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A new FACS approach isolates hESC derived endoderm using transcription factors.

ABSTRACT: 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.

SUBMITTER: Pan Y

PROVIDER: S-EPMC3052315 | biostudies-literature | 2011 Mar

REPOSITORIES: biostudies-literature

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A new FACS approach isolates hESC derived endoderm using transcription factors.

Pan Yuqiong Y Ouyang Zhengqing Z Wong Wing Hung WH Baker Julie C JC

PloS one 20110309 3

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 ca ...[more]

PMID: 21408072

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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.

Project description:The mechanisms by which human embryonic stem cells (hESC) differentiate to endodermal lineage have not been extensively studied. Mathematical models can aid in the identification of mechanistic information. In this work we use a population-based modeling approach to understand the mechanism of endoderm induction in hESC, performed experimentally with exposure to Activin A and Activin A supplemented with growth factors (basic fibroblast growth factor (FGF2) and bone morphogenetic protein 4 (BMP4)). The differentiating cell population is analyzed daily for cellular growth, cell death, and expression of the endoderm proteins Sox17 and CXCR4. The stochastic model starts with a population of undifferentiated cells, wherefrom it evolves in time by assigning each cell a propensity to proliferate, die and differentiate using certain user defined rules. Twelve alternate mechanisms which might describe the observed dynamics were simulated, and an ensemble parameter estimation was performed on each mechanism. A comparison of the quality of agreement of experimental data with simulations for several competing mechanisms led to the identification of one which adequately describes the observed dynamics under both induction conditions. The results indicate that hESC commitment to endoderm occurs through an intermediate mesendoderm germ layer which further differentiates into mesoderm and endoderm, and that during induction proliferation of the endoderm germ layer is promoted. Furthermore, our model suggests that CXCR4 is expressed in mesendoderm and endoderm, but is not expressed in mesoderm. Comparison between the two induction conditions indicates that supplementing FGF2 and BMP4 to Activin A enhances the kinetics of differentiation than Activin A alone. This mechanistic information can aid in the derivation of functional, mature cells from their progenitors. While applied to initial endoderm commitment of hESC, the model is general enough to be applicable either to a system of adult stem cells or later stages of ESC differentiation.

Project description:The aim of the study was to define the specific gene expression signature of pancreatic endoderm cells (PECs), by designing a strategy for generating putative PECs (PDX1+/NKX6-1+, and posterior foregut endoderm (PFG) cells (PDX1+/NKX6-1-). Cell line: PDX1-eGFP reporter cell line (PDXeG clone 170-3) generated using the HUES-4 embryonic stem cell line. Human embryonic stem cells (hESCs) were maintained on irradiated mouse embryonic fibroblasts (MEFs). Generation of a hESC-derived PDX1-eGFP reporter cell line: A PDX1-targeting vector was constructed by inserting an eGFP-pSV40-NeoR reporter cassette into the 5â² untranslated region of the PDX1 gene upstream of the PDX1 start codon (ATG), resulting in an GFP-tagged PDX1 allele. The GFP cassette was flanked by a 12.5kb homologous arm on the 5â direction and by a 3,5kb homologous arm on the 3 direction. The final targeting construct was verified by PCR, restriction analysis and sequencing. After approximately 2 weeks emerging clones were picked, expanded and analyzed by PCR. The Neomycin cassette was deleted by using a CRE expression vector (NLS-CRE-IRES-Puro) that was transiently co-transfected with a DsRED or GFP plasmid into selected targeted cloned. 24 hours post electroporation, GFP/DsRED positive single cells were FACS sorted and plated into 96-well plates. Clones were expanded and characterized for Neo excision by PCR. Differentiation protocol: hESCs cultured on MEFs were grown until 90% confluency and differentiated into definitive endoderm (DE) by using a modified version of the DâAmour protocol (D'Amour et al., 2005). The first day of differentiation, hESCs were cultured in the presence of 100ng/ml human Activin A (Peprotech) and 25ng/ml Wnt3a (R&D systems) in RPMI medium (Life Technologies). The four following days 100ng/ml human Activin A was added together with 1x B27-insulin in RPMI medium (Life Technologies). To generate posterior foregut cells, DE cells were treated with 64 ng/ml bFGF for additional 12 days. To generate pancreatic endoderm cells, DE cells were first treated with 2uM retinoic acid (RA, Sigma Aldrich) in DMEM/F12 medium containing 1x B27 +insulin (Life Technologies) for three days and then finally treated with 64 ng/ml FGF2 in combination with 100 ng/ml Noggin for the remaining 9 days.

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A new FACS approach isolates hESC derived endoderm using transcription factors.

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A new FACS approach isolates hESC derived endoderm using transcription factors.

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