Multiple layers of molecular controls modulate self-renewal and neuronal lineage specification of embryonic stem cells

Article (PDF Available)inHuman Molecular Genetics 17(R1):R67-75 · April 2008with20 Reads
DOI: 10.1093/hmg/ddn065 · Source: PubMed
Elucidating the molecular changes that arise during neural differentiation and fate specification is crucial for building accurate in vitro models of neurodegenerative diseases using human embryonic stem cells (hESCs). Here we review the importance of hESCs and derived progenitors in treating and modeling neurological diseases, and summarize the current efforts for the differentiation of hESCs into neural progenitors and defined neurons. We recapitulate the recent findings and discuss open questions on aspects of molecular control of gene expression by chromatin modification and methylation, posttranscriptional regulation by alternative splicing and the action of microRNAs, and protein modification. An integrative view of the different levels will hopefully provide much needed insight into understanding stem cell biology.
Multiple layers of molecular controls modulate
self-renewal and neuronal lineage specification
of embryonic stem cells
Gene W. Yeo
, Nicole Coufal
, Stefan Aigner
, Beate Winner
, Jonathan A. Scolnick
Maria C.N. Marchetto
, Alysson R. Muotri
, Christian Carson
and Fred H. Gage
Laboratory of Genetics and,
Crick-Jacobs Center for Computational and Theoretical Biology, Salk Institute, 10010
North Torrey Pines Road, La Jolla, CA 92037, USA and
BD Biosciences, 11077 North Torrey Pines Road, La Jolla,
CA 92037, USA
Received February 13, 2008; Revised February 13, 2008; Accepted February 28, 2008
Elucidating the molecular changes that arise during neural differentiation and fate specification is crucial for
building accurate in vitro models of neurodegenerative diseases using human embryonic stem cells (hESCs).
Here we review the importance of hESCs and derived progenitors in treating and modeling neurological dis-
eases, and summarize the current efforts for the differentiation of hESCs into neural progenitors and defined
neurons. We recapitulate the recent findings and discuss open questions on aspects of molecular control of
gene expression by chromatin modification and methylation, posttran scription al regulation by alternative
splicing and the action of microRNAs, and protein modificati on. An integrative view o f the different levels
will hopefully provide much needed insight into understanding stem cell biology.
Human neurological diseases are complex and often difficult
to model in vitro, and rodent models are frequently genetically
irrelevant. The hallmarks of several neurodegenerative dis-
orders, such as Parkinson’s disease (PD), Huntington’s
disease (HD) and Alzheimer’s disease (AD), are slow pro-
gressive losses of specific neuronal populations in the brain.
So far only symptomatic therapeutic approaches are available,
making these diseases potential candidates for restorative
therapeutic approaches. Therefore, major research efforts
have focused on cell transplantation of hESCs, derived
neural progenitors and/or neural stem cells (NSCs) to restore
depleted diseased cells.
For instance, motor deficits in PD are due to the progressive
degeneration of the dopaminergic neurons (DAs) of the sub-
stantia nigra pars compacta resulting in decreased dopamine
release into the striatum. Transplantation strategies aiming
toward rectifying the striatal dopamine deficit conducted in
PD patients provided the proof of principle that transplanted
neurons can elicit beneficial effects. However, difficulty in
obtaining cells suitable for transplantation reduces the utility
of the transplantation approach. More recently, there has
been an intense effort to use human embryonic stem cell
(hESC)-derived neural progenitor cells (NPCs) for transplan-
tation. These cells can be grown in large numbers from a
single source to help control for variations in source tissue.
It may also be possible to differentiate the cells in vitro in
such a way as to avoid the problems of fetal cell transplants
(e.g. uncontrolled dopamine release, ethical concerns).
However, many barriers still need to be overcome before
hESC-derived neural progenitors can be considered safe for
transplantation into humans. For example, Roy et al. showed
that hESC-derived neural progenitors may be tumorigenic in
vivo (1). In fact, hESC-derived neurons will be more beneficial
as an in vitro model system in which diseases such as PD can
be studied.
Induced plu ripotent stem cells (iPSCs) offer a potentially
new direction for the study and treatment of neurodegenerative
diseases. Several groups recently demonstrated that overex-
pression of a combination of several genes, including OCT4,
SOX2, and some combination of Klf4, Lin28 and c-Myc in
human fibroblasts leads to the creation of pluripotent embryonic
These authors contributed equally to this work.
To whom correspondence should be addressed. Email:
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stem-like cells that can contribute to all cell lineages (2,3). In
principle, Human iPSCs can be generated from an individual
affected by a neurodegenerative disease, allowing researchers
to produce neurons in vitro that contain the same genetic
makeup as the patient. These patient-specific neurons will
provide a useful resource for understanding the genetic-basis
for sporadic cases of neurodegeneration.
Accurate differentiation of hESCs (or iPSCs) into NSCs will
be crucial for in vitro modeling and treatment. Figure 1 sum-
marizes the current and future efforts in neural specification
and enrichment from hESCs. There are three major
approaches for differentiating hESCs into NSCs: co-culturing
hESCs with a stromal feeder layer such as PA6 (4) and MS5
(5); directly differentiating hESC colonies in culture by
addition of the bone morphogenetic protein (BMP) antagonist
Noggin (6,7); and isolating NSC-containing neuroectoderm
from embryoid bodies (EBs) (8). Researchers have developed
methods to prom ote the neuroectoderm population in EBs
including incubating EBs in a defined neural promoting
media (8), in conditioned media from stromal HepG2 cells
(9) or in the presence of Noggin (7,1012). With the excep-
tion of complete neural differentiation by co-culture on PA6
cells, the majority of these methods converge at the formation
of neural rosettes (4). Rosettes consist of radial arrangements
of columnar cells that express many markers also found in the
developing neural tube. Rosettes can be manually dissected
and plated to form NSCs, which can be propagated as neuro-
pheres (8) or as adherent cultures (12) for multiple passages
before further differentiation into neurons and glia. Moreover,
engraftment of hESC-derived NSCs into rodents can result in
functional neuronal integration (8).
Directed differentiation of hESCs into specific functional
neuronal subtypes is more complex than specification of
NSCs alone and requires mimicking the in vivo development
of each unique neuronal subtype. Many laboratories are focus-
ing on generating two specific neuronal subtypes, DAs, which
could be useful for furthering the understanding and treatment
of PD, and motor neurons expressing choline acetyltransfer-
ase, which could be used in the study and treatment of amylo-
trophic lateral sclerosis (also known as Lou Gehrig’s disease)
and spinal cord injury. Both differentiation schemes employ
defined signaling molecules to specifically pattern the cells.
Sonic Hedgehog (SHH) and FGF8 (13) or Noggin (14,15)
have been used to pattern cells toward the dopaminergic
subtype, and a recent study employed the co-culture of an
immortalized human fetal midbrain astrocyte cell line, in
addition to signaling molecules to significantly enhance the
differentiation (1). Similarly, SHH and retinoic acid (RA)
have been used to promote motor neuron differentiation
(16,17). Importantly, many groups have demonstrated that
hESC-derived DA neurons and motor neurons are functional
both in vitro and in vivo. Differentiated DA neurons have
been shown to fire action potentials and release dopamine
upon depolarization in vitro (13) and have been shown to
survive transplantation and engraft in rodent models of PD
(1,15,18). Differentiated motor neurons exhibit spontaneous
action potentials and make contacts with co-cultured myotubes
in vitro (17), and transplantation experimen ts of motor neuron
progeny into developing chick embryo and adult rat spinal
cord have resulted in robust engraftments (16). In addition
to these two neural subtypes, the field will most certainly
broaden its repertoire of differentiation methods to include
the plethora of neural subtypes that exist. Already, advances
have been reported in the differentiation of peripheral
sensory neurons (19) and neural crest fates (16).
The future of hESC or iPSC neuronal differentiation lies in
improving the relative abundance of the desired neuronal
subtype within the total cell population and by removing non-
specific contaminating cell types and remaining proliferative
cells from postmitotic neuronal cultures, thereby obtaining
near-pure populations for transplantation experiments. These
goals have been successfully pursued by fluorescent-activated
cell sorting of the cell population, using subtype-specific pro-
moters driving fluorescent reporter proteins and by antibody
staining for subtype-specific cell surface markers. For
instance, by utilizing an HB9 promoter green fluorescent
protein (GFP) construct, Soundararajan et al. (20) enriched
for putative motor neuron precursors. They subsequently
showed that these HB9-positive cells engrafted into the
chick neural tube and exhibited proper migration to the
medial motor column, projected axons to the appropri ate
target muscles and showed synaptic activity that resembled
that of endogenous motor neurons. A synapsin promoter-
driving GFP has also been used to successfully isolate
neurons from a diverse cell population (2 1). Similarly, the
research community is just beginning to appreciate the
utility of the cell surface marker profile of different NPC
populations and subtype-specific cells. For example, cell
surface markers such as CD133, 5E12, CD34, CD45 and
CD24/lo have been employed to enrich for neurosphere-
forming cells from fetal brain (22). Similarly, SSEA-4 and
prominin-1/CD133 have been shown to demarcate fetal
NSCs from human brain (23,24).
An important consequence of furthering the purity and
differentiation specificity of hESCs has been the opportunity
to systematically study in a genome-wide fashion the molecu-
lar pathways governing self-renewal and lineage specification
and differentiation.
Aside from the key transcription factors, such as Oct4, Nanog
and Sox2, which are necessary and sufficient for specifying
self-renewal in hESCs (25), epigenetic changes mediated by
other factors also play important roles in maintaining a pluri-
potent state. For example, Polycomb group (PcG) proteins are
transcriptional repressors that modify chrom atin structure and
have been implicated in hESC pluripotency (26). PcG proteins
can act in two distinct complexes, PRC1 and PRC2, to repress
gene expression. To identify target genes in murine embryonic
stem cells, Boyer et al. performed genome-wide location
analysis using antibodies against core components of
PRC1 (phc1 and Rnf2) and PRC2 (Suz12 and Eed) (27).
From these stud ies, the view emerged that PRC2 initiates
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transcriptional repression by inhibiting initiation, whereas the
PRC1 complex maintains the repressive conditions. Mutations
in the components of PRCs eliminate the pluripotent ability of
mES cells, leading to embryonic lethality (28,29).
Attesting to the importance of PRC1 and PRC2 in control-
ling gene expression in mESCs, 90% of genomic sequences
detected in chromatin immunoprecipitation (ChIP) exper-
iments using antibodies against PRC1 and PRC2 components
were within 1 kb of a transcription start site, making these
complexes likely regulators of these genes. PRC1 and PRC2
components overlap in a subset of these genes, many of
which encode transcription factors with important roles in a
variety of developmental processes. Also, all these
co-occupied genes are highly enriched for histone H3 tri-
methylated at lysine 27 (H3K27me3), a marker strongly
associated with transcriptionally repressed chromatin (30).
Since H3K27 trimethylation is catalyzed by PcG proteins
(26), it is likely that this mark is deposited at these promoters
by recruited PcG proteins. Upon differentiation of mESCs,
93% of PcG target transcripts were preferentially upregulated.
Specifically, the differentiation of mESCs cells toward NPCs
increased the expression of neuron-specific genes, whereas
the loss of H3K27me3 was concomitant with an increase in
RNA polymerase II occupancy and H3K4me3, a histone modi-
fication associated with active transcription that is created by
trithorax-group (trxG) proteins (26).
These data suggest that PcG proteins have specialized roles
in silencing genes at the embryonic stage that correlate with
differentiation and loss of pluripotency but maintain the poten-
tial to become activated upon lineage commitment (31,32).
In this new model, pluripotent cells can keep important
tissue-specific regulator genes poised for expression by an
opposing histone modification. The fact that PcG proteins
can repress genes that are poised for activation indicates that
the dynamic role of PcG complexes seems to be different
from other irreversible epigenetic mechanisms, such as DNA
methylation. Oct4, Sox2 and Nanog, the three key pluripo-
tency transcription factors in hESCs (33), can bind many
genes identified as PcG targets. Moreover, PcG proteins can
target a similar set of developmental regulators in hESCs
(34). These data suggest that at least for a subset of genes,
PcG proteins can act as transcriptional repressors by collabor-
ating with a specific set of transcriptional factors.
Recently, Mikkelsen et al. (35) used ChIP for specific
histone modifications coupled with high-throughput sequen-
cing technology to generate genome-wide maps of chromatin
state from mESCs and lineage-committed cells. The authors
used H3K27me3 and H3K4me3 antibodies to study 17, 762
promoter regions, discriminating between CpG-rich promoters
(associated with both ubiquitously expressed housekeeping
genes, and genes with more complex expression patterns),
CpG-poor promoters (generally associated with highly tissue-
specific genes) and promoters with intermediate CpG content.
In mESCs cells, CpG-rich promoters are associated with
active chromatin, as judged by the presence of the
H3K4me3 mark. However, around 22% of these promoters
are bivalent, exhibiting histone markers of both active
(H3K4me3) and repressed (H3K27me3) chromatin. These
genes show low transcriptional levels, suggesting that the
repressive effect of PcG activity can be dominant over the
TrxG activity. Most promoters marked with H3K4me3 alone
retain this mark upon neural differentiation while about half
Figure 1. Derivation and differentiation of human embryonic stem cells to a neuronal lineage. Traditionally, hESCs are derived by culturing the inner cell mass
of a blastocyst, although recent evidence suggests overexpression of subset of key transcription factors can also result in hES-type cells. Neuronal differentiation
of hESCs is achieved through either co-culture with mouse PA6 cells or embryoid body (EB) formation resulting in neural rosettes which are manually dissected.
Neuronal precursor cells derived from rosettes can be enriched through sorting, used for transplantation studies, or further differentiated in vitro.
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of the promoters with bivalent marks resolve to H3K4me3,
concomitant with an increase in gene expression. Conversely,
CpG-poor promoters behave quite differently. In mESCs, only
6.5% have significant H3K4me3 marks and virtually none
showed enrichment for H3K27me3. In neuronally derived
cells, most of these promoters lost the H3K4me3 mark,
whereas 1.5% gained the mark. In both situations mESCs
and neuron-derived cells—the expression levels of the associ-
ated genes—strongly correlated with the presence or absence
of H3K4me3. Altogether, these findings suggest that
CpG-poor promoters may be selectively activated by cell-type
or tissue-specific factors. In fact, it was shown that in embryo-
nic stem cells, windows of unmethylated CpG dinucleotides
and possible interacting factors mark enhancers for tissue-
specific genes (36).
While these studies have been performed in mESCs, it is
likely that hESCs are highly dependent on similar modes of
epigenetic regulation. Not only can genome-wide maps of
chromatin-state provide a rich source of information about
different stages of development, they also reveal stem cell-
and lineage-specific epigenomic signatures that will ultimately
reveal how a single genome produces such a diversity of cell
Small non-coding RNAs may act as an additional layer con-
trolling the gene expression patterns required for maintaining
the pluripotent state of stem cells on the one hand and promot-
ing lineage-specific differentiation on the other. MicroRNAs
represent the most abundant class of functional small RNAs
in mammalian cells (37) and are also the best understood.
These 19- to 23-nucleotide RNAs are transcribed embedded
in long primary transcripts, from which they are released in
a multi-step processing pathway (38). Upon incorporation of
the mature microRNAs into the effector complex, they nega-
tively regulate gene expression by recognizing mRNAs
through partial sequence complimentarity within mRNA 3
untranslated regions, thereby targeting these transcripts for
degradation, destabilization and/or repression of productive
translation (39).
Experimental evidence indicates that a single microRNA
can directly target at least 100 distinct mRNA species
(40,41). Progress in determining the functional targets of
microRNAs has largely been driven by improvements in the
design and delivery of microRNA mimics and antagonists to
cultured cells and in live animals (4244). For instance, the
microRNA paralogs miR-125a and miR-125b are dramatically
upregulated during RA-induced neuronal differentiation of
P19 mouse embryonic carcinoma cells, and they have been
shown to directly target and downregulate the product of the
lin-28 gene, a regulator of developmental timing (45). The
brain-enriched microRNA miR-124a targets the laminin
gamma 1 and integrin beta 1 mRNAs, and ectopic expression
of miR-124a in chick embryo causes defects in the basal
lamina of the developing neural tube (46). Similarly, another
brain-enriched microRNA, miR-134, has been shown to be
involved in control of spine development via downregulating
expression of the protein kinase Limk1 (47). These examples
illustrate the profound yet specific effects that microRNAs
exert on central biological processes.
Several lines of evidence from mouse embryonic stem cell
studies indicate that the microRNA pathway is critical both for
stem cell self-renew al and differentiation in general and for
neurogenesis in particular. Although mESCs deleted fo r
either of the two RNase enzymes essential for microRNA
maturation are viable and do not lose their capacity to generate
embryonic stem cell colonies, the knock-out cells display pro-
liferation defects (48 50). Despite the differences in embryo-
nic stem cell maintenance regulation between mouse and
human (51), it is likely that stem cell maintenance in
humans is similarly dependen t on microRNAs. This view is
supported by the fact that many stem cell enriched microRN As
that have been found by cloning in mouse (52) and human (53)
embryonic stem cells are highly related to each other in
sequence, suggesting that they have similar mRNA targets.
In humans, this hESC-enriched microRNA family consists of
miR-93, miR-302a-d, miR-371, miR-372, miR-373 and
miR-520a-h. Since miR-302a-d are also found expressed
highly in embryonic carcinoma cells (53), only miR-371,
miR-372 and miR-373 appear specific to normal hESCs
cells. While no functional studies of these microRNAs have
been conducted in hESCs cells, the results from primary
human somatic and cancer cells point to a role for miR-3 72
and miR-373 in allowing cells to proliferate by promoting
the bypass of the G1/S cell cycle checkpoint (54). A similar
role for microRNA-dependent regulation has been observed
for stem cell division in Drosophila (55), attesting to the evol-
utionary conservation of their role in stem cell maintenance.
In mESCs, several individual microRNAs have recently
been shown to be able to promote and direct neurogenesis at
all stages. For example, over-expression of mir-134, which
is highly expressed in the adult CNS, boosts mESC differen-
tiation toward the ectodermal lineage, even in the presence
of the stem cell maintenance factor LIF (56). Interestingly,
miR-134 may exert this effect in part by directly downregulat-
ing the Oct4 activators Nanog and LRH1 (56). Modulation of
the relative levels of functional miR-124a and miR-9—both
brain-enriched microRNAs—during differentiation of mESCs-
derived neural progenitors alters the ratio of cells of the glial
versus neuronal lineages, perhaps by acting via the STAT3
pathway (57). Lastly, miR-133b, a midbrain-enriched micro-
RNA, negatively regulates the maturation and function of
mES-derived DAs (42). It appears that miR-133b directly
targets the transcription factor Pitx3, an activator of tyrosine
hydroxylase, the enzyme catalyzing the rate-limiting step in
dopamine (42). In agreement with the notion that microRNAs
may regulate neuronal subtype specification, recent micro-
RNA profiling of hESC lines revealed cell line-specific intrin-
sic biases toward particular neuronal lineages, which were
accompanied by distinct microRNA expression patterns
Thus, although we are still awaiting experimental proof, it
seems reasonable to hypothesize that the manipulation of cel-
lular levels of specific microRNAs may, in the near future,
become a viable option to improve upon—and perhaps even
substitute for—current differentiation protocols for hESCs.
Such an approach would likely entail the dosed delivery of
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agonists and inhibitors of sets of microRNAs at several stages
during the differentiation procedure.
Genome-wide expression profiling provides a basis to examine
changes of genes and pathways in response to hESC differen-
tiation. Several groups have utilized high-throughput profiling
methods such as microarrays, expressed sequence tags (ESTs),
serial analysis of gene expression, massively parallel signature
sequencing profiling (MPSS) and RT-PCR methods to
compare transcriptional profiles in different hESC lines and
to study expression changes during the differentiation of
hESCs to various lineages (6064). By studying ESTs,
Brandenberger et al. (63) identified 32 000 unique transcripts
as being expressed in undifferentiated hESCs, among them
500 were significantly upregulated, and 150 were downre-
gulated. Wright et al. (65) identified ‘expressed’ and ‘not
expressed’ genes in NPCs isolated from the human embryonic
cortex; Cai et al. (66) used the MPSS technique to analyze
expression of fetal NPCs in comparison to hESCs and astro-
cyte precursors; Maisel et al. (67) used Affymetrix Gene
Chip arrays to compare adult and fetal NPCs propagated as
neurospheres. Using SAGE and MPSS, Richards et al. (68)
and Miura et al. (62) identified 190 or 50 genes that were
upregulated in hESCs compared with differentiated cells.
Some genes were often found in different expression datasets,
which included Oct4, Sox2 and Nanog, and were considered to
be molecular signatures of ESCs.
Apart from transcriptional changes, co- or posttranscrip-
tional mRNA regulation also occurs through alternative spli-
cing (AS), whereby more than one transcript isoform of a
gene is produced. In the case of stem cells, AS generates
different transcripts at different stages of differentiation and
frequently contributes to the regulation of gene expression
by generating tissue-specific mRNA and protein isoforms
(6972). Underscoring the importance of AS in gene regu-
lation, recent studies using splicing-sensitive microarrays
suggested that up to 75% of human genes undergo AS (73).
Hence, it is not surprising that AS plays important roles in reg-
ulating neuronal gene expression and function (74,75).
A number of regulatory proteins are likely involved in regu-
lating AS. These proteins are in the spliceosome particles, the
SR protein family, the heterogeneous nuclear ribonucleopro-
teins, as well as auxiliary splicing factors, typically RNA-
binding proteins (76). These splicing factors bind to short,
degenerate cis-regulatory elements located in the exonic and
intronic regions of AS exons regulate splicing choices, and dis-
ruptions in these elements lead to genetic diseases (77). While
almost nothing is known about which splicing factors are
important for AS regulation in human or mouse ESCs,
several factors have been implicated in being important in reg-
ulating neuronal differentiation and maturation. Recently, three
publications demonstrate that the polypyrimidine tract-binding
protein (PTB/PTBP1) is critical in keeping non-neuronal cells
from differentiating into neurons (7880). PTB is known as a
splicing repressor of neuron-specific exon usage in a myriad
of pre-mRNAs (81). The three studies showed that knocking
down PTB protein is sufficient to trigger neuronal-specific AS
in non-neuronal cells. Interestingly, neurons express a paralog
of PTB, nPTB (PTBP2), which acts as a weaker splicing repres-
sor compared with PTB; and PTB and nPTB are expressed in a
mutually exclusive fashion. PTB directly represses nPTB
expression in non-neuronal cells by preventing exon 10
inclusion in nPTB, which introduces a premature translation ter-
mination codon, thereby degrading nPTB mRNA via the
nonsense-mediated pathway. To answer why and how PTB is
excluded from neurons, Makeyev et al.(79)showthata
neuronal-enriched microRNA (mir-124) directly targets the 3
untranslated region of PTB, silences PTB expression, and
does not induce but promotes neuronal differentiation of
mouse P19 cells. It is an open question whether these same
regulatory networks pertain to hESCs, a non-neuronal cell
and differentiated NSCs.
The splicing eld is currently in a cataloguing phase of
attempting to identify all isoforms in various tissues and cell
lines. To our knowledge, AS has not been implicated in stem
cell biology, until recently—a newly identified isoform of
FGF4, FGF4si counters the growth-promoting effects of
FGF4 (82). Interestingly, while FGF4 ceases to be expressed
in late differentiated cells, FGF4si does not. It is still unclear
which splicing factor regulates the generation of the FGFsi
isoform. To systematically identify AS isoforms, two
approaches have been taken, namely ESTs and microarrays.
Pritsker et al. (83) identified alternatively spliced isoforms of
thousands of genes, using ESTs derived from embryonic and
hematopoietic stem cells. Genes identified as producing splice
variants showed significant enrichment for those encoding com-
ponents of signaling pathways, as well those involved in stem
cell self-renewal and differentiation. Using splicing-sensitive
microarrays, Yeo et al. identified and characterized AS events
that distinguish pluripotent hESCs from NPCs, in order to
pave the way for future candidate gene approaches to study
the impact of AS in hESCs and NPCs. REAP, a regression-
based method for analyzing exon array data, was introduced
and was applied to discover AS events in hESCs, compared
with NPCs derived from hESC (12). REAP detected more
than 1000 AS events. Interestingly, the study showed that
only a minority of AS events was common between various
hESC-to-NPC comparisons. A possible explanation is that the
cell lines were not only genetically different but were also
exposed to different isolation and culture conditions. It is also
possible that posttranscriptional changes such as AS may be
more variable despite the cells being at acknowledged ‘end-
points’ defined by a limited set of immunohistochemical
markers. However, this suggests that utilizing differences in
AS as a molecular signature of various degrees of differen-
tiation may be far more sensitive and accurate than simply
gene expression. These insights clearly highlight the previously
underappreciated complexity in gene regulation by AS in stem
cell and neuronal differentiation.
Although patterns of gene expression and protein activity
are cru cial for biological processes, many of the interesting
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regulatory steps, particularly involved in cell proliferation,
migration and differentiation, are likely to depend on proteins’
posttranslational modifications rather than expression.
However, there is a dearth of literature on the importance of
posttranslational in stem cell biology. A recent example,
Zhang et al. (84) showed that Oct-4, which plays an important
role in maintaining self-renewal in embryonic stem cells, can
be modulated posttranslationally by SUMO. This underscores
Figure 2. Molecular regulation of stem cells. Regulation of biological processes in hESCs occurs at multiple levels such as epigenetic changes (methylation and
acetylation), regulation of alternative splicing and through post-translational modifications such as phosphorylation, through the action of microRNAs which can
lead to the translational repression and/or degradation of target mRNAs.
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the need for proteomics in regulating the posttranslational
modifications regulating embryonic stem cell biology. For
example, protein phosphorylation can alter the interactions
between the phosphorylated protein and the rest of the pro-
teome. Phosphoproteome analysis perfo rmed on mESCs (85)
found that many chromatin remodeling proteins are differen-
tially regulated by phosphorylation in embryonic stem cells
compared with differentiated cells. Because the activity of
kinases and phophatases can be regulated by small molecules,
identifying the phosphoprot eome will present an excellent
opportunity to identify small molecule chemical regulators
of pluripotency or directed differentiation of hESCs.
The diversity of regulatory processing at multiple layers
during embryonic stem cell differentiation suggests many
opportunities for interventi on to promote self-renewal or
directed neural differentiation. Figure 2 presents a summary
of the layers discussed in this review. For example, small mol-
ecules have been shown to affect the epigenetic regulation of
gene expression (DNA methylation and histone modifications)
which affects stem cell proliferation and differentiation
(8688). RNA interference (RNAi) can also be utilized to
silence genes and reveal their potential roles in proliferation
and differentiation (8991). Endogenous microRNAs may
also be utilized to control proliferation and differentiation
into specific lineages. For example, mir-133b has been
shown to regulate the maturation and function of midbrain
DAs in mammals (42). However, our overview of the recent
advances in these aspects of molecular control of stem cell
biology reveals more questions than answers, and illuminates
significant gaps in our understanding, and much room for
future work. We end with two broad future goals for the
fields: (i) determining how epigenetic signatures relate to tran-
scriptional changes in protein-cod ing and miRNA-coding
genes will be important for understanding stem cell biology
(92); (ii) with the diversity of neural subtypes that can be gen-
erated from hESCs, it is a matter of time before we see more
crossings between AS, microRN As and posttranslational
medications as modes of biological richness.
The authors would like to thank Jamie Simon for figure
Conflict of Interest statement. None declared.
G.W.Y. is a Junior Fellow at the Crick-Jacobs Center of Com-
putational and Theoretical Biology. B.W. is a Feodor-Lynnen
fellow of the Alexander von Humboldt Foundation. S.A. is a
Damon Runyon Fellow supported by the Damon Runyon
Cancer Research Foundation (DRG-1859-05). A.R.M. is
supported by the Rett Synd rome Research Foundation.
M.C.N.M. is supported by the George E. Hewitt Foundation
for Medical Research. J.A.S. is supported by the California
Institute of Regenerative Medicine. N.C. is supported by the
Lookout Fund. F.H.G. is supported by the Lookout Fund and
the National Institutes of Health; National Institute on Aging
and National Institute of Neurological Disease and Stroke.
1. Roy, N.S., Cleren, C., Singh, S.K., Yang, L., Beal, M.F. and Goldman,
S.A. (2006) Functional engraftment of human ES cell-derived
dopaminergic neurons enriched by coculture with
telomerase-immortalized midbrain astrocytes. Nat. Med., 12, 1259 1268.
2. Nakagawa, M., Koyanagi, M., Tanabe, K., Takahashi, K., Ichisaka, T.,
Aoi, T., Okita, K., Mochiduki, Y., Takizawa, N. and Yamanaka, S. (2008)
Generation of induced pluripotent stem cells without Myc from mouse
and human fibroblasts. Nat Biotechnol, 26, 101106.
3. Takahashi, K., Tanabe, K., Ohnuki, M., Narita, M., Ichisaka, T., Tomoda,
K. and Yamanaka, S. (2007) Induction of pluripotent stem cells from adult
human fibroblasts by defined factors. Cell, 131, 861 872.
4. Kawasaki, H., Mizuseki, K., Nishikawa, S., Kaneko, S., Kuwana, Y.,
Nakanishi, S., Nishikawa, S.I. and Sasai, Y. (2000) Induction of midbrain
dopaminergic neurons from ES cells by stromal cell-derived inducing
activity. Neuron, 28, 3140.
5. Perrier, A.L., Tabar, V., Barberi, T., Rubio, M.E., Bruses, J., Topf, N.,
Harrison, N.L. and Studer, L. (2004) Derivation of midbrain dopamine
neurons from human embryonic stem cells. Proc. Natl. Acad. Sci. USA,
101, 1254312548.
6. Joannides, A.J., Fiore-Heriche, C., Battersby, A.A., Athauda-Arachchi, P.,
Bouhon, I.A., Williams, L., Westmore, K., Kemp, P.J., Compston, A.,
Allen, N.D. et al. (2007) A scaleable and defined system for generating
neural stem cells from human embryonic stem cells. Stem Cells, 25,
731 737.
7. Itsykson, P., Ilouz, N., Turetsky, T., Goldstein, R.S., Pera, M.F., Fishbein,
I., Segal, M. and Reubinoff, B.E. (2005) Derivation of neural precursors
from human embryonic stem cells in the presence of noggin. Mol. Cell.
Neurosci., 30, 24 36.
8. Zhang, S.C., Wernig, M., Duncan, I.D., Brustle, O. and Thomson, J.A.
(2001) In vitro differentiation of transplantable neural precursors from
human embryonic stem cells. Nat. Biotechnol., 19, 11291133.
9. Schulz, T.C., Palmarini, G.M., Noggle, S.A., Weiler, D.A., Mitalipova,
M.M. and Condie, B.G. (2003) Directed neuronal differentiation of human
embryonic stem cells. BMC Neurosci., 4, 27.
10. Sonntag, K.C., Pruszak, J., Yoshizaki, T., van Arensbergen, J.,
Sanchez-Pernaute, R. and Isacson, O. (2007) Enhanced yield of
neuroepithelial precursors and midbrain-like dopaminergic neurons from
human embryonic stem cells using the bone morphogenic protein
antagonist noggin. Stem Cells, 25, 411 418.
11. Pera, M.F., Andrade, J., Houssami, S., Reubinoff, B., Trounson, A.,
Stanley, E.G., Ward-van Oostwaard, D. and Mummery, C. (2004)
Regulation of human embryonic stem cell differentiation by BMP-2 and
its antagonist noggin. J. Cell Sci., 117, 1269 1280.
12. Yeo, G.W., Xu, X., Liang, T.Y., Muotri, A.R., Carson, C.T., Coufal, N.G.
and Gage, F.H. (2007) Alternative splicing events identified in human
embryonic stem cells and neural progenitors. PLoS Comput. Biol., 3,
13. Yan, Y., Yang, D., Zarnowska, E.D., Du, Z., Werbel, B., Valliere, C.,
Pearce, R.A., Thomson, J.A. and Zhang, S.C. (2005) Directed
differentiation of dopaminergic neuronal subtypes from human embryonic
stem cells. Stem Cells, 23, 781790.
14. Schulz, T.C., Noggle, S.A., Palmarini, G.M., Weiler, D.A., Lyons, I.G.,
Pensa, K.A., Meedeniya, A.C., Davidson, B.P., Lambert, N.A. and
Condie, B.G. (2004) Differentiation of human embryonic stem cells to
dopaminergic neurons in serum-free suspension culture. Stem Cells, 22,
1218 1238.
15. Iacovitti, L., Donaldson, A.E., Marshall, C.E., Suon, S. and Yang, M.
(2007) A protocol for the differentiation of human embryonic stem cells
into dopaminergic neurons using only chemically defined human
additives: studies in vitro and in vivo. Brain Res., 1127, 1925.
16. Lee, H., Shamy, G.A., Elkabetz, Y., Schofield, C.M., Harrsion, N.L.,
Panagiotakos, G., Socci, N.D., Tabar, V. and Studer, L. (2007) Directed
differentiation and transplantation of human embryonic stem cell-derived
motoneurons. Stem Cells, 25, 1931 1939.
Human Molecular Genetics, 2008, Vol. 17, Review Issue 1 R73
at University of California, San Diego on September 15, 2014 from
17. Li, X.J., Du, Z.W., Zarnowska, E.D., Pankratz, M., Hansen, L.O., Pearce,
R.A. and Zhang, S.C. (2005) Specification of motoneurons from human
embryonic stem cells. Nat. Biotechnol., 23, 215221.
18. Yang, D., Zhang, Z.J., Oldenburg, M., Ayala, M. and Zhang, S.C. (2008)
Human embryonic stem cell-derived dopaminergic neurons reverse
functional deficit in Parkinsonian rats. Stem Cells, 26, 55 63.
19. Brokhman, I., Gamarnik-Ziegler, L., Pomp, O., Aharonowiz, M.,
Reubinoff, B.E. and Goldstein, R.S. (2007) Peripheral sensory neurons
differentiate from neural precursors derived from human embryonic stem
cells. Differentiation, 76, 145 155.
20. Soundararajan, P., Miles, G.B., Rubin, L.L., Brownstone, R.M. and
Rafuse, V.F. (2006) Motoneurons derived from embryonic stem cells
express transcription factors and develop phenotypes characteristic of
medial motor column neurons. J Neurosci, 26, 32563268.
21. Pruszak, J., Sonntag, K.C., Aung, M.H., Sanchez-Pernaute, R. and
Isacson, O. (2007) Markers and methods for cell sorting of human
embryonic stem cell-derived neural cell populations. Stem Cells, 25,
2257 2268.
22. Uchida, N., Buck, D.W., He, D., Reitsma, M.J., Masek, M., Phan, T.V.,
Tsukamoto, A.S., Gage, F.H. and Weissman, I.L. (2000) Direct isolation
of human central nervous system stem cells. Proc. Natl. Acad. Sci. USA,
97, 1472014725.
23. Barraud, P., Stott, S., Mollgard, K., Parmar, M. and Bjorklund, A. (2007)
In vitro characterization of a human neural progenitor cell coexpressing
SSEA4 and CD133. J. Neurosci. Res., 85, 250 259.
24. Piao, J.H., Odeberg, J., Samuelsson, E.B., Kjaeldgaard, A., Falci, S.,
Seiger, A., Sundstrom, E. and Akesson, E. (2006) Cellular composition of
long-term human spinal cord- and forebrain-derived neurosphere cultures.
J Neurosci Res, 84, 471 482.
25. Pan, G. and Thomson, J.A. (2007) Nanog and transcriptional networks in
embryonic stem cell pluripotency. Cell Res., 17, 4249.
26. Ringrose, L. and Paro, R. (2004) Epigenetic regulation of cellular memory
by the Polycomb and Trithorax group proteins. Annu. Rev. Genet., 38,
413 443.
27. Boyer, L.A., Plath, K., Zeitlinger, J., Brambrink, T., Medeiros, L.A., Lee,
T.I., Levine, S.S., Wernig, M., Tajonar, A., Ray, M.K. et al. (2006)
Polycomb complexes repress developmental regulators in murine
embryonic stem cells. Nature, 441, 349 353.
28. Voncken, J.W. (2003) Genetic modification of the mouse. General
technology; pronuclear and blastocyst injection. Methods Mol. Biol., 209,
9 34.
29. O’Carroll, D., Erhardt, S., Pagani, M., Barton, S.C., Surani, M.A. and
Jenuwein, T. (2001) The polycomb-group gene Ezh2 is required for early
mouse development. Mol. Cell Biol., 21, 43304336.
30. Cao, R., Wang, L., Wang, H., Xia, L., Erdjument-Bromage, H., Tempst,
P., Jones, R.S. and Zhang, Y. (2002) Role of histone H3 lysine 27
methylation in Polycomb-group silencing. Science, 298, 1039 1043.
31. Bernstein, E., Duncan, E.M., Masui, O., Gil, J., Heard, E. and Allis, C.D.
(2006) Mouse polycomb proteins bind differentially to methylated histone
H3 and RNA and are enriched in facultative heterochromatin. Mol. Cell
Biol., 26, 2560 2569.
32. Azuara, V., Perry, P., Sauer, S., Spivakov, M., Jorgensen, H.F., John,
R.M., Gouti, M., Casanova, M., Warnes, G., Merkenschlager, M. et al.
(2006) Chromatin signatures of pluripotent cell lines. Nat. Cell Biol.
, 8,
33. Boyer, L.A., Lee, T.I., Cole, M.F., Johnstone, S.E., Levine, S.S., Zucker,
J.P., Guenther, M.G., Kumar, R.M., Murray, H.L., Jenner, R.G. et al.
(2005) Core transcriptional regulatory circuitry in human embryonic stem
cells. Cell, 122, 947956.
34. Lee, T.I., Jenner, R.G., Boyer, L.A., Guenther, M.G., Levine, S.S., Kumar,
R.M., Chevalier, B., Johnstone, S.E., Cole, M.F., Isono, K. et al. (2006)
Control of developmental regulators by Polycomb in human embryonic
stem cells. Cell, 125, 301313.
35. Mikkelsen, T.S., Ku, M., Jaffe, D.B., Issac, B., Lieberman, E.,
Giannoukos, G., Alvarez, P., Brockman, W., Kim, T.K., Koche, R.P. et al.
(2007) Genome-wide maps of chromatin state in pluripotent and
lineage-committed cells. Nature, 448, 553560.
36. Xu, J., Pope, S.D., Jazirehi, A.R., Attema, J.L., Papathanasiou, P., Watts,
J.A., Zaret, K.S., Weissman, I.L. and Smale, S.T. (2007) Pioneer factor
interactions and unmethylated CpG dinucleotides mark silent
tissue-specific enhancers in embryonic stem cells. Proc. Natl. Acad. Sci.
USA, 104, 12377 12382.
37. Calabrese, J.M., Seila, A.C., Yeo, G.W. and Sharp, P.A. (2007) RNA
sequence analysis defines Dicer’s role in mouse embryonic stem cells.
Proc. Natl. Acad. Sci. USA, 104, 18097 18102.
38. Du, T. and Zamore, P.D. (2007) Beginning to understand microRNA
function. Cell Res., 17, 661 663.
39. Standart, N. and Jackson, R.J. (2007) MicroRNAs repress translation of
m7Gppp-capped target mRNAs in vitro by inhibiting initiation and
promoting deadenylation. Genes Dev., 21, 1975 1982.
40. Karginov, F.V., Conaco, C., Xuan, Z., Schmidt, B.H., Parker, J.S.,
Mandel, G. and Hannon, G.J. (2007) A biochemical approach to
identifying microRNA targets. Proc. Natl. Acad. Sci. USA, 104, 19291
41. Lim, L.P., Lau, N.C., Garrett-Engele, P., Grimson, A., Schelter, J.M.,
Castle, J., Bartel, D.P., Linsley, P.S. and Johnson, J.M. (2005) Microarray
analysis shows that some microRNAs downregulate large numbers of
target mRNAs. Nature, 433, 769 773.
42. Kim, J., Inoue, K., Ishii, J., Vanti, W.B., Voronov, S.V., Murchison, E.,
Hannon, G. and Abeliovich, A. (2007) A microRNA feedback circuit in
midbrain dopamine neurons. Science, 317, 1220 1224.
43. Krutzfeldt, J., Rajewsky, N., Braich, R., Rajeev, K.G., Tuschl, T.,
Manoharan, M. and Stoffel, M. (2005) Silencing of microRNAs in vivo
with ‘antagomirs’. Nature, 438, 685689.
44. Vermeulen, A., Robertson, B., Dalby, A.B., Marshall, W.S., Karpilow, J.,
Leake, D., Khvorova, A. and Baskerville, S. (2007) Double-stranded
regions are essential design components of potent inhibitors of RISC
function. RNA, 13, 723 730.
45. Berg, D., Niwar, M., Maass, S., Zimprich, A., Moller, J.C., Wuellner, U.,
Schmitz-Hubsch, T., Klein, C., Tan, E.K., Schols, L. et al. (2005)
Alpha-synuclein and Parkinson’s disease: Implications from the screening
of more than 1,900 patients. Mov. Disord..
46. Cao, X., Pfaff, S.L. and Gage, F.H. (2007) A functional study of miR-124
in the developing neural tube. Genes Dev., 21
, 531 536.
Schratt, G.M., Tuebing, F., Nigh, E.A., Kane, C.G., Sabatini, M.E.,
Kiebler, M. and Greenberg, M.E. (2006) A brain-specific microRNA
regulates dendritic spine development. Nature, 439, 283 289.
48. Kanellopoulou, C., Muljo, S.A., Kung, A.L., Ganesan, S., Drapkin, R.,
Jenuwein, T., Livingston, D.M. and Rajewsky, K. (2005) Dicer-deficient
mouse embryonic stem cells are defective in differentiation and
centromeric silencing. Genes Dev., 19, 489 501.
49. Murchison, E.P., Partridge, J.F., Tam, O.H., Cheloufi, S. and Hannon, G.J.
(2005) Characterization of Dicer-deficient murine embryonic stem cells.
Proc. Natl. Acad. Sci. USA, 102, 12135 12140.
50. Wang, Y., Medvid, R., Melton, C., Jaenisch, R. and Blelloch, R. (2007)
DGCR8 is essential for microRNA biogenesis and silencing of embryonic
stem cell self-renewal. Nat. Genet., 39, 380385.
51. Liu, N., Lu, M., Tian, X. and Han, Z. (2007) Molecular mechanisms
involved in self-renewal and pluripotency of embryonic stem cells. J. Cell
Physiol., 211, 279 286.
52. Houbaviy, H.B., Murray, M.F. and Sharp, P.A. (2003) Embryonic stem
cell-specific MicroRNAs. Dev. Cell, 5, 351 358.
53. Suh, M.R., Lee, Y., Kim, J.Y., Kim, S.K., Moon, S.H., Lee, J.Y., Cha,
K.Y., Chung, H.M., Yoon, H.S., Moon, S.Y. et al. (2004) Human
embryonic stem cells express a unique set of microRNAs. Dev. Biol., 270,
488 498.
54. Voorhoeve, P.M., le Sage, C., Schrier, M., Gillis, A.J., Stoop, H., Nagel,
R., Liu, Y.P., van Duijse, J., Drost, J., Griekspoor, A. et al. (2006) A
genetic screen implicates miRNA-372 and miRNA-373 as oncogenes in
testicular germ cell tumors. Cell, 124, 11691181.
55. Hatfield, S.D., Shcherbata, H.R., Fischer, K.A., Nakahara, K., Carthew,
R.W. and Ruohola-Baker, H. (2005) Stem cell division is regulated by the
microRNA pathway. Nature, 435, 974978.
56. Tay, Y.M., Tam, W.L., Ang, Y.S., Gaughwin, P.M., Yang, H.H., Wang,
W., Liu, R., George, J., Ng, H.H., Perera, R.J. et al. (2008)
MicroRNA-134 modulates the differentiation of mouse embryonic stem
cells where it causes post-transcriptional attenuation of Nanog and LRH1.
Stem Cells, 26, 1729.
57. Krichevsky, A.M., Sonntag, K.C., Isacson, O. and Kosik, K.S. (2006)
Specific microRNAs modulate embryonic stem cell-derived neurogenesis.
Stem Cells, 24, 857864.
58. Abeyta, M.J., Clark, A.T., Rodriguez, R.T., Bodnar, M.S., Pera, R.A. and
Firpo, M.T. (2004) Unique gene expression signatures of
independently-derived human embryonic stem cell lines. Hum. Mol.
Genet., 13, 601608.
R74 Human Molecular Genetics, 2008, Vol. 17, Review Issue 1
at University of California, San Diego on September 15, 2014 from
59. Wu, H., Xu, J., Pang, Z.P., Ge, W., Kim, K.J., Blanchi, B., Chen, C.,
Sudhof, T.C. and Sun, Y.E. (2007) Integrative genomic and functional
analyses reveal neuronal subtype differentiation bias in human embyronic
stem cell lines. Proc. Natl. Acad. Sci. USA, 104, 1382113826.
60. Cai, J., Chen, J., Liu, Y., Miura, T., Luo, Y., Loring, J.F., Freed, W.J.,
Rao, M.S. and Zeng, X. (2006) Assessing self-renewal and differentiation
in human embryonic stem cell lines. Stem Cells, 24, 516 530.
61. Bhattacharya, B., Cai, J., Luo, Y., Miura, T., Mejido, J., Brimble, S.N.,
Zeng, X., Schulz, T.C., Rao, M.S. and Puri, R.K. (2005) Comparison of
the gene expression profile of undifferentiated human embryonic stem cell
lines and differentiating embryoid bodies. BMC Dev. Biol., 5, 22.
62. Miura, T., Luo, Y., Khrebtukova, I., Brandenberger, R., Zhou, D., Thies,
R.S., Vasicek, T., Young, H., Lebkowski, J., Carpenter, M.K. et al. (2004)
Monitoring early differentiation events in human embryonic stem cells by
massively parallel signature sequencing and expressed sequence tag scan.
Stem Cells Dev., 13, 694 715.
63. Brandenberger, R., Wei, H., Zhang, S., Lei, S., Murage, J., Fisk, G.J., Li,
Y., Xu, C., Fang, R., Guegler, K. et al. (2004) Transcriptome
characterization elucidates signaling networks that control human ES cell
growth and differentiation. Nat. Biotechnol., 22, 707 716.
64. Brandenberger, R., Khrebtukova, I., Thies, R.S., Miura, T., Jingli, C.,
Puri, R., Vasicek, T., Lebkowski, J. and Rao, M. (2004) MPSS profiling of
human embryonic stem cells. BMC Dev. Biol., 4, 10.
65. Wright, L.S., Li, J., Caldwell, M.A., Wallace, K., Johnson, J.A. and
Svendsen, C.N. (2003) Gene expression in human neural stem cells:
effects of leukemia inhibitory factor. J. Neurochem., 86, 179195.
66. Cai, J., Shin, S., Wright, L., Liu, Y., Zhou, D., Xue, H., Khrebtukova, I.,
Mattson, M.P., Svendsen, C.N. and Rao, M.S. (2006) Massively parallel
signature sequencing profiling of fetal human neural precursor cells. Stem
Cells Dev., 15, 232244.
67. Maisel, M., Herr, A., Milosevic, J., Hermann, A., Habisch, H.J., Schwarz,
S., Kirsch, M., Antoniadis, G., Brenner, R., Hallmeyer-Elgner, S. et al.
(2007) Transcription profiling of adult and fetal human neuroprogenitors
identifies divergent paths to maintain the neuroprogenitor cell state. Stem
68. Richards, M., Tan, S.P., Tan, J.H., Chan, W.K. and Bongso, A. (2004) The
transcriptome profile of human embryonic stem cells as defined by SAGE.
Stem Cells, 22, 5164.
69. Black, D.L. (2003) Mechanisms of alternative pre-messenger RNA
splicing. Annu. Rev. Biochem., 72, 291 336.
70. Cartegni, L., Chew, S.L. and Krainer, A.R. (2002) Listening to silence and
understanding nonsense: exonic mutations that affect splicing. Nat. Rev.
Genet., 3, 285298.
71. Graveley, B.R. (2001) Alternative splicing: increasing diversity in the
proteomic world. Trends Genet., 17, 100 107.
72. Zavolan, M., Kondo, S., Schonbach, C., Adachi, J., Hume, D.A.,
Hayashizaki, Y. and Gaasterland, T. (2003) Impact of alternative
initiation, splicing, and termination on the diversity of the mRNA
transcripts encoded by the mouse transcriptome. Genome Res., 13, 1290
73. Blencowe, B.J. (2006) Alternative splicing: new insights from global
analyses. Cell, 126, 3747.
74. Black, D.L. and Grabowski, P.J. (2003) Alternative pre-mRNA splicing
and neuronal function. Prog. Mol. Subcell. Biol., 31, 187 216.
75. Grabowski, P.J. and Black, D.L. (2001) Alternative RNA splicing in the
nervous system. Prog. Neurobiol., 65, 289 308.
76. Matlin, A.J., Clark, F. and Smith, C.W. (2005) Understanding alternative
splicing: towards a cellular code. Nat. Rev. Mol. Cell Biol., 6, 386398.
77. Wang, G.S. and Cooper, T.A. (2007) Splicing in disease: disruption of the
splicing code and the decoding machinery. Nat. Rev. Genet., 8, 749 761.
78. Spellman, R., Llorian, M. and Smith, C.W. (2007) Crossregulation and
functional redundancy between the splicing regulator PTB and its
paralogs nPTB and ROD1. Mol. Cell, 27, 420 434.
79. Makeyev, E.V., Zhang, J., Carrasco, M.A. and Maniatis, T. (2007) The
MicroRNA miR-124 promotes neuronal differentiation by triggering
brain-specific alternative pre-mRNA splicing. Mol. Cell, 27, 435 448.
80. Boutz, P.L., Stoilov, P., Li, Q., Lin, C.H., Chawla, G., Ostrow, K., Shiue,
L., Ares, M., Jr and Black, D.L. (2007) A post-transcriptional regulatory
switch in polypyrimidine tract-binding proteins reprograms alternative
splicing in developing neurons. Genes Dev., 21, 16361652.
81. Ashiya, M. and Grabowski, P.J. (1997) A neuron-specific splicing switch
mediated by an array of pre-mRNA repressor sites: evidence of a
regulatory role for the polypyrimidine tract binding protein and a
brain-specific PTB counterpart. RNA, 3, 996 1015.
82. Mayshar, Y., Rom, E., Chumakov, I., Kronman, A., Yayon, A. and
Benvenisty, N. (2008) FGF4 and its novel splice isoform have opposing
effects on the maintenance of human embryonic stem cell self renewal.
Stem Cells.
83. Pritsker, M., Doniger, T.T., Kramer, L.C., Westcot, S.E. and Lemischka,
I.R. (2005) Diversification of stem cell molecular repertoire by alternative
splicing. Proc. Natl. Acad. Sci. USA, 102, 14290 14295.
84. Zhang, Z., Liao, B., Xu, M. and Jin, Y. (2007) Post-translational
modification of POU domain transcription factor Oct-4 by SUMO-1.
FASEB J., 21, 30423051.
85. Puente, L.G., Borris, D.J., Carriere, J.F., Kelly, J.F. and Megeney, L.A.
(2006) Identification of candidate regulators of embryonic stem cell
differentiation by comparative phosphoprotein affinity profiling. Mol. Cell
Proteomics, 5, 57 67.
86. Brown, R. and Strathdee, G. (2002) Epigenomics and epigenetic therapy
of cancer. Trends Mol. Med., 8, S43 S48.
87. Hsieh, J., Nakashima, K., Kuwabara, T., Mejia, E. and Gage, F.H. (2004)
Histone deacetylase inhibition-mediated neuronal differentiation of
multipotent adult neural progenitor cells. Proc. Natl. Acad. Sci. USA, 101,
16659 16664.
88. Lyssiotis, C.A., Walker, J., Wu, C., Kondo, T., Schultz, P.G. and Wu, X.
(2007) Inhibition of histone deacetylase activity induces developmental
plasticity in oligodendrocyte precursor cells. Proc. Natl. Acad. Sci. USA
14982 14987.
89. Lykke-Andersen, K. (2006) Regulation of gene expression in mouse
embryos and its embryonic cells through RNAi. Mol. Biotechnol., 34,
271 278.
90. Ding, L. and Buchholz, F. (2006) RNAi in embryonic stem cells. Stem
Cell Rev., 2, 1118.
91. Wang, J., Theunissen, T.W. and Orkin, S.H. (2007) Site-directed,
virus-free, and inducible RNAi in embryonic stem cells. Proc. Natl. Acad.
Sci. USA, 104, 2085020855.
92. Spivakov, M. and Fisher, A.G. (2007) Epigenetic signatures of stem-cell
identity. Nat. Rev. Genet., 8, 263 271.
Human Molecular Genetics, 2008, Vol. 17, Review Issue 1 R75
at University of California, San Diego on September 15, 2014 from
    • "Alternatively, hiPSCs may be grown in suspension to form embryoid bodies. Within these heterogeneous cell populations, neural rosettes are formed from which neural cells may be separated from other cell types.39, 40 Newer alternative strategies for feeder-free, directed differentiation to NSCs utilizing chemical inhibitors and purified protein activators of specific signaling pathways important in fate determination have also been developed.41, "
    [Show abstract] [Hide abstract] ABSTRACT: Human-induced pluripotent stem cells (hiPSCs) derived from somatic cells of patients have opened possibilities for in vitro modeling of the physiology of neural (and other) cells in psychiatric disease states. Issues in early stages of technology development include (1) establishing a library of cells from adequately phenotyped patients, (2) streamlining laborious, costly hiPSC derivation and characterization, (3) assessing whether mutations or other alterations introduced by reprogramming confound interpretation, (4) developing efficient differentiation strategies to relevant cell types, (5) identifying discernible cellular phenotypes meaningful for cyclic, stress induced or relapsing-remitting diseases, (6) converting phenotypes to screening assays suitable for genome-wide mechanistic studies or large collection compound testing and (7) controlling for variability in relation to disease specificity amidst low sample numbers. Coordination of material for reprogramming from patients well-characterized clinically, genetically and with neuroimaging are beginning, and initial studies have begun to identify cellular phenotypes. Finally, several psychiatric drugs have been found to alter reprogramming efficiency in vitro, suggesting further complexity in applying hiPSCs to psychiatric diseases or that some drugs influence neural differentiation moreso than generally recognized. Despite these challenges, studies utilizing hiPSCs may eventually serve to fill essential niches in the translational pipeline for the discovery of new therapeutics.
    Full-text · Article · Nov 2013
    • "The biological importance of microRNA-mediated regulation is typically associated with a highly repressive MRE. Comparisons of microRNA–mediated repression in different mRNA isoforms has been successfully used to associate MRE sites with functions in many studies, such as the prediction of target mRNAs3738394041 , the influence of intron retention on human mRNA [42] , cellular proliferation and differentiation [12,43], and cancer [44]. The effect of fine-tuning at the splicing level would be negligible if the associated MREs are not highly repressive . "
    [Show abstract] [Hide abstract] ABSTRACT: MicroRNAs are very small non-coding RNAs that interact with microRNA recognition elements (MREs) on their target messenger RNAs. Varying the concentration of a given microRNA may influence the expression of many target proteins. Yet, the expression of a specific target protein can be fine-tuned by alternative cleavage and polyadenylation to the corresponding mRNA. This study showed that alternative splicing of mRNA is a fine-tuning mechanism in the cellular regulatory network. The splicing-regulated MREs are often highly repressive MREs. This phenomenon was observed not only in the hsa-miR-148a-regulated DNMT3B gene, but also in many target genes regulated by hsa-miR-124, hsa-miR-1, and hsa-miR-181a. When a gene contains multiple MREs in transcripts, such as the VEGF gene, the splicing-regulated MREs are again the highly repressive MREs. Approximately one-third of the analysable human MREs in MiRTarBase and TarBase can potentially perform the splicing-regulated fine-tuning. Interestingly, the high (+30%) repression ratios observed in most of these splicing-regulated MREs indicate associations with functions. For example, the MRE-free transcripts of many oncogenes, such as N-RAS and others may escape microRNA-mediated suppression in cancer tissues. This fine-tuning mechanism revealed associations with highly repressive MRE. Since high-repression MREs are involved in many important biological phenomena, the described association implies that splicing-regulated MREs are functional. A possible application of this observed association is in distinguishing functionally relevant MREs from predicted MREs.
    Full-text · Article · Jul 2013
    • "Lin-4 and let-7 were the first miRNAs, whose role was demonstrated in hypodermal blast cell lineage. Another major component, Argonaute, also regulates a key event in lineage specification (An, An and Teng,2009; Blakaj and Lin, 2008; Callis, Chen and Wang, 2007; Chen et al., 2004; Kwon et al., 2005; Smirnova et al., 2005; Tang, 2010; Yeo et al., 2008). In higher animals several miRNAs have been reported to have their roles in embryonic stem cells (ES cells) and adult stem cells maintenance and differentiation. "
    [Show abstract] [Hide abstract] ABSTRACT: RNA interference (RNAi) is a powerful experimental tool and having a good potential for development of therapeutics. RNAi is a sequence specific mechanism to control the expression of the target genes. This technique has proven its potentials both in-vivo and in-vitro. RNAi based strategies are having capabilities to move from bench to bedside. There is need of precise tools for designing the siRNAs in order to get the effective knock down of the target genes. However, the aspects of off-target effects, delivery methods, induction of immune response, and dose determination for delivery should be considered carefully. The main hurdle for using RNAi-based therapy is the effective delivery of RNAi based drugs to the target cells or tissues in vivo. If these challenges associated with siRNA can be met then potentials of RNAi could be exploited for the development of RNAi based therapeutic tools. The assessment of safety and efficacy related to the use of siRNA is a matter of paramount importance.
    Full-text · Chapter · Mar 2012 · BMC Genomics
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