The functional annotations of all the clusters with ≥ 10 transcripts, which were obtained using the on GO classification categories of the g: Profiler tool for all the genes in each cluster, are shown in Table 2 (for downregulated genes during
ES cell differentiation) and Table 3 (for upregulated genes).
To examine the action of individual pathways in toto during
ES cell differentiation, the FunGenES database was given an additional feature called «Pathway Animations» that depict dynamic changes in specific genetic, signaling or metabolic pathways viewed in time - related animations based on the KEGG annotation [44], [56].
These genes have been also implicated in the gastrulation phase of embryogenesis [55] indicating that «Time Series» clusters provide a comprehensive collection of genes expressed at specific stages of
ES cell differentiation and early embryonic development.
A. Average expression levels of Global Clusters 4, 12, 15, 20 and 30 that contain up regulated transcripts during
ES cell differentiation.
Specifically, we have generated clusters of transcripts that behave the same way under the entire spectrum of the sixty - seven experimental conditions; we have assembled genes in groups according to their time of expression during successive days of
ES cell differentiation; we have included expression profiles of specific gene classes such as transcription regulatory factors and Expressed Sequence Tags; transcripts have been arranged in «Expression Waves» and juxtaposed to genes with opposite or complementary expression patterns; we have designed search engines to display the expression profile of any transcript during
ES cell differentiation; gene expression data have been organized in animated graphs of KEGG signaling and metabolic pathways; and finally, we have incorporated advanced functional annotations for individual genes or gene clusters of interest and links to microarray and genomic resources.
Taking into account that ES cells are isolated at embryonic day 3.5 post fertilization, the sequential appearance of genes specific for gastrulation, mesoderm formation, hemopoiesis, cardiopoiesis and neurogenesis during
ES cell differentiation follows the timing of comparable developmental stages in embryonic development.
The bottom row consists of three tools that offer: detailed organization of specific gene expression patterns (Expression Waves) during the differentiation process (bottom left); animation of KEGG pathways organized by successive days of differentiation (Pathway Animations, bottom middle); and, a search engine to obtain the expression of any transcript or groups of transcripts in the Affymetrix 430 v. 2 arrays during
the ES cell differentiation process (bottom right).
Heatmaps of the 50 concise clusters for All Genes, Transcription Factors and ESTs according to their timing of induction or suppression during the normal
ES cell differentiation process.
Expression profiles of the 19 Wnt genes during
ES cell differentiation with the corresponding Affymetrix IDs using the ExpressView feature.
The links between the many genes involved in the maintenance of pluripotency and the regulation of
ES cell differentiation programs are not well characterized.
The FunGenES database provides such a template with a number of tools including Animation of KEGG Pathways, Expression Waves, Time Series, Specific Gene Classes, such as ESTs and transcription factors, and searches for the expression pattern of any gene or transcript during
ES cell differentiation using standard gene names and IDs.
These include: a) Global Clusters that consist of a small, tight subset of genes that are co-expressed under the entire spectrum of experimental conditions; b) Time Series of gene expression profiles during successive days of standard
ES cell differentiation; c) Specific Gene Classes based on hierarchical clustering of transcriptional factors and ESTs; d) Expression Waves of genes with characteristic expression profiles during
ES cell differentiation, juxtaposed to waves of genes that behave in the exact opposite way; e) Pathway Animations that illustrate dynamic changes in the components of individual KEGG signaling and metabolic pathways viewed in time - related manner; and, f) Search Engines to display the expression pattern of any transcript, or groups of transcripts, during the course of
ES cell differentiation, or to query the association of candidate genes with various FunGenES database clusters.
For example, clusters containing genes that are upregulated during the course of
ES cell differentiation (Table 3) include in order of time of expression: cluster 30 that represents genes which take part in the formation of the three embryonic germ layers during gastrulation, i.e., Goosecoid, Cerberus like 1 homolog, Wnt3, Mesp1, Mixl1, mEomes and Even - skipped 1; cluster 15 containing molecular regulators of early mesoderm development including Bmp2, Bmp5, Msx1, Msx2, Cripto, Tbx20, Hey2, Smad6, Vegfr2 (Kdr), Foxf1 and Hand1; cluster 20, which comprises regulatory and structural genes linked to hemopoiesis such as Gata1, Nfe2, Klf1, Tie1, hemoglobins (Hba - x, Hbb - b1) and Glycophorin A; cluster 12, which is rich in genes involved in cardiac development, e.g., Mef2c, Myl4, cardiac Troponin T2, Tropomodulin 1, myosin binding protein C, Bves, Angiopoietin 1 and Angiopoietin 2; and, cluster 4, which consists mostly of genes associated with neuronal development and differentiation, for example, Neurog1, Neurog2, Olig2, Nkx6.1, Neurod4, Pou3f2, Pou3f4, Cacna2d3, Cacng4, Kcnq2 and EphA5.
A. Partial snap shot of the «Expression Waves» window that depicts detailed specific expression patterns of genes during consecutive days of
ES cell differentiation.
Moreover,
ES cell differentiation in vitro recapitulates events that take place during early embryonic development including the formation of the three germ layers of ectoderm, mesoderm and endoderm, and the emergence of endothelial, hematopoietic, cardiac, neuronal and hepatic or pancreatic cells [8], [9].
In addition to the visualization of expression profiles during
ES cell differentiation, the search engine provides links to analyze the selected genes using many publicly available tools and resources.
The notion that a Nanog positive, ICM - like population of high probability self - renewing cells is a developmental ground state is supported by the expansion of this state in the presence of a blockade on the major signalling pathways known to promote
ES cell differentiation, the MAP kinase / ERK cascade and GSK3β [42], [50].
In this way embryo - derived stem cell lines and
ES cell differentiation may be providing access to potential «transition states,» required for lineage specification in vivo.
(A) Schematic of
ES cell differentiation toward ADE.
A future aspect of our mouse work is directed towards use of
ES cell differentiation in culture as a model for epigenetic decisions and stem cell manipulations.
Not exact matches
The first page of Larsen's Human Embryology states that, `... [W]
e begin our description of the developing human with the formation and
differentiation of the male and female sex
cells or gametes [sperm and egg], which will unite at fertilisation to initiate the embryonic development of a new individual».
Previously, in the region that controls the function of the transcription factor that promotes
differentiation from
ES cells to a specific
cell type, bivalent modifications of histones such as the accelerator and brake histone marks for transcription were thought to have coexisted.
Using
ES cells developed at Kyoto University's Institute for Frontier Medical Sciences, the research group collected RNA and histones of each
cell immediately after VEGF stimulation (0 h), before
differentiation (6 h), during
differentiation (12 — 24 h), and after
differentiation (48 h).
NeuroStemcell is focused on the identification and systematic comparison of progenitor
cell lines with the most favourable characteristics for mesDA and striatal GABAergic neuronal
differentiation, generated either directly from human embryonic stem (
ES)
cells, from Neural Stem (NS)
cells derived from
ES cells or fetal brain, from induced Pluripotent Stem (iPS)
cells or from in vitro short - term expanded neural progenitors from ventral midbrain grown as neurospheres (VMN, Ventral Midbrain Neurospheres) 4, and perform rigorous and systematic testing of the most prominent candidate
cells in appropriate animals models.
Here, Kate presents her work on that show that culture of human
ES cells on human recombinant laminin - 521 and laminin - 111 substrates significantly improve hepatocyte
differentiation, maturation, function and stabilization of phenotype compared to Matrigel cultured
cells.
ES cells neural
differentiation qualifies the role of Wnt / β - catenin signals in human telencephalic specification and regionalization
The collection of protocols includes the isolation and maintenance of stem
cells from various species using «conventional» and novel methods, such as derivation of
ES cells from single blastomeres,
differentiation of stem
cells into specific tissue types, isolation and maintenance of somatic stem
cells, stem
cell - specific techniques and approaches to tissue engineering using stem
cell derivatives.
VASA expression increased during the
differentiation of monkey
ES cells, indicating that these
cells have the ability to differentiate into a germ
cell lineage in vitro.
To obtain further information on germ
cell differentiation from primate
ES cells, this study examined the ability of cynomolgus monkey (Macaca fascicularis)
ES cells to differentiate into germ
cells in vitro.
Thus while the majority of the V + population existing in
ES cell cultures are indistinguishable from undifferentiated
ES cells, we also observe differentiated
cells expressing high levels of the Venus transgene (arrows in Figure 2B) that resemble the high - level Venus expressors generated in response to
differentiation and that probably represent spontaneous PrEn
differentiation.
Therefore, it is very important to develop a suitable protocol to induce in vitro germ
cell differentiation from monkey
ES cells before non-human primate
ES cells can be used as a model for in vitro differentiated germ
cells.
However, it remains unclear whether primate
ES cells including those from humans can undergo gametogenesis through meiosis in vitro, although immature germ
cell differentiation from primate
ES cells has been reported [5], [6], [7].
Among the early germ
cell markers examined, VASA is a candidate gene for detecting pre-meiotic germ
cell differentiation from monkey
ES cells, because its expression is detected earlier in the primordial stage of germ
cell development in comparison to that of PIWI family genes in vivo in mice and humans [11], [36]--[38], [49].
Elevated levels of Nanog are also associated with a reduced probability of
differentiation leading to the suggestion that
ES cells exist in equilibrium between a stable self - renewing, ICM - like state referred to as the «ground state» and a transient metastable intermediate that is both able to revert to the self - renewing state or proceed into
differentiation [8], [11], [47].
The current findings could provide important clues to determine the culture conditions for promoting the
differentiation of primate
ES cells into mature gametes, and to understand molecular mechanisms of primate gametogenesis including the timing of germ
cell induction, the regulation of germ
cell gene expression, and the response to growth factors for germ
cell differentiation.
Taken together our data support a model in which
ES cell culture has trapped a set of interconvertible
cell states reminiscent of the early stages in blastocyst
differentiation that may exist only transiently in the early embryo.
In humans, germ
cell differentiation from
ES cells via spontaneous EB formation, and EB formation with recombinant human bone morphogenetic proteins (BMPs) has been reported [5], [6].
In monkeys, methods for inducing germ
cell differentiation from
ES cells have not been reported except spontaneous germ
cell differentiation by EB formation [7].
ES cell cultures also express low levels of Gata4 and Gata6, suggesting the presence of either background levels of PrEn gene expression or basal levels of PrEn
differentiation [25], [27].
Previous studies demonstrated the VASA expression to increase with germ
cell differentiation from mouse and human
ES cells by co-culturing with BMP4 - producing
cells [57] and the addition of recombinant human BMP4 [6], respectively.
Several protocols for inducing germ
cell differentiation from
ES cells have been reported.
However, these germ
cell marker genes are not appropriate for detecting germ
cell differentiation from mouse and human
ES cells because these genes are expressed in both
ES cells and germ
cells.
A combination of several germ
cell markers will thus be necessary to detect germ
cell differentiation from
ES cells.
To explore the
differentiation markers for detecting germ
cells differentiated from
ES cells, the expression of various germ
cell marker genes was examined in tissues and
ES cells of the cynomolgus monkey (Macaca fascicularis).
The pluripotent properties of
ES cells can be demonstrated by in vitro
differentiation or by reintroduction of these
cells back into chimeric embryos by blastocyst injection or morula aggregation.
To further examine the
differentiation of
ES cells into a germ
cell lineage, EBs were stained with anti-VASA antibodies.
The detection of this level of Venus expression in the presence of low levels of Hex mRNA suggests that this reporter is indeed extremely sensitive to the low levels of Hex transcript produced in the absence of activin, earlier in
differentiation, and in undifferentiated
ES cells.
The lack of any SCP3 expression in the current experiments might suggest that the germ
cell differentiation from
ES cells did not go through the meiosis via a completely normal process.
We show that the fraction of
cells present within this state is influenced by factors that both promote and suppress primitive endoderm
differentiation, but conditions that support
ES cell self - renewal prevent their progression into
differentiation and support an equilibrium between this state and at least one other that resembles the Nanog positive inner
cell mass of the mammalian blastocysts.
Hierarchical clustering organized samples according to
differentiation stages, with undifferentiated
ES cells and early
differentiation states at the left and progressively more differentiated states toward the right.