integrated analysis of high-throughput data (ChIP-on-chip and RNAi experiments along with promoter sequence analysis of putative target genes) and identified a core OCT4 regulatory network in human embryonic stem cells consisting of 33 target genes. Enrichment analysis with these target genes revealed that this integrative analysis increases the functional information content by factors of 1.3 - 4.7 compared to the individual studies. In order to identify potential regulatory co-factors of OCT4, we performed a de novo motif analysis. In addition to known validated OCT4 motifs we obtained binding sites similar to motifs recognized by further regulators of pluripotency and development; e.g. the heterodimer of the transcription factors C-MYC and MAX, a prerequisite for C-MYC transcriptional activity that leads to cell growth and proliferation.
CONCLUSION: Our analysis shows how heterogeneous functional information can be integrated in order to reconstruct gene regulatory networks. As a test case we identified a core OCT4-regulated network that is important for the analysis of stem cell characteristics and cellular differentiation. Functional information is largely enriched using different experimental results. The de novo motif discovery identified well-known regulators closely connected to the OCT4 network as well as potential new regulators of pluripotency and differentiation. These results provide the basis for further targeted functional studies.
This model is hosted on BioModels Database
and identified
by: MODEL1305010000
.
To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource
for published quantitative kinetic models
.
To the extent possible under law, all copyright and related or
neighbouring rights to this encoded model have been dedicated to the public
domain worldwide. Please refer to CC0 Public Domain
Dedication
for more information.
Project description:We studied human induced pluripotent stem cells (iPSCs)-derived dopaminergic (DA) neuron populations carrying CNVs of 16p11.2 duplication and 16p11.2 deletion.
Previously, healthy human iPSCs were edited using CRISPR-Cas9 method to produce isogenic lines with 16p11.2 deletion or 16p11.2 duplication. We differentiated these
isogenic iPSC lines into neural precursor cells and dopaminergic neurons and collected RNA samples for gene expression analyses with RNA sequencing. Our aim was to
identify differences in the expression of synaptic markers, neuronal differentiation markers, and neuron specific receptors that affect functionality of the neurons with 16p11.2
CNVs compared to isogenic control lines. We also studied physiological properties of these isogenic iPSC-derived DA neurons with 16p11.2 CNVs. In addition, we studied
expression and activation of a specific molecular pathway KCTD13-RHOA in the iPSC derived DA neuron populations with 16p11.2 CNVs.
Project description:We profiled chromatin accessibility and gene expression changes along the differentiation of human pluripotent stem cells to dopaminergic neurons. We integrated the epigenomic and transcriptomic profiles to infer the activity of transcription factors (TFs) and DNA regulatory regions such as enhancers and long non-coding RNAs.
Project description:Astrocytes are essential cells of the central nervous system, characterized by dynamic relationships with neurons that range from functional metabolic interactions and regulation of neuronal firing activities, to the release of neurotrophic and neuroprotective factors. In Parkinson’s disease (PD), dopaminergic neurons are a vulnerable population progressively lost during the course of the disease, but the effects of PD on astrocytes and astrocyte-to-neuron communication remains mostly unknown. This study focuses on the effects of the PD-related mutation LRRK2 G2019S in astrocytes, using patient-derived induced pluripotent stem cells. We report the alteration of extracellular vesicle (EV) biogenesis in astrocytes, and we identify the abnormal accumulation of key PD-related proteins within multi vesicular bodies (MVBs). We found that dopaminergic neurons internalize astrocyte-secreted EVs but LRRK2 G2019S EVs are abnormally enriched in the neurites and provide only marginal neurotrophic support to dopaminergic neurons. Thus, dysfunctional astrocyte-to-neuron communication via altered EV biological properties could participate in the progression of PD.
Project description:Despite the progress in safety and efficacy of cell therapy with pluripotent stem cells (PSCs), the presence of residual undifferentiated stem cells or proliferating neural progenitor cells (NPCs) with rostral identity has remained a major challenge. Here we reported the generation of an LMX1A knock-in GFP reporter human embryonic stem cell (hESC) line that marks the early dopaminergic progenitors during neural differentiation. Purified GFP positive cells in vitro exhibited expression of mRNA and proteins that characterized and matched the midbrain dopaminergic identity. Further proteomic analysis of enriched LMX1A+ cells identified several membrane associated proteins including CNTN2, enabling prospective isolation of LMX1A+ progenitor cells. Transplantation of hPSC-derived purified CNTN2+ progenitors enhanced dopamine release from transplanted cells in the host brain and alleviated Parkinson’s disease symptoms in animal models. Our study establishes an efficient approach for purification of large numbers of hPSC-derived dopaminergic progenitors for therapeutic applications.