Prior to gastrulation in the mouse, all endodermal cells arise from the primitive endoderm of the blastocyst stage embryo. Primitive endoderm and its derivatives are generally referred to as extra-embryonic endoderm (ExEn) because the majority of these cells contribute to extra-embryonic lineages encompassing the visceral endoderm (VE) and the parietal endoderm (PE). During gastrulation, the definitive endoderm (DE) forms by ingression of cells from the epiblast. The DE comprises most of the cells of the gut and its accessory organs. Despite their different origins and fates, there is a surprising amount of overlap in marker expression between the ExEn and DE, making it difficult to distinguish between these cell types by marker analysis. This is significant for two main reasons. First, because endodermal organs, such as the liver and pancreas, play important physiological roles in adult animals, much experimental effort has been directed in recent years toward the establishment of protocols for the efficient derivation of endodermal cell types in vitro. Conversely, factors secreted by the VE play pivotal roles that cannot be attributed to the DE in early axis formation, heart formation and the patterning of the anterior nervous system. Thus, efforts in both of these areas have been hampered by a lack of markers that clearly distinguish between ExEn and DE. To further understand the ExEn we have undertaken a comparative analysis of three ExEn-like cell lines (END2, PYS2 and XEN). PYS2 cells are derived from embryonal carcinomas (EC) of 129 strain mice and have been characterized as parietal endoderm-like [1], END2 cells are derived from P19 ECs and described as visceral endoderm-like, while XEN cells are derived from blastocyst stage embryos and are described as primitive endoderm-like. Our analysis suggests that none of these cell lines represent a bona fide single in vivo lineage. Both PYS2 and XEN cells represent mixed populations expressing markers for several ExEn lineages. Conversely END2 cells, which were previously characterized as VE-like, fail to express many markers that are widely expressed in the VE, but instead express markers for only a subset of the VE, the anterior visceral endoderm. In addition END2 cells also express markers for the PE. We extended these observations with microarray analysis which was used to probe and refine previously published data sets of genes proposed to distinguish between DE and VE. Finally, genome-wide pathway analysis revealed that SMAD-independent TGFbeta signaling through a TAK1/p38/JNK or TAK1/NLK pathway may represent one mode of intracellular signaling shared by all three of these lines, and suggests that factors downstream of these pathways may mediate some functions of the ExEn. These studies represent the first step in the development of XEN cells as a powerful molecular genetic tool to study the endodermal signals that mediate the important developmental functions of the extra-embryonic endoderm. Our data refine our current knowledge of markers that distinguish various subtypes of endoderm. In addition, pathway analysis suggests that the ExEn may mediate some of its functions through a non-classical MAP Kinase signaling pathway downstream of TAK1.
Prior to gastrulation in the mouse, all endodermal cells arise from the primitive endoderm of the blastocyst stage embryo. Primitive endoderm and its derivatives are generally referred to as extra-embryonic endoderm (ExEn) because the majority of these cells contribute to extra-embryonic lineages encompassing the visceral endoderm (VE) and the parietal endoderm (PE). During gastrulation, the definitive endoderm (DE) forms by ingression of cells from the epiblast. The DE comprises most of the cells of the gut and its accessory organs. Despite their different origins and fates, there is a surprising amount of overlap in marker expression between the ExEn and DE, making it difficult to distinguish between these cell types by marker analysis. This is significant for two main reasons. First, because endodermal organs, such as the liver and pancreas, play important physiological roles in adult animals, much experimental effort has been directed in recent years toward the establishment of protocols for the efficient derivation of endodermal cell types in vitro. Conversely, factors secreted by the VE play pivotal roles that cannot be attributed to the DE in early axis formation, heart formation and the patterning of the anterior nervous system. Thus, efforts in both of these areas have been hampered by a lack of markers that clearly distinguish between ExEn and DE. To further understand the ExEn we have undertaken a comparative analysis of three ExEn-like cell lines (END2, PYS2 and XEN). PYS2 cells are derived from embryonal carcinomas (EC) of 129 strain mice and have been characterized as parietal endoderm-like [1], END2 cells are derived from P19 ECs and described as visceral endoderm-like, while XEN cells are derived from blastocyst stage embryos and are described as primitive endoderm-like. Our analysis suggests that none of these cell lines represent a bona fide single in vivo lineage. Both PYS2 and XEN cells represent mixed populations expressing markers for several ExEn lineages. Conversely END2 cells, which were previously characterized as VE-like, fail to express many markers that are widely expressed in the VE, but instead express markers for only a subset of the VE, the anterior visceral endoderm. In addition END2 cells also express markers for the PE. We extended these observations with microarray analysis which was used to probe and refine previously published data sets of genes proposed to distinguish between DE and VE. Finally, genome-wide pathway analysis revealed that SMAD-independent TGFbeta signaling through a TAK1/p38/JNK or TAK1/NLK pathway may represent one mode of intracellular signaling shared by all three of these lines, and suggests that factors downstream of these pathways may mediate some functions of the ExEn. These studies represent the first step in the development of XEN cells as a powerful molecular genetic tool to study the endodermal signals that mediate the important developmental functions of the extra-embryonic endoderm. Our data refine our current knowledge of markers that distinguish various subtypes of endoderm. In addition, pathway analysis suggests that the ExEn may mediate some of its functions through a non-classical MAP Kinase signaling pathway downstream of TAK1.
Studies in amphibians, avians and mice demonstrate that endodermal cells play both
inductive roles and make important cellular contributions to organ formation.
Endodermally derived organs such as the liver and pancreas serve important secretory
functions that are required for homeostasis in the adult organism and because of
this, much effort has been exerted in recent years toward the development of
protocols for the directed differentiation of specific endodermal subtypes. Toward
these efforts, the identification of secreted endodermal factors that mediate their
inductive functions would also be highly desirable. However, these efforts have been
hampered by a lack of markers that efficiently distinguish one type of endoderm from
another. One possible reason for this is that endoderm constitutes only a small
percentage of cells in the developing embryo, and consequently, slow progress has
been made in the identification of regional specific markers within the endoderm.
Furthermore, it has been noted that there is tremendous overlap in marker expression
between the visceral extra-embryonic endoderm and the gut endoderm of the embryo.
Recent efforts to characterize markers that distinguish these lineages have relied
on endoderm derived from ES cell sources followed by FACS purification with the aid
of antibodies that recognize different types of endoderm [2], [3]. While these
approaches have identified multiple lineage restricted endodermal markers not all of
the “hits” have been validated by further experimentation.In the mouse it has long been assumed that there are two distinct phases of endoderm
formation such that extra-embryonic endoderm forms prior to gastrulation and is
derived from the primitive endoderm (Fig. 1G, red), while the definitive endoderm rises from the epiblast
during gastrulation. Prior to gastrulation, the original primitive endoderm expands
with the growing embryo and becomes subdivided into PE (Fig. 1G, yellow) and VE (Fig. 1G, green) based on their position relative
to the egg cylinder. The VE itself is further divided into sub-regions, including
the anterior visceral endoderm (AVE) (Fig. 1G, blue). In this study, we characterize and compare three cell
lines that are either derived from the primitive endoderm or have been reported to
resemble these primitive endoderm-derived lineages. Three ExEn cells lines were
examined in detail by immunocytochemistry, qRT-PCR and microarray analysis, using
well-characterized markers for ExEn and definitive endoderm, and a more elaborate
panel of putative ExEn markers, previously identified as distinguishing between
different subtypes of endoderm. These studies confirm that each of these ExEn cell
lines exhibits high molecular correlation to visceral and parietal endoderm and
little or no similarity to definitive (epiblast-derived) endoderm. This comparative
gene analysis also refines a growing list of markers that have been proposed to
distinguish between VE and DE. By providing a clearer picture of endodermal
subtypes, these studies should assist the development of experimental protocols that
require a distinction between embryonic and extra-embryonic lineages.
Figure 1
Morphological characterization of END2, PYS2 and XEN cells.
DIC (1
A–C) and Scanning EM (1
D–F) images of END2 (1
A, D), PYS2 (1
B, E) and XEN (1C, F) cells reveal morphological
details of the cell lines used in these studies. G. Cartoon
depicting early endodermal lineages in the mouse embryo prior to
gastrulation. The primitive endoderm (red) forms in the pre-implantation
blastocyst stage embryo and subsequently expands and differentiates into
parietal endoderm (yellow), visceral endoderm (green) and anterior visceral
endoderm (blue). Visceral endoderm is also sub-divided into embryonic and
extra-embryonic regions based both on location relative to the
embryonic/extra-embryonic junction of the epiblast (grey), fate and marker
expression.
Morphological characterization of END2, PYS2 and XEN cells.
DIC (1
A–C) and Scanning EM (1
D–F) images of END2 (1
A, D), PYS2 (1
B, E) and XEN (1C, F) cells reveal morphological
details of the cell lines used in these studies. G. Cartoon
depicting early endodermal lineages in the mouse embryo prior to
gastrulation. The primitive endoderm (red) forms in the pre-implantation
blastocyst stage embryo and subsequently expands and differentiates into
parietal endoderm (yellow), visceral endoderm (green) and anterior visceral
endoderm (blue). Visceral endoderm is also sub-divided into embryonic and
extra-embryonic regions based both on location relative to the
embryonic/extra-embryonic junction of the epiblast (grey), fate and marker
expression.Finally, consistent with our previous embryological studies, pathway analysis from
microarray data reveals that molecules downstream of TGFbeta-family members are
highly represented in these cell lines and suggests that both SMAD-dependent and
SMAD-independent TGFbeta signaling could mediate the inductive function of these
cell lines.
Results
Extra-embryonic endoderm stem cells (XEN cells) and PYS2 cells but not END2,
express markers characteristic of the primitive endoderm
END2 and PYS2 cells have been described previously, based on cell morphology and
marker expression [1], [4], [5], to
be similar to visceral endoderm (VE) and parietal endoderm (PE), respectively.
Because these cells were originally derived from EC cell lines, they may not
represent true endodermal lineages but rather, endoderm-like populations.
Recently described protocols allow for the isolation of ExEn stem cells (XEN
cells) directly from blastocyst stage mouse embryos [6], and as such, are
more likely to represent endogenous endodermal cell types. For this study, we
derived a XEN cell line from wild type mouse blastocysts of the ICR strain.
Although each of the three cell lines are relatively flat and exhibit a
cobblestone appearance when confluent, bright field microscopy reveals that each
of the three cell lines is morphologically distinct from the other two (Fig. 1A–C). Scanning
electron microscopy of cells plated at low density reveals that all three cell
types are rounded in appearance and densely covered with microvilli, with END2
and PYS2 cells forming large lamellipodia (Fig. 1D–F). These data demonstrate
that, like END2 and PYS2 cells, XEN cells exhibit an endodermal morphology.Each of these cell lines was assessed by immunocytochemistry, for a panel of
markers characteristic of the primitive endoderm including SOX7, GATA4 and GATA6
[7], [8], [9],
[10]. Both XEN and PYS2 cells are recognized by
antibodies against GATA4, GATA6, and SOX7 (Fig. 2 B, C, E, F, H, I). However, only a
subset of XEN cells express SOX7 (Fig. 2I). By contrast, END2 cells express only low levels of GATA6
(Fig. 2D) and do not
express GATA4 or SOX7 (Fig. 2 A,
G). In these studies, PYS2 cells showed the most uniform expression of
these primitive endoderm markers. By contrast, END2 and XEN cells may represent
mixed or fluctuating populations of primitive endoderm and other lineages since
their expression of these markers was more heterogeneous. In particular, the
failure of END2 cells to express GATA4 and SOX7, suggests that there are few if
any primitive endoderm cells within this line. While they do exhibit
heterogeneous expression of GATA6 it should be noted that this gene also marks
other endodermal subtypes including the VE. The heterogeneity of END2 cells is
also demonstrated by the expression of BMP2, which is proposed to be a major
signaling molecule from the endoderm [11], [12], [13],
[14], [15], [16], [17].
BMP2 is uniformly expressed in PYS2 and XEN cells (Fig. 2L, M) but only expressed in a small
subset of END2 cells (Fig.
2J). Overall these data suggest that END2 cells represent a heterogeneous
endodermal population with little resemblance to the primitive endoderm.
Figure 2
Immunocytochemical analysis of ExEn cell lines.
Immunocytochemical analysis of confluent END2 (A, D, G, J),
PYS2 (B, E, H, L) and XEN (C, F, I, M) cells
showing the expression of GATA4 (A, B, C), GATA6 (D,
E, F), SOX7 (G, H, I) and BMP2 (J, L,
M) protein in END2, PYS2 and XEN cells. Merged images with DAPI
staining (blue nuclei in all images) reveal ubiquitous expression of
GATA4 and GATA6 in both PYS2 and XEN cells (B, C, E, F).
SOX7 is ubiquitously expressed in PYS2 cells (H), while XEN
cells express SOX7 only in a subset of cells (I). In END2
cells, GATA6 expression is limited to a small subset of cells
(D) while GATA4 and SOX7 are not expressed (A,
G). BMP2 is ubiquitously expressed by PYS2 and XEN cells
(L, M), while END2 express BMP2 only in a subset of
cells (J).
Immunocytochemical analysis of ExEn cell lines.
Immunocytochemical analysis of confluent END2 (A, D, G, J),
PYS2 (B, E, H, L) and XEN (C, F, I, M) cells
showing the expression of GATA4 (A, B, C), GATA6 (D,
E, F), SOX7 (G, H, I) and BMP2 (J, L,
M) protein in END2, PYS2 and XEN cells. Merged images with DAPI
staining (blue nuclei in all images) reveal ubiquitous expression of
GATA4 and GATA6 in both PYS2 and XEN cells (B, C, E, F).
SOX7 is ubiquitously expressed in PYS2 cells (H), while XEN
cells express SOX7 only in a subset of cells (I). In END2
cells, GATA6 expression is limited to a small subset of cells
(D) while GATA4 and SOX7 are not expressed (A,
G). BMP2 is ubiquitously expressed by PYS2 and XEN cells
(L, M), while END2 express BMP2 only in a subset of
cells (J).
Detailed marker analysis demonstrates that END2 cells are molecularly
divergent from XEN and PYS2 cells
To further characterize these cell lines, we used qRT-PCR (Fig. 3A), to examine a panel of markers
representing several ExEn lineages (Fig. 1G and Fig. 3,
insert) including PrE, PE, VE and anterior visceral endoderm (AVE).
Sox7
[7], Pdgfra
[18],
Gata4
[10],
and Gata6
[19]
are expressed in the primitive endoderm of the mouseblastocyst and are thought
to be among the earliest ExEn markers. XEN and PYS2 cells express all of these
markers, but END2 cells express only Gata6. Note that all of
these markers are also expressed in derivatives of the primitive endoderm
including the PE and VE and as a consequence, there are no known markers that
are uniquely expressed in the primitive endoderm. All three cell lines express
markers for the PE including t-type Plasminogen activator
(tPA) [20], Cytokeratin 19
(Krt19) [21], Laminin B1
(Lamb1) [22] and Sparc
[23],
although END2 cells express these at relatively lower levels as compared to the
other cell lines.
Figure 3
Heart inducing cell lines express markers characteristic of several
primitive endoderm lineages.
A. Summary of Real-Time PCR on END2, PYS2 and XEN cells.
Insert, cartoon showing embryonic lineages assessed, primitive endoderm
(reds), parietal endoderm (oranges/yellows), visceral endoderm (greens)
and AVE (blues). The panel of markers assessed include markers for
primitive endoderm (Sox7, Pdgfra, Gata4,
Gata6), parietal endoderm (tPA, Krt19, Lamb1
and SPARC), visceral endoderm, (FoxA2,
Ttr, uPA and HNF4a), anterior
visceral endoderm (Dkk1, Cerl, Hex), the regionally
restricted VE marker Bmp2 and the definitive/pan
endoderm marker Sox17. B. Linear
regression analysis comparing real-time PCR data to averaged fluorscence
detection in the Illumina Microarray. 80% of markers that we
compared showed strong correlation between the qRT-PCR data and
microarray detection. The data discussed in this publication have been
deposited in NCBI's Gene Expression Omnibus [78] and are accessible through GEO Series
accession number GSE19564 (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE1956).
Heart inducing cell lines express markers characteristic of several
primitive endoderm lineages.
A. Summary of Real-Time PCR on END2, PYS2 and XEN cells.
Insert, cartoon showing embryonic lineages assessed, primitive endoderm
(reds), parietal endoderm (oranges/yellows), visceral endoderm (greens)
and AVE (blues). The panel of markers assessed include markers for
primitive endoderm (Sox7, Pdgfra, Gata4,
Gata6), parietal endoderm (tPA, Krt19, Lamb1
and SPARC), visceral endoderm, (FoxA2,
Ttr, uPA and HNF4a), anterior
visceral endoderm (Dkk1, Cerl, Hex), the regionally
restricted VE marker Bmp2 and the definitive/pan
endoderm marker Sox17. B. Linear
regression analysis comparing real-time PCR data to averaged fluorscence
detection in the Illumina Microarray. 80% of markers that we
compared showed strong correlation between the qRT-PCR data and
microarray detection. The data discussed in this publication have been
deposited in NCBI's Gene Expression Omnibus [78] and are accessible through GEO Series
accession number GSE19564 (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE1956).We next determined the transcriptional status of markers that are widely
expressed throughout the VE including FoxA2
[24],
Transthyretin (Ttr) [25]
u-type Plasminogen activator (uPA) [26]
and Hepatocyte nuclear factor 4, (Hnf4a)
[24].
Ttr and uPA are expressed by all three of
these cell lines (although at lower levels in END2). Hnf4a is
expressed by PYS2 and XEN cells, but not by END2. FoxA2 is only
expressed by PYS2 cells. None of these cell lines express Vilin
(data not shown).We next assessed markers whose expression is restricted (either spatially or
temporally) within the VE. The extra-embryonic VE that lies proximally over the
extra-embryonic ectoderm of the mouse embryo (Fig. 1G) expresses Sox7,
Sox17 and also upregulates alpha
fetoprotein (Afp) after gastrulation has been
initiated. Prior to gastrulation, Afp and
Sox17 also mark the distally positioned VE that overlies the
epiblast (the embryonic VE) (Fig.
1G and 3, insert)
[27]. Of these, Sox7 and
Sox17 are present in both PYS2 and XEN but not END2 cells.
Afp is only expressed in PYS2 cells. Thus, PYS2 and XEN
cells express markers for both the extra-embryonic VE and the embryonic VE,
whereas END2 cells only expressed panVE markers such as Ttr.Finally, we assessed a panel of markers that are spatially restricted in the VE.
Dkk-1
[28],
Cerl
[29],
[30], [31], and Hex
[32]
are all known to be expressed in the AVE of the mouse embryo. As has previously
been shown for XEN cells [6], all three ExEn cell lines express
Hex. PYS2 and XEN cells also express Dkk1.
None of the cell lines express Cerl (data not shown).
Consistent with our immunocytochemical analysis, BMP2, which is also spatially
restricted within the VE, is expressed by all three of the ExEn cell lines.Both the patchy expression of these markers when assessed by immunoctyochemistry
and the relatively lower expression of mRNAs for these genes when assessed by
qRT-PCR, are consistent with the idea that END2 cells are a heterogeneous
population in which a small subset of cells express markers for the VE (or more
likely, a subtype of VE), whereas PYS2 and XEN cells are more homogeneous and
express a broad array of markers for the primitive endoderm and its derivatives.To further analyze these cell lines, we performed a comparative microarray
analysis. To confirm the consistency between the array data and data collected
from qRT-PCR and immunocytochemistry analyses, we examined the same panel of
markers initially assessed by qRT-PCR. Averaged fluorescent detection for each
marker was plotted versus qRT-PCR data normalized to Gapdh and
R2 values were determined from the line of best-fit. Importantly,
a high degree of correlation is found between the two data sets, and over
80% of the genes tested had R2 values close to one (Fig. 3B). We found only three
notable exceptions. First, tPA showed the same basic trend
between qRT-PCR and microarray, but with low numerical correlation. This could
reflect non-specific amplification by qRT-PCR or a problem with the array probe.
In addition, a single probe for Gata4 is highly recognized in
the array by END2 cells. Gata4, however, is absent in END2
cells by both qRT-PCR (Fig.
3A) and immunocytochemistry (Fig. 1A). Finally, Bmp2 is not detected in the
array but is highly expressed by PYS2 and XEN cell lines, as assessed by qRT-PCR
and immunocytochemistry (Fig. 2
J–M and Fig.
3A). This suggests that these particular probes may either recognize
non-specific transcripts or splice variants of the target genes and highlights
the need for independent verification of candidates identified by probing
microarrays. Overall, there is significant agreement between microarray data and
our other assays.Having confirmed a high degree of correlation between qRT-PCR data and the array,
a large-scale analysis of markers for endodermal cell types was undertaken using
microarray data (Fig. 4).
Studies using immunohistochemistry and in situ hybridization
studies have identified a relatively small number of genes that are
differentially expressed in the endoderm. Indeed, many of these markers are
expressed in more than one endodermal subtype. For example, the primitive
endoderm markers used in this study (Gata4, Gata6, Sox7 and
Pdgfrα) are also expressed in other endodermal
subtypes. Thus few truly diagnostic markers that distinguish endodermal subtypes
have been identified. Two recent studies aimed at identifying markers that
distinguish between VE and DE were based largely on comparative analysis of
endodermal cell populations sorted by expression of endodermal markers. First,
Sherwood et al. used differential expression of the epitopes
for EpCAM, Dba and Ssea-4
[2].
Later, Yasunga et al. used differential expression of Goosecoid
and Sox17
[3].
Here we sought to analyze these data sets by comparative analysis of the three
ExEn cell lines. First, we analyzed our array data based on well-characterized
markers for endodermal subsets (Fig. 4). As expected all three of these cell lines express most of
the VE specific markers. Notably, all three express high levels of
Fxyd3, Emp2, Sdc4 and Gata6, suggesting
that these markers, in particular, are highly diagnostic for the VE fate. By
contrast, a second subset of VE markers including Ttr, Dab2,
Pthr1 and Cited are highly expressed by PYS2 and XEN
cells but not by END2 cells, suggesting that they mark a specific subset of
cells within the VE. In addition, all three cell lines express the AVE markers
Hex and Dkk1 but not
Cerl.
Figure 4
Heat map analysis of well-characterized markers for different
endodermal cell types.
Illumina microarray data for genes that are expressed in various endoderm
subtypes (depicted as heat maps) includes regionally restricted markers
representing the VE, DE, PE and PrE. Each of the three cell lines
expresses markers for VE, PE and PrE. None of the cell lines express
markers that are diagnostic for DE. Fluorescence data was indicated as
0.00 if the p-value of detection was greater than 0.01.
Heat map analysis of well-characterized markers for different
endodermal cell types.
Illumina microarray data for genes that are expressed in various endoderm
subtypes (depicted as heat maps) includes regionally restricted markers
representing the VE, DE, PE and PrE. Each of the three cell lines
expresses markers for VE, PE and PrE. None of the cell lines express
markers that are diagnostic for DE. Fluorescence data was indicated as
0.00 if the p-value of detection was greater than 0.01.None of the cell lines express markers reported to be diagnostic for DE including
Cxcr4, Gpc1 and Tm4sf2
[3].
This would seem to confirm that these cell lines do not possess characteristics
of the DE and conversely support the notion that these markers are diagnostic
for DE but not ExEn cell types.We further analyzed these cells for PE markers and found, as expected based on
our previous analysis, that PYS2 and XEN but not END2 cells show high expression
of PE markers. Finally, in confirmation of our previous findings, XEN cells and
PYS2 cells but not END2 cells express high levels of markers for the primitive
endoderm. In addition, each cell had a specific subset of uniquely expressed
markers that are either higher or lower as compared to the other two cell lines.
Since these cell lines have in other assays been shown to have inductive
effects, such as activating heart formation [4], [5],
[33], [34], [35],
these differences might be exploited to identify specific inductive signals
within the individual cell lines.The microarray data were then examined for expression of a large panel of markers
identified in Sherwood et al. that are described as
distinguishing between DE and VE (Fig. 5). Many, but not all, of the pan-endodermal markers are
expressed by these cell lines [9/18 (50%), END2, PYS2 and
7/18 (39%), XEN cells]. These data indicate that a subset of
these markers are not truly pan endodermal but add further support to the
characterization of Sox17, Spink3 Rab 15, Dsg2, Ripk4, AnxA4
and Emb as true pan endodermal markers. In addition, markers
that were described as VE-enriched are highly expressed in the ExEn cell lines
(65%, END2, 60% PYS2 and 62.5% XEN). By
contrast, ExEn cells express only a small percentage of markers that distinguish
DE from VE (9.6% END2, PYS2, 19% XEN cells). It should be
noted, however that these markers are not exclusive to the DE and VE, and thus
their expression in ExEn cell lines may indicate the presence of other lineages
such as parietal endoderm.
Figure 5
Heat map representation of detailed marker analysis.
Microarray data of markers distinguishing VE from DE according to
Sherwood et al. [2]. Only a
subset of the previously examined pan endodermal markers are expressed
in the array. This refines the list of true pan endodermal markers to
include Sox17, Spink3, Rab15, Dsg2, Ripk4, AnxA4 and
Emb. “VE enriched” genes
indicate factors that were found to be expressed in VE plus other
lineages but not DE. Our analysis suggests that a subset of these
factors may not be present in all VE subtypes and thus may represent
regionalized VE markers. “DE enriched” represents
genes found, in Sherwood et al.
[2], to be expressed in DE and other subtypes
but not in VE. These data strongly suggest that the ExEn cell lines are
not similar to DE. Fluorescence data was marked as 0.00 if the p-value
of detection was greater than 0.01.
Heat map representation of detailed marker analysis.
Microarray data of markers distinguishing VE from DE according to
Sherwood et al. [2]. Only a
subset of the previously examined pan endodermal markers are expressed
in the array. This refines the list of true pan endodermal markers to
include Sox17, Spink3, Rab15, Dsg2, Ripk4, AnxA4 and
Emb. “VE enriched” genes
indicate factors that were found to be expressed in VE plus other
lineages but not DE. Our analysis suggests that a subset of these
factors may not be present in all VE subtypes and thus may represent
regionalized VE markers. “DE enriched” represents
genes found, in Sherwood et al.
[2], to be expressed in DE and other subtypes
but not in VE. These data strongly suggest that the ExEn cell lines are
not similar to DE. Fluorescence data was marked as 0.00 if the p-value
of detection was greater than 0.01.Altogether these findings suggest that all of the cell lines examined in these
studies are similar to extra-embryonic endodermal lineages and probably
represent mixed populations of PrE derivatives. In addition, microarray analysis
reveals distinct differences between these cell lines. To further understand
these differences, cluster analysis (Fig. 6A) was performed. This supported the
existence of significant molecular differences between the three ExEn cell
lines. The greatest overall differences were found when END2 cells were compared
to the other two cell lines (PYS2 and XEN). This finding is consistent with our
previous analysis. We also compared the number of genes that are differentially
expressed in pair-wise comparisons of the three cell lines, confirming our
findings from the cluster analysis (Fig. 6B).
Figure 6
Cluster analysis of microarray data.
A. Cluster Dendrogram representing the amount of variance in
markers commonly expressed through microarray analysis by each of the
ExEn cell lines (in triplicates). B. Venn Diagrams
representing the number of genes in the array that are either
upregulated (red) or downregulated (blue) in pair-wise comparisons
between the different cell lines. Probes are called as
“present” if the p-value for detection was less than
0.01.
Cluster analysis of microarray data.
A. Cluster Dendrogram representing the amount of variance in
markers commonly expressed through microarray analysis by each of the
ExEn cell lines (in triplicates). B. Venn Diagrams
representing the number of genes in the array that are either
upregulated (red) or downregulated (blue) in pair-wise comparisons
between the different cell lines. Probes are called as
“present” if the p-value for detection was less than
0.01.Therefore, while demonstrating that the three cell lines exhibit characteristics
of the VE, these studies also highlight the fact that they do, nonetheless, have
significant molecular differences between them. Since a subpopulation of the VE,
the AVE has been shown to have heart-inducing ability, it is possible that these
molecular differences might also reflect differences in the ability of these
cell lines to activate and/or enhance cardiac differentiation in ES cells.
Indeed both END2 and PYS2 cells have already been shown to possess heart
inducing ability [4], [5], [33],
[34], [35].
Microarray analysis
To examine the microarray data in more detail, we performed pathway and tissue
expression analysis on a total of 6094 annotated gene IDs that were detected as
present in at least one of the three cell lines (based on a p-value of detection
<0.01) using the Database for Annotation, Visualization and Integrated
Discovery (DAVID) [36], [37]. Tissue expression
analysis revealed that the top non-cancer tissue hit for this list of gene IDs
was for liver (with a p-value of 5.3E-115), which is expected given the high
degree of overlap between markers for the liver and the VE.To determine the signaling pathways that characterize these cell lines, the DAVID
bioinformatics tool was used to compare the 6094 gene IDs present in the arrays
to the BIOCARTA pathways database. This analysis revealed that the top pathways
(not directly related to cell cycle) in the ExEn lines were the MAP Kinase
(p-value, 2.7E-3) and TGFbeta (p-value, 3.1E-3) signaling pathways. Gene
expression in these pathways was described by comparing our gene list to the
TGFbeta and MAP Kinase pathways described in the Kyoto Encyclopedia for Genes
and Genomes (Fig. 7 and
Fig. 8). A detailed
analysis of the TGFbeta pathway suggests that all three of these cell lines are
capable of responding to all known subgroups of TGFbeta family members (Fig. 7). By comparison, an
analysis of known MAP Kinase signaling pathways suggests that only XEN cells
have a fully intact classical MAP Kinase signaling pathway since it was the only
cell line in which Grb2 is present by microarray (Fig. 8A). By contrast
microarray data suggests that END2 and PYS2 cells likely signal through the
TAK1/p38/JNK and the TAK1/NLK pathways. Although we found a better than
80% correlation between microarray and qRT-PCR data, we decided to
confirm the presence or absence of Grb2 expression in these
cell lines by qRT-PCR (Fig.
8B). By PCR, we found that each of the three cell lines expresses mRNA
for Grb2 at similar levels. Taken together these analyses
suggest that each of the three endodermal cell lines can signal through both
classical and non-classical MAP Kinase signaling pathways.
Figure 7
TGFbeta signaling pathways are active in heart inducing cell lines.
Diagram of TGFbeta signaling pathways from the Kyoto Encyclopedia of
Genes and Genomes [75], [76], [77] showing pathway components that are
considered to be present based on a p-value of detection <0.01.
Factors indicated in blue are present in all of the ExEn cell lines.
Factors present in green are present in a subset of the cell lines (the
particular cell lines are indicated by letters adjacent to the box
indicating the factor).
Figure 8
Heart inducing endoderm signals through the JNK/MAP Kinase and the
TAK1/NLK pathways.
A. Diagram of MAP Kinase signaling pathways after the Kyoto
Encyclopedia of Genes and Genomes [75], [76],
[77] showing pathway components that are
considered present based on a p-value of detection <0.01. Factors
indicated in blue are present in all of the ExEn cell lines. Factors
highlighted in green are present in a subset of the cell lines (the
particular cell lines are indicated by letters adjacent to the box
indicating the factor). Factors indicated in red are present in XEN
cells only. B. qRT-PCR data showing expression of Grb2 in
END2 (green), PYS2 (yellow) and XEN cell (red) respectively.
TGFbeta signaling pathways are active in heart inducing cell lines.
Diagram of TGFbeta signaling pathways from the Kyoto Encyclopedia of
Genes and Genomes [75], [76], [77] showing pathway components that are
considered to be present based on a p-value of detection <0.01.
Factors indicated in blue are present in all of the ExEn cell lines.
Factors present in green are present in a subset of the cell lines (the
particular cell lines are indicated by letters adjacent to the box
indicating the factor).
Heart inducing endoderm signals through the JNK/MAP Kinase and the
TAK1/NLK pathways.
A. Diagram of MAP Kinase signaling pathways after the Kyoto
Encyclopedia of Genes and Genomes [75], [76],
[77] showing pathway components that are
considered present based on a p-value of detection <0.01. Factors
indicated in blue are present in all of the ExEn cell lines. Factors
highlighted in green are present in a subset of the cell lines (the
particular cell lines are indicated by letters adjacent to the box
indicating the factor). Factors indicated in red are present in XEN
cells only. B. qRT-PCR data showing expression of Grb2 in
END2 (green), PYS2 (yellow) and XEN cell (red) respectively.In addition, we have previously shown [40] that signaling of
TGFbeta family members in the endoderm is required for heart development.
Together these pathway analyses (Fig. 7, 8)
reveal that the effects of TGFbeta signaling could be mediated by either
traditional SMAD-dependent signaling or by a SMAD independent pathway involving
either TAK1/p38/JNK or TAK1/NLK.Finally, since END2 and PYS2 cells have been shown to secrete factors that induce
differentiation in ES cells it is likely that XEN cells will have a similar
inductive ability. Before this can be established, however, it is important to
show that XEN cells are stable when maintained in culture. To address this
question, we collected XEN cells at 70% confluence to ensure that
cell density is equivalent for all analyses over seven passages. We then
assessed the expression of a number of ExEn markers at each passage. In
parallel, XEN cells were passaged in a serum-free medium to determine if gene
expression in these cells is sensitive to culture conditions (Fig. 9). We found that despite
spikes in some markers at certain passages, that cells grown in standard
serum-containing medium are quite stable over seven passages and that there were
no obvious trends in marker expression during the duration of this experiment.
This suggests that XEN cells are stable in standard medium for at least
short-term culture. When XEN cells are grown in serum-free medium we again
noticed spikes in expression of some markers at some passages but again found no
obvious trends in marker expression. We did however note that overall expression
of Gata6 and Ttr was different between the two
culture conditions whereas other markers were expressed at statistically the
same levels at most passages.
Figure 9
Marker expression in XEN cells is stable over several passages when
cells are grown under standard serum-containing medium.
qRT-PCR data comparing marker expression in XEN cells grown under
standard serum-containing conditions to XEN cells grown in serum-free
medium. Despite some spikes in marker expression at some passages, over
the entire course of this experiment there were no obvious trends
(either upward or downward changes in expression) in any of the markers
assessed. In addition, while some markers were differentially expressed
between the two culture conditions, there was also no obvious change in
marker expression in the serum-free medium when assessed over the entire
course of the experiment. This suggests that XEN cells are stable when
grown in culture over several passages.
Marker expression in XEN cells is stable over several passages when
cells are grown under standard serum-containing medium.
qRT-PCR data comparing marker expression in XEN cells grown under
standard serum-containing conditions to XEN cells grown in serum-free
medium. Despite some spikes in marker expression at some passages, over
the entire course of this experiment there were no obvious trends
(either upward or downward changes in expression) in any of the markers
assessed. In addition, while some markers were differentially expressed
between the two culture conditions, there was also no obvious change in
marker expression in the serum-free medium when assessed over the entire
course of the experiment. This suggests that XEN cells are stable when
grown in culture over several passages.
Discussion
The endoderm makes up only a small percentage of cells of the early embryo. Cells
within the endoderm layers of the early embryo exist in simple cuboidal or squamous
epithelia, making them difficult to isolate mechanically from embryos. Because of
these challenges to the embryological study of endodermal cells in the mouse embryo,
many recent studies have relied on the use of endodermal-like cell lines that can
mimic the functions of the early endoderm. For example END2 cells have been shown to
enhance myocardial differentiation of both human and mouseES cells [4], [33], [34] and to
mimic the effect of the VE in activating cardiac formation from the undifferentiated
mesoderm from the mouse embryo [35]. While it is clear from these studies that END2
cells mimic the effects of the AVE, the fact that they were originally derived from
ECs raises some doubt as to whether they perfectly recapitulate the endogenous
signals secreted by the AVE.An added complication is the significant overlap between genes that mark the ExEn and
those that mark the DE. This makes the analysis of in vitro
differentiation of endodermal cell types difficult and thus poses a major hurdle for
attempts to derive endodermal cell types for ES or other sources that might be used
for therapeutic purposes.Our studies address both of these concerns. First, we have undertaken an in depth
analysis of the newly characterized XEN stem cells [6] which like the
EC-derived END2 and PYS2 cells, express markers for the AVE. XEN cells can thus can
be used to study the inductive effects that have been attributed to the AVE,
including heart formation, primitive streak initiation and forebrain induction. In
addition, since XEN cells are derived from mouse blastocysts, it will be possible to
derive XEN cells from mice with deletions of genes thought to be involved in AVE
function thereby providing an assay to directly test their function in the primitive
endoderm. Finally, by comparing the three related but dissimilar cell lines, we are
able to refine the list of markers that distinguish between different subtypes of
endoderm including those that distinguish DE from VE.
Inductive and morphogenetic functions of the extra-embryonic endoderm
Endoderm both embryonic and extra-embryonic has been shown in various model
systems to play an inductive role in the differentiation of mesodermal and
ectodermal tissues that adjoin it. The VE in particular has been proposed to
play important roles in heart formation, primitive streak formation and the
development of the forebrain.Studies in amphibian embryos dating back to the 1960s demonstrate that signals
from the pregastrula endoderm support myocardial differentiation [38],
[39], [40], [41], [42],
[43], [44], [45].
This finding is supported by studies that the AVE of the mouse [46] and
the hypoblast of avian embryos [47], [48], [49], also support cardiac differentiation. In
addition, endoderm isolated from avian embryos has been shown to enhance cardiac
differentiation when co-cultured with mouseES cells [50]. Importantly,
these studies indicate that cardiac specification requires a VE signal only
transiently, from early to mid-gastrulation [47], [51],
[52] and that signals from the DE are required only
later, for proliferation of cardiomyocytes and the initiation of beating [53].
Thus it will be of particular importance to separate the molecular signals of
the DE from the VE in order to uncover the specific signals that mediate
endoderm's ability to activate and later support myocardial
differentiation.The VE has also been implicated as providing signals required for streak
elongation. This hypothesis has come largely from the observation of an anterior
migration of the AVE just prior to the onset of gastrulation [54] and
studies in avian embryos showing that rotation of the hypoblast (which is
equivalent to the AVE [55]) results in a repositioning of the primitive
streak [55], [56], [57]. A
more in depth molecular analysis of this process has revealed greater complexity
than was previously anticipated. First, removal of the hypoblast does not
eliminate streak formation but rather results in the formation of multiple
streaks. This suggests that the hypoblast does not activate streak elongation
but rather acts to limit streak formation to a single location [58]. Simultaneously, FGF signaling from the hypoblast
activates localized expression of genes associated with the establishment of
planar cell polarity and defines the site of active streak elongation [59].Finally, two specific observations lead to the hypothesis that AVE might serve as
an inducing population for the vertebrate forebrain. First, ablation of the AVE
of the mouse leads to a loss of Hesx expression in the anterior
neural folds of the mouse (although other markers assessed were normal) [60].
Second, chimeric analysis of mouse embryos possessing homozygous deletion of
Otx2
[61],
[62] and Lim1
[63]
or that are double mutant for Lim1 and
HNF3β [64], suggest that
AVE expression of these genes is necessary for normal axis and forebrain
development. Together these data suggest that signaling from the AVE is
necessary for normal forebrain development. However, the AVE does not directly
activate forebrain differentiation. Grafting of the rabbit AVE [65]
or chick hypoblast to naïve epiblast that is capable of forming neural
tissue results in the transient ectopic expression of neural markers but these
markers are not maintained and host tissues do not form neural plate structures
[55]. Similarly, explant co-cultures of AVE and mouse
epiblast do not induce the expression of anterior neural markers but instead
suppress posterior neural differentiation [66]. So what is the
mechanism by which VE helps to pattern the forebrain if it does not act as a
forebrain inducer? 1) Transient activation of early neural markers suggests that
the VE may prime the ectoderm for neural development, 2) The AVE appears to
repress posterior development and 3) it appears that the VE directs
morphogenetic movements in the ectoderm and mesoderm that are required for
normal axis formation [reviewed in: [55], [66].
This hypothesis is consistent with the hypoblast rotation experiments described
in the previous section.Together, these studies highlight the importance of the VE generally and the AVE
specifically in the early patterning of the embryo and subsequent organ
formation.
Does the extra-embryonic endoderm make cellular contributions to endodermal
organ formation?
Until recently, the dogma of endoderm formation in the mouse has asserted that
the visceral endoderm that surrounds the embryonic epiblast prior to
gastrulation is actively displaced by the forming definitive endoderm and
contributes only to extra-embryonic structures [67]. This conclusion
was based largely on the observation of gene expression patterns showing markers
such as alpha-fetoprotein being lost in the endodermal cells
overlying the epiblast during gastrulation and low-resolution fate mapping
studies. With the advent of multiple lineage labels and time-lapse live imaging,
we have clearly demonstrated that all or most the visceral endoderm that
overlies the pregastrula epiblast is integrated into the definitive endoderm
rather than being displaced by it. Concomitantly, these cells lose expression of
visceral endoderm markers and gain expression of markers for the definitive
endoderm. This lineage study also demonstrates that VE-derived cells contribute
to gut formation [27]. This shows that there are distinct regions
of embryonic (EmVE) and extra-embryonic (ExVE) visceral endoderm with unique
fates in the embryo and suggests that these EmVE cells may contribute to
endodermal organ formation. While none of the ExEn cell lines that we assessed
expressed markers for the definitive endoderm, it remains to be determined if
these cells can be coaxed by the addition of growth factors to differentiate
along definitive endoderm lineages and adopt fates associated with the gut or
its associated organs. If this turns out to be the case, then in addition to
being a useful tool for the study of the inductive properties of the ExEn, XEN
cells might also serve a stem population from which to derive differentiated
endodermal cell types.
TAK1/p38/JNK/NLK pathways in these cells types
Above, we presented genetic and embryological data that the VE acts, in part, to
direct cell movements in the embryo. Consistent with this, we found that each of
the three ExEn cell lines possesses intact pathways for non-classical MAP Kinase
signaling acting through JNK [68] and NLK [69].
Since both of these factors are associated with planar cell polarity, it
supports the notion that these pathways may play a pivotal role in the
endoderm's ability to direct morphogenetic movements. Indeed, JNK
Kinase has been shown to be necessary for heart induction downstream of the
non-canonical Wnt, Wnt11 [70]. In addition, TAK1, which is immediately
upstream of NLK is essential for cardiac differentiation in P19 [71],
and TAK1 [72] and TAB1[73] mutants show
defects in cardiac morphogenesis. It remains to be determined whether these
defects result from a specific endodermal requirement for these signals or arise
from a more general requirement in embryonic tissues. Nonetheless these findings
lend support to a model in which a non-classical MAP Kinase pathway mediated by
TAK1/p38/JNK or TAK1/NLK mediate some functions of the endoderm.
Conclusions
Endoderm, both embryonic and extra-embryonic plays important morphogenetic
functions in the mouse and other vertebrate embryos. We are only just beginning
to refine our understanding of the different types of endoderm and the molecular
mechanisms by which they mediate their functions in development. Here, we
undertake a thorough analysis of ExEn cell lines to help refine the list of
markers that define various endodermal cell types. Specifically we provide
further characterization of XEN cells [6] which may serve as a
useful tool in the study of ExEn differentiation and function.
Materials and Methods
Cell Culture
XEN cells were derived from ICR strain blastocyst stage embryos according to
standard procedures [6]. END2 cells were derived from P19 embryonal
carcinoma cell lines [74] and PYS2 cells were derived from 129 strain
micetumor cells [1]. XEN and PYS2 cells were both maintained in
high glucoseDulbecco's Modified Eagles Medium (DMEM) devoid of
L-glutamine and sodium pyruvate (Mediatech). DMEM was enriched with
10% ES qualified Fetal Bovine Serum (GIBCO, lot: A15A00X), 1X
nonessential amino acids (Mediatech), 1X L-glutamine, 1X sodium pyruvate
(Mediatech) and β-mercaptoethanol (Sigma) was added to the medium to
make a final concentration of 0.1 mM. Penicillin and streptomycin were then
added in final concentrations of 100 units/ml and 100 µg/ml,
respectively (Mediatech). This medium is referred to in the text as
standard medium. END2 cells were grown in DMEM/F12
1∶1 media (Mediatech) supplemented with 10% FBS,
L-glutamine, non-essential amino acids and penicillin/streptomycin (Mediatech).
To test for the stability of these cells over several passages and to test their
stability in different media, XEN cells were thawed and cultured as previously
described. Cells were split onto two plates: one for standard (+ serum)
and the other for serum-free culture. Serum-free medium is comprised of Knockout
DMEM (Invitrogen), 10% Knockout SR (Invitogen), 1X nonessential amino
acids (Mediatech), 1X L-glutamine, β-mercaptoethanol (Sigma) and
penicillin/streptomycin (Mediatech). Cells were then collected at approximately
70% confluence after every passage for a total of 7 passages. RNA was
isolated and cDNA was synthesized. qRT-PCR was performed with various endodermal
markers and data analyzed for changes in marker expression over the 7 passages
in serum containing and serum-free conditions.
Real Time PCR
Cells were collected at 70% confluency, RNA was isolated using Tri
Reagent (Sigma) and cDNA was transcribed using 1 µg RNA using
Quantitect Reverse Transcription Kit (Qiagen). qRT-PCR reactions were carried
out using a 1/20 dilution of template cDNA in SybrGreen Master Mix (Roche, cat
#: 04707516001), on a Roche LightCycler ® 480 Real-Time PCR Instrument,
and analyzed with the LightCycler 480 software package (version 1.5.0.39).
Primers used in this study are as follows:Alpha-fetoprotein (Afp): forward AGCTGACAACAAGG GGAGTG, reverse
TTAATAATGGTTGTTGCCTGGA;
Cerberus-like (Cerl): forward GCAGACCTATGTGTGGA, reverse
ATGAGACATGATCGCTTT;
Bmp2: forward TGTGGGCCCTCATAAAGAAGC, reverse AGGGTGCAGGCAGGAAACATA;
Dkk-1: forward TACAATGATGGCTCTCTGCAGCCT, reverse TGGTCAGAGGGCATGCATATTCCA;
Foxa2: forward CGGCCAGCGAGTTAAAGTAT, reverse TCATGTTGCTCACGGAAGAG;
Gapdh: forward AATGGATACGGCTACAGC, reverse GTGCAGCGAACTTTATTG;
Gata4: forward CATCAAATCGCAGCCT, reverse AAGCAAGCTAGAGTCCT;
Gata6: forward ACCATCACCCGACCTACTCG, reverse CGACAGGTCCTCCAACAGGT;
Grb2: forward TTGTGTGTCCCAGTGTGCAA reverse AGCTCAGCTCATCGTCAGCA;
Hex: forward GGAGGCTGATCTTGACT, reverse GTAGGGACTGCGTCAT;
Hnf4a: forward CGAACAGATCCAGTTCATCAAG, reverse ATGTGTTCTTGCATCAGGTGAG;
Cytokeratin 19 (Krt19): forward
ATCCAGATAAGCAAGACCGAAGT,
reverse ATCTGTGACAGCTGGACTCCATA; Laminin
B1(Lamb1): forward CAGAATGCAGACGATGTTAAGAA, reverse
GGCATCTGCTGACTCTTCAGT;
reverse AGCGTGTACCCTATTGG;
Platelet-derived growth factor alpha (Pdgfra): forward
CCTCAGCGAGATAGTGGAGAAC,
reverse ACCGATGTACGCATTATCAGAGT; Sox17: forward
GGAATCCAACCAGCCCACTG,
reverse GGACACCACGGAGGAAATGG;
Sox7: forward CAAGGATGAGAGGAAACGTCTG, reverse TCATCCACATAGGGTCTCTTCTG;
Sparc: forward AGGGCCTGGATCTTCTTTCTC, reverse CAAATTCTCCCATTTCCACCT;
transthyretin (Ttr) forward TTCACAGCCAACGACTCTGG, reverse
AATGCTTCAGGGCATCTTCC;
t-type plasminogen activator (tPA):
forward CTGACTGGACAGAGTGTGAGCTT, reverse ACAGAT GCT GTGAGGTGCAG;
urokinase-type Plasminogen activator
(uPa): forward CAGCTCATCTTGCACGAATACTA, reverse AGATGGTCTGTATGGACCTGGAT;
Villin1(Vil1): forward TCAAGTGGAGTAACACCAAATCC, reverse CTAGTGAAGTCTTCGGTGGACAG.
Immunohistochemistry
Cells were washed with PBS and fixed in 4% PFA 30 minutes, then
blocked with 3% FBS-0.3% Triton in PBS. Primary antibodies
were then added, and incubated overnight at 4°C. Cells were washed with
PBS and blocked for 30 minutes at room temperature. Secondary antibodies were
added and cells were incubated overnight at 4°C. Finally, cells were
washed with PBS and cover slipped with Vectashield mounting medium containing
DAPI.
Scanning Electron Microscopy
Cells were passaged on to gelatin-coated plastic coverslips. A day later, they
were rinsed once with PBS and fixed at room temperature in 2.5%
Glutaraldehyde/2% PFA in 0.075M Cacodylate buffer pH 7.5 for one
hour. They were then dehydrated in a graded ethanol series. Cells were then
critical-point dried in a Denton JCP-1 Critical Point Drying Apparatus and
subsequently coated with gold/palladium in a Denton Vacuum Desk 1V sputter
coating system. Imaging was carried out with Zeiss Field Emission Supra 25
Scanning Electron microscope.
Microarray Analysis
Total RNA was isolated with Qiagen RNeasy Mini Kit and used to probe Illumina
expression array (MouseWG-6_V2_0_R0_11278593) in
triplicate for each of three heart-inducing cell lines using Illumina BeadStudio
version 3.4.0. The raw Illumina data (9 arrays) was analyzed using Bioconductor
packages. The data was first normalized using
LumiExpresso_( ) function. The
differentially expressed genes in each pair-wise comparison were obtained using
Limma_( ) R-package. For gene
ontology studies, Illumina probes were mapped to gene symbol names
using—getAnnote.Illumina—
("MouseWG-6_V2_0_R0_11278593_A.bz2") downloaded from Bioconductor website:
http://www.bioconductor.org/download.Pathway and expression analysis was carried out using DAVID Bioinformatics
Resources 2008 sponsored by the National Institute of Allergy and Infectious
Diseases (NIAID), NIH, at http://david.abcc.ncifcrf.gov/
[36], [37]
and the Kyoto Encyclopedia of Genes and Genomes http://www.genome.jp/kegg/
[75], [76], [77]. This data is
MIAME compliant and has been deposited in NCBI's Gene Expression
Omnibus [78]. All data is accessible through GEO Series
accession number GSE19564 (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE1956).
Authors: Y Tamai; T Ishikawa; M R Bösl; M Mori; M Nozaki; H Baribault; R G Oshima; M M Taketo Journal: J Cell Biol Date: 2000-10-30 Impact factor: 10.539
Authors: Jérôme Artus; Panagiotis Douvaras; Anna Piliszek; Joan Isern; Margaret H Baron; Anna-Katerina Hadjantonakis Journal: Dev Biol Date: 2011-10-15 Impact factor: 3.582